diff --git a/.agents/skills/tool-registry-boundary/SKILL.md b/.agents/skills/tool-registry-boundary/SKILL.md
index a1463f1c8fa..6e1caaf0a64 100644
--- a/.agents/skills/tool-registry-boundary/SKILL.md
+++ b/.agents/skills/tool-registry-boundary/SKILL.md
@@ -68,6 +68,10 @@ If it fails, do not add the entry to an allowlist — there isn't one. Find the
 
 Run it with `--verbose` to print per-route module counts, which is also the quickest way to see whether a change moved the graph.
 
+The same command also ratchets those counts against `check-tool-registry-boundary.baseline.json`. `--check` (what CI runs) fails when an entry exceeds its baseline by more than `max(25 modules, 2%)`, naming the import chain responsible. This catches bloat the registry rule misses — a prefetch importing `listTables` cost the Tables page 444 modules without ever touching `@/tools/registry`.
+
+Re-record with `--update-baseline` and commit the JSON when growth is deliberate. A *shrink* passes but is reported — re-record then too, or the win is silently spendable again.
+
 ## How to verify an edge actually got cut
 
 Do not eyeball imports — the registry is reached through several redundant paths, so cutting one buys nothing while another survives. Walk the graph:
diff --git a/.agents/skills/v2-api-conventions/SKILL.md b/.agents/skills/v2-api-conventions/SKILL.md
new file mode 100644
index 00000000000..3431b558056
--- /dev/null
+++ b/.agents/skills/v2-api-conventions/SKILL.md
@@ -0,0 +1,219 @@
+---
+name: v2-api-conventions
+description: The response, error, pagination, and validation contract every `/api/v2` endpoint must satisfy. Use when adding or changing a route under `apps/sim/app/api/v2/`, or when auditing one for conformance.
+argument-hint: <route-path>
+---
+
+# v2 API Conventions
+
+The v2 surface makes one promise: **every response is the same two shapes, and a caller-supplied value can never produce a 500.**
+
+```
+success (single)      { "data": {...} }
+success (collection)  { "data": [...], "nextCursor": "..." | null }
+failure (always)      { "error": { "code": "...", "message": "...", "details"?: ... } }
+```
+
+Nothing else at the top level. No `success: true`, no bare `{ "error": "string" }`, no HTML.
+
+That promise is worth stating as a rule because it has been broken five separate ways, each time by a route or a builder taking a shortcut that looked local:
+
+- `GET /workflows?limit=1.5` returned **500**. The contract was copied from a sibling and lost its `.int()`, so a fractional limit passed validation and reached Postgres as `LIMIT 2.5`.
+- A malformed JSON body returned **`{"error":"Request body must be valid JSON"}`** — a bare string. The envelope was a per-route opt-in that only 8 of 77 routes remembered.
+- `GET /api/v2/nonexistent` returned a **full HTML 404 document**, because no route file matched and the request fell through to the app's global not-found page.
+- Four collections returned `nextCursor` while **silently discarding** any `limit` the caller sent, because Zod strips unknown keys unless the schema is `.strict()`.
+- Handing back a `nextCursor` from any timestamp-sorted list and passing it straight in returned **500**. The value was validated and bound — but bound with no SQL type, into `date_trunc`, which is overloaded, so Postgres could resolve no overload. Validation was never the missing half; the type was.
+
+Each was one line. The rules below are the generalisations.
+
+## Where the machinery lives
+
+| Concern | File |
+|---|---|
+| Envelope + error codes + cursor codecs | `apps/sim/app/api/v2/lib/response.ts` |
+| Rollout gate (`v2-api` flag) | `apps/sim/app/api/v2/lib/gate.ts` |
+| Cross-tenant concealment | `apps/sim/lib/api/server/routes/resource-concealment.ts` |
+| Route builder | `apps/sim/lib/api/server/routes/v2-json-route.ts` |
+| Contracts | `apps/sim/lib/api/contracts/v2/**` |
+| Shared list/keyset helpers | `apps/sim/lib/api/list-query.ts` |
+
+## Rule 1 — the envelope is produced by helpers, never by hand
+
+`v2Data`, `v2CursorList`, and `v2Error` in `response.ts` are the only things that build a v2 body. They also set `Cache-Control: private, no-store`, which every v2 response needs because every v2 response is authed per-caller data.
+
+A route built with `defineV2JsonRoute` gets this for free: its `present` returns the *body shape* and the builder renders it. Never call `NextResponse.json` from a v2 route.
+
+**The envelope must hold for every failure mode, including the ones that happen before your handler runs.** That is what the four bugs above have in common. Defaults for the transport-level failures live on the builder — `v2PayloadTooLargeResponse` (413) and `v2InvalidJsonResponse` (400) — precisely so a route cannot forget them.
+
+## Rule 2 — status codes mean specific things
+
+| Status | `code` | Meaning |
+|---|---|---|
+| 200 / 201 | — | Success. 201 only for a created resource. |
+| 400 | `BAD_REQUEST` | Contract validation. Carries field-level `details` from `serializeZodIssues`. |
+| 401 | `UNAUTHORIZED` | No/!valid API key. **Runs before the rollout gate.** |
+| 403 | `FORBIDDEN` | Authenticated, same tenant, insufficient rights. Carries a machine-readable `details.code` from the closed set in `lib/core/application/forbidden.ts` (e.g. `INSUFFICIENT_WORKSPACE_ROLE`, `PERSONAL_API_KEYS_DISABLED`). |
+| 404 | `NOT_FOUND` | Not found, **and** cross-tenant concealment, **and** the rollout gate, **and** an unknown path. |
+| 409 | `CONFLICT` | Uniqueness/state conflict, human-readable message. |
+| 413 | `PAYLOAD_TOO_LARGE` | Body over the route's `maxBodyBytes`. |
+| 429 | `RATE_LIMITED` | With `Retry-After` and `X-RateLimit-*`. |
+| 500 | `INTERNAL_ERROR` | Genuine server fault only. Message is always generic. |
+
+Two of these carry real design weight:
+
+**404 is deliberately overloaded.** A workspace the caller cannot reach answers `404 "Workspace not found"`, never 403 — a 403 would confirm the resource exists. `createV2ResourceConcealmentPolicy` does this by mapping a cross-tenant authorization failure to `v2Error('NOT_FOUND', ...)`. The rollout gate answers the same way for the same reason (`gate.ts`: "an ungated caller cannot distinguish 'not in the rollout cohort' from 'no such endpoint'"), and so does the unknown-path catch-all at `app/api/v2/[[...segments]]/route.ts` — its body is byte-identical to the gate's on purpose.
+
+**500 is never caller-reachable.** Any input a caller can send must be rejected at the contract boundary with a 400. If you can construct a query string or body that produces a 500, that is a bug in the contract, not something to wrap in a `try`/`catch`. `v2ErrorForOrchestration` also replaces the message on an unclassified failure with a generic one, so internal detail never leaks. A caller-reachable 500 has shipped three times — a fractional `limit` reaching `LIMIT 2.5`, a plain `HEAD` tripping the builder's method guard, and a keyset cursor's timestamp reaching `date_trunc` as an untyped placeholder — so treat "a well-formed request produced a 500" as the highest-severity class of defect on this surface.
+
+**Validating a value is only half of it; the value also has to reach SQL with a type.** A bound parameter arrives as `unknown` and takes its type from context. Against a typed column (`sort_order > $1`) that inference always succeeds, which is why the gap stays invisible almost everywhere — but as an argument to an overloaded function it can resolve to nothing at all. So: **if a bound value is an argument to a SQL function rather than one side of a comparison, write its type down** (`lib/api/list-query.ts`, `timestampKey`, casts from the column).
+
+And this class survives a green test suite — `keysetAfter` returned well-formed SQL and every assertion passed; only Postgres's parser rejected it. When a change alters the *shape* of generated SQL rather than its values, execute it somewhere before believing the suite.
+
+**Which of 403 and 404 an operation documents follows from its authorization, not from whether it is a read.** `requirePermission` throws two different failures: no workspace access at all is `NoWorkspaceAccessError`, which `createV2ResourceConcealmentPolicy` conceals as 404; access below the operation's `minimumRole` is `InsufficientWorkspacePermissionsError`, which stays a 403. So:
+
+- An operation whose `minimumRole` is `write` or `admin` can always 403 — a member with a lower role hits it. Document 403.
+- An operation whose `minimumRole` is `read` cannot 403 *that* way, because `read` is the floor of the `read < write < admin` ordering and anyone without access is concealed as 404 instead. It can still 403 through `PersonalApiKeysDisabledError` (a personal API key against a workspace whose organization disabled them) or `WorkspaceApiKeyAuthorizationError` (`workspaceApiKey: 'deny'`), and every v2 operation is reachable by a personal API key. **So in practice every workspace-scoped v2 operation documents 403**, and the reads that omitted it were wrong, not principled.
+
+**Every 403 names its cause in `error.details.code`.** One status covers four different remedies — raise a member's role, issue a personal key instead of a workspace-scoped one, re-point a workspace key, buy an enterprise plan — and prose is not branchable, so a client that must tell them apart was string-matching messages, which turns every reword into a silent break.
+
+The vocabulary is a closed set, `FORBIDDEN_DETAIL_CODES` in `lib/core/application/forbidden.ts`, with a `Record` of descriptions beside it that the generated OpenAPI 403 description is built from. Adding a member fails to compile until it is documented, so a code cannot reach the wire unpublished. Do not invent a code at a route: throw `ForbiddenOperationError(code, message)` from the domain and let `v2CaughtOrchestrationError` — the function every v2 error policy falls through to — attach it. `InsufficientWorkspacePermissionsError`, `PersonalApiKeysDisabledError`, `WorkspaceApiKeyAuthorizationError`, and `PrincipalKindAuthorizationError` already carry theirs.
+
+The cross-tenant refusals (`NoWorkspaceAccessError`, `WorkspaceApiKeyScopeAuthorizationError`, `DelegatedWorkspaceAuthorizationError`) deliberately carry **no** code. They are concealed as 404, and naming their cause would hand back the resource-existence signal the concealment exists to withhold.
+
+Use the shared sets in `contracts/v2/openapi/shared.ts` — `RESOURCE_ERRORS`, `RESOURCE_CONFLICT_ERRORS`, `RESOURCE_MUTATION_ERRORS` — rather than assembling a per-operation list; all three already include `Forbidden`, and hand-assembled lists are how three knowledge reads and three upload operations quietly lost it.
+
+**HEAD is answered by the `GET` handler, not rejected.** Next aliases a missing `HEAD` export onto `GET` and drops the body when sending, so a route's `GET` legitimately runs with `request.method === 'HEAD'`. The builders' method guard accepts that pairing via `methodMatchesContract`; any other mismatch stays a hard error. Never hand-write a `HEAD` export to "fix" this.
+
+## Rule 3 — a collection that returns `nextCursor` must accept `limit` + `cursor`, and must apply them
+
+Every list returns `{ data, nextCursor }`. Whether it *pages* is a separate, pinned decision — see `lib/api/contracts/v2/__tests__/list-pagination.test.ts`, which enumerates both sets and fails when a new list is in neither.
+
+Build the query slice from the shared helper, never by hand:
+
+```ts
+...v2PaginationFields({ description: 'Maximum widgets to return per page.' })
+```
+
+That gives `limit` (integer, 1..`V2_MAX_PAGE_SIZE`, defaulting to `V2_DEFAULT_PAGE_SIZE` = 50) and an opaque `cursor`. Re-declaring `limit: z.coerce.number()...` inline is how the 500 happened; there is one schema so the family cannot drift again.
+
+Two cursor schemes exist, both opaque base64-JSON from `response.ts`. Which one you use is decided by what the read can express, not by taste:
+
+- **Keyset** (`readSortedCursor` in, `encodeSortedCursor` out) — the default. Requires the page to come from one ordered SQL read. The sort is stamped into the cursor and re-checked on replay, so changing `sortBy` mid-pagination is a 400, not a silently skipped page.
+- **Offset** (`decodeOffsetCursor` / `encodeOffsetCursor`) — only when a keyset is impossible. Two lists qualify: `GET /skills` merges a static in-code registry with DB rows and re-sorts in JS, and `GET /knowledge/{id}/documents` sits on a limit/offset query. An offset cursor **must** be stamped with `offsetCursorScope(...)` covering every param that filters or orders the sequence (not `limit`, which only selects how much of it to return). A bare offset replayed against a re-sorted or re-filtered sequence names a different row, which skips or repeats results — the exact failure the keyset's sort stamp already prevents.
+
+**A keyset's key list must end in a unique column (`id`).** A non-unique trailing key cannot separate tied rows, so the page boundary either repeats or drops them. `lib/api/list-keyset-paging.test.ts` demonstrates the failure.
+
+Return `nextCursor: null` on the last page and only then. Never construct a cursor client-side.
+
+**Ordering is `sortBy` + `sortOrder`, except where there is nothing to sort by.** Fourteen lists take the pair. Two — `GET /logs` and `GET /workflows/{id}/runs` — have exactly one sortable column (start time), so there is no `sortBy` to pair with and the direction rides on a single `order` param; `sortBy`/`sortOrder` are not accepted there. That split is documented in both contracts and is the *only* sanctioned deviation. A new list picks the pair. Do not "fix" the two by accepting `sortOrder` as an alias: an alias is a second spelling of one thing with undefined precedence when both arrive, which is its own inconsistency, and renaming `order` would break every shipped caller.
+
+**A boolean query param is a real boolean**, declared with `booleanQueryFlagSchema` from `contracts/primitives.ts`. It coerces `'true'`/`'1'` and `'false'`/`'0'`/`''`, so it is a strict widening of a `z.enum(['true','false'])` — which is what two v2 params used to be, purely by inheritance from the internal shapes they reused. Reusing an internal `.shape.x` inherits the internal spelling; re-declare instead when the internal one is not the v2 convention.
+
+## Rule 4 — reject what you do not implement
+
+Query and body schemas are **`.strict()`** — and `.strict()` binds the **top level only**. A strict body containing a non-strict nested object still drops unknown keys one level down, which is the headline `filter` bug at a smaller scale: `sort: [{ field, direction, nulls: 'last' }]` answered 200 and ordered by the default. Strictness belongs on the shared nested schema (`sortSpecSchema`'s element, `tableViewConfigSchema`), not restated per body.
+
+Before tightening a schema that is **also** a response or a stored blob, make the read canonical first. `table_views.config` is schemaless JSONB, so a legacy row carrying a retired key would fail a newly strict response parse and become a 500; `normalizeStoredViewConfig` projects the stored blob onto the declared keys so the tightening is safe in both directions. Zod strips unknown keys by default, so a non-strict schema answers `?limit=1` with 200 and the whole set — the caller believes it bounded the response and it did not. That is a contract lie, and on an uncapped list it is also an unbounded-response risk.
+
+Error messages name the field and, where there is one, the escape hatch:
+
+```
+limit must be a whole number
+limit cannot exceed 100
+search cannot be empty
+sortBy: expected one of "name" | "createdAt" | "updatedAt"
+Limit cannot exceed 1000; use limit=0 to stream all rows, or create an export
+```
+
+That last one is the standard to aim for. A message that only says `Invalid input` fails this rule — the caller cannot act on it.
+
+## Rule 5 — contract first, then use case, then route
+
+Order matters because each layer is checked against the one before it.
+
+1. **Contract** in `lib/api/contracts/v2/<domain>.ts` via `defineRouteContract`. Response schemas are `.parse`d on the way out, so a field the producer does not actually emit becomes a 500 on a successful read — assert only what you can prove.
+2. **Application use case** owns canonical loading, authorization, business behavior, and audit. The route's `present` receives **only the use-case result**, so anything the presenter needs (e.g. the active `sortBy`/`sortOrder` to stamp a cursor) must be returned by the use case.
+3. **Route** with `defineV2JsonRoute`, declaring `contract`, `auth: v2ApiKeyAuth`, `operation`, `rateLimit`, `errorPolicy`, `mapInput`, `useCase`, `present`. Auth and rate limiting run before parsing.
+4. **OpenAPI description** in `lib/api/contracts/v2/openapi/<domain>.ts`, then `bun run generate:openapi`. A description that claims behaviour the route does not have is the same class of bug as a wrong schema.
+
+## Rule 6 — a transient failure says when to come back
+
+A response the caller is *expected* to retry must say how long to wait. Two statuses qualify, and both are wired:
+
+| Status | Source of the value | Where |
+|---|---|---|
+| 429 | The caller's own token bucket (`retryAfterMs`, else `resetAt - now`) | `v2RateLimitError` |
+| 503 | A fixed floor, `RETRY_AFTER_SECONDS_BY_STATUS` | `v2Error`, applied automatically |
+
+The 503 default is applied by `v2Error` keyed on the response *status* — `Retry-After` is defined against the status, and the status is the only half of the code/status pair a client sees — so every 503 the surface can emit carries it — the three route builders' `unhandledErrorResponse`, the execute and resume routes, and `serviceFailureResponse`'s `infra` failures. A route with a better number passes `headers: { 'Retry-After': … }` and wins.
+
+Do not add a default for any other code. 400/403/404/409 are not fixed by waiting, and 402 (`USAGE_LIMIT_EXCEEDED`) is resolved by a billing change, not by time.
+
+**Where a policy already knows the wait, carry it — do not re-guess it at the transport.** The admission descriptors in `lib/core/admission/transient-failure` declare `retryAfterSeconds` per denial. That value used to be dropped when the descriptor was mapped onto a preprocess error, so a concurrency denial arrived as a bare 429 with no `Retry-After` even though the policy had named the wait. It now travels `descriptor.retryAfterSeconds → PreprocessExecutionError.retryAfterMs → ExecuteWorkflowServiceFailure.retryAfterMs → serviceFailureResponse`. The `v2Error` default is the floor for paths with *no* policy signal, not the source of truth.
+
+**A failure whose outcome is unknown must not advise a retry.** `ASYNC_ENQUEUE_AMBIGUOUS` is a 503 whose enqueue may have succeeded — it deliberately retains its execution-ID claim. Telling that caller to come back in 5 seconds invites a client with no `X-Run-Id` to start and bill a second run. It passes `omitRetryAfter: true` and returns the run id so the caller reconciles instead. Any future "we don't know if it happened" failure does the same.
+
+RFC 9110 §10.2.3 gives 503 this field's clearest meaning — "how long the service is expected to be unavailable to the client". Note the requirement level is only `MAY`, on 503 (§15.6.4) and, via RFC 6585 §4, on 429. It is `SHOULD` on exactly one status, 413, and only when the condition is temporary; Sim's 413 is a fixed byte ceiling, so it correctly sends none.
+
+## Deliberate non-adoptions
+
+Audited against the primary specs and against Stripe, GitHub, and Google's AIPs. Each is a considered "no", not an oversight. Re-open one only with new evidence.
+
+| Practice | Verdict | Why |
+|---|---|---|
+| **RFC 9457 `application/problem+json`** | No | 9457 §4 steers APIs with an existing format toward keeping it: "Problem details are intended to avoid the necessity of establishing new 'fault' or 'error' document formats, **not to replace existing domain-specific formats**." Nothing in it is a `MUST` to adopt, and none of Stripe, GitHub, or Google use it. Our envelope is load-bearing for every client. **The default error shape does not change.** |
+| **`RateLimit`/`RateLimit-Policy` (IETF draft)** | No | Still an unpublished draft (`-11`, May 2026), returned "Not ready" at HTTPDIR review, and on its **third mutually incompatible wire format** — anything built against `-07` or earlier is already broken. None of the three surveyed APIs emit it; GitHub uses `x-ratelimit-*`, as we do. |
+| **Renaming `X-RateLimit-*` per RFC 6648** | No | 6648 is a `SHOULD NOT` binding *creators of new* parameters, and §1 item 4 "**makes no recommendation as to whether existing 'X-' parameters ought to remain in use or be migrated**". Appendix B argues the migration is itself the interoperability harm. A rename is a client-visible break bought with nothing. |
+| **`X-RateLimit-Reset` as delta-seconds** | No | It is an absolute ISO 8601 timestamp, so it is clock-skew sensitive — but the response where timing actually decides behaviour (429) also carries `Retry-After`, which is skew-free. The absolute value stays useful for scheduling. |
+| **422 for semantic validation** | No | RFC 9110 §15.5.21 defines 422, but Appendix B.3 records that 9110 **deleted** RFC 4918's clause saying 400 was inappropriate. 400 covers "cannot or will not process… perceived to be a client error". The split is convention, not requirement — GitHub splits, Stripe and Google do not. Our machine-readable `error.code` already carries the distinction, and restatusing now breaks clients. |
+| **`Location` on 201** | No | §9.3.3 makes this a `SHOULD` **for POST**; the status code itself (§15.3.2) requires nothing and defines the fallback — absent `Location`, the target URI identifies the resource. Declined knowingly: several 201 responses (signed upload sessions, table exports, knowledge folders) have no canonical single-resource GET, so a `Location` would 404, and adopting it on some of the 19 is worse for a client than on none. Every 201 returns the full representation including its `id`. Revisit per-route if one gains a canonical GET. |
+| **ETag / `If-None-Match` / `If-Match`** | No | Every v2 response is `Cache-Control: private, no-store` per-caller data, so `If-None-Match` buys nothing. For writes, `If-Match` needs a **strong** validator: §8.8.3.2's strong comparison fails if *either* tag is weak, so a weak ETag silently makes every `If-Match` fail. None of the three surveyed APIs does HTTP optimistic concurrency — Google does the semantics via a resource `etag` **field** (AIP-154), deliberately not the header. If Sim needs optimistic concurrency, do it that way. |
+| **`Deprecation` / `Sunset` on v1** | Not yet | RFC 9745 (Standards Track) and RFC 8594 (Informational) both apply, and GitHub emits both. But `Sunset` is a timestamp and 9745 §4 makes `Sunset >= Deprecation` a `MUST`, so emitting either commits Sim to a v1 retirement date — a product decision, not an engineering one. When that date exists: `Deprecation` is an RFC 9651 Structured Field **Date** (`@1688169599`); `Sunset` is an **HTTP-date** (`Sat, 31 Dec 2033 23:59:59 GMT`). Two encodings in one response — the most common implementation error here. |
+| **`application/merge-patch+json`** | No | v2 PATCH bodies are merge-patch *shaped* — absent means unchanged, `null` clears — but they are `.strict()`, so unknown members are rejected where RFC 7396 §2 would merge them, and nested objects are replaced wholesale rather than merged. Advertising the media type would over-claim. Document the semantics per contract instead. |
+
+## Idempotency: at-most-once, not replay
+
+`POST /workflows/{id}/execute` accepts `X-Run-Id`, a caller-supplied run identifier claimed through the `idempotency_key` table (`execution-id-claim.ts`). It is a **uniqueness claim, not an idempotency key**, and the distinction is deliberate and already published in the operation description:
+
+- First use wins and runs.
+- Any reuse returns **409** with `error.details.code: "RUN_ID_CONFLICT"`, the run id in `error.details.runId`, and an `X-Run-Id` response header. It never replays the earlier run's result — the client recovers it by polling the runs resource.
+- Claims are durable tombstones, so deleting execution logs cannot make an id reusable.
+
+That makes the money path safe against double-execution **for callers that opt in**. What it is not: a Stripe-style `Idempotency-Key` that stores and replays the original status and body. Building that means a request fingerprint, a retention window, an in-flight-vs-completed distinction (the expired IETF draft would have these be 422 and 409 respectively), and somewhere to put a large synchronous execution body. It is a designed piece of work, not an increment — do not half-build it by aliasing the header name, which would invite clients written against Stripe semantics to treat our 409 as a hard failure.
+
+## Cursors are opaque, not trusted
+
+The base64-JSON cursor is **not signed**, and does not need to be. Tampering is bounded by construction, and that is a property to preserve:
+
+- Every key value is re-validated by its `KeysetKey.bind`, which returns `null` for a wrong-typed or unparseable value and becomes a 400. A forged cursor cannot reach SQL as `NaN` or an `Invalid Date`.
+- The sort is stamped into the cursor and re-checked (`decodeSortedCursor`), so a cursor from a differently-sorted query is a 400, not a silently skipped page.
+- The offset codec rejects anything that is not a non-negative integer.
+- Authorization is **never** carried in the cursor. Every list re-derives its workspace scope from the authenticated principal, so a cursor lifted from another query — or another tenant — can only move the caller within their own authorized result set.
+
+The consequence to keep true: **never put a resource id, filter, or scope into a cursor and then trust it on the way back.** A cursor is a position hint, never an input to an access decision.
+
+## Checklist
+
+Run this against any new or changed v2 endpoint.
+
+- [ ] Success body is exactly `{data}` or `{data, nextCursor}`; failures are exactly `{error:{code,message,details?}}`.
+- [ ] Route uses a shared builder; no hand-built `NextResponse.json`.
+- [ ] Query and body schemas are `.strict()`.
+- [ ] No caller-supplied value can produce a 500 — check every numeric param reaches SQL as a validated integer, and that any bound value passed as an argument to a SQL function carries an explicit type.
+- [ ] `limit` comes from `v2PaginationFields`, not a hand-written `z.coerce.number()`.
+- [ ] If the response carries `nextCursor`, the query accepts `limit` + `cursor` and the query actually applies them.
+- [ ] Keyset sorts end in a unique `id` key.
+- [ ] The list is classified in `list-pagination.test.ts`.
+- [ ] Cross-tenant access answers 404, never 403 — and carries `Cache-Control: private, no-store`, because RFC 9110 §15.5.5 makes 404 heuristically cacheable and an authorization-dependent 404 must never be stored. `v2Error` sets this unconditionally; do not build a v2 response any other way.
+- [ ] A retryable failure says when: 429 and 503 carry `Retry-After`. No other status invents one.
+- [ ] 403s carry a machine-readable `details.code` from `FORBIDDEN_DETAIL_CODES`, thrown as `ForbiddenOperationError` in the domain rather than attached at the route.
+- [ ] Nested objects inside a `.strict()` body are strict too — `.strict()` does not recurse.
+- [ ] Ordering uses `sortBy` + `sortOrder`; boolean query params use `booleanQueryFlagSchema`.
+- [ ] Validation messages name the field and echo the valid set.
+- [ ] Response schema matches every field the route actually emits.
+- [ ] OpenAPI description regenerated and truthful about pagination.
+- [ ] `bun run type-check`, `bun run check:api-validation`, `bun run check:openapi` pass.
+
+## Known gap
+
+A 405 on a path that *does* have a route file but does not export that verb is generated by Next.js before any Sim code runs: zero-byte body, no `content-type`, and no `Allow` header, which RFC 9110 §15.5.6 requires. Fixing it means either exporting explicit rejecting handlers from every v2 route file or intercepting in `apps/sim/proxy.ts` with a static path→methods table. Neither is done. Unknown *paths* are handled — the catch-all covers those.
diff --git a/.claude/commands/tool-registry-boundary.md b/.claude/commands/tool-registry-boundary.md
index 676fa256cbc..da6758efe3e 100644
--- a/.claude/commands/tool-registry-boundary.md
+++ b/.claude/commands/tool-registry-boundary.md
@@ -67,6 +67,10 @@ If it fails, do not add the entry to an allowlist — there isn't one. Find the
 
 Run it with `--verbose` to print per-route module counts, which is also the quickest way to see whether a change moved the graph.
 
+The same command also ratchets those counts against `check-tool-registry-boundary.baseline.json`. `--check` (what CI runs) fails when an entry exceeds its baseline by more than `max(25 modules, 2%)`, naming the import chain responsible. This catches bloat the registry rule misses — a prefetch importing `listTables` cost the Tables page 444 modules without ever touching `@/tools/registry`.
+
+Re-record with `--update-baseline` and commit the JSON when growth is deliberate. A *shrink* passes but is reported — re-record then too, or the win is silently spendable again.
+
 ## How to verify an edge actually got cut
 
 Do not eyeball imports — the registry is reached through several redundant paths, so cutting one buys nothing while another survives. Walk the graph:
diff --git a/.claude/commands/v2-api-conventions.md b/.claude/commands/v2-api-conventions.md
new file mode 100644
index 00000000000..89095067c66
--- /dev/null
+++ b/.claude/commands/v2-api-conventions.md
@@ -0,0 +1,218 @@
+---
+description: The response, error, pagination, and validation contract every `/api/v2` endpoint must satisfy. Use when adding or changing a route under `apps/sim/app/api/v2/`, or when auditing one for conformance.
+argument-hint: <route-path>
+---
+
+# v2 API Conventions
+
+The v2 surface makes one promise: **every response is the same two shapes, and a caller-supplied value can never produce a 500.**
+
+```
+success (single)      { "data": {...} }
+success (collection)  { "data": [...], "nextCursor": "..." | null }
+failure (always)      { "error": { "code": "...", "message": "...", "details"?: ... } }
+```
+
+Nothing else at the top level. No `success: true`, no bare `{ "error": "string" }`, no HTML.
+
+That promise is worth stating as a rule because it has been broken five separate ways, each time by a route or a builder taking a shortcut that looked local:
+
+- `GET /workflows?limit=1.5` returned **500**. The contract was copied from a sibling and lost its `.int()`, so a fractional limit passed validation and reached Postgres as `LIMIT 2.5`.
+- A malformed JSON body returned **`{"error":"Request body must be valid JSON"}`** — a bare string. The envelope was a per-route opt-in that only 8 of 77 routes remembered.
+- `GET /api/v2/nonexistent` returned a **full HTML 404 document**, because no route file matched and the request fell through to the app's global not-found page.
+- Four collections returned `nextCursor` while **silently discarding** any `limit` the caller sent, because Zod strips unknown keys unless the schema is `.strict()`.
+- Handing back a `nextCursor` from any timestamp-sorted list and passing it straight in returned **500**. The value was validated and bound — but bound with no SQL type, into `date_trunc`, which is overloaded, so Postgres could resolve no overload. Validation was never the missing half; the type was.
+
+Each was one line. The rules below are the generalisations.
+
+## Where the machinery lives
+
+| Concern | File |
+|---|---|
+| Envelope + error codes + cursor codecs | `apps/sim/app/api/v2/lib/response.ts` |
+| Rollout gate (`v2-api` flag) | `apps/sim/app/api/v2/lib/gate.ts` |
+| Cross-tenant concealment | `apps/sim/lib/api/server/routes/resource-concealment.ts` |
+| Route builder | `apps/sim/lib/api/server/routes/v2-json-route.ts` |
+| Contracts | `apps/sim/lib/api/contracts/v2/**` |
+| Shared list/keyset helpers | `apps/sim/lib/api/list-query.ts` |
+
+## Rule 1 — the envelope is produced by helpers, never by hand
+
+`v2Data`, `v2CursorList`, and `v2Error` in `response.ts` are the only things that build a v2 body. They also set `Cache-Control: private, no-store`, which every v2 response needs because every v2 response is authed per-caller data.
+
+A route built with `defineV2JsonRoute` gets this for free: its `present` returns the *body shape* and the builder renders it. Never call `NextResponse.json` from a v2 route.
+
+**The envelope must hold for every failure mode, including the ones that happen before your handler runs.** That is what the four bugs above have in common. Defaults for the transport-level failures live on the builder — `v2PayloadTooLargeResponse` (413) and `v2InvalidJsonResponse` (400) — precisely so a route cannot forget them.
+
+## Rule 2 — status codes mean specific things
+
+| Status | `code` | Meaning |
+|---|---|---|
+| 200 / 201 | — | Success. 201 only for a created resource. |
+| 400 | `BAD_REQUEST` | Contract validation. Carries field-level `details` from `serializeZodIssues`. |
+| 401 | `UNAUTHORIZED` | No/!valid API key. **Runs before the rollout gate.** |
+| 403 | `FORBIDDEN` | Authenticated, same tenant, insufficient rights. Carries a machine-readable `details.code` from the closed set in `lib/core/application/forbidden.ts` (e.g. `INSUFFICIENT_WORKSPACE_ROLE`, `PERSONAL_API_KEYS_DISABLED`). |
+| 404 | `NOT_FOUND` | Not found, **and** cross-tenant concealment, **and** the rollout gate, **and** an unknown path. |
+| 409 | `CONFLICT` | Uniqueness/state conflict, human-readable message. |
+| 413 | `PAYLOAD_TOO_LARGE` | Body over the route's `maxBodyBytes`. |
+| 429 | `RATE_LIMITED` | With `Retry-After` and `X-RateLimit-*`. |
+| 500 | `INTERNAL_ERROR` | Genuine server fault only. Message is always generic. |
+
+Two of these carry real design weight:
+
+**404 is deliberately overloaded.** A workspace the caller cannot reach answers `404 "Workspace not found"`, never 403 — a 403 would confirm the resource exists. `createV2ResourceConcealmentPolicy` does this by mapping a cross-tenant authorization failure to `v2Error('NOT_FOUND', ...)`. The rollout gate answers the same way for the same reason (`gate.ts`: "an ungated caller cannot distinguish 'not in the rollout cohort' from 'no such endpoint'"), and so does the unknown-path catch-all at `app/api/v2/[[...segments]]/route.ts` — its body is byte-identical to the gate's on purpose.
+
+**500 is never caller-reachable.** Any input a caller can send must be rejected at the contract boundary with a 400. If you can construct a query string or body that produces a 500, that is a bug in the contract, not something to wrap in a `try`/`catch`. `v2ErrorForOrchestration` also replaces the message on an unclassified failure with a generic one, so internal detail never leaks. A caller-reachable 500 has shipped three times — a fractional `limit` reaching `LIMIT 2.5`, a plain `HEAD` tripping the builder's method guard, and a keyset cursor's timestamp reaching `date_trunc` as an untyped placeholder — so treat "a well-formed request produced a 500" as the highest-severity class of defect on this surface.
+
+**Validating a value is only half of it; the value also has to reach SQL with a type.** A bound parameter arrives as `unknown` and takes its type from context. Against a typed column (`sort_order > $1`) that inference always succeeds, which is why the gap stays invisible almost everywhere — but as an argument to an overloaded function it can resolve to nothing at all. So: **if a bound value is an argument to a SQL function rather than one side of a comparison, write its type down** (`lib/api/list-query.ts`, `timestampKey`, casts from the column).
+
+And this class survives a green test suite — `keysetAfter` returned well-formed SQL and every assertion passed; only Postgres's parser rejected it. When a change alters the *shape* of generated SQL rather than its values, execute it somewhere before believing the suite.
+
+**Which of 403 and 404 an operation documents follows from its authorization, not from whether it is a read.** `requirePermission` throws two different failures: no workspace access at all is `NoWorkspaceAccessError`, which `createV2ResourceConcealmentPolicy` conceals as 404; access below the operation's `minimumRole` is `InsufficientWorkspacePermissionsError`, which stays a 403. So:
+
+- An operation whose `minimumRole` is `write` or `admin` can always 403 — a member with a lower role hits it. Document 403.
+- An operation whose `minimumRole` is `read` cannot 403 *that* way, because `read` is the floor of the `read < write < admin` ordering and anyone without access is concealed as 404 instead. It can still 403 through `PersonalApiKeysDisabledError` (a personal API key against a workspace whose organization disabled them) or `WorkspaceApiKeyAuthorizationError` (`workspaceApiKey: 'deny'`), and every v2 operation is reachable by a personal API key. **So in practice every workspace-scoped v2 operation documents 403**, and the reads that omitted it were wrong, not principled.
+
+**Every 403 names its cause in `error.details.code`.** One status covers four different remedies — raise a member's role, issue a personal key instead of a workspace-scoped one, re-point a workspace key, buy an enterprise plan — and prose is not branchable, so a client that must tell them apart was string-matching messages, which turns every reword into a silent break.
+
+The vocabulary is a closed set, `FORBIDDEN_DETAIL_CODES` in `lib/core/application/forbidden.ts`, with a `Record` of descriptions beside it that the generated OpenAPI 403 description is built from. Adding a member fails to compile until it is documented, so a code cannot reach the wire unpublished. Do not invent a code at a route: throw `ForbiddenOperationError(code, message)` from the domain and let `v2CaughtOrchestrationError` — the function every v2 error policy falls through to — attach it. `InsufficientWorkspacePermissionsError`, `PersonalApiKeysDisabledError`, `WorkspaceApiKeyAuthorizationError`, and `PrincipalKindAuthorizationError` already carry theirs.
+
+The cross-tenant refusals (`NoWorkspaceAccessError`, `WorkspaceApiKeyScopeAuthorizationError`, `DelegatedWorkspaceAuthorizationError`) deliberately carry **no** code. They are concealed as 404, and naming their cause would hand back the resource-existence signal the concealment exists to withhold.
+
+Use the shared sets in `contracts/v2/openapi/shared.ts` — `RESOURCE_ERRORS`, `RESOURCE_CONFLICT_ERRORS`, `RESOURCE_MUTATION_ERRORS` — rather than assembling a per-operation list; all three already include `Forbidden`, and hand-assembled lists are how three knowledge reads and three upload operations quietly lost it.
+
+**HEAD is answered by the `GET` handler, not rejected.** Next aliases a missing `HEAD` export onto `GET` and drops the body when sending, so a route's `GET` legitimately runs with `request.method === 'HEAD'`. The builders' method guard accepts that pairing via `methodMatchesContract`; any other mismatch stays a hard error. Never hand-write a `HEAD` export to "fix" this.
+
+## Rule 3 — a collection that returns `nextCursor` must accept `limit` + `cursor`, and must apply them
+
+Every list returns `{ data, nextCursor }`. Whether it *pages* is a separate, pinned decision — see `lib/api/contracts/v2/__tests__/list-pagination.test.ts`, which enumerates both sets and fails when a new list is in neither.
+
+Build the query slice from the shared helper, never by hand:
+
+```ts
+...v2PaginationFields({ description: 'Maximum widgets to return per page.' })
+```
+
+That gives `limit` (integer, 1..`V2_MAX_PAGE_SIZE`, defaulting to `V2_DEFAULT_PAGE_SIZE` = 50) and an opaque `cursor`. Re-declaring `limit: z.coerce.number()...` inline is how the 500 happened; there is one schema so the family cannot drift again.
+
+Two cursor schemes exist, both opaque base64-JSON from `response.ts`. Which one you use is decided by what the read can express, not by taste:
+
+- **Keyset** (`readSortedCursor` in, `encodeSortedCursor` out) — the default. Requires the page to come from one ordered SQL read. The sort is stamped into the cursor and re-checked on replay, so changing `sortBy` mid-pagination is a 400, not a silently skipped page.
+- **Offset** (`decodeOffsetCursor` / `encodeOffsetCursor`) — only when a keyset is impossible. Two lists qualify: `GET /skills` merges a static in-code registry with DB rows and re-sorts in JS, and `GET /knowledge/{id}/documents` sits on a limit/offset query. An offset cursor **must** be stamped with `offsetCursorScope(...)` covering every param that filters or orders the sequence (not `limit`, which only selects how much of it to return). A bare offset replayed against a re-sorted or re-filtered sequence names a different row, which skips or repeats results — the exact failure the keyset's sort stamp already prevents.
+
+**A keyset's key list must end in a unique column (`id`).** A non-unique trailing key cannot separate tied rows, so the page boundary either repeats or drops them. `lib/api/list-keyset-paging.test.ts` demonstrates the failure.
+
+Return `nextCursor: null` on the last page and only then. Never construct a cursor client-side.
+
+**Ordering is `sortBy` + `sortOrder`, except where there is nothing to sort by.** Fourteen lists take the pair. Two — `GET /logs` and `GET /workflows/{id}/runs` — have exactly one sortable column (start time), so there is no `sortBy` to pair with and the direction rides on a single `order` param; `sortBy`/`sortOrder` are not accepted there. That split is documented in both contracts and is the *only* sanctioned deviation. A new list picks the pair. Do not "fix" the two by accepting `sortOrder` as an alias: an alias is a second spelling of one thing with undefined precedence when both arrive, which is its own inconsistency, and renaming `order` would break every shipped caller.
+
+**A boolean query param is a real boolean**, declared with `booleanQueryFlagSchema` from `contracts/primitives.ts`. It coerces `'true'`/`'1'` and `'false'`/`'0'`/`''`, so it is a strict widening of a `z.enum(['true','false'])` — which is what two v2 params used to be, purely by inheritance from the internal shapes they reused. Reusing an internal `.shape.x` inherits the internal spelling; re-declare instead when the internal one is not the v2 convention.
+
+## Rule 4 — reject what you do not implement
+
+Query and body schemas are **`.strict()`** — and `.strict()` binds the **top level only**. A strict body containing a non-strict nested object still drops unknown keys one level down, which is the headline `filter` bug at a smaller scale: `sort: [{ field, direction, nulls: 'last' }]` answered 200 and ordered by the default. Strictness belongs on the shared nested schema (`sortSpecSchema`'s element, `tableViewConfigSchema`), not restated per body.
+
+Before tightening a schema that is **also** a response or a stored blob, make the read canonical first. `table_views.config` is schemaless JSONB, so a legacy row carrying a retired key would fail a newly strict response parse and become a 500; `normalizeStoredViewConfig` projects the stored blob onto the declared keys so the tightening is safe in both directions. Zod strips unknown keys by default, so a non-strict schema answers `?limit=1` with 200 and the whole set — the caller believes it bounded the response and it did not. That is a contract lie, and on an uncapped list it is also an unbounded-response risk.
+
+Error messages name the field and, where there is one, the escape hatch:
+
+```
+limit must be a whole number
+limit cannot exceed 100
+search cannot be empty
+sortBy: expected one of "name" | "createdAt" | "updatedAt"
+Limit cannot exceed 1000; use limit=0 to stream all rows, or create an export
+```
+
+That last one is the standard to aim for. A message that only says `Invalid input` fails this rule — the caller cannot act on it.
+
+## Rule 5 — contract first, then use case, then route
+
+Order matters because each layer is checked against the one before it.
+
+1. **Contract** in `lib/api/contracts/v2/<domain>.ts` via `defineRouteContract`. Response schemas are `.parse`d on the way out, so a field the producer does not actually emit becomes a 500 on a successful read — assert only what you can prove.
+2. **Application use case** owns canonical loading, authorization, business behavior, and audit. The route's `present` receives **only the use-case result**, so anything the presenter needs (e.g. the active `sortBy`/`sortOrder` to stamp a cursor) must be returned by the use case.
+3. **Route** with `defineV2JsonRoute`, declaring `contract`, `auth: v2ApiKeyAuth`, `operation`, `rateLimit`, `errorPolicy`, `mapInput`, `useCase`, `present`. Auth and rate limiting run before parsing.
+4. **OpenAPI description** in `lib/api/contracts/v2/openapi/<domain>.ts`, then `bun run generate:openapi`. A description that claims behaviour the route does not have is the same class of bug as a wrong schema.
+
+## Rule 6 — a transient failure says when to come back
+
+A response the caller is *expected* to retry must say how long to wait. Two statuses qualify, and both are wired:
+
+| Status | Source of the value | Where |
+|---|---|---|
+| 429 | The caller's own token bucket (`retryAfterMs`, else `resetAt - now`) | `v2RateLimitError` |
+| 503 | A fixed floor, `RETRY_AFTER_SECONDS_BY_STATUS` | `v2Error`, applied automatically |
+
+The 503 default is applied by `v2Error` keyed on the response *status* — `Retry-After` is defined against the status, and the status is the only half of the code/status pair a client sees — so every 503 the surface can emit carries it — the three route builders' `unhandledErrorResponse`, the execute and resume routes, and `serviceFailureResponse`'s `infra` failures. A route with a better number passes `headers: { 'Retry-After': … }` and wins.
+
+Do not add a default for any other code. 400/403/404/409 are not fixed by waiting, and 402 (`USAGE_LIMIT_EXCEEDED`) is resolved by a billing change, not by time.
+
+**Where a policy already knows the wait, carry it — do not re-guess it at the transport.** The admission descriptors in `lib/core/admission/transient-failure` declare `retryAfterSeconds` per denial. That value used to be dropped when the descriptor was mapped onto a preprocess error, so a concurrency denial arrived as a bare 429 with no `Retry-After` even though the policy had named the wait. It now travels `descriptor.retryAfterSeconds → PreprocessExecutionError.retryAfterMs → ExecuteWorkflowServiceFailure.retryAfterMs → serviceFailureResponse`. The `v2Error` default is the floor for paths with *no* policy signal, not the source of truth.
+
+**A failure whose outcome is unknown must not advise a retry.** `ASYNC_ENQUEUE_AMBIGUOUS` is a 503 whose enqueue may have succeeded — it deliberately retains its execution-ID claim. Telling that caller to come back in 5 seconds invites a client with no `X-Run-Id` to start and bill a second run. It passes `omitRetryAfter: true` and returns the run id so the caller reconciles instead. Any future "we don't know if it happened" failure does the same.
+
+RFC 9110 §10.2.3 gives 503 this field's clearest meaning — "how long the service is expected to be unavailable to the client". Note the requirement level is only `MAY`, on 503 (§15.6.4) and, via RFC 6585 §4, on 429. It is `SHOULD` on exactly one status, 413, and only when the condition is temporary; Sim's 413 is a fixed byte ceiling, so it correctly sends none.
+
+## Deliberate non-adoptions
+
+Audited against the primary specs and against Stripe, GitHub, and Google's AIPs. Each is a considered "no", not an oversight. Re-open one only with new evidence.
+
+| Practice | Verdict | Why |
+|---|---|---|
+| **RFC 9457 `application/problem+json`** | No | 9457 §4 steers APIs with an existing format toward keeping it: "Problem details are intended to avoid the necessity of establishing new 'fault' or 'error' document formats, **not to replace existing domain-specific formats**." Nothing in it is a `MUST` to adopt, and none of Stripe, GitHub, or Google use it. Our envelope is load-bearing for every client. **The default error shape does not change.** |
+| **`RateLimit`/`RateLimit-Policy` (IETF draft)** | No | Still an unpublished draft (`-11`, May 2026), returned "Not ready" at HTTPDIR review, and on its **third mutually incompatible wire format** — anything built against `-07` or earlier is already broken. None of the three surveyed APIs emit it; GitHub uses `x-ratelimit-*`, as we do. |
+| **Renaming `X-RateLimit-*` per RFC 6648** | No | 6648 is a `SHOULD NOT` binding *creators of new* parameters, and §1 item 4 "**makes no recommendation as to whether existing 'X-' parameters ought to remain in use or be migrated**". Appendix B argues the migration is itself the interoperability harm. A rename is a client-visible break bought with nothing. |
+| **`X-RateLimit-Reset` as delta-seconds** | No | It is an absolute ISO 8601 timestamp, so it is clock-skew sensitive — but the response where timing actually decides behaviour (429) also carries `Retry-After`, which is skew-free. The absolute value stays useful for scheduling. |
+| **422 for semantic validation** | No | RFC 9110 §15.5.21 defines 422, but Appendix B.3 records that 9110 **deleted** RFC 4918's clause saying 400 was inappropriate. 400 covers "cannot or will not process… perceived to be a client error". The split is convention, not requirement — GitHub splits, Stripe and Google do not. Our machine-readable `error.code` already carries the distinction, and restatusing now breaks clients. |
+| **`Location` on 201** | No | §9.3.3 makes this a `SHOULD` **for POST**; the status code itself (§15.3.2) requires nothing and defines the fallback — absent `Location`, the target URI identifies the resource. Declined knowingly: several 201 responses (signed upload sessions, table exports, knowledge folders) have no canonical single-resource GET, so a `Location` would 404, and adopting it on some of the 19 is worse for a client than on none. Every 201 returns the full representation including its `id`. Revisit per-route if one gains a canonical GET. |
+| **ETag / `If-None-Match` / `If-Match`** | No | Every v2 response is `Cache-Control: private, no-store` per-caller data, so `If-None-Match` buys nothing. For writes, `If-Match` needs a **strong** validator: §8.8.3.2's strong comparison fails if *either* tag is weak, so a weak ETag silently makes every `If-Match` fail. None of the three surveyed APIs does HTTP optimistic concurrency — Google does the semantics via a resource `etag` **field** (AIP-154), deliberately not the header. If Sim needs optimistic concurrency, do it that way. |
+| **`Deprecation` / `Sunset` on v1** | Not yet | RFC 9745 (Standards Track) and RFC 8594 (Informational) both apply, and GitHub emits both. But `Sunset` is a timestamp and 9745 §4 makes `Sunset >= Deprecation` a `MUST`, so emitting either commits Sim to a v1 retirement date — a product decision, not an engineering one. When that date exists: `Deprecation` is an RFC 9651 Structured Field **Date** (`@1688169599`); `Sunset` is an **HTTP-date** (`Sat, 31 Dec 2033 23:59:59 GMT`). Two encodings in one response — the most common implementation error here. |
+| **`application/merge-patch+json`** | No | v2 PATCH bodies are merge-patch *shaped* — absent means unchanged, `null` clears — but they are `.strict()`, so unknown members are rejected where RFC 7396 §2 would merge them, and nested objects are replaced wholesale rather than merged. Advertising the media type would over-claim. Document the semantics per contract instead. |
+
+## Idempotency: at-most-once, not replay
+
+`POST /workflows/{id}/execute` accepts `X-Run-Id`, a caller-supplied run identifier claimed through the `idempotency_key` table (`execution-id-claim.ts`). It is a **uniqueness claim, not an idempotency key**, and the distinction is deliberate and already published in the operation description:
+
+- First use wins and runs.
+- Any reuse returns **409** with `error.details.code: "RUN_ID_CONFLICT"`, the run id in `error.details.runId`, and an `X-Run-Id` response header. It never replays the earlier run's result — the client recovers it by polling the runs resource.
+- Claims are durable tombstones, so deleting execution logs cannot make an id reusable.
+
+That makes the money path safe against double-execution **for callers that opt in**. What it is not: a Stripe-style `Idempotency-Key` that stores and replays the original status and body. Building that means a request fingerprint, a retention window, an in-flight-vs-completed distinction (the expired IETF draft would have these be 422 and 409 respectively), and somewhere to put a large synchronous execution body. It is a designed piece of work, not an increment — do not half-build it by aliasing the header name, which would invite clients written against Stripe semantics to treat our 409 as a hard failure.
+
+## Cursors are opaque, not trusted
+
+The base64-JSON cursor is **not signed**, and does not need to be. Tampering is bounded by construction, and that is a property to preserve:
+
+- Every key value is re-validated by its `KeysetKey.bind`, which returns `null` for a wrong-typed or unparseable value and becomes a 400. A forged cursor cannot reach SQL as `NaN` or an `Invalid Date`.
+- The sort is stamped into the cursor and re-checked (`decodeSortedCursor`), so a cursor from a differently-sorted query is a 400, not a silently skipped page.
+- The offset codec rejects anything that is not a non-negative integer.
+- Authorization is **never** carried in the cursor. Every list re-derives its workspace scope from the authenticated principal, so a cursor lifted from another query — or another tenant — can only move the caller within their own authorized result set.
+
+The consequence to keep true: **never put a resource id, filter, or scope into a cursor and then trust it on the way back.** A cursor is a position hint, never an input to an access decision.
+
+## Checklist
+
+Run this against any new or changed v2 endpoint.
+
+- [ ] Success body is exactly `{data}` or `{data, nextCursor}`; failures are exactly `{error:{code,message,details?}}`.
+- [ ] Route uses a shared builder; no hand-built `NextResponse.json`.
+- [ ] Query and body schemas are `.strict()`.
+- [ ] No caller-supplied value can produce a 500 — check every numeric param reaches SQL as a validated integer, and that any bound value passed as an argument to a SQL function carries an explicit type.
+- [ ] `limit` comes from `v2PaginationFields`, not a hand-written `z.coerce.number()`.
+- [ ] If the response carries `nextCursor`, the query accepts `limit` + `cursor` and the query actually applies them.
+- [ ] Keyset sorts end in a unique `id` key.
+- [ ] The list is classified in `list-pagination.test.ts`.
+- [ ] Cross-tenant access answers 404, never 403 — and carries `Cache-Control: private, no-store`, because RFC 9110 §15.5.5 makes 404 heuristically cacheable and an authorization-dependent 404 must never be stored. `v2Error` sets this unconditionally; do not build a v2 response any other way.
+- [ ] A retryable failure says when: 429 and 503 carry `Retry-After`. No other status invents one.
+- [ ] 403s carry a machine-readable `details.code` from `FORBIDDEN_DETAIL_CODES`, thrown as `ForbiddenOperationError` in the domain rather than attached at the route.
+- [ ] Nested objects inside a `.strict()` body are strict too — `.strict()` does not recurse.
+- [ ] Ordering uses `sortBy` + `sortOrder`; boolean query params use `booleanQueryFlagSchema`.
+- [ ] Validation messages name the field and echo the valid set.
+- [ ] Response schema matches every field the route actually emits.
+- [ ] OpenAPI description regenerated and truthful about pagination.
+- [ ] `bun run type-check`, `bun run check:api-validation`, `bun run check:openapi` pass.
+
+## Known gap
+
+A 405 on a path that *does* have a route file but does not export that verb is generated by Next.js before any Sim code runs: zero-byte body, no `content-type`, and no `Allow` header, which RFC 9110 §15.5.6 requires. Fixing it means either exporting explicit rejecting handlers from every v2 route file or intercepting in `apps/sim/proxy.ts` with a static path→methods table. Neither is done. Unknown *paths* are handled — the catch-all covers those.
diff --git a/.claude/rules/sim-queries.md b/.claude/rules/sim-queries.md
index 14acca8f2cb..a71ee448dde 100644
--- a/.claude/rules/sim-queries.md
+++ b/.claude/rules/sim-queries.md
@@ -143,6 +143,22 @@ const handler = useCallback(() => {
 }, [data])
 ```
 
+## Server prefetching
+
+A server prefetch fills the *same* cache key a client hook fills, so it must be indistinguishable from a client fetch. Five rules:
+
+1. **Read the data layer, never our own API over HTTP.** A server-to-server call to `/api/...` costs a round trip and a second authentication for data the process can already read. Where the route runs an application use case, call that same use case with a principal from the same auth policy the route declares — not a manager underneath it.
+2. **Match the wire shape the hook caches.** The hook's data is whatever `requestJson(contract, …)` produced, so the seed must equal it. Two traps: a contract field declared `z.coerce.date()` means the hook holds a `Date` where raw route JSON holds a string; a passthrough response schema (`z.custom`) means the hook caches route JSON *verbatim*, so seeding raw rows leaks `Date`s and server-only fields. When the route projects before responding, share that projection — have the route and the prefetch call one function.
+3. **Prove the viewer.** Data-layer reads carry no authorization; the route used to provide it. Resolve the viewer (`getWorkspaceHostContextForViewer`, already `cache`d by the layout so it costs nothing) and return early on failure, caching nothing — the client fetch then reaches the route for the real 403. Never widen what a viewer can see.
+4. **Always `await`.** Only a settled query is dehydrated, so an unawaited prefetch is silently dropped from the payload and the pane waterfalls anyway.
+5. **Don't repeat what the layout already seeded.** `getQueryClient()` builds a new client per server call, so a page re-seeding a layout key is a genuine second read — and `HydrationBoundary` defers an already-seen query to an effect, which SSR never runs, so it never reaches the server render either.
+
+Reuse the hook's exported `staleTime` constant and its key factory; `dehydrate` carries neither options nor `staleTime`, and freshness is per-observer.
+
+Seed with `setQueryData` only when the prefetch must be able to *decline* to create an entry (an empty list that has to fall through to a route's creation path). `prefetchQuery` and `ensureQueryData` always create one.
+
+Keep prefetch imports light. A page prefetch's imports land in that route's server graph, so pulling a barrel to reach one function can drag thousands of modules behind it — `bun run check:tool-registry-boundary` gates this per page.
+
 ## Boundary Types
 
 - Hooks import named type aliases from `@/lib/api/contracts/**` (e.g., `import { listEntitiesContract, type EntityList } from '@/lib/api/contracts/entities'`). Never write `z.input<...>` / `z.output<...>` in hooks, and never `import { z } from 'zod'` in client code.
diff --git a/.cursor/commands/tool-registry-boundary.md b/.cursor/commands/tool-registry-boundary.md
index d560d4f40e5..62fb47f53fd 100644
--- a/.cursor/commands/tool-registry-boundary.md
+++ b/.cursor/commands/tool-registry-boundary.md
@@ -63,6 +63,10 @@ If it fails, do not add the entry to an allowlist — there isn't one. Find the
 
 Run it with `--verbose` to print per-route module counts, which is also the quickest way to see whether a change moved the graph.
 
+The same command also ratchets those counts against `check-tool-registry-boundary.baseline.json`. `--check` (what CI runs) fails when an entry exceeds its baseline by more than `max(25 modules, 2%)`, naming the import chain responsible. This catches bloat the registry rule misses — a prefetch importing `listTables` cost the Tables page 444 modules without ever touching `@/tools/registry`.
+
+Re-record with `--update-baseline` and commit the JSON when growth is deliberate. A *shrink* passes but is reported — re-record then too, or the win is silently spendable again.
+
 ## How to verify an edge actually got cut
 
 Do not eyeball imports — the registry is reached through several redundant paths, so cutting one buys nothing while another survives. Walk the graph:
diff --git a/.cursor/commands/v2-api-conventions.md b/.cursor/commands/v2-api-conventions.md
new file mode 100644
index 00000000000..7fa3e1a18ae
--- /dev/null
+++ b/.cursor/commands/v2-api-conventions.md
@@ -0,0 +1,213 @@
+# v2 API Conventions
+
+The v2 surface makes one promise: **every response is the same two shapes, and a caller-supplied value can never produce a 500.**
+
+```
+success (single)      { "data": {...} }
+success (collection)  { "data": [...], "nextCursor": "..." | null }
+failure (always)      { "error": { "code": "...", "message": "...", "details"?: ... } }
+```
+
+Nothing else at the top level. No `success: true`, no bare `{ "error": "string" }`, no HTML.
+
+That promise is worth stating as a rule because it has been broken five separate ways, each time by a route or a builder taking a shortcut that looked local:
+
+- `GET /workflows?limit=1.5` returned **500**. The contract was copied from a sibling and lost its `.int()`, so a fractional limit passed validation and reached Postgres as `LIMIT 2.5`.
+- A malformed JSON body returned **`{"error":"Request body must be valid JSON"}`** — a bare string. The envelope was a per-route opt-in that only 8 of 77 routes remembered.
+- `GET /api/v2/nonexistent` returned a **full HTML 404 document**, because no route file matched and the request fell through to the app's global not-found page.
+- Four collections returned `nextCursor` while **silently discarding** any `limit` the caller sent, because Zod strips unknown keys unless the schema is `.strict()`.
+- Handing back a `nextCursor` from any timestamp-sorted list and passing it straight in returned **500**. The value was validated and bound — but bound with no SQL type, into `date_trunc`, which is overloaded, so Postgres could resolve no overload. Validation was never the missing half; the type was.
+
+Each was one line. The rules below are the generalisations.
+
+## Where the machinery lives
+
+| Concern | File |
+|---|---|
+| Envelope + error codes + cursor codecs | `apps/sim/app/api/v2/lib/response.ts` |
+| Rollout gate (`v2-api` flag) | `apps/sim/app/api/v2/lib/gate.ts` |
+| Cross-tenant concealment | `apps/sim/lib/api/server/routes/resource-concealment.ts` |
+| Route builder | `apps/sim/lib/api/server/routes/v2-json-route.ts` |
+| Contracts | `apps/sim/lib/api/contracts/v2/**` |
+| Shared list/keyset helpers | `apps/sim/lib/api/list-query.ts` |
+
+## Rule 1 — the envelope is produced by helpers, never by hand
+
+`v2Data`, `v2CursorList`, and `v2Error` in `response.ts` are the only things that build a v2 body. They also set `Cache-Control: private, no-store`, which every v2 response needs because every v2 response is authed per-caller data.
+
+A route built with `defineV2JsonRoute` gets this for free: its `present` returns the *body shape* and the builder renders it. Never call `NextResponse.json` from a v2 route.
+
+**The envelope must hold for every failure mode, including the ones that happen before your handler runs.** That is what the four bugs above have in common. Defaults for the transport-level failures live on the builder — `v2PayloadTooLargeResponse` (413) and `v2InvalidJsonResponse` (400) — precisely so a route cannot forget them.
+
+## Rule 2 — status codes mean specific things
+
+| Status | `code` | Meaning |
+|---|---|---|
+| 200 / 201 | — | Success. 201 only for a created resource. |
+| 400 | `BAD_REQUEST` | Contract validation. Carries field-level `details` from `serializeZodIssues`. |
+| 401 | `UNAUTHORIZED` | No/!valid API key. **Runs before the rollout gate.** |
+| 403 | `FORBIDDEN` | Authenticated, same tenant, insufficient rights. Carries a machine-readable `details.code` from the closed set in `lib/core/application/forbidden.ts` (e.g. `INSUFFICIENT_WORKSPACE_ROLE`, `PERSONAL_API_KEYS_DISABLED`). |
+| 404 | `NOT_FOUND` | Not found, **and** cross-tenant concealment, **and** the rollout gate, **and** an unknown path. |
+| 409 | `CONFLICT` | Uniqueness/state conflict, human-readable message. |
+| 413 | `PAYLOAD_TOO_LARGE` | Body over the route's `maxBodyBytes`. |
+| 429 | `RATE_LIMITED` | With `Retry-After` and `X-RateLimit-*`. |
+| 500 | `INTERNAL_ERROR` | Genuine server fault only. Message is always generic. |
+
+Two of these carry real design weight:
+
+**404 is deliberately overloaded.** A workspace the caller cannot reach answers `404 "Workspace not found"`, never 403 — a 403 would confirm the resource exists. `createV2ResourceConcealmentPolicy` does this by mapping a cross-tenant authorization failure to `v2Error('NOT_FOUND', ...)`. The rollout gate answers the same way for the same reason (`gate.ts`: "an ungated caller cannot distinguish 'not in the rollout cohort' from 'no such endpoint'"), and so does the unknown-path catch-all at `app/api/v2/[[...segments]]/route.ts` — its body is byte-identical to the gate's on purpose.
+
+**500 is never caller-reachable.** Any input a caller can send must be rejected at the contract boundary with a 400. If you can construct a query string or body that produces a 500, that is a bug in the contract, not something to wrap in a `try`/`catch`. `v2ErrorForOrchestration` also replaces the message on an unclassified failure with a generic one, so internal detail never leaks. A caller-reachable 500 has shipped three times — a fractional `limit` reaching `LIMIT 2.5`, a plain `HEAD` tripping the builder's method guard, and a keyset cursor's timestamp reaching `date_trunc` as an untyped placeholder — so treat "a well-formed request produced a 500" as the highest-severity class of defect on this surface.
+
+**Validating a value is only half of it; the value also has to reach SQL with a type.** A bound parameter arrives as `unknown` and takes its type from context. Against a typed column (`sort_order > $1`) that inference always succeeds, which is why the gap stays invisible almost everywhere — but as an argument to an overloaded function it can resolve to nothing at all. So: **if a bound value is an argument to a SQL function rather than one side of a comparison, write its type down** (`lib/api/list-query.ts`, `timestampKey`, casts from the column).
+
+And this class survives a green test suite — `keysetAfter` returned well-formed SQL and every assertion passed; only Postgres's parser rejected it. When a change alters the *shape* of generated SQL rather than its values, execute it somewhere before believing the suite.
+
+**Which of 403 and 404 an operation documents follows from its authorization, not from whether it is a read.** `requirePermission` throws two different failures: no workspace access at all is `NoWorkspaceAccessError`, which `createV2ResourceConcealmentPolicy` conceals as 404; access below the operation's `minimumRole` is `InsufficientWorkspacePermissionsError`, which stays a 403. So:
+
+- An operation whose `minimumRole` is `write` or `admin` can always 403 — a member with a lower role hits it. Document 403.
+- An operation whose `minimumRole` is `read` cannot 403 *that* way, because `read` is the floor of the `read < write < admin` ordering and anyone without access is concealed as 404 instead. It can still 403 through `PersonalApiKeysDisabledError` (a personal API key against a workspace whose organization disabled them) or `WorkspaceApiKeyAuthorizationError` (`workspaceApiKey: 'deny'`), and every v2 operation is reachable by a personal API key. **So in practice every workspace-scoped v2 operation documents 403**, and the reads that omitted it were wrong, not principled.
+
+**Every 403 names its cause in `error.details.code`.** One status covers four different remedies — raise a member's role, issue a personal key instead of a workspace-scoped one, re-point a workspace key, buy an enterprise plan — and prose is not branchable, so a client that must tell them apart was string-matching messages, which turns every reword into a silent break.
+
+The vocabulary is a closed set, `FORBIDDEN_DETAIL_CODES` in `lib/core/application/forbidden.ts`, with a `Record` of descriptions beside it that the generated OpenAPI 403 description is built from. Adding a member fails to compile until it is documented, so a code cannot reach the wire unpublished. Do not invent a code at a route: throw `ForbiddenOperationError(code, message)` from the domain and let `v2CaughtOrchestrationError` — the function every v2 error policy falls through to — attach it. `InsufficientWorkspacePermissionsError`, `PersonalApiKeysDisabledError`, `WorkspaceApiKeyAuthorizationError`, and `PrincipalKindAuthorizationError` already carry theirs.
+
+The cross-tenant refusals (`NoWorkspaceAccessError`, `WorkspaceApiKeyScopeAuthorizationError`, `DelegatedWorkspaceAuthorizationError`) deliberately carry **no** code. They are concealed as 404, and naming their cause would hand back the resource-existence signal the concealment exists to withhold.
+
+Use the shared sets in `contracts/v2/openapi/shared.ts` — `RESOURCE_ERRORS`, `RESOURCE_CONFLICT_ERRORS`, `RESOURCE_MUTATION_ERRORS` — rather than assembling a per-operation list; all three already include `Forbidden`, and hand-assembled lists are how three knowledge reads and three upload operations quietly lost it.
+
+**HEAD is answered by the `GET` handler, not rejected.** Next aliases a missing `HEAD` export onto `GET` and drops the body when sending, so a route's `GET` legitimately runs with `request.method === 'HEAD'`. The builders' method guard accepts that pairing via `methodMatchesContract`; any other mismatch stays a hard error. Never hand-write a `HEAD` export to "fix" this.
+
+## Rule 3 — a collection that returns `nextCursor` must accept `limit` + `cursor`, and must apply them
+
+Every list returns `{ data, nextCursor }`. Whether it *pages* is a separate, pinned decision — see `lib/api/contracts/v2/__tests__/list-pagination.test.ts`, which enumerates both sets and fails when a new list is in neither.
+
+Build the query slice from the shared helper, never by hand:
+
+```ts
+...v2PaginationFields({ description: 'Maximum widgets to return per page.' })
+```
+
+That gives `limit` (integer, 1..`V2_MAX_PAGE_SIZE`, defaulting to `V2_DEFAULT_PAGE_SIZE` = 50) and an opaque `cursor`. Re-declaring `limit: z.coerce.number()...` inline is how the 500 happened; there is one schema so the family cannot drift again.
+
+Two cursor schemes exist, both opaque base64-JSON from `response.ts`. Which one you use is decided by what the read can express, not by taste:
+
+- **Keyset** (`readSortedCursor` in, `encodeSortedCursor` out) — the default. Requires the page to come from one ordered SQL read. The sort is stamped into the cursor and re-checked on replay, so changing `sortBy` mid-pagination is a 400, not a silently skipped page.
+- **Offset** (`decodeOffsetCursor` / `encodeOffsetCursor`) — only when a keyset is impossible. Two lists qualify: `GET /skills` merges a static in-code registry with DB rows and re-sorts in JS, and `GET /knowledge/{id}/documents` sits on a limit/offset query. An offset cursor **must** be stamped with `offsetCursorScope(...)` covering every param that filters or orders the sequence (not `limit`, which only selects how much of it to return). A bare offset replayed against a re-sorted or re-filtered sequence names a different row, which skips or repeats results — the exact failure the keyset's sort stamp already prevents.
+
+**A keyset's key list must end in a unique column (`id`).** A non-unique trailing key cannot separate tied rows, so the page boundary either repeats or drops them. `lib/api/list-keyset-paging.test.ts` demonstrates the failure.
+
+Return `nextCursor: null` on the last page and only then. Never construct a cursor client-side.
+
+**Ordering is `sortBy` + `sortOrder`, except where there is nothing to sort by.** Fourteen lists take the pair. Two — `GET /logs` and `GET /workflows/{id}/runs` — have exactly one sortable column (start time), so there is no `sortBy` to pair with and the direction rides on a single `order` param; `sortBy`/`sortOrder` are not accepted there. That split is documented in both contracts and is the *only* sanctioned deviation. A new list picks the pair. Do not "fix" the two by accepting `sortOrder` as an alias: an alias is a second spelling of one thing with undefined precedence when both arrive, which is its own inconsistency, and renaming `order` would break every shipped caller.
+
+**A boolean query param is a real boolean**, declared with `booleanQueryFlagSchema` from `contracts/primitives.ts`. It coerces `'true'`/`'1'` and `'false'`/`'0'`/`''`, so it is a strict widening of a `z.enum(['true','false'])` — which is what two v2 params used to be, purely by inheritance from the internal shapes they reused. Reusing an internal `.shape.x` inherits the internal spelling; re-declare instead when the internal one is not the v2 convention.
+
+## Rule 4 — reject what you do not implement
+
+Query and body schemas are **`.strict()`** — and `.strict()` binds the **top level only**. A strict body containing a non-strict nested object still drops unknown keys one level down, which is the headline `filter` bug at a smaller scale: `sort: [{ field, direction, nulls: 'last' }]` answered 200 and ordered by the default. Strictness belongs on the shared nested schema (`sortSpecSchema`'s element, `tableViewConfigSchema`), not restated per body.
+
+Before tightening a schema that is **also** a response or a stored blob, make the read canonical first. `table_views.config` is schemaless JSONB, so a legacy row carrying a retired key would fail a newly strict response parse and become a 500; `normalizeStoredViewConfig` projects the stored blob onto the declared keys so the tightening is safe in both directions. Zod strips unknown keys by default, so a non-strict schema answers `?limit=1` with 200 and the whole set — the caller believes it bounded the response and it did not. That is a contract lie, and on an uncapped list it is also an unbounded-response risk.
+
+Error messages name the field and, where there is one, the escape hatch:
+
+```
+limit must be a whole number
+limit cannot exceed 100
+search cannot be empty
+sortBy: expected one of "name" | "createdAt" | "updatedAt"
+Limit cannot exceed 1000; use limit=0 to stream all rows, or create an export
+```
+
+That last one is the standard to aim for. A message that only says `Invalid input` fails this rule — the caller cannot act on it.
+
+## Rule 5 — contract first, then use case, then route
+
+Order matters because each layer is checked against the one before it.
+
+1. **Contract** in `lib/api/contracts/v2/<domain>.ts` via `defineRouteContract`. Response schemas are `.parse`d on the way out, so a field the producer does not actually emit becomes a 500 on a successful read — assert only what you can prove.
+2. **Application use case** owns canonical loading, authorization, business behavior, and audit. The route's `present` receives **only the use-case result**, so anything the presenter needs (e.g. the active `sortBy`/`sortOrder` to stamp a cursor) must be returned by the use case.
+3. **Route** with `defineV2JsonRoute`, declaring `contract`, `auth: v2ApiKeyAuth`, `operation`, `rateLimit`, `errorPolicy`, `mapInput`, `useCase`, `present`. Auth and rate limiting run before parsing.
+4. **OpenAPI description** in `lib/api/contracts/v2/openapi/<domain>.ts`, then `bun run generate:openapi`. A description that claims behaviour the route does not have is the same class of bug as a wrong schema.
+
+## Rule 6 — a transient failure says when to come back
+
+A response the caller is *expected* to retry must say how long to wait. Two statuses qualify, and both are wired:
+
+| Status | Source of the value | Where |
+|---|---|---|
+| 429 | The caller's own token bucket (`retryAfterMs`, else `resetAt - now`) | `v2RateLimitError` |
+| 503 | A fixed floor, `RETRY_AFTER_SECONDS_BY_STATUS` | `v2Error`, applied automatically |
+
+The 503 default is applied by `v2Error` keyed on the response *status* — `Retry-After` is defined against the status, and the status is the only half of the code/status pair a client sees — so every 503 the surface can emit carries it — the three route builders' `unhandledErrorResponse`, the execute and resume routes, and `serviceFailureResponse`'s `infra` failures. A route with a better number passes `headers: { 'Retry-After': … }` and wins.
+
+Do not add a default for any other code. 400/403/404/409 are not fixed by waiting, and 402 (`USAGE_LIMIT_EXCEEDED`) is resolved by a billing change, not by time.
+
+**Where a policy already knows the wait, carry it — do not re-guess it at the transport.** The admission descriptors in `lib/core/admission/transient-failure` declare `retryAfterSeconds` per denial. That value used to be dropped when the descriptor was mapped onto a preprocess error, so a concurrency denial arrived as a bare 429 with no `Retry-After` even though the policy had named the wait. It now travels `descriptor.retryAfterSeconds → PreprocessExecutionError.retryAfterMs → ExecuteWorkflowServiceFailure.retryAfterMs → serviceFailureResponse`. The `v2Error` default is the floor for paths with *no* policy signal, not the source of truth.
+
+**A failure whose outcome is unknown must not advise a retry.** `ASYNC_ENQUEUE_AMBIGUOUS` is a 503 whose enqueue may have succeeded — it deliberately retains its execution-ID claim. Telling that caller to come back in 5 seconds invites a client with no `X-Run-Id` to start and bill a second run. It passes `omitRetryAfter: true` and returns the run id so the caller reconciles instead. Any future "we don't know if it happened" failure does the same.
+
+RFC 9110 §10.2.3 gives 503 this field's clearest meaning — "how long the service is expected to be unavailable to the client". Note the requirement level is only `MAY`, on 503 (§15.6.4) and, via RFC 6585 §4, on 429. It is `SHOULD` on exactly one status, 413, and only when the condition is temporary; Sim's 413 is a fixed byte ceiling, so it correctly sends none.
+
+## Deliberate non-adoptions
+
+Audited against the primary specs and against Stripe, GitHub, and Google's AIPs. Each is a considered "no", not an oversight. Re-open one only with new evidence.
+
+| Practice | Verdict | Why |
+|---|---|---|
+| **RFC 9457 `application/problem+json`** | No | 9457 §4 steers APIs with an existing format toward keeping it: "Problem details are intended to avoid the necessity of establishing new 'fault' or 'error' document formats, **not to replace existing domain-specific formats**." Nothing in it is a `MUST` to adopt, and none of Stripe, GitHub, or Google use it. Our envelope is load-bearing for every client. **The default error shape does not change.** |
+| **`RateLimit`/`RateLimit-Policy` (IETF draft)** | No | Still an unpublished draft (`-11`, May 2026), returned "Not ready" at HTTPDIR review, and on its **third mutually incompatible wire format** — anything built against `-07` or earlier is already broken. None of the three surveyed APIs emit it; GitHub uses `x-ratelimit-*`, as we do. |
+| **Renaming `X-RateLimit-*` per RFC 6648** | No | 6648 is a `SHOULD NOT` binding *creators of new* parameters, and §1 item 4 "**makes no recommendation as to whether existing 'X-' parameters ought to remain in use or be migrated**". Appendix B argues the migration is itself the interoperability harm. A rename is a client-visible break bought with nothing. |
+| **`X-RateLimit-Reset` as delta-seconds** | No | It is an absolute ISO 8601 timestamp, so it is clock-skew sensitive — but the response where timing actually decides behaviour (429) also carries `Retry-After`, which is skew-free. The absolute value stays useful for scheduling. |
+| **422 for semantic validation** | No | RFC 9110 §15.5.21 defines 422, but Appendix B.3 records that 9110 **deleted** RFC 4918's clause saying 400 was inappropriate. 400 covers "cannot or will not process… perceived to be a client error". The split is convention, not requirement — GitHub splits, Stripe and Google do not. Our machine-readable `error.code` already carries the distinction, and restatusing now breaks clients. |
+| **`Location` on 201** | No | §9.3.3 makes this a `SHOULD` **for POST**; the status code itself (§15.3.2) requires nothing and defines the fallback — absent `Location`, the target URI identifies the resource. Declined knowingly: several 201 responses (signed upload sessions, table exports, knowledge folders) have no canonical single-resource GET, so a `Location` would 404, and adopting it on some of the 19 is worse for a client than on none. Every 201 returns the full representation including its `id`. Revisit per-route if one gains a canonical GET. |
+| **ETag / `If-None-Match` / `If-Match`** | No | Every v2 response is `Cache-Control: private, no-store` per-caller data, so `If-None-Match` buys nothing. For writes, `If-Match` needs a **strong** validator: §8.8.3.2's strong comparison fails if *either* tag is weak, so a weak ETag silently makes every `If-Match` fail. None of the three surveyed APIs does HTTP optimistic concurrency — Google does the semantics via a resource `etag` **field** (AIP-154), deliberately not the header. If Sim needs optimistic concurrency, do it that way. |
+| **`Deprecation` / `Sunset` on v1** | Not yet | RFC 9745 (Standards Track) and RFC 8594 (Informational) both apply, and GitHub emits both. But `Sunset` is a timestamp and 9745 §4 makes `Sunset >= Deprecation` a `MUST`, so emitting either commits Sim to a v1 retirement date — a product decision, not an engineering one. When that date exists: `Deprecation` is an RFC 9651 Structured Field **Date** (`@1688169599`); `Sunset` is an **HTTP-date** (`Sat, 31 Dec 2033 23:59:59 GMT`). Two encodings in one response — the most common implementation error here. |
+| **`application/merge-patch+json`** | No | v2 PATCH bodies are merge-patch *shaped* — absent means unchanged, `null` clears — but they are `.strict()`, so unknown members are rejected where RFC 7396 §2 would merge them, and nested objects are replaced wholesale rather than merged. Advertising the media type would over-claim. Document the semantics per contract instead. |
+
+## Idempotency: at-most-once, not replay
+
+`POST /workflows/{id}/execute` accepts `X-Run-Id`, a caller-supplied run identifier claimed through the `idempotency_key` table (`execution-id-claim.ts`). It is a **uniqueness claim, not an idempotency key**, and the distinction is deliberate and already published in the operation description:
+
+- First use wins and runs.
+- Any reuse returns **409** with `error.details.code: "RUN_ID_CONFLICT"`, the run id in `error.details.runId`, and an `X-Run-Id` response header. It never replays the earlier run's result — the client recovers it by polling the runs resource.
+- Claims are durable tombstones, so deleting execution logs cannot make an id reusable.
+
+That makes the money path safe against double-execution **for callers that opt in**. What it is not: a Stripe-style `Idempotency-Key` that stores and replays the original status and body. Building that means a request fingerprint, a retention window, an in-flight-vs-completed distinction (the expired IETF draft would have these be 422 and 409 respectively), and somewhere to put a large synchronous execution body. It is a designed piece of work, not an increment — do not half-build it by aliasing the header name, which would invite clients written against Stripe semantics to treat our 409 as a hard failure.
+
+## Cursors are opaque, not trusted
+
+The base64-JSON cursor is **not signed**, and does not need to be. Tampering is bounded by construction, and that is a property to preserve:
+
+- Every key value is re-validated by its `KeysetKey.bind`, which returns `null` for a wrong-typed or unparseable value and becomes a 400. A forged cursor cannot reach SQL as `NaN` or an `Invalid Date`.
+- The sort is stamped into the cursor and re-checked (`decodeSortedCursor`), so a cursor from a differently-sorted query is a 400, not a silently skipped page.
+- The offset codec rejects anything that is not a non-negative integer.
+- Authorization is **never** carried in the cursor. Every list re-derives its workspace scope from the authenticated principal, so a cursor lifted from another query — or another tenant — can only move the caller within their own authorized result set.
+
+The consequence to keep true: **never put a resource id, filter, or scope into a cursor and then trust it on the way back.** A cursor is a position hint, never an input to an access decision.
+
+## Checklist
+
+Run this against any new or changed v2 endpoint.
+
+- [ ] Success body is exactly `{data}` or `{data, nextCursor}`; failures are exactly `{error:{code,message,details?}}`.
+- [ ] Route uses a shared builder; no hand-built `NextResponse.json`.
+- [ ] Query and body schemas are `.strict()`.
+- [ ] No caller-supplied value can produce a 500 — check every numeric param reaches SQL as a validated integer, and that any bound value passed as an argument to a SQL function carries an explicit type.
+- [ ] `limit` comes from `v2PaginationFields`, not a hand-written `z.coerce.number()`.
+- [ ] If the response carries `nextCursor`, the query accepts `limit` + `cursor` and the query actually applies them.
+- [ ] Keyset sorts end in a unique `id` key.
+- [ ] The list is classified in `list-pagination.test.ts`.
+- [ ] Cross-tenant access answers 404, never 403 — and carries `Cache-Control: private, no-store`, because RFC 9110 §15.5.5 makes 404 heuristically cacheable and an authorization-dependent 404 must never be stored. `v2Error` sets this unconditionally; do not build a v2 response any other way.
+- [ ] A retryable failure says when: 429 and 503 carry `Retry-After`. No other status invents one.
+- [ ] 403s carry a machine-readable `details.code` from `FORBIDDEN_DETAIL_CODES`, thrown as `ForbiddenOperationError` in the domain rather than attached at the route.
+- [ ] Nested objects inside a `.strict()` body are strict too — `.strict()` does not recurse.
+- [ ] Ordering uses `sortBy` + `sortOrder`; boolean query params use `booleanQueryFlagSchema`.
+- [ ] Validation messages name the field and echo the valid set.
+- [ ] Response schema matches every field the route actually emits.
+- [ ] OpenAPI description regenerated and truthful about pagination.
+- [ ] `bun run type-check`, `bun run check:api-validation`, `bun run check:openapi` pass.
+
+## Known gap
+
+A 405 on a path that *does* have a route file but does not export that verb is generated by Next.js before any Sim code runs: zero-byte body, no `content-type`, and no `Allow` header, which RFC 9110 §15.5.6 requires. Fixing it means either exporting explicit rejecting handlers from every v2 route file or intercepting in `apps/sim/proxy.ts` with a static path→methods table. Neither is done. Unknown *paths* are handled — the catch-all covers those.
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index cf2f27d7836..6030c49dba0 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -697,7 +697,15 @@ jobs:
   desktop-release:
     name: Desktop Release
     needs: [create-release, check-desktop-signing, detect-version]
-    if: needs.check-desktop-signing.outputs.configured == 'true'
+    # Suppress the implicit success() check: check-desktop-signing has an
+    # intentionally skipped transitive dependency on main, which would
+    # otherwise cascade-skip this job even when every direct need succeeded.
+    if: >-
+      !cancelled() &&
+      needs.create-release.result == 'success' &&
+      needs.check-desktop-signing.result == 'success' &&
+      needs.detect-version.result == 'success' &&
+      needs.check-desktop-signing.outputs.configured == 'true'
     permissions:
       contents: write
     uses: ./.github/workflows/desktop-release.yml
diff --git a/.github/workflows/desktop-e2e.yml b/.github/workflows/desktop-e2e.yml
index 7632b0bea66..7b87a84bc8d 100644
--- a/.github/workflows/desktop-e2e.yml
+++ b/.github/workflows/desktop-e2e.yml
@@ -10,6 +10,9 @@ name: Desktop E2E
 on:
   workflow_dispatch:
 
+permissions:
+  contents: read
+
 concurrency:
   group: desktop-e2e-${{ github.ref }}
   cancel-in-progress: true
diff --git a/apps/docs/app/[lang]/[[...slug]]/page.tsx b/apps/docs/app/[lang]/[[...slug]]/page.tsx
index 36c31389949..a4ffafdad87 100644
--- a/apps/docs/app/[lang]/[[...slug]]/page.tsx
+++ b/apps/docs/app/[lang]/[[...slug]]/page.tsx
@@ -16,7 +16,7 @@ import { CodeBlock } from '@/components/ui/code-block'
 import { Heading } from '@/components/ui/heading'
 import { ResponseSection } from '@/components/ui/response-section'
 import { i18n } from '@/lib/i18n'
-import { getApiSpecContent, openapi } from '@/lib/openapi'
+import { getApiSpecContent, getAuthenticatedCodeSamples, openapi } from '@/lib/openapi'
 import { type PageData, source } from '@/lib/source'
 import { DOCS_BASE_URL } from '@/lib/urls'
 
@@ -71,6 +71,7 @@ function stripLocalePrefix(url: string, lang: string): string {
 
 const APIPage = createAPIPage(openapi, {
   playground: { enabled: false },
+  generateCodeSamples: getAuthenticatedCodeSamples,
   client: {
     operation: { APIExampleSelector },
   },
diff --git a/apps/docs/app/global.css b/apps/docs/app/global.css
index 6373ec36d75..6414f5797e3 100644
--- a/apps/docs/app/global.css
+++ b/apps/docs/app/global.css
@@ -42,6 +42,13 @@ body {
   --text-small: 13px;
   --text-base: 15px;
   --text-md: 16px;
+
+  /* Code-token size for the API reference — a deliberate sixth step, between
+     --text-caption and --text-small, because the mono face reads small at 12px. */
+  --text-code: 0.78125rem;
+
+  --font-mono-stack: var(--font-geist-mono), ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas,
+    "Liberation Mono", "Courier New", monospace;
 }
 
 /* Pure white light mode background */
@@ -134,7 +141,6 @@ body {
   --selection-dark: #264f78;
   --highlight-search-active: #f6ad55;
   --scrollbar-thumb-color: #c0c0c0;
-  --scrollbar-thumb-hover-color: #a8a8a8;
   --shadow-subtle: 0 2px 4px 0 rgba(0, 0, 0, 0.08);
   --shadow-medium: 0 4px 12px rgba(0, 0, 0, 0.1);
   --shadow-overlay: 0 10px 30px rgba(0, 0, 0, 0.11);
@@ -216,34 +222,18 @@ body {
   --code-line-number: #a8a8a8;
   --selection-bg: #264f78;
   --scrollbar-thumb-color: #5a5a5a;
-  --scrollbar-thumb-hover-color: #6a6a6a;
   --shadow-overlay: 0 10px 30px rgba(0, 0, 0, 0.3);
 }
 
-/* Scrollbars — platform thumb tokens, transparent track */
+/* Scrollbars — platform thumb tokens, transparent track. A non-auto
+   `scrollbar-width`/`scrollbar-color` makes Chromium ignore every
+   `::-webkit-scrollbar*` rule on the element, so no webkit block here. Hover
+   shading is not expressible through the standard properties. */
 * {
   scrollbar-width: thin;
   scrollbar-color: var(--scrollbar-thumb-color) transparent;
 }
 
-*::-webkit-scrollbar {
-  width: 8px;
-  height: 8px;
-}
-
-*::-webkit-scrollbar-track {
-  background: transparent;
-}
-
-*::-webkit-scrollbar-thumb {
-  background-color: var(--scrollbar-thumb-color);
-  border-radius: 9999px;
-}
-
-*::-webkit-scrollbar-thumb:hover {
-  background-color: var(--scrollbar-thumb-hover-color);
-}
-
 /* Font family utilities */
 .font-sans {
   font-family: var(--font-geist-sans), ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont,
@@ -251,8 +241,7 @@ body {
 }
 
 .font-mono {
-  font-family: var(--font-geist-mono), ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas,
-    "Liberation Mono", "Courier New", monospace;
+  font-family: var(--font-mono-stack);
 }
 
 /* Platform UI font — Season Sans, used by the chip chrome to match the main app */
@@ -672,8 +661,7 @@ aside[data-sidebar],
 code,
 pre,
 pre code {
-  font-family: var(--font-geist-mono), ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas,
-    "Liberation Mono", "Courier New", monospace;
+  font-family: var(--font-mono-stack);
 }
 
 /* Inline code — neutral colors aligned with sim design system */
@@ -912,16 +900,18 @@ video {
   display: none !important;
 }
 
-/* Ensure API reference pages use the same font as the rest of the docs */
+/* Ensure API reference pages use the same font as the rest of the docs.
+   `.font-mono` is excluded: this selector (id + element) outranks the
+   `.font-mono` class rule, so without it every code identifier renders sans. */
 #nd-page:has(.api-page-header),
 #nd-page:has(.api-page-header) h2,
 #nd-page:has(.api-page-header) h3,
 #nd-page:has(.api-page-header) h4,
-#nd-page:has(.api-page-header) p,
-#nd-page:has(.api-page-header) span,
-#nd-page:has(.api-page-header) div,
-#nd-page:has(.api-page-header) label,
-#nd-page:has(.api-page-header) button {
+#nd-page:has(.api-page-header) p:not(.font-mono),
+#nd-page:has(.api-page-header) span:not(.font-mono),
+#nd-page:has(.api-page-header) div:not(.font-mono),
+#nd-page:has(.api-page-header) label:not(.font-mono),
+#nd-page:has(.api-page-header) button:not(.font-mono) {
   font-family: var(--font-geist-sans), ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont,
     "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
 }
@@ -1162,23 +1152,45 @@ div.flex.flex-row.items-start.bg-fd-secondary.border.rounded-lg.text-xs {
   position: relative;
 }
 
+/* API-reference metadata face — the status trigger, the content-type label, the
+   `required` / `header` markers, and the status-code tabs. Defined once; each
+   consumer below adds only its own colour, content, and order. The `code.text-xs`
+   label further down needs `!important` to beat fumadocs and stays separate. */
+#nd-page:has(.api-page-header) button.response-section-dropdown-trigger,
+.response-section-dropdown-trigger,
+#nd-page:has(.api-page-header) span.response-section-content-type,
+.response-section-content-type,
+#nd-page:has(.api-page-header)
+  .flex.flex-wrap.items-center.gap-3.not-prose:has(span.text-red-400)::after,
+#nd-page:has(.api-page-header) div.my-4 > .flex.flex-wrap.items-center.gap-3.not-prose::before,
+#nd-page:has(.api-page-header) div.my-4 > .flex.flex-wrap.items-center.gap-3.not-prose::after,
+#nd-page:has(.api-page-header) .flex.gap-3\.5.overflow-x-auto.not-prose > button {
+  font-size: var(--text-code);
+  line-height: 1.25rem;
+  font-weight: 400;
+  font-family: var(--font-mono-stack);
+}
+
+/* Status-code trigger — matches the content-type label beside it. */
+#nd-page:has(.api-page-header) button.response-section-dropdown-trigger,
 .response-section-dropdown-trigger {
   display: flex;
   align-items: center;
   gap: 0.25rem;
-  padding: 0.125rem 0.25rem;
-  font-size: 0.875rem;
-  font-weight: 500;
-  color: var(--color-fd-muted-foreground);
+  height: 1.25rem;
+  padding: 0 0.25rem;
+  color: var(--text-secondary);
   background: none;
   border: none;
   cursor: pointer;
   border-radius: 0.375rem;
   transition: color 0.15s;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
 }
+/* Carries the same id-qualified prefix as the base rule above; without it the
+   base rule outranks this one and the trigger never changes colour on hover. */
+#nd-page:has(.api-page-header) button.response-section-dropdown-trigger:hover,
 .response-section-dropdown-trigger:hover {
-  color: var(--color-fd-foreground);
+  color: var(--text-primary);
 }
 
 .response-section-chevron {
@@ -1226,7 +1238,7 @@ div.flex.flex-row.items-start.bg-fd-secondary.border.rounded-lg.text-xs {
   color: var(--text-primary);
 }
 .response-section-dropdown-item-selected {
-  color: var(--color-fd-foreground);
+  color: var(--text-primary);
 }
 
 .response-section-check {
@@ -1234,10 +1246,15 @@ div.flex.flex-row.items-start.bg-fd-secondary.border.rounded-lg.text-xs {
   height: 0.875rem;
 }
 
+/* Content-type label. The Response header renders this class; the Request Body
+   header renders a fumadocs `code.text-xs`. Keep the two in sync — the same
+   string at different weights reads as one being lighter than the other. */
+#nd-page:has(.api-page-header) span.response-section-content-type,
 .response-section-content-type {
-  font-size: 0.875rem;
-  color: var(--color-fd-muted-foreground);
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
+  color: var(--text-secondary);
+  background: none;
+  border: none;
+  padding: 0;
 }
 
 /* Response schema container — remove border to match Path Parameters style */
@@ -1262,25 +1279,80 @@ div.flex.flex-row.items-start.bg-fd-secondary.border.rounded-lg.text-xs {
   order: 1;
 }
 
-/* Type badge — order 2, grey pill */
+/* Type token — order 2. Covers every shape the slot takes: scalar span, union
+   wrapper, schema-reference button, and the auth row's `::after` label. Reuses
+   the docs inline-code recipe, so a type reads as code wherever it appears; the
+   explicit 20px height keeps a union level with a scalar, which its nested
+   links would otherwise push to 26px. */
 #nd-page:has(.api-page-header)
   .flex.flex-wrap.items-center.gap-3.not-prose
-  > span.text-sm.font-mono.text-fd-muted-foreground {
+  > span.text-sm.font-mono.text-fd-muted-foreground,
+#nd-page:has(.api-page-header) .flex.flex-wrap.items-center.gap-3.not-prose > button,
+#nd-page:has(.api-page-header) .flex.flex-wrap.items-center.gap-3.not-prose > span:has(> button),
+#nd-page:has(.api-page-header)
+  div.my-4
+  > .flex.flex-wrap.items-center.gap-3.not-prose
+  > span.text-sm.font-mono.text-fd-muted-foreground::after {
   order: 2;
-  background-color: var(--surface-5);
-  color: var(--text-secondary);
-  padding: 0.1875rem 0.5rem;
+  display: inline-flex;
+  align-items: center;
+  height: 1.25rem;
+  /* No gap: an `array<T>` slot holds its brackets as bare text nodes, which
+     become anonymous flex items, so any gap here would prise `array<` and `>`
+     away from the type they wrap. The union separator spaces itself instead. */
+  gap: 0;
+  background-color: var(--surface-4);
+  border: 1px solid var(--border-1);
+  color: var(--text-body);
+  padding: 0 0.3125rem;
   border-radius: 0.375rem;
-  font-size: var(--text-xs);
-  line-height: 1.125rem;
-  font-weight: 500;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
+  font-size: var(--text-code);
+  line-height: 1;
+  font-weight: 400;
+  font-family: var(--font-mono-stack);
+}
+
+/* Everything inside a type token inherits the token's own face, size, and ink.
+   Applied to every descendant, not just the links: a union's `|` separator is a
+   classless `span`, so the page-wide `span:not(.font-mono)` rule assigned it the
+   body sans face and one chip rendered in two faces. Anything fumadocs nests in
+   here later is covered by the same reset.
+   Underline is deferred to hover so links don't read heavier than a plain scalar
+   in the same box. The button that *is* the slot needs its own rule below: it
+   cannot `inherit`, which would pull the row's 14px sans back in. */
+#nd-page:has(.api-page-header)
+  .flex.flex-wrap.items-center.gap-3.not-prose
+  > span.text-sm.font-mono.text-fd-muted-foreground
+  * {
+  text-decoration: none;
+  color: inherit;
+  font-size: inherit;
+  font-family: inherit;
 }
-html.dark
-  #nd-page:has(.api-page-header)
+#nd-page:has(.api-page-header)
   .flex.flex-wrap.items-center.gap-3.not-prose
-  > span.text-sm.font-mono.text-fd-muted-foreground {
-  background-color: var(--surface-4);
+  > button.text-sm.font-mono.text-fd-muted-foreground {
+  text-decoration: none;
+}
+#nd-page:has(.api-page-header)
+  .flex.flex-wrap.items-center.gap-3.not-prose
+  > span.text-sm.font-mono.text-fd-muted-foreground
+  :is(a, button):hover,
+#nd-page:has(.api-page-header)
+  .flex.flex-wrap.items-center.gap-3.not-prose
+  > button.text-sm.font-mono.text-fd-muted-foreground:hover {
+  text-decoration: underline;
+  text-underline-offset: 2px;
+}
+
+/* Union separator — dimmed one step, no further: `string | null` started
+   reading as `string null` on the chip fill. Own margin; the slot has no gap. */
+#nd-page:has(.api-page-header)
+  .flex.flex-wrap.items-center.gap-3.not-prose
+  > span.text-sm.font-mono.text-fd-muted-foreground
+  > span {
+  margin: 0 0.375rem;
+  color: var(--text-muted);
 }
 
 /* Hide the "*" inside the name span — we'll add "required" as a ::after on the flex row */
@@ -1288,21 +1360,15 @@ html.dark
   display: none;
 }
 
-/* Required badge — order 3, red pill */
+/* Required marker — order 3. Error text colour but no fill: eight required
+   params on one page should not read as eight alarms. */
 #nd-page:has(.api-page-header)
   .flex.flex-wrap.items-center.gap-3.not-prose:has(span.text-red-400)::after {
   content: "required";
   order: 3;
   display: inline-flex;
   align-items: center;
-  background-color: var(--badge-error-bg);
   color: var(--badge-error-text);
-  padding: 0.1875rem 0.5rem;
-  border-radius: 0.375rem;
-  font-size: var(--text-xs);
-  line-height: 1.125rem;
-  font-weight: 500;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
 }
 /* Optional "?" indicator — hide it */
 #nd-page:has(.api-page-header)
@@ -1326,79 +1392,52 @@ html.dark
   > span.font-medium.font-mono.text-fd-primary {
   order: 1;
 }
+/* Auth rows collapse the real `<token>` text to zero and draw the chip in the
+   `::after` below, so this span is a bare wrapper: it must drop the type-token
+   box it matches, or the chip renders inside a second, empty bordered box. */
 #nd-page:has(.api-page-header)
   div.my-4
   > .flex.flex-wrap.items-center.gap-3.not-prose
   > span.text-sm.font-mono.text-fd-muted-foreground {
   order: 2;
   font-size: 0;
-  padding: 0 !important;
-  background: none !important;
+  padding: 0;
+  background: none;
+  border: none;
+  height: auto;
   line-height: 0;
 }
+/* Only the label — the box comes from the shared type-token rule above, which
+   this pseudo-element is a member of. */
 #nd-page:has(.api-page-header)
   div.my-4
   > .flex.flex-wrap.items-center.gap-3.not-prose
   > span.text-sm.font-mono.text-fd-muted-foreground::after {
   content: "string";
-  font-size: var(--text-xs);
-  line-height: 1.125rem;
-  font-weight: 500;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
-  background-color: var(--surface-5);
-  color: var(--text-secondary);
-  padding: 0.1875rem 0.5rem;
-  border-radius: 0.375rem;
-  display: inline-flex;
-  align-items: center;
-}
-html.dark
-  #nd-page:has(.api-page-header)
-  div.my-4
-  > .flex.flex-wrap.items-center.gap-3.not-prose
-  > span.text-sm.font-mono.text-fd-muted-foreground::after {
-  background-color: var(--surface-4);
 }
 
-/* "header" badge via ::before on the auth flex row */
+/* "header" location via ::before on the auth flex row — uncontained metadata,
+   matching the `required` marker rather than the type token. */
 #nd-page:has(.api-page-header) div.my-4 > .flex.flex-wrap.items-center.gap-3.not-prose::before {
   content: "header";
   order: 3;
   display: inline-flex;
   align-items: center;
-  background-color: var(--surface-5);
   color: var(--text-secondary);
-  padding: 0.1875rem 0.5rem;
-  border-radius: 0.375rem;
-  font-size: var(--text-xs);
-  line-height: 1.125rem;
-  font-weight: 500;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
-}
-html.dark
-  #nd-page:has(.api-page-header)
-  div.my-4
-  > .flex.flex-wrap.items-center.gap-3.not-prose::before {
-  background-color: var(--surface-4);
 }
 
-/* "required" badge via ::after on the auth flex row — red pill */
+/* "required" marker via ::after on the auth flex row */
 #nd-page:has(.api-page-header) div.my-4 > .flex.flex-wrap.items-center.gap-3.not-prose::after {
   content: "required";
   order: 4;
   display: inline-flex;
   align-items: center;
-  background-color: var(--badge-error-bg);
   color: var(--badge-error-text);
-  padding: 0.1875rem 0.5rem;
-  border-radius: 0.375rem;
-  font-size: var(--text-xs);
-  line-height: 1.125rem;
-  font-weight: 500;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
 }
-/* Hide "In: header" text below auth property — redundant with the header badge */
-#nd-page:has(.api-page-header) div.my-4 .prose-no-margin p:has(> code) {
+/* Hide the trailing "In: header" line — redundant with the header marker.
+   Matched by position, not shape: descriptions contain a `code` too (status
+   codes), so a bare `p:has(> code)` also hid the API-key description. */
+#nd-page:has(.api-page-header) div.my-4 .prose-no-margin > p:last-child:has(> code) {
   display: none !important;
 }
 
@@ -1425,36 +1464,18 @@ html.dark
   border-color: var(--surface-active);
 }
 
-/* Body/Callback section "application/json" label — remove inline code styling */
+/* Body/Callback "application/json" label — strip inline-code chrome and keep in
+   sync with `.response-section-content-type`; same string, two headers. */
 #nd-page:has(.api-page-header) .flex.gap-2.items-center.justify-between p.not-prose code.text-xs,
 #nd-page:has(.api-page-header) .flex.justify-between.gap-2.items-end p.not-prose code.text-xs {
   background: none !important;
   border: none !important;
   padding: 0 !important;
-  color: var(--color-fd-muted-foreground) !important;
-  font-size: 0.875rem !important;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif !important;
-}
-
-/* Object/array type triggers in property rows — order 2 + badge chip styling */
-#nd-page:has(.api-page-header) .flex.flex-wrap.items-center.gap-3.not-prose > button,
-#nd-page:has(.api-page-header) .flex.flex-wrap.items-center.gap-3.not-prose > span:has(> button) {
-  order: 2;
-  background-color: var(--surface-5);
-  color: var(--text-secondary);
-  padding: 0.1875rem 0.5rem;
-  border-radius: 0.375rem;
-  font-size: var(--text-xs);
-  line-height: 1.125rem;
-  font-weight: 500;
-  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, sans-serif;
-}
-html.dark #nd-page:has(.api-page-header) .flex.flex-wrap.items-center.gap-3.not-prose > button,
-html.dark
-  #nd-page:has(.api-page-header)
-  .flex.flex-wrap.items-center.gap-3.not-prose
-  > span:has(> button) {
-  background-color: var(--surface-4);
+  color: var(--text-secondary) !important;
+  font-size: var(--text-code) !important;
+  line-height: 1.25rem !important;
+  font-weight: 400 !important;
+  font-family: var(--font-mono-stack) !important;
 }
 
 /* Section headings (Authorization, Path Parameters, etc.) — consistent top spacing */
@@ -1463,15 +1484,15 @@ html.dark
   margin-bottom: 0.25rem !important;
 }
 
-/* Code examples in right column — wrap long lines instead of horizontal scroll */
-#nd-page:has(.api-page-header) pre {
-  white-space: pre-wrap !important;
-  word-break: break-all !important;
-}
-#nd-page:has(.api-page-header) pre code {
-  width: 100% !important;
-  word-break: break-all !important;
-  overflow-wrap: break-word !important;
+/* Example-panel code overflows rather than wraps: a wrapped line restarts at
+   column zero and misreports the JSON nesting depth. */
+
+/* fumadocs' own lucide glyphs (heading anchor, copy button) ship at stroke-width
+   2 while emcn strokes at 1.55, so they read heavier than everything near them.
+   Layout-wide on purpose: one icon weight across the docs. Retired once
+   createAPIPage is given renderHeading/renderCodeBlock. */
+#nd-docs-layout svg[class*="lucide"] {
+  stroke-width: 1.55;
 }
 
 /* Callout/alert — transparent background, no shadow, hide colored bar, add padding */
@@ -1497,7 +1518,7 @@ div.not-prose.rounded-md.border.bg-fd-card.p-2 {
 div.rounded-xl.border.bg-fd-card.shadow-md:has(> [role="none"]) > svg {
   fill: none !important;
   color: var(--color-fd-foreground) !important;
-  stroke-width: 1.75 !important;
+  stroke-width: 1.55 !important;
   flex-shrink: 0;
   width: 1rem !important;
   height: 1rem !important;
diff --git a/apps/docs/components/icons.tsx b/apps/docs/components/icons.tsx
index 447d38bb28f..66b13bcc673 100644
--- a/apps/docs/components/icons.tsx
+++ b/apps/docs/components/icons.tsx
@@ -2494,6 +2494,32 @@ export function DocumentIcon(props: SVGProps<SVGSVGElement>) {
   )
 }
 
+export function WindchillIcon(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg
+      viewBox='79 57 88 88'
+      role='img'
+      aria-label='Windchill icon'
+      xmlns='http://www.w3.org/2000/svg'
+      {...props}
+    >
+      <rect x='79' y='57' width='88' height='88' fill='#FFFFFF' />
+      <g fill='#3D4647'>
+        <polygon points='137.2,86.6 137.2,68.5 122.8,60.2 107.1,69.2' />
+        <polygon points='142.7,106.4 158.4,97.3 158.4,80.7 142.7,71.6' />
+        <polygon points='108.5,115.8 108.5,133.9 122.8,142.2 138.5,133.2' />
+        <polygon points='128.2,121 143.9,130.1 158.4,121.7 158.4,103.6' />
+        <polygon points='117.4,81.4 101.7,72.4 87.3,80.7 87.3,98.8' />
+        <polygon points='103,96 87.3,105.1 87.3,121.7 103,130.8' />
+      </g>
+      <polygon
+        fill='#40AA1D'
+        points='137.2,109.5 122.8,117.8 108.4,109.5 108.4,92.9 122.8,84.6 137.2,92.9'
+      />
+    </svg>
+  )
+}
+
 export function MintlifyIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg {...props} xmlns='http://www.w3.org/2000/svg' viewBox='0 0 19 19' fill='none'>
diff --git a/apps/docs/components/ui/icon-mapping.ts b/apps/docs/components/ui/icon-mapping.ts
index efc90688641..3f5b071fca6 100644
--- a/apps/docs/components/ui/icon-mapping.ts
+++ b/apps/docs/components/ui/icon-mapping.ts
@@ -245,6 +245,7 @@ import {
   WebhookIcon,
   WhatsAppIcon,
   WikipediaIcon,
+  WindchillIcon,
   WizaIcon,
   WordpressIcon,
   WorkdayIcon,
@@ -538,6 +539,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   webflow: WebflowIcon,
   whatsapp: WhatsAppIcon,
   wikipedia: WikipediaIcon,
+  windchill: WindchillIcon,
   wiza: WizaIcon,
   wordpress: WordpressIcon,
   workday: WorkdayIcon,
diff --git a/apps/docs/content/docs/en/api-reference/(generated)/workflows/meta.json b/apps/docs/content/docs/en/api-reference/(generated)/workflows/meta.json
index fb32a86e414..1017e55e280 100644
--- a/apps/docs/content/docs/en/api-reference/(generated)/workflows/meta.json
+++ b/apps/docs/content/docs/en/api-reference/(generated)/workflows/meta.json
@@ -9,6 +9,7 @@
     "getWorkflowVersionV2",
     "exportWorkflow",
     "importWorkflow",
+    "getWorkflowDeployment",
     "deployWorkflow",
     "undeployWorkflow",
     "rollbackWorkflow",
diff --git a/apps/docs/content/docs/en/integrations/meta.json b/apps/docs/content/docs/en/integrations/meta.json
index da4fbf044e5..902c4cd44b1 100644
--- a/apps/docs/content/docs/en/integrations/meta.json
+++ b/apps/docs/content/docs/en/integrations/meta.json
@@ -259,6 +259,7 @@
     "webflow-service-account",
     "whatsapp",
     "wikipedia",
+    "windchill",
     "wiza",
     "wordpress",
     "workday",
diff --git a/apps/docs/content/docs/en/integrations/windchill.mdx b/apps/docs/content/docs/en/integrations/windchill.mdx
new file mode 100644
index 00000000000..7f2b4dbfab1
--- /dev/null
+++ b/apps/docs/content/docs/en/integrations/windchill.mdx
@@ -0,0 +1,937 @@
+---
+title: Windchill
+description: Manage documents, revisions, and content in PTC Windchill
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="windchill"
+  color="#FFFFFF"
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[PTC Windchill](https://www.ptc.com/en/products/windchill) is the product lifecycle management system manufacturers use as the system of record for engineering data. Documents in Windchill are controlled objects: each one carries a number, a revision and iteration, a lifecycle state, folder placement, security labels, and a checkout status that decides who is allowed to change it right now.
+
+This integration talks to Windchill REST Services (WRS) 2.7 over OData — the query protocol Windchill exposes its data through — using a Basic-authenticated service account. Point it at a complete versioned service root — `https://your-host/Windchill/servlet/odata/v6` — and your agents can:
+
+- **Find and read documents**: list documents with an OData filter, sort order, field selection, page size, and a latest-version-only switch; fetch a single document by its object identifier (OID); and walk a document's structure through its usage links to see child documents with their versions and states.
+- **Create and update**: create one document or a batch of them in a container and optional folder, and patch editable attributes on one or many documents. Name, Number, and Organization are rejected here and have their own operation, because Windchill changes those through a separate action and refuses it while a document is checked out.
+- **Run the version and lifecycle cycle**: check documents out and back in with notes, undo a checkout, revise to the next revision, read the lifecycle states a document is actually allowed to move to, and transition it to one of them.
+- **Move files**: download a document's primary content, or a specific attachment by its OID, into a Sim file — and upload files as primary content or attachments. Sim handles Windchill's CSRF token and its multi-step upload handshake for you.
+
+Bulk actions are atomic on Windchill's side: PTC documents that if the action fails for any object in the collection, the entire action is rolled back and nothing changes.
+
+Two limits are worth knowing before you build. Windchill identifies everything by OID (`OR:wt.doc.WTDocument:48796581`), so most operations need an OID you got from a list or get call rather than a document number. And this integration supports Basic authentication only — Windchill deployments fronted by OAuth are not currently supported.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Integrate PTC Windchill REST Services 2.7 document management into your workflow using Basic authentication. Read and update document metadata, perform version and lifecycle actions, and transfer primary content and attachments. Windchill OAuth deployments are not currently supported.
+
+
+
+## Actions
+
+### Windchill List Documents
+
+List documents with an OData query, sorting, and pagination
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `select` | string | No | Comma-separated normalized document properties to return |
+| `filter` | string | No | OData $filter expression |
+| `orderBy` | string | No | OData $orderby expression |
+| `top` | number | No | Maximum documents in the OData result set \($top\), from 1 to 2000 |
+| `skip` | number | No | Documents to skip |
+| `count` | boolean | No | Ask Windchill to include the total matching count |
+| `latestVersion` | boolean | No | Return only the latest version of matching documents |
+| `nextLink` | string | No | Verified @odata.nextLink from a previous list response |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `documents` | array | Windchill documents |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+| `pageInfo` | object | OData pagination information |
+|   ↳ `count` | number | Number of items returned in this page |
+|   ↳ `totalCount` | number | Total matching items |
+|   ↳ `nextLink` | string | URL returned by Windchill for the next page |
+
+### Windchill Get Document
+
+Get a WT.Document by OID
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `select` | string | No | Comma-separated normalized document properties to return |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `document` | object | Windchill document |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Get Document Structure
+
+Retrieve recursive document usage links and their parent and child documents
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `structureDepth` | number | No | Document structure expansion depth, from 1 to 3 |
+| `nextLink` | string | No | Verified @odata.nextLink from a previous structure response |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `structure` | array | Document usage links, including recursively expanded child links |
+|   ↳ `id` | string | Document usage link OID |
+|   ↳ `parent` | object | Parent document |
+|     ↳ `id` | string | Windchill object identifier |
+|     ↳ `name` | string | Document name |
+|     ↳ `number` | string | Document number |
+|     ↳ `title` | string | Document title |
+|     ↳ `description` | string | Document description |
+|     ↳ `state` | string | Internal life cycle state value |
+|     ↳ `stateDisplay` | string | Displayed life cycle state value |
+|     ↳ `versionId` | string | Version identifier |
+|     ↳ `revision` | string | Revision identifier |
+|     ↳ `version` | string | Version and iteration |
+|     ↳ `latest` | boolean | Whether this is the latest version |
+|     ↳ `checkoutState` | string | Checkout state |
+|     ↳ `folderName` | string | Folder name |
+|     ↳ `folderLocation` | string | Folder path |
+|   ↳ `child` | object | Child document |
+|     ↳ `id` | string | Windchill object identifier |
+|     ↳ `name` | string | Document name |
+|     ↳ `number` | string | Document number |
+|     ↳ `title` | string | Document title |
+|     ↳ `description` | string | Document description |
+|     ↳ `state` | string | Internal life cycle state value |
+|     ↳ `stateDisplay` | string | Displayed life cycle state value |
+|     ↳ `versionId` | string | Version identifier |
+|     ↳ `revision` | string | Revision identifier |
+|     ↳ `version` | string | Version and iteration |
+|     ↳ `latest` | boolean | Whether this is the latest version |
+|     ↳ `checkoutState` | string | Checkout state |
+|     ↳ `folderName` | string | Folder name |
+|     ↳ `folderLocation` | string | Folder path |
+|   ↳ `children` | array | Nested child usage links with the same recursive shape |
+| `pageInfo` | object | OData pagination information |
+|   ↳ `count` | number | Number of items returned in this page |
+|   ↳ `totalCount` | number | Total matching items |
+|   ↳ `nextLink` | string | URL returned by Windchill for the next page |
+
+### Windchill Get Valid State Transitions
+
+Get lifecycle states a document can transition to from its current state
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `states` | array | Valid lifecycle transitions |
+|   ↳ `value` | string | Internal state value |
+|   ↳ `display` | string | Displayed state value |
+
+### Windchill Get Primary Content
+
+Get primary-content metadata for a document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `content` | object | Primary-content metadata |
+|   ↳ `id` | string | Content object identifier |
+|   ↳ `fileName` | string | Content file name |
+|   ↳ `description` | string | Content description |
+|   ↳ `format` | string | Windchill content format |
+|   ↳ `mimeType` | string | Content MIME type |
+|   ↳ `fileSize` | number | Content size in bytes |
+|   ↳ `contentType` | string | Windchill OData content entity type |
+|   ↳ `displayName` | string | Displayed content name |
+|   ↳ `urlLocation` | string | URL-data location |
+|   ↳ `externalLocation` | string | External-storage location |
+
+### Windchill List Attachments
+
+List attachment metadata for a document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `nextLink` | string | No | Verified @odata.nextLink from a previous attachment response |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `attachments` | array | Document attachments |
+|   ↳ `id` | string | Content object identifier |
+|   ↳ `fileName` | string | Content file name |
+|   ↳ `description` | string | Content description |
+|   ↳ `format` | string | Windchill content format |
+|   ↳ `mimeType` | string | Content MIME type |
+|   ↳ `fileSize` | number | Content size in bytes |
+|   ↳ `contentType` | string | Windchill OData content entity type |
+|   ↳ `displayName` | string | Displayed content name |
+|   ↳ `urlLocation` | string | URL-data location |
+|   ↳ `externalLocation` | string | External-storage location |
+| `pageInfo` | object | OData pagination information |
+|   ↳ `count` | number | Number of items returned in this page |
+|   ↳ `totalCount` | number | Total matching items |
+|   ↳ `nextLink` | string | URL returned by Windchill for the next page |
+
+### Windchill Create Document
+
+Create one WT.Document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `name` | string | Yes | Document name |
+| `containerOid` | string | Yes | Container OID in which to create the document |
+| `number` | string | No | Optional document number when manual numbering is enabled |
+| `title` | string | No | Document title |
+| `description` | string | No | Document description |
+| `folderOid` | string | No | Optional folder OID for the new document |
+| `attributes` | json | No | Optional installed Windchill document attributes as a JSON object |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Create Documents
+
+Create several documents in one atomic Windchill request
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documents` | array | Yes | Document inputs as a JSON array; each item requires name and containerOid |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `documents` | array | Documents returned by Windchill when the operation returns them |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Update Document
+
+Update one document's editable attributes
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `attributes` | json | Yes | Editable attributes as a JSON object. Name, Number, and Organization require the Update Common Properties operation and are not supported here. |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Update Common Properties
+
+Update a document's Name, Number, and other common properties
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581. The document must not be checked out. |
+| `commonProperties` | json | Yes | Common properties as a JSON object, for example \{"Name":"New name","Number":"NEW-001"\}. Enumerated properties take a value/display pair. |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Update Documents
+
+Update several documents' editable attributes in one atomic request
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documents` | array | Yes | Document updates as a JSON array; each item requires id and the editable attributes to set. Name, Number, and Organization are not supported. |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `documents` | array | Documents returned by Windchill when the operation returns them |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Delete Document
+
+Delete one document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+
+### Windchill Delete Documents
+
+Delete multiple documents atomically
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOids` | array | Yes | WT.Document OIDs to process atomically |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+
+### Windchill Check Out Document
+
+Check out one document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `checkOutNote` | string | No | Checkout note |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Check Out Documents
+
+Check out multiple documents atomically
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOids` | array | Yes | WT.Document OIDs to process atomically |
+| `checkOutNote` | string | No | Checkout note |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `documents` | array | Documents returned by Windchill when the operation returns them |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Check In Document
+
+Check in one document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `checkInNote` | string | No | Check-in note |
+| `keepCheckedOut` | boolean | No | Keep the document checked out after checking it in |
+| `checkOutNote` | string | No | Checkout note |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Check In Documents
+
+Check in multiple documents atomically
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOids` | array | Yes | WT.Document OIDs to process atomically |
+| `checkInNote` | string | No | Check-in note |
+| `keepCheckedOut` | boolean | No | Keep the document checked out after checking it in |
+| `checkOutNote` | string | No | Checkout note |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `documents` | array | Documents returned by Windchill when the operation returns them |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Undo Check Out Document
+
+Undo checkout for one document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Undo Check Out Documents
+
+Undo checkout for multiple documents atomically
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOids` | array | Yes | WT.Document OIDs to process atomically |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `documents` | array | Documents returned by Windchill when the operation returns them |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Revise Document
+
+Create a new revision of one document
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `versionId` | string | No | Optional target revision identifier when override-on-revise is enabled |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Revise Documents
+
+Create new revisions of multiple documents atomically
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOids` | array | Yes | WT.Document OIDs to process atomically |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `documents` | array | Documents returned by Windchill when the operation returns them |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Set Lifecycle State
+
+Transition a document to a valid lifecycle state
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `stateValue` | string | Yes | Internal value of the target lifecycle state |
+| `stateDisplay` | string | Yes | Display value of the target lifecycle state |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `document` | object | Document returned by Windchill when the operation returns one |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Update Document Security Labels
+
+Update installed security-label attributes for one or more documents
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `securityLabelUpdates` | array | Yes | Array of document IDs and installed security-label values |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the operation |
+| `documents` | array | Documents returned by Windchill when the operation returns them |
+|   ↳ `id` | string | Windchill object identifier |
+|   ↳ `name` | string | Document name |
+|   ↳ `number` | string | Document number |
+|   ↳ `title` | string | Document title |
+|   ↳ `description` | string | Document description |
+|   ↳ `state` | string | Internal life cycle state value |
+|   ↳ `stateDisplay` | string | Displayed life cycle state value |
+|   ↳ `versionId` | string | Version identifier |
+|   ↳ `revision` | string | Revision identifier |
+|   ↳ `version` | string | Version and iteration |
+|   ↳ `latest` | boolean | Whether this is the latest version |
+|   ↳ `checkoutState` | string | Checkout state |
+|   ↳ `folderName` | string | Folder name |
+|   ↳ `folderLocation` | string | Folder path |
+
+### Windchill Download Primary Content
+
+Download primary content into a canonical UserFile
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `fileName` | string | No | Optional downloaded file name override |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `file` | file | Downloaded content stored as a canonical UserFile |
+| `fileName` | string | Downloaded file name |
+| `mimeType` | string | Downloaded content MIME type |
+
+### Windchill Upload Primary Content
+
+Upload a primary-content file to a document that has none
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `primaryFile` | file | Yes | Primary content file to upload |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the upload |
+| `uploadedFileNames` | array | Names of files accepted by Windchill |
+
+### Windchill Download Attachment
+
+Download a document attachment into a canonical UserFile
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `attachmentOid` | string | Yes | Windchill attachment content OID |
+| `fileName` | string | No | Optional downloaded file name override |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `file` | file | Downloaded content stored as a canonical UserFile |
+| `fileName` | string | Downloaded file name |
+| `mimeType` | string | Downloaded content MIME type |
+
+### Windchill Upload Attachments
+
+Upload one or more files as document attachments
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `baseUrl` | string | Yes | Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6 |
+| `username` | string | Yes | Windchill service-account username |
+| `password` | string | Yes | Windchill service-account password |
+| `documentOid` | string | Yes | WT.Document OID, for example OR:wt.doc.WTDocument:48796581 |
+| `attachmentFiles` | file[] | Yes | Attachment files to upload |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `operation` | string | Windchill operation that was executed |
+| `affectedIds` | array | Document identifiers affected by the upload |
+| `uploadedFileNames` | array | Names of files accepted by Windchill |
+
+
diff --git a/apps/docs/content/docs/en/workflows/blocks/agent.mdx b/apps/docs/content/docs/en/workflows/blocks/agent.mdx
index d4ce50bcacc..1a6fb899444 100644
--- a/apps/docs/content/docs/en/workflows/blocks/agent.mdx
+++ b/apps/docs/content/docs/en/workflows/blocks/agent.mdx
@@ -115,6 +115,7 @@ Live tool-call chips stream for **OpenAI, Anthropic, Azure Anthropic, Google, Ve
 | Google | Summaries only | `gemini-3.6-flash`, `gemini-3.5-flash-lite`, `gemini-3.5-flash`, `gemini-3.1-pro-preview`, `gemini-3.1-flash-lite`, `gemini-3-flash-preview`, `gemini-2.5-pro`, `gemini-2.5-flash`, `gemini-2.5-flash-lite` |
 | Vertex AI | Summaries only | `vertex/gemini-3.5-flash`, `vertex/gemini-3.1-pro-preview`, `vertex/gemini-3.1-flash-lite`, `vertex/gemini-3-flash-preview`, `vertex/gemini-2.5-pro`, `vertex/gemini-2.5-flash`, `vertex/gemini-2.5-flash-lite` |
 | DeepSeek | Full thinking deltas | `deepseek-v4-pro`, `deepseek-v4-flash`, `deepseek-reasoner` |
+| xAI | Full thinking deltas | `grok-4.6`, `grok-4.5`, `grok-4.3`, `grok-4.20-multi-agent-0309` |
 | Groq | Full thinking deltas | `groq/openai/gpt-oss-120b`, `groq/openai/gpt-oss-20b`, `groq/openai/gpt-oss-safeguard-20b`, `groq/qwen/qwen3.6-27b` |
 | Meta | Not streamed | `muse-spark-1.1` |
 | Kimi | Full thinking deltas | `kimi-k2.6` |
@@ -142,7 +143,7 @@ The Agent reads the message from Start with `<start.input>` and returns a result
   { question: "What are the memory options for the Agent block?", answer: "Four modes: None (no memory, each run is independent), Conversation (full history keyed by a conversation ID), Sliding window by messages (the N most recent messages), and Sliding window by tokens (messages up to a token budget). Memory needs a conversation ID to persist across runs." },
   { question: "What is the difference between the tool usage controls (Auto, Force, None)?", answer: "In Auto, the model decides when to call a tool based on context. In Force, the model must call the tool on every run. In None, the tool is hidden from the model and never sent, which disables it without removing it from the block." },
   { question: "How does the Response Format work?", answer: "It enforces structured output by providing a JSON Schema. When set, the model's response is constrained to match the schema exactly, and each field is read directly by downstream blocks using <agent.fieldName>. Without a response format, the agent returns its standard outputs: content, model, tokens, and toolCalls." },
-  { question: "What does the Reasoning Effort / Thinking Level setting do?", answer: "They appear only for models that support extended reasoning. Reasoning Effort (OpenAI o-series and GPT-5 models) and Thinking Level (Anthropic Claude and Gemini models with thinking) control how much compute the model spends reasoning before responding. Higher levels produce more thorough answers but cost more tokens and take longer." },
+  { question: "What does the Reasoning Effort / Thinking Level setting do?", answer: "They appear only for models that support extended reasoning. Reasoning Effort (OpenAI, Azure OpenAI, xAI Grok, DeepSeek, Groq, Meta, and Z.ai models that accept an effort level) and Thinking Level (Anthropic Claude and Gemini models with thinking) control how much compute the model spends reasoning before responding. Higher levels produce more thorough answers but cost more tokens and take longer." },
   { question: "When should I turn on Prompt Caching?", answer: "Turn it on when the same agent runs repeatedly with a large, stable system prompt or tool set — cached input bills at a tenth of the normal input rate. Leave it off for one-off runs, because writing the cache costs 1.25x and nothing reads it back. The setting appears only for Anthropic Claude models; OpenAI and Gemini cache automatically with no setting and no write fee. Anthropic only caches a prefix of at least 1,024 tokens (2,048 on Haiku), and entries expire after five minutes of no use." },
   { question: "How does max output tokens work with Anthropic models?", answer: "The Agent block uses each Anthropic model's full max output token limit by default (for example, 64,000 tokens). You can override this with the Max Output Tokens setting. For non-streaming requests that exceed the SDK's internal threshold, the provider automatically uses internal streaming to avoid timeouts." },
   { question: "Can I use the Agent block with a custom or self-hosted model?", answer: "Yes. Use any Ollama or VLLM-compatible model by typing the model name directly into the model combobox, as long as it exposes a compatible API endpoint." },
diff --git a/apps/docs/lib/openapi-code-samples-client.ts b/apps/docs/lib/openapi-code-samples-client.ts
new file mode 100644
index 00000000000..f983da91e43
--- /dev/null
+++ b/apps/docs/lib/openapi-code-samples-client.ts
@@ -0,0 +1,37 @@
+'use client'
+
+import type { CodeUsageGeneratorFn } from 'fumadocs-openapi/requests/generators'
+import { createCodeUsageGeneratorRegistry } from 'fumadocs-openapi/requests/generators'
+import { registerDefault } from 'fumadocs-openapi/requests/generators/all'
+
+/**
+ * Context handed to {@link generateWithAuth} by the server: which built-in
+ * generator to delegate to, and the auth headers the sample must send.
+ */
+export interface AuthCodeSampleContext {
+  generatorId: string
+  headers: Record<string, string>
+}
+
+const generators = createCodeUsageGeneratorRegistry()
+registerDefault(generators)
+
+/**
+ * Wraps a built-in code-usage generator so the sample carries the operation's
+ * security headers. Fumadocs builds request data from declared parameters only,
+ * so an operation's security requirement never reaches the generated snippet.
+ */
+export const generateWithAuth: CodeUsageGeneratorFn = (url, data, context) => {
+  const { generatorId, headers } = context.server as AuthCodeSampleContext
+  const generator = generators.get(generatorId)
+  if (!generator) {
+    throw new Error(`[docs] Unknown code usage generator: ${generatorId}`)
+  }
+
+  const authHeaders: Record<string, { value: string }> = {}
+  for (const [name, value] of Object.entries(headers)) {
+    authHeaders[name] = { value }
+  }
+
+  return generator.generate(url, { ...data, header: { ...authHeaders, ...data.header } }, context)
+}
diff --git a/apps/docs/lib/openapi-code-samples.ts b/apps/docs/lib/openapi-code-samples.ts
new file mode 100644
index 00000000000..ebfbf764bee
--- /dev/null
+++ b/apps/docs/lib/openapi-code-samples.ts
@@ -0,0 +1,21 @@
+import type { InlineCodeUsageGenerator } from 'fumadocs-openapi/requests/generators'
+import { createCodeUsageGeneratorRegistry } from 'fumadocs-openapi/requests/generators'
+import { registerDefault } from 'fumadocs-openapi/requests/generators/all'
+import { generateWithAuth } from '@/lib/openapi-code-samples-client'
+
+const generators = createCodeUsageGeneratorRegistry()
+registerDefault(generators)
+
+/**
+ * Replace every built-in language sample with one that prepends `headers`,
+ * preserving the built-in tab order, language, and label.
+ */
+export function buildAuthCodeSamples(headers: Record<string, string>): InlineCodeUsageGenerator[] {
+  return Array.from(generators.map().entries()).map(([id, generator]) => ({
+    id,
+    lang: generator.lang,
+    label: generator.label,
+    source: generateWithAuth,
+    serverContext: { generatorId: id, headers },
+  }))
+}
diff --git a/apps/docs/lib/openapi.ts b/apps/docs/lib/openapi.ts
index f67d60db719..7841fd863ad 100644
--- a/apps/docs/lib/openapi.ts
+++ b/apps/docs/lib/openapi.ts
@@ -1,6 +1,9 @@
 import { readFileSync } from 'node:fs'
 import { join } from 'node:path'
+import type { MethodInformation } from 'fumadocs-openapi'
+import type { InlineCodeUsageGenerator } from 'fumadocs-openapi/requests/generators'
 import { createOpenAPI } from 'fumadocs-openapi/server'
+import { buildAuthCodeSamples } from '@/lib/openapi-code-samples'
 import { OPENAPI_SPEC_FILES } from '@/lib/openapi-specs'
 
 export const openapi = createOpenAPI({
@@ -75,6 +78,109 @@ function getSpecs(): Record<string, unknown>[] {
   return cachedSpecs
 }
 
+type SecurityRequirement = Record<string, string[]>
+
+interface SecurityScheme {
+  type?: string
+  in?: string
+  name?: string
+  scheme?: string
+}
+
+interface SharedSecurity {
+  security: SecurityRequirement[]
+  schemes: Record<string, SecurityScheme>
+}
+
+const AUTH_SAMPLE_VALUE = 'YOUR_API_KEY'
+
+let cachedSharedSecurity: SharedSecurity | null = null
+
+/**
+ * Document-level security shared by every rendered spec. Code samples are
+ * generated from an operation alone, with no handle on the document that owns
+ * it, so the specs must agree on their default security — a spec that diverges
+ * would silently get another document's auth in its samples.
+ */
+function getSharedSecurity(): SharedSecurity {
+  if (cachedSharedSecurity) return cachedSharedSecurity
+
+  let shared: SharedSecurity | undefined
+  let sharedFile: string | undefined
+
+  getSpecs().forEach((spec, index) => {
+    const file = OPENAPI_SPEC_FILES[index]
+    const current: SharedSecurity = {
+      security: (spec.security as SecurityRequirement[] | undefined) ?? [],
+      schemes:
+        ((spec.components as Record<string, unknown> | undefined)?.securitySchemes as
+          | Record<string, SecurityScheme>
+          | undefined) ?? {},
+    }
+
+    if (!shared) {
+      shared = current
+      sharedFile = file
+      return
+    }
+
+    if (JSON.stringify(current) !== JSON.stringify(shared)) {
+      throw new Error(
+        `[docs] ${file} declares different default security than ${sharedFile}. Every OpenAPI spec must share one security scheme so generated code samples stay correct.`
+      )
+    }
+  })
+
+  cachedSharedSecurity = shared ?? { security: [], schemes: {} }
+  return cachedSharedSecurity
+}
+
+/**
+ * Resolve a security requirement to the request headers a sample must send.
+ * The first non-empty alternative wins — an empty one means the operation also
+ * accepts anonymous callers, which is not what a reference example should show.
+ */
+function resolveAuthHeaders(
+  security: SecurityRequirement[],
+  schemes: Record<string, SecurityScheme>
+): Record<string, string> {
+  const requirement = security.find((item) => Object.keys(item).length > 0)
+  if (!requirement) return {}
+
+  const headers: Record<string, string> = {}
+  for (const name of Object.keys(requirement)) {
+    const scheme = schemes[name]
+    if (!scheme) {
+      throw new Error(`[docs] Operation references undefined security scheme "${name}"`)
+    }
+    if (scheme.type === 'apiKey' && scheme.in === 'header' && scheme.name) {
+      headers[scheme.name] = AUTH_SAMPLE_VALUE
+      continue
+    }
+    if (scheme.type === 'http' && scheme.scheme === 'bearer') {
+      headers.Authorization = `Bearer ${AUTH_SAMPLE_VALUE}`
+      continue
+    }
+    throw new Error(
+      `[docs] Security scheme "${name}" (type ${scheme.type}) cannot be rendered as a request header in code samples`
+    )
+  }
+  return headers
+}
+
+/**
+ * Code samples for an operation, with its authentication header included.
+ * Fumadocs derives sample requests from declared parameters only, so without
+ * this every endpoint documents an unauthenticated call that returns `401`.
+ */
+export function getAuthenticatedCodeSamples(method: MethodInformation): InlineCodeUsageGenerator[] {
+  const shared = getSharedSecurity()
+  const security = (method.security as SecurityRequirement[] | undefined) ?? shared.security
+  const headers = resolveAuthHeaders(security, shared.schemes)
+  if (Object.keys(headers).length === 0) return []
+  return buildAuthCodeSamples(headers)
+}
+
 /**
  * Locate an operation by path + method across every rendered spec, returning the
  * operation together with the spec that owns it so `$ref`s resolve within the
diff --git a/apps/docs/openapi-v2-billing.json b/apps/docs/openapi-v2-billing.json
index 05e85b78dd7..f611771391b 100644
--- a/apps/docs/openapi-v2-billing.json
+++ b/apps/docs/openapi-v2-billing.json
@@ -174,10 +174,10 @@
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum usage events per page, from 1 to 100.",
+            "description": "Maximum usage events per page. Must be a whole number from 1 to 100. Defaults to 50.",
             "schema": {
               "default": 50,
-              "description": "Maximum usage events per page, from 1 to 100.",
+              "description": "Maximum usage events per page. Must be a whole number from 1 to 100. Defaults to 50.",
               "type": "integer",
               "minimum": 1,
               "maximum": 100
@@ -248,7 +248,7 @@
         "type": "apiKey",
         "in": "header",
         "name": "X-API-Key",
-        "description": "Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those."
+        "description": "Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description."
       }
     },
     "headers": {
@@ -283,13 +283,13 @@
         }
       },
       "Retry-After": {
-        "description": "Seconds to wait before retrying a rate-limited request.",
+        "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.",
         "schema": {
           "type": "integer",
           "minimum": 0,
           "maximum": 9007199254740991,
           "title": "Retry after",
-          "description": "Seconds to wait before retrying a rate-limited request."
+          "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset."
         }
       },
       "X-Run-Id": {
@@ -334,7 +334,7 @@
         }
       },
       "Forbidden": {
-        "description": "The caller lacks access to the resource.",
+        "description": "The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:\n- `INSUFFICIENT_WORKSPACE_ROLE` — The caller has access to the workspace but its role is below the one this operation requires.\n- `PERSONAL_API_KEYS_DISABLED` — The workspace's organization does not allow personal API keys. Use a workspace API key.\n- `WORKSPACE_KEY_OPERATION_NOT_PERMITTED` — This operation is not available to a workspace-scoped API key. Use a personal API key.\n- `PRINCIPAL_KIND_NOT_PERMITTED` — This operation does not accept the caller’s kind of API key.\n- `ORGANIZATION_MEMBERSHIP_REQUIRED` — The caller is not a member of the organization it named.\n- `ORGANIZATION_ADMIN_REQUIRED` — The caller is a member of the organization but not an admin or owner.\n- `ENTERPRISE_PLAN_REQUIRED` — The organization has no active enterprise subscription.\n- `AUDIT_LOGS_DISABLED` — Audit logging is not enabled for this deployment.\n- `SKILL_EDITOR_ACCESS_REQUIRED` — The caller can write in the workspace but is not an editor of this skill.\n- `MCP_SERVER_URL_NOT_ALLOWED` — The supplied MCP server URL is outside the allowed domains or resolves to an internal address.\nA resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.",
         "content": {
           "application/json": {
             "schema": {
@@ -454,7 +454,12 @@
         }
       },
       "ServiceUnavailable": {
-        "description": "A required service is temporarily unavailable.",
+        "description": "A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.",
+        "headers": {
+          "Retry-After": {
+            "$ref": "#/components/headers/Retry-After"
+          }
+        },
         "content": {
           "application/json": {
             "schema": {
diff --git a/apps/docs/openapi-v2-files-audit.json b/apps/docs/openapi-v2-files-audit.json
index 53404f27332..7e981126eeb 100644
--- a/apps/docs/openapi-v2-files-audit.json
+++ b/apps/docs/openapi-v2-files-audit.json
@@ -40,7 +40,7 @@
       "get": {
         "operationId": "listFiles",
         "summary": "List Files",
-        "description": "List workspace files with search, sorting, folder filtering, and opaque cursor pagination.",
+        "description": "List workspace files with search, sorting, folder filtering, and opaque cursor pagination. Defaults to active files; pass `scope=archived` to page over soft-deleted files, whose `deletedAt` is non-null and which `POST /files/{fileId}/restore` can bring back.",
         "tags": ["Files"],
         "parameters": [
           {
@@ -64,6 +64,18 @@
               "type": "string"
             }
           },
+          {
+            "name": "scope",
+            "in": "query",
+            "required": false,
+            "description": "Which lifecycle set to list: `active` (default) for live files, `archived` for files a `DELETE` soft-deleted and that `POST /files/{fileId}/restore` can bring back. `folderPath` resolves against active folders only, so combining it with `scope=archived` returns 404 when the containing folder was archived too.",
+            "schema": {
+              "default": "active",
+              "description": "Which lifecycle set to list: `active` (default) for live files, `archived` for files a `DELETE` soft-deleted and that `POST /files/{fileId}/restore` can bring back. `folderPath` resolves against active folders only, so combining it with `scope=archived` returns 404 when the containing folder was archived too.",
+              "type": "string",
+              "enum": ["active", "archived"]
+            }
+          },
           {
             "name": "search",
             "in": "query",
@@ -104,11 +116,13 @@
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum files per page, clamped to 1–1000.",
+            "description": "Maximum files per page. Values outside 1–1000 are truncated and clamped into that range rather than rejected. Defaults to 100.",
             "schema": {
-              "description": "Maximum files per page, clamped to 1–1000.",
-              "default": 100,
-              "type": "number"
+              "description": "Maximum files per page. Values outside 1–1000 are truncated and clamped into that range rather than rejected. Defaults to 100.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 1000,
+              "default": 100
             }
           },
           {
@@ -368,6 +382,9 @@
           "401": {
             "$ref": "#/components/responses/Unauthorized"
           },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
           "404": {
             "$ref": "#/components/responses/NotFound"
           },
@@ -466,6 +483,9 @@
           "401": {
             "$ref": "#/components/responses/Unauthorized"
           },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
           "404": {
             "$ref": "#/components/responses/NotFound"
           },
@@ -553,6 +573,9 @@
           "401": {
             "$ref": "#/components/responses/Unauthorized"
           },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
           "404": {
             "$ref": "#/components/responses/NotFound"
           },
@@ -667,7 +690,7 @@
       "delete": {
         "operationId": "deleteFile",
         "summary": "Delete File",
-        "description": "Archive a workspace file. This is a soft delete: the row is retained with a deletion timestamp, the file stops appearing in listings and is no longer readable through the API, and its stored bytes are never removed. An archived file can be restored from the workspace Recently Deleted settings; the v2 API exposes no restore operation.",
+        "description": "Archive a workspace file. This is a soft delete: the row is retained with a deletion timestamp, the file stops appearing in the default listing and is no longer readable through the API, and its stored bytes are never removed. List archived files with `GET /files?scope=archived` and reverse the delete with `POST /files/{fileId}/restore`.",
         "tags": ["Files"],
         "parameters": [
           {
@@ -823,6 +846,87 @@
         }
       }
     },
+    "/api/v2/files/{fileId}/restore": {
+      "post": {
+        "operationId": "restoreFile",
+        "summary": "Restore File",
+        "description": "Reverse a soft delete and return the file to the workspace. Restore is not a pure undo: the file comes back at the workspace root regardless of the folder it was deleted from, and it gains a `_restored` suffix when another file at the root already holds its name — so read `folderPath` and `name` off the response rather than assuming the pre-delete values. Restoring a file that is already active is a no-op that returns that file, so a retry is safe. Returns 400 when the workspace itself has been archived, and 409 when no free restore name could be found.",
+        "tags": ["Files"],
+        "parameters": [
+          {
+            "name": "fileId",
+            "in": "path",
+            "required": true,
+            "description": "File identifier.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "maxLength": 128,
+              "pattern": "^[A-Za-z0-9_-]+$",
+              "description": "File identifier."
+            }
+          }
+        ],
+        "requestBody": {
+          "required": true,
+          "description": "Workspace scope for the archived file.",
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/RestoreFileRequest"
+              }
+            }
+          }
+        },
+        "responses": {
+          "200": {
+            "description": "The file as it exists after the restore.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/X-RateLimit-Limit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/X-RateLimit-Remaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/X-RateLimit-Reset"
+              }
+            },
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/V2RestoreFileResponse"
+                }
+              }
+            }
+          },
+          "400": {
+            "$ref": "#/components/responses/BadRequest"
+          },
+          "401": {
+            "$ref": "#/components/responses/Unauthorized"
+          },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
+          "404": {
+            "$ref": "#/components/responses/NotFound"
+          },
+          "409": {
+            "$ref": "#/components/responses/Conflict"
+          },
+          "429": {
+            "$ref": "#/components/responses/RateLimited"
+          },
+          "500": {
+            "$ref": "#/components/responses/InternalError"
+          },
+          "503": {
+            "$ref": "#/components/responses/ServiceUnavailable"
+          }
+        }
+      }
+    },
     "/api/v2/files/{fileId}/metadata": {
       "get": {
         "operationId": "getFile",
@@ -975,20 +1079,18 @@
             "description": "Include actions by users who have left the organization.",
             "schema": {
               "description": "Include actions by users who have left the organization.",
-              "default": "false",
-              "type": "string",
-              "enum": ["true", "false"]
+              "type": "boolean"
             }
           },
           {
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum entries per page, from 1 to 100.",
+            "description": "Maximum audit entries to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
             "schema": {
               "default": 50,
-              "description": "Maximum entries per page, from 1 to 100.",
-              "type": "number",
+              "description": "Maximum audit entries to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
               "minimum": 1,
               "maximum": 100
             }
@@ -1000,7 +1102,8 @@
             "description": "Opaque cursor returned by the previous page.",
             "schema": {
               "description": "Opaque cursor returned by the previous page.",
-              "type": "string"
+              "type": "string",
+              "minLength": 1
             }
           },
           {
@@ -1849,7 +1952,7 @@
         "type": "apiKey",
         "in": "header",
         "name": "X-API-Key",
-        "description": "Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those."
+        "description": "Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description."
       }
     },
     "headers": {
@@ -1909,13 +2012,13 @@
         }
       },
       "Retry-After": {
-        "description": "Seconds to wait before retrying a rate-limited request.",
+        "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.",
         "schema": {
           "type": "integer",
           "minimum": 0,
           "maximum": 9007199254740991,
           "title": "Retry after",
-          "description": "Seconds to wait before retrying a rate-limited request."
+          "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset."
         }
       },
       "X-Run-Id": {
@@ -1960,7 +2063,7 @@
         }
       },
       "Forbidden": {
-        "description": "The caller lacks access to the resource.",
+        "description": "The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:\n- `INSUFFICIENT_WORKSPACE_ROLE` — The caller has access to the workspace but its role is below the one this operation requires.\n- `PERSONAL_API_KEYS_DISABLED` — The workspace's organization does not allow personal API keys. Use a workspace API key.\n- `WORKSPACE_KEY_OPERATION_NOT_PERMITTED` — This operation is not available to a workspace-scoped API key. Use a personal API key.\n- `PRINCIPAL_KIND_NOT_PERMITTED` — This operation does not accept the caller’s kind of API key.\n- `ORGANIZATION_MEMBERSHIP_REQUIRED` — The caller is not a member of the organization it named.\n- `ORGANIZATION_ADMIN_REQUIRED` — The caller is a member of the organization but not an admin or owner.\n- `ENTERPRISE_PLAN_REQUIRED` — The organization has no active enterprise subscription.\n- `AUDIT_LOGS_DISABLED` — Audit logging is not enabled for this deployment.\n- `SKILL_EDITOR_ACCESS_REQUIRED` — The caller can write in the workspace but is not an editor of this skill.\n- `MCP_SERVER_URL_NOT_ALLOWED` — The supplied MCP server URL is outside the allowed domains or resolves to an internal address.\nA resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.",
         "content": {
           "application/json": {
             "schema": {
@@ -2080,7 +2183,12 @@
         }
       },
       "ServiceUnavailable": {
-        "description": "A required service is temporarily unavailable.",
+        "description": "A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.",
+        "headers": {
+          "Retry-After": {
+            "$ref": "#/components/headers/Retry-After"
+          }
+        },
         "content": {
           "application/json": {
             "schema": {
@@ -2178,6 +2286,19 @@
             "description": "ISO 8601 timestamp of the last content or metadata write.",
             "format": "date-time",
             "examples": ["2026-01-15T10:30:00Z"]
+          },
+          "deletedAt": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "ISO 8601 timestamp when the file was archived by `DELETE /files/{fileId}`, or null while the file is active. Only `GET /files?scope=archived` returns files with a non-null value.",
+            "format": "date-time",
+            "examples": ["2026-01-16T09:00:00Z"]
           }
         },
         "required": [
@@ -2189,7 +2310,8 @@
           "folderPath",
           "uploadedByEmail",
           "uploadedAt",
-          "updatedAt"
+          "updatedAt",
+          "deletedAt"
         ],
         "additionalProperties": false,
         "title": "Workspace file",
@@ -2233,7 +2355,8 @@
                 "folderPath": "/Engineering",
                 "uploadedByEmail": "jane@example.com",
                 "uploadedAt": "2026-01-15T10:30:00Z",
-                "updatedAt": "2026-01-15T10:30:00Z"
+                "updatedAt": "2026-01-15T10:30:00Z",
+                "deletedAt": null
               }
             ],
             "nextCursor": null
@@ -2263,7 +2386,8 @@
               "folderPath": "/Engineering",
               "uploadedByEmail": "jane@example.com",
               "uploadedAt": "2026-01-15T10:30:00Z",
-              "updatedAt": "2026-01-15T10:30:00Z"
+              "updatedAt": "2026-01-15T10:30:00Z",
+              "deletedAt": null
             }
           }
         ]
@@ -2679,6 +2803,54 @@
           }
         ]
       },
+      "V2RestoreFileResponse": {
+        "type": "object",
+        "properties": {
+          "data": {
+            "description": "Response data.",
+            "$ref": "#/components/schemas/V2File"
+          }
+        },
+        "required": ["data"],
+        "additionalProperties": false,
+        "title": "Restore file response",
+        "description": "The restored workspace file, at the root and under its post-restore name.",
+        "examples": [
+          {
+            "data": {
+              "id": "wf_V1StGXR8z5jdHi6BmyT91",
+              "name": "data_restored.csv",
+              "size": 1024,
+              "type": "text/csv",
+              "key": "workspace/example/data.csv",
+              "folderPath": "/",
+              "uploadedByEmail": "jane@example.com",
+              "uploadedAt": "2026-01-15T10:30:00Z",
+              "updatedAt": "2026-01-15T10:30:00Z",
+              "deletedAt": null
+            }
+          }
+        ]
+      },
+      "RestoreFileRequest": {
+        "type": "object",
+        "properties": {
+          "workspaceId": {
+            "type": "string",
+            "minLength": 1,
+            "description": "Workspace that owns the archived file."
+          }
+        },
+        "required": ["workspaceId"],
+        "additionalProperties": false,
+        "title": "Restore file request",
+        "description": "Workspace scope for the archived file.",
+        "examples": [
+          {
+            "workspaceId": "a91c4b2e-6d3f-4e8a-b5c7-0d9e2f1a8c64"
+          }
+        ]
+      },
       "V2FileShare": {
         "type": "object",
         "properties": {
@@ -2795,6 +2967,19 @@
             "format": "date-time",
             "examples": ["2026-01-15T10:30:00Z"]
           },
+          "deletedAt": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "ISO 8601 timestamp when the file was archived by `DELETE /files/{fileId}`, or null while the file is active. Only `GET /files?scope=archived` returns files with a non-null value.",
+            "format": "date-time",
+            "examples": ["2026-01-16T09:00:00Z"]
+          },
           "share": {
             "anyOf": [
               {
@@ -2817,6 +3002,7 @@
           "uploadedByEmail",
           "uploadedAt",
           "updatedAt",
+          "deletedAt",
           "share"
         ],
         "additionalProperties": false,
@@ -2847,6 +3033,7 @@
               "uploadedByEmail": "jane@example.com",
               "uploadedAt": "2026-01-15T10:30:00Z",
               "updatedAt": "2026-01-15T10:30:00Z",
+              "deletedAt": null,
               "share": null
             }
           },
@@ -2861,6 +3048,7 @@
               "uploadedByEmail": "jane@example.com",
               "uploadedAt": "2026-01-15T10:30:00Z",
               "updatedAt": "2026-01-15T10:30:00Z",
+              "deletedAt": null,
               "share": {
                 "id": "shr_8Hf3kL9wQ2mNpXr6Tz1Vb",
                 "token": "share-token-example",
diff --git a/apps/docs/openapi-v2-knowledge.json b/apps/docs/openapi-v2-knowledge.json
index 37a2238c614..01ae9282ec0 100644
--- a/apps/docs/openapi-v2-knowledge.json
+++ b/apps/docs/openapi-v2-knowledge.json
@@ -36,7 +36,7 @@
       "get": {
         "operationId": "listKnowledgeBases",
         "summary": "List Knowledge Bases",
-        "description": "List knowledge bases in a workspace with folder filtering, search, sorting, and the canonical cursor envelope. The bounded workspace set is returned in one page with `nextCursor` always null; there is no second page to fetch. An unknown `folderPath` is a 404. A workspace whose folder tree exceeds 10,000 folders is a 413, because the response needs the whole tree to render folder paths.",
+        "description": "List knowledge bases in a workspace with folder filtering, search, and sorting. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null. An unknown `folderPath` is a 404. A workspace whose folder tree exceeds 10,000 folders is a 413, because the response needs the whole tree to render folder paths.",
         "tags": ["Knowledge Bases"],
         "parameters": [
           {
@@ -95,6 +95,30 @@
               "type": "string",
               "enum": ["asc", "desc"]
             }
+          },
+          {
+            "name": "limit",
+            "in": "query",
+            "required": false,
+            "description": "Maximum knowledge bases to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+            "schema": {
+              "default": 50,
+              "description": "Maximum knowledge bases to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 100
+            }
+          },
+          {
+            "name": "cursor",
+            "in": "query",
+            "required": false,
+            "description": "Opaque cursor returned by the previous page.",
+            "schema": {
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
+            }
           }
         ],
         "responses": {
@@ -271,6 +295,9 @@
           "401": {
             "$ref": "#/components/responses/Unauthorized"
           },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
           "404": {
             "$ref": "#/components/responses/NotFound"
           },
@@ -447,7 +474,7 @@
       "post": {
         "operationId": "searchKnowledge",
         "summary": "Search Knowledge",
-        "description": "Search one or more knowledge bases with semantic vector retrieval, optional hybrid full-text retrieval, and structured tag filters. The request body is capped at 2 MiB; a larger body is a 413.",
+        "description": "Search one or more knowledge bases with semantic vector retrieval, optional hybrid full-text retrieval, and structured tag filters. Set `rerankerEnabled` with a `rerankerModel` to re-order the retrieved chunks with a reranking model before truncating to `topK`; reranked results carry a `rerankerScore` and are ordered by it, and reranking is billed as an additional search unit. Every result names the `knowledgeBaseId` it came from. The request body is capped at 2 MiB; a larger body is a 413.",
         "tags": ["Knowledge Bases"],
         "requestBody": {
           "required": true,
@@ -512,11 +539,87 @@
         }
       }
     },
+    "/api/v2/knowledge/{id}/tags": {
+      "get": {
+        "operationId": "listKnowledgeTags",
+        "summary": "List Tags",
+        "description": "List the knowledge base's tag vocabulary: each tag's display name, the slot it is stored in, and its field type. Display names are what tag filters and the tag values on document reads use; slots are what document writes set. Every slot listed here is writable, in its declared type: `tag1`..`tag7` take a string, `number1`..`number5` a number, `date1`..`date2` a `YYYY-MM-DD` string, and `boolean1`..`boolean3` a boolean. The vocabulary is bounded by the fixed slot table. The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch.",
+        "tags": ["Knowledge Bases"],
+        "parameters": [
+          {
+            "name": "id",
+            "in": "path",
+            "required": true,
+            "description": "Unique knowledge base identifier.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Unique knowledge base identifier."
+            }
+          },
+          {
+            "name": "workspaceId",
+            "in": "query",
+            "required": true,
+            "description": "Workspace that owns the knowledge base.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Workspace that owns the knowledge base."
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "The knowledge base tag vocabulary.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/X-RateLimit-Limit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/X-RateLimit-Remaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/X-RateLimit-Reset"
+              }
+            },
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/V2KnowledgeTagListResponse"
+                }
+              }
+            }
+          },
+          "400": {
+            "$ref": "#/components/responses/BadRequest"
+          },
+          "401": {
+            "$ref": "#/components/responses/Unauthorized"
+          },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
+          "404": {
+            "$ref": "#/components/responses/NotFound"
+          },
+          "429": {
+            "$ref": "#/components/responses/RateLimited"
+          },
+          "500": {
+            "$ref": "#/components/responses/InternalError"
+          },
+          "503": {
+            "$ref": "#/components/responses/ServiceUnavailable"
+          }
+        }
+      }
+    },
     "/api/v2/knowledge/{id}/documents": {
       "get": {
         "operationId": "listKnowledgeDocuments",
         "summary": "List Documents",
-        "description": "List documents in a knowledge base with filename search, state filtering, sorting, and opaque cursor pagination.",
+        "description": "List documents in a knowledge base with filename search, state filtering, tag filtering, sorting, and opaque cursor pagination. Each document carries its tag values keyed by tag display name; resolve those names to write slots with `GET /api/v2/knowledge/{id}/tags`.",
         "tags": ["Knowledge Bases"],
         "parameters": [
           {
@@ -618,6 +721,19 @@
               "type": "string",
               "minLength": 1
             }
+          },
+          {
+            "name": "tagFilters",
+            "in": "query",
+            "required": false,
+            "description": "A JSON-encoded array of at most 10 tag filters, using the same display-name shape as knowledge search: `[{\"tagName\":\"category\",\"operator\":\"eq\",\"value\":\"billing\"}]`. A name that is not defined in this knowledge base is rejected, never ignored.",
+            "schema": {
+              "description": "A JSON-encoded array of at most 10 tag filters, using the same display-name shape as knowledge search: `[{\"tagName\":\"category\",\"operator\":\"eq\",\"value\":\"billing\"}]`. A name that is not defined in this knowledge base is rejected, never ignored.",
+              "examples": [
+                "[{\"tagName\":\"category\",\"operator\":\"eq\",\"value\":\"billing\"}]"
+              ],
+              "type": "string"
+            }
           }
         ],
         "responses": {
@@ -648,6 +764,83 @@
           "401": {
             "$ref": "#/components/responses/Unauthorized"
           },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
+          "404": {
+            "$ref": "#/components/responses/NotFound"
+          },
+          "429": {
+            "$ref": "#/components/responses/RateLimited"
+          },
+          "500": {
+            "$ref": "#/components/responses/InternalError"
+          },
+          "503": {
+            "$ref": "#/components/responses/ServiceUnavailable"
+          }
+        }
+      },
+      "patch": {
+        "operationId": "bulkUpdateKnowledgeDocuments",
+        "summary": "Bulk Enable or Disable Documents",
+        "description": "Enable or disable many documents in one request, either by identifier (up to 100) or, with `selectAll`, every document in the knowledge base optionally narrowed by `enabledFilter`. Disabling keeps a document indexed but excludes it from search. Bulk delete is deliberately not offered: the bulk path records no audit entries, so deletions go through `DELETE /api/v2/knowledge/{id}/documents/{documentId}`, which audits each one. An identifier request echoes the documents it changed in `documentIds`; a `selectAll` request omits that field because the selection is unbounded, and reports `updatedCount` alone. A workspace API key cannot call this operation and is rejected with `403`; use a personal API key.",
+        "tags": ["Knowledge Bases"],
+        "parameters": [
+          {
+            "name": "id",
+            "in": "path",
+            "required": true,
+            "description": "Unique knowledge base identifier.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Unique knowledge base identifier."
+            }
+          }
+        ],
+        "requestBody": {
+          "required": true,
+          "description": "Operation and the documents it applies to.",
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/BulkUpdateKnowledgeDocumentsRequest"
+              }
+            }
+          }
+        },
+        "responses": {
+          "200": {
+            "description": "The number and identifiers of the documents that changed.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/X-RateLimit-Limit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/X-RateLimit-Remaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/X-RateLimit-Reset"
+              }
+            },
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/V2BulkKnowledgeDocumentsResponse"
+                }
+              }
+            }
+          },
+          "400": {
+            "$ref": "#/components/responses/BadRequest"
+          },
+          "401": {
+            "$ref": "#/components/responses/Unauthorized"
+          },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
           "404": {
             "$ref": "#/components/responses/NotFound"
           },
@@ -1228,6 +1421,94 @@
           "401": {
             "$ref": "#/components/responses/Unauthorized"
           },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
+          "404": {
+            "$ref": "#/components/responses/NotFound"
+          },
+          "429": {
+            "$ref": "#/components/responses/RateLimited"
+          },
+          "500": {
+            "$ref": "#/components/responses/InternalError"
+          },
+          "503": {
+            "$ref": "#/components/responses/ServiceUnavailable"
+          }
+        }
+      },
+      "patch": {
+        "operationId": "updateKnowledgeDocument",
+        "summary": "Update Document",
+        "description": "Rename a document, enable or disable it for search, set any of its 17 tag slots, or requeue it for processing. A tag slot takes its declared type — a string for `tag1`..`tag7`, a number for `number1`..`number5`, a `YYYY-MM-DD` string for `date1`..`date2`, a boolean for `boolean1`..`boolean3` — and a value that is not valid for the slot is a `400` rather than a silently cleared tag. Resolve a display name to its slot with `GET /api/v2/knowledge/{id}/tags`. Absent fields are unchanged. Only caller-owned fields are accepted: derived indexing state (`chunkCount`, `tokenCount`, `characterCount`, `processingStatus`, `processingError`) is written by the processing pipeline and cannot be asserted here. `retryProcessing: true` re-queues a failed or stuck document and must be sent on its own — it runs instead of, not alongside, the field updates — and it answers with a queue acknowledgement rather than the document. Otherwise the updated document is returned; it omits the connector provenance the detail read carries, so re-read with GET when that is needed. A workspace API key cannot call this operation and is rejected with `403`; use a personal API key.",
+        "tags": ["Knowledge Bases"],
+        "parameters": [
+          {
+            "name": "id",
+            "in": "path",
+            "required": true,
+            "description": "Unique knowledge base identifier.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Unique knowledge base identifier."
+            }
+          },
+          {
+            "name": "documentId",
+            "in": "path",
+            "required": true,
+            "description": "Unique knowledge document identifier.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Unique knowledge document identifier."
+            }
+          }
+        ],
+        "requestBody": {
+          "required": true,
+          "description": "Filename, search state, tag slot values, or a processing retry.",
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/UpdateKnowledgeDocumentRequest"
+              }
+            }
+          }
+        },
+        "responses": {
+          "200": {
+            "description": "The updated document, or the requeue acknowledgement.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/X-RateLimit-Limit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/X-RateLimit-Remaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/X-RateLimit-Reset"
+              }
+            },
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/V2UpdateKnowledgeDocumentResponse"
+                }
+              }
+            }
+          },
+          "400": {
+            "$ref": "#/components/responses/BadRequest"
+          },
+          "401": {
+            "$ref": "#/components/responses/Unauthorized"
+          },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
           "404": {
             "$ref": "#/components/responses/NotFound"
           },
@@ -1673,7 +1954,7 @@
         "type": "apiKey",
         "in": "header",
         "name": "X-API-Key",
-        "description": "Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those."
+        "description": "Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description."
       }
     },
     "headers": {
@@ -1708,13 +1989,13 @@
         }
       },
       "Retry-After": {
-        "description": "Seconds to wait before retrying a rate-limited request.",
+        "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.",
         "schema": {
           "type": "integer",
           "minimum": 0,
           "maximum": 9007199254740991,
           "title": "Retry after",
-          "description": "Seconds to wait before retrying a rate-limited request."
+          "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset."
         }
       },
       "X-Run-Id": {
@@ -1759,7 +2040,7 @@
         }
       },
       "Forbidden": {
-        "description": "The caller lacks access to the resource.",
+        "description": "The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:\n- `INSUFFICIENT_WORKSPACE_ROLE` — The caller has access to the workspace but its role is below the one this operation requires.\n- `PERSONAL_API_KEYS_DISABLED` — The workspace's organization does not allow personal API keys. Use a workspace API key.\n- `WORKSPACE_KEY_OPERATION_NOT_PERMITTED` — This operation is not available to a workspace-scoped API key. Use a personal API key.\n- `PRINCIPAL_KIND_NOT_PERMITTED` — This operation does not accept the caller’s kind of API key.\n- `ORGANIZATION_MEMBERSHIP_REQUIRED` — The caller is not a member of the organization it named.\n- `ORGANIZATION_ADMIN_REQUIRED` — The caller is a member of the organization but not an admin or owner.\n- `ENTERPRISE_PLAN_REQUIRED` — The organization has no active enterprise subscription.\n- `AUDIT_LOGS_DISABLED` — Audit logging is not enabled for this deployment.\n- `SKILL_EDITOR_ACCESS_REQUIRED` — The caller can write in the workspace but is not an editor of this skill.\n- `MCP_SERVER_URL_NOT_ALLOWED` — The supplied MCP server URL is outside the allowed domains or resolves to an internal address.\nA resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.",
         "content": {
           "application/json": {
             "schema": {
@@ -1879,10 +2160,15 @@
         }
       },
       "ServiceUnavailable": {
-        "description": "A required service is temporarily unavailable.",
-        "content": {
-          "application/json": {
-            "schema": {
+        "description": "A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.",
+        "headers": {
+          "Retry-After": {
+            "$ref": "#/components/headers/Retry-After"
+          }
+        },
+        "content": {
+          "application/json": {
+            "schema": {
               "$ref": "#/components/schemas/V2Error"
             }
           }
@@ -2264,6 +2550,11 @@
       "V2KnowledgeSearchResult": {
         "type": "object",
         "properties": {
+          "knowledgeBaseId": {
+            "type": "string",
+            "description": "Knowledge base the matching chunk came from; a search may span up to 20.",
+            "examples": ["7c9e6679-7425-40de-944b-e07fc1f90ae7"]
+          },
           "documentId": {
             "type": "string",
             "description": "Identifier of the document containing the matching chunk.",
@@ -2324,9 +2615,15 @@
             "type": "number",
             "description": "Similarity score for vector search; tag-only matches use 1.",
             "examples": [0.8423]
+          },
+          "rerankerScore": {
+            "description": "Relevance score assigned by the reranker, present only on results a reranker ordered. Results are ordered by this score when it is present, which is why it can disagree with `similarity`.",
+            "examples": [0.9312],
+            "type": "number"
           }
         },
         "required": [
+          "knowledgeBaseId",
           "documentId",
           "documentName",
           "sourceUrl",
@@ -2485,7 +2782,7 @@
             "maximum": 100
           },
           "tagFilters": {
-            "description": "Structured tag filters. Supported across multiple knowledge bases, but each filtered tag must resolve to the same slot and field type in every knowledge base selected; a tag missing from one of them, or defined inconsistently across them, is rejected and those knowledge bases must be searched separately. With a single knowledge base, an unknown tag name is simply ignored.",
+            "description": "Structured tag filters. Supported across multiple knowledge bases, but each filtered tag must resolve to the same slot and field type in every knowledge base selected; a tag missing from one of them, or defined inconsistently across them, is rejected and those knowledge bases must be searched separately. A tag name defined in none of the selected knowledge bases is rejected, never ignored; list the available names with GET /api/v2/knowledge/{id}/tags.",
             "type": "array",
             "items": {
               "$ref": "#/components/schemas/V2KnowledgeSearchTagFilter"
@@ -2503,13 +2800,79 @@
                 "type": "null"
               }
             ]
+          },
+          "rerankerEnabled": {
+            "description": "Re-order retrieved chunks with a reranking model before truncating to `topK`. Ignored for a tag-only search, which has no query to rank against. Reranking is billed as an additional search unit.",
+            "type": "boolean"
+          },
+          "rerankerModel": {
+            "description": "Reranking model to use; required for reranking to run.",
+            "type": "string",
+            "enum": ["rerank-v4.0-pro", "rerank-v4.0-fast", "rerank-v3.5"]
+          },
+          "rerankerInputCount": {
+            "description": "How many candidate chunks to retrieve before reranking. Defaults to four times `topK`, capped at 100. A larger pool costs more retrieval work but gives the reranker more to choose from.",
+            "type": "integer",
+            "minimum": 1,
+            "maximum": 100
           }
         },
         "required": ["workspaceId", "knowledgeBaseIds"],
         "title": "Search knowledge request",
         "description": "Knowledge bases, query, result limit, retrieval mode, and optional tag filters."
       },
-      "V2KnowledgeDocumentSummary": {
+      "V2KnowledgeTag": {
+        "type": "object",
+        "properties": {
+          "displayName": {
+            "type": "string",
+            "description": "Display name used by tag filters and by tag values on document reads.",
+            "examples": ["category"]
+          },
+          "tagSlot": {
+            "type": "string",
+            "description": "Storage slot the tag occupies. Document writes set tag values by slot (`tag1`..`tag7`).",
+            "examples": ["tag1"]
+          },
+          "fieldType": {
+            "type": "string",
+            "description": "Value type stored in the slot; it determines the valid filter operators.",
+            "examples": ["text"]
+          }
+        },
+        "required": ["displayName", "tagSlot", "fieldType"],
+        "additionalProperties": false,
+        "title": "Knowledge tag",
+        "description": "A tag defined on a knowledge base, and the slot it is stored in."
+      },
+      "V2KnowledgeTagListResponse": {
+        "type": "object",
+        "properties": {
+          "data": {
+            "type": "array",
+            "items": {
+              "$ref": "#/components/schemas/V2KnowledgeTag"
+            },
+            "description": "Items in the current page."
+          },
+          "nextCursor": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Opaque cursor for the next page: send it back as `cursor` to continue, and stop when it is null. Most v2 lists page, so null means the last page was reached. A few are full-set lists that return their whole bounded result in one response and therefore always report null; those say so in the operation description. Either way, null means there is nothing further to fetch — never construct a cursor yourself."
+          }
+        },
+        "required": ["data", "nextCursor"],
+        "additionalProperties": false,
+        "title": "Knowledge tag list response",
+        "description": "The full tag vocabulary of one knowledge base."
+      },
+      "V2KnowledgeTaggedDocument": {
         "type": "object",
         "properties": {
           "id": {
@@ -2575,6 +2938,36 @@
             "description": "ISO 8601 timestamp when the document was uploaded, or null.",
             "format": "date-time",
             "examples": ["2025-06-18T16:45:00Z"]
+          },
+          "tags": {
+            "type": "object",
+            "propertyNames": {
+              "type": "string"
+            },
+            "additionalProperties": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "boolean"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Tag value; dates are ISO 8601 strings and an unset tag is null."
+            },
+            "description": "Document tag values keyed by tag display name. Writes address the same tags by slot (`tag1`..`tag7`); resolve names to slots with GET /api/v2/knowledge/{id}/tags.",
+            "examples": [
+              {
+                "category": "billing",
+                "priority": 2
+              }
+            ]
           }
         },
         "required": [
@@ -2588,11 +2981,12 @@
           "tokenCount",
           "characterCount",
           "enabled",
-          "createdAt"
+          "createdAt",
+          "tags"
         ],
         "additionalProperties": false,
-        "title": "Knowledge document summary",
-        "description": "Summary returned by document lists and upload acknowledgements."
+        "title": "Knowledge document list item",
+        "description": "Document summary with the document tag values keyed by display name."
       },
       "V2KnowledgeDocumentListResponse": {
         "type": "object",
@@ -2600,7 +2994,7 @@
           "data": {
             "type": "array",
             "items": {
-              "$ref": "#/components/schemas/V2KnowledgeDocumentSummary"
+              "$ref": "#/components/schemas/V2KnowledgeTaggedDocument"
             },
             "description": "Items in the current page."
           },
@@ -2621,6 +3015,178 @@
         "title": "Knowledge document list response",
         "description": "A cursor-paginated page of knowledge documents."
       },
+      "V2BulkKnowledgeDocumentsData": {
+        "type": "object",
+        "properties": {
+          "operation": {
+            "type": "string",
+            "enum": ["enable", "disable"],
+            "description": "Operation that was applied."
+          },
+          "updatedCount": {
+            "type": "integer",
+            "minimum": 0,
+            "maximum": 9007199254740991,
+            "description": "Number of documents the operation changed.",
+            "examples": [42]
+          },
+          "documentIds": {
+            "description": "Identifiers of the documents the operation changed. Present only for an explicit `documentIds` request, which is bounded to 100 documents; a `selectAll` request omits it because the selection is unbounded, and reports `updatedCount` instead.",
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          }
+        },
+        "required": ["operation", "updatedCount"],
+        "additionalProperties": false,
+        "title": "Bulk knowledge document update data",
+        "description": "Outcome of a bulk enable or disable across knowledge documents."
+      },
+      "V2BulkKnowledgeDocumentsResponse": {
+        "type": "object",
+        "properties": {
+          "data": {
+            "description": "Response data.",
+            "$ref": "#/components/schemas/V2BulkKnowledgeDocumentsData"
+          }
+        },
+        "required": ["data"],
+        "additionalProperties": false,
+        "title": "Bulk knowledge document response",
+        "description": "Outcome of a bulk enable or disable."
+      },
+      "BulkUpdateKnowledgeDocumentsRequest": {
+        "type": "object",
+        "properties": {
+          "workspaceId": {
+            "type": "string",
+            "minLength": 1,
+            "description": "Workspace that owns the knowledge base."
+          },
+          "operation": {
+            "type": "string",
+            "enum": ["enable", "disable"],
+            "description": "Whether the selected documents become enabled or disabled for search."
+          },
+          "documentIds": {
+            "description": "Documents to update, by identifier.",
+            "minItems": 1,
+            "maxItems": 100,
+            "type": "array",
+            "items": {
+              "type": "string",
+              "minLength": 1
+            }
+          },
+          "selectAll": {
+            "description": "Update every document in the knowledge base instead of an explicit list, narrowed by `enabledFilter`.",
+            "type": "boolean",
+            "const": true
+          },
+          "enabledFilter": {
+            "description": "With `selectAll`, restrict the update to documents in this state.",
+            "type": "string",
+            "enum": ["all", "enabled", "disabled"]
+          }
+        },
+        "required": ["workspaceId", "operation"],
+        "additionalProperties": false,
+        "title": "Bulk knowledge document request",
+        "description": "Operation and the documents it applies to.",
+        "examples": [
+          {
+            "workspaceId": "a91c4b2e-6d3f-4e8a-b5c7-0d9e2f1a8c64",
+            "operation": "disable",
+            "documentIds": ["b2d4f8a0-1c3e-4a5b-9d7c-2e6f0a8b4c12"]
+          }
+        ]
+      },
+      "V2KnowledgeDocumentSummary": {
+        "type": "object",
+        "properties": {
+          "id": {
+            "type": "string",
+            "description": "Unique document identifier.",
+            "examples": ["b2d4f8a0-1c3e-4a5b-9d7c-2e6f0a8b4c12"]
+          },
+          "knowledgeBaseId": {
+            "type": "string",
+            "description": "Knowledge base to which the document belongs.",
+            "examples": ["7c9e6679-7425-40de-944b-e07fc1f90ae7"]
+          },
+          "filename": {
+            "type": "string",
+            "description": "Original filename of the uploaded document.",
+            "examples": ["getting-started.pdf"]
+          },
+          "fileSize": {
+            "type": "number",
+            "description": "File size in bytes.",
+            "examples": [248913]
+          },
+          "mimeType": {
+            "type": "string",
+            "description": "MIME type of the document file.",
+            "examples": ["application/pdf"]
+          },
+          "processingStatus": {
+            "type": "string",
+            "enum": ["pending", "processing", "completed", "failed"],
+            "description": "Current document processing state.",
+            "examples": ["completed"]
+          },
+          "chunkCount": {
+            "type": "number",
+            "description": "Number of indexed chunks; zero until processing completes.",
+            "examples": [24]
+          },
+          "tokenCount": {
+            "type": "number",
+            "description": "Total tokens extracted from the document.",
+            "examples": [8123]
+          },
+          "characterCount": {
+            "type": "number",
+            "description": "Total characters extracted from the document.",
+            "examples": [41205]
+          },
+          "enabled": {
+            "type": "boolean",
+            "description": "Whether the document is enabled for search.",
+            "examples": [true]
+          },
+          "createdAt": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "ISO 8601 timestamp when the document was uploaded, or null.",
+            "format": "date-time",
+            "examples": ["2025-06-18T16:45:00Z"]
+          }
+        },
+        "required": [
+          "id",
+          "knowledgeBaseId",
+          "filename",
+          "fileSize",
+          "mimeType",
+          "processingStatus",
+          "chunkCount",
+          "tokenCount",
+          "characterCount",
+          "enabled",
+          "createdAt"
+        ],
+        "additionalProperties": false,
+        "title": "Knowledge document summary",
+        "description": "Summary returned by document lists and upload acknowledgements."
+      },
       "V2KnowledgeDocumentSummaryResponse": {
         "type": "object",
         "properties": {
@@ -3107,6 +3673,36 @@
             "format": "date-time",
             "examples": ["2025-06-18T16:45:00Z"]
           },
+          "tags": {
+            "type": "object",
+            "propertyNames": {
+              "type": "string"
+            },
+            "additionalProperties": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "boolean"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Tag value; dates are ISO 8601 strings and an unset tag is null."
+            },
+            "description": "Document tag values keyed by tag display name. Writes address the same tags by slot (`tag1`..`tag7`); resolve names to slots with GET /api/v2/knowledge/{id}/tags.",
+            "examples": [
+              {
+                "category": "billing",
+                "priority": 2
+              }
+            ]
+          },
           "processingError": {
             "anyOf": [
               {
@@ -3190,6 +3786,7 @@
           "characterCount",
           "enabled",
           "createdAt",
+          "tags",
           "processingError",
           "processingStartedAt",
           "processingCompletedAt",
@@ -3214,6 +3811,167 @@
         "title": "Knowledge document response",
         "description": "Full knowledge document detail."
       },
+      "V2KnowledgeDocumentProcessing": {
+        "type": "object",
+        "properties": {
+          "id": {
+            "type": "string",
+            "description": "Identifier of the requeued document."
+          },
+          "queued": {
+            "type": "boolean",
+            "const": true,
+            "description": "Confirms that processing was requeued."
+          },
+          "processingStatus": {
+            "type": "string",
+            "description": "Processing state the document was moved to.",
+            "examples": ["pending"]
+          },
+          "message": {
+            "type": "string",
+            "description": "Human-readable outcome of the requeue."
+          }
+        },
+        "required": ["id", "queued", "processingStatus", "message"],
+        "additionalProperties": false,
+        "title": "Knowledge document processing acknowledgement",
+        "description": "Acknowledgement returned when a document is requeued for processing."
+      },
+      "V2UpdateKnowledgeDocumentResponse": {
+        "type": "object",
+        "properties": {
+          "data": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/V2KnowledgeTaggedDocument"
+              },
+              {
+                "$ref": "#/components/schemas/V2KnowledgeDocumentProcessing"
+              }
+            ],
+            "description": "Response data."
+          }
+        },
+        "required": ["data"],
+        "additionalProperties": false,
+        "title": "Update knowledge document response",
+        "description": "The updated document, or the processing requeue acknowledgement."
+      },
+      "UpdateKnowledgeDocumentRequest": {
+        "type": "object",
+        "properties": {
+          "workspaceId": {
+            "type": "string",
+            "minLength": 1,
+            "description": "Workspace that owns the knowledge base."
+          },
+          "filename": {
+            "description": "New filename for the document.",
+            "examples": ["getting-started-v2.pdf"],
+            "type": "string",
+            "minLength": 1,
+            "maxLength": 255
+          },
+          "enabled": {
+            "description": "Whether the document participates in search. Disabling keeps it indexed.",
+            "type": "boolean"
+          },
+          "tag1": {
+            "description": "New value for tag slot 1.",
+            "type": "string",
+            "maxLength": 1000
+          },
+          "tag2": {
+            "description": "New value for tag slot 2.",
+            "type": "string",
+            "maxLength": 1000
+          },
+          "tag3": {
+            "description": "New value for tag slot 3.",
+            "type": "string",
+            "maxLength": 1000
+          },
+          "tag4": {
+            "description": "New value for tag slot 4.",
+            "type": "string",
+            "maxLength": 1000
+          },
+          "tag5": {
+            "description": "New value for tag slot 5.",
+            "type": "string",
+            "maxLength": 1000
+          },
+          "tag6": {
+            "description": "New value for tag slot 6.",
+            "type": "string",
+            "maxLength": 1000
+          },
+          "tag7": {
+            "description": "New value for tag slot 7.",
+            "type": "string",
+            "maxLength": 1000
+          },
+          "number1": {
+            "description": "New value for number tag slot 1.",
+            "type": "number"
+          },
+          "number2": {
+            "description": "New value for number tag slot 2.",
+            "type": "number"
+          },
+          "number3": {
+            "description": "New value for number tag slot 3.",
+            "type": "number"
+          },
+          "number4": {
+            "description": "New value for number tag slot 4.",
+            "type": "number"
+          },
+          "number5": {
+            "description": "New value for number tag slot 5.",
+            "type": "number"
+          },
+          "date1": {
+            "description": "New value for date tag slot 1, formatted YYYY-MM-DD.",
+            "type": "string",
+            "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
+          },
+          "date2": {
+            "description": "New value for date tag slot 2, formatted YYYY-MM-DD.",
+            "type": "string",
+            "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
+          },
+          "boolean1": {
+            "description": "New value for boolean tag slot 1.",
+            "type": "boolean"
+          },
+          "boolean2": {
+            "description": "New value for boolean tag slot 2.",
+            "type": "boolean"
+          },
+          "boolean3": {
+            "description": "New value for boolean tag slot 3.",
+            "type": "boolean"
+          },
+          "retryProcessing": {
+            "description": "Requeue the document for processing. Send it alone: no other field may accompany it.",
+            "type": "boolean",
+            "const": true
+          }
+        },
+        "required": ["workspaceId"],
+        "additionalProperties": false,
+        "title": "Update knowledge document request",
+        "description": "Filename, search state, tag slot values, or a processing retry.",
+        "examples": [
+          {
+            "workspaceId": "a91c4b2e-6d3f-4e8a-b5c7-0d9e2f1a8c64",
+            "enabled": false,
+            "tag1": "billing"
+          }
+        ]
+      },
       "V2Folder": {
         "type": "object",
         "properties": {
diff --git a/apps/docs/openapi-v2-logs.json b/apps/docs/openapi-v2-logs.json
index d4df4c2b0df..9ca4c9cb168 100644
--- a/apps/docs/openapi-v2-logs.json
+++ b/apps/docs/openapi-v2-logs.json
@@ -85,20 +85,24 @@
             "name": "startDate",
             "in": "query",
             "required": false,
-            "description": "Only include runs started at or after this ISO 8601 timestamp.",
+            "description": "Only include runs started at or after this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected.",
             "schema": {
               "type": "string",
-              "description": "Only include runs started at or after this ISO 8601 timestamp."
+              "format": "date-time",
+              "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
+              "description": "Only include runs started at or after this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected."
             }
           },
           {
             "name": "endDate",
             "in": "query",
             "required": false,
-            "description": "Only include runs started at or before this ISO 8601 timestamp.",
+            "description": "Only include runs started at or before this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected.",
             "schema": {
               "type": "string",
-              "description": "Only include runs started at or before this ISO 8601 timestamp."
+              "format": "date-time",
+              "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
+              "description": "Only include runs started at or before this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected."
             }
           },
           {
@@ -187,33 +191,36 @@
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum log entries per page, clamped to 1–1000.",
+            "description": "Maximum log entries per page. Values outside 1–1000 are truncated and clamped into that range rather than rejected. Defaults to 100.",
             "schema": {
-              "description": "Maximum log entries per page, clamped to 1–1000.",
-              "default": 100,
-              "type": "number"
+              "description": "Maximum log entries per page. Values outside 1–1000 are truncated and clamped into that range rather than rejected. Defaults to 100.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 1000,
+              "default": 100
             }
           },
           {
             "name": "cursor",
             "in": "query",
             "required": false,
-            "description": "Opaque cursor returned by a previous page.",
+            "description": "Opaque cursor returned by the previous page.",
             "schema": {
+              "description": "Opaque cursor returned by the previous page.",
               "type": "string",
-              "description": "Opaque cursor returned by a previous page."
+              "minLength": 1
             }
           },
           {
             "name": "order",
             "in": "query",
             "required": false,
-            "description": "Sort order by execution start time.",
+            "description": "Sort direction by execution start time. This operation deviates from the v2 `sortBy` + `sortOrder` convention: logs are sortable only by start time, so the direction is carried by this single `order` param and `sortBy`/`sortOrder` are not accepted.",
             "schema": {
               "default": "desc",
               "type": "string",
               "enum": ["desc", "asc"],
-              "description": "Sort order by execution start time."
+              "description": "Sort direction by execution start time. This operation deviates from the v2 `sortBy` + `sortOrder` convention: logs are sortable only by start time, so the direction is carried by this single `order` param and `sortBy`/`sortOrder` are not accepted."
             }
           },
           {
@@ -356,7 +363,7 @@
         "type": "apiKey",
         "in": "header",
         "name": "X-API-Key",
-        "description": "Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those."
+        "description": "Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description."
       }
     },
     "headers": {
@@ -391,13 +398,13 @@
         }
       },
       "Retry-After": {
-        "description": "Seconds to wait before retrying a rate-limited request.",
+        "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.",
         "schema": {
           "type": "integer",
           "minimum": 0,
           "maximum": 9007199254740991,
           "title": "Retry after",
-          "description": "Seconds to wait before retrying a rate-limited request."
+          "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset."
         }
       },
       "X-Run-Id": {
@@ -442,7 +449,7 @@
         }
       },
       "Forbidden": {
-        "description": "The caller lacks access to the resource.",
+        "description": "The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:\n- `INSUFFICIENT_WORKSPACE_ROLE` — The caller has access to the workspace but its role is below the one this operation requires.\n- `PERSONAL_API_KEYS_DISABLED` — The workspace's organization does not allow personal API keys. Use a workspace API key.\n- `WORKSPACE_KEY_OPERATION_NOT_PERMITTED` — This operation is not available to a workspace-scoped API key. Use a personal API key.\n- `PRINCIPAL_KIND_NOT_PERMITTED` — This operation does not accept the caller’s kind of API key.\n- `ORGANIZATION_MEMBERSHIP_REQUIRED` — The caller is not a member of the organization it named.\n- `ORGANIZATION_ADMIN_REQUIRED` — The caller is a member of the organization but not an admin or owner.\n- `ENTERPRISE_PLAN_REQUIRED` — The organization has no active enterprise subscription.\n- `AUDIT_LOGS_DISABLED` — Audit logging is not enabled for this deployment.\n- `SKILL_EDITOR_ACCESS_REQUIRED` — The caller can write in the workspace but is not an editor of this skill.\n- `MCP_SERVER_URL_NOT_ALLOWED` — The supplied MCP server URL is outside the allowed domains or resolves to an internal address.\nA resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.",
         "content": {
           "application/json": {
             "schema": {
@@ -562,7 +569,12 @@
         }
       },
       "ServiceUnavailable": {
-        "description": "A required service is temporarily unavailable.",
+        "description": "A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.",
+        "headers": {
+          "Retry-After": {
+            "$ref": "#/components/headers/Retry-After"
+          }
+        },
         "content": {
           "application/json": {
             "schema": {
@@ -649,7 +661,7 @@
               "failed",
               "cancelled"
             ],
-            "description": "Current execution status. `redacting` is transient while run output is scrubbed. `paused` is reported when a resume attempt did not run to completion and the run is waiting to be resumed again."
+            "description": "Current execution status, reported as persisted. `redacting` is transient while run output is scrubbed. `paused` is reported only when a resume attempt did not run to completion and the run is waiting to be resumed again. **This differs from the run resources for the same run:** `GET /api/v2/workflows/{id}/runs` and `GET /api/v2/workflows/{id}/runs/{runId}` additionally report `paused` for a run held at a human-in-the-loop pause point, which this field reports as `pending`. Use the run resources when the pause state matters."
           },
           "level": {
             "type": "string",
@@ -1045,7 +1057,7 @@
               "failed",
               "cancelled"
             ],
-            "description": "Current execution status. `redacting` is transient while run output is scrubbed. `paused` is reported when a resume attempt did not run to completion and the run is waiting to be resumed again."
+            "description": "Current execution status, reported as persisted. `redacting` is transient while run output is scrubbed. `paused` is reported only when a resume attempt did not run to completion and the run is waiting to be resumed again. **This differs from the run resources for the same run:** `GET /api/v2/workflows/{id}/runs` and `GET /api/v2/workflows/{id}/runs/{runId}` additionally report `paused` for a run held at a human-in-the-loop pause point, which this field reports as `pending`. Use the run resources when the pause state matters."
           },
           "level": {
             "type": "string",
diff --git a/apps/docs/openapi-v2-resources.json b/apps/docs/openapi-v2-resources.json
index 920147e91ce..2f03ec3e899 100644
--- a/apps/docs/openapi-v2-resources.json
+++ b/apps/docs/openapi-v2-resources.json
@@ -139,10 +139,10 @@
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum members to return. Defaults to 50 and cannot exceed 100.",
+            "description": "Maximum members to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
             "schema": {
               "default": 50,
-              "description": "Maximum members to return. Defaults to 50 and cannot exceed 100.",
+              "description": "Maximum members to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
               "type": "integer",
               "minimum": 1,
               "maximum": 100
@@ -152,9 +152,9 @@
             "name": "cursor",
             "in": "query",
             "required": false,
-            "description": "Opaque cursor returned by the preceding page.",
+            "description": "Opaque cursor returned by the previous page.",
             "schema": {
-              "description": "Opaque cursor returned by the preceding page.",
+              "description": "Opaque cursor returned by the previous page.",
               "type": "string",
               "minLength": 1
             }
@@ -210,7 +210,7 @@
       "get": {
         "operationId": "listMcpServers",
         "summary": "List MCP Servers",
-        "description": "List MCP servers registered in a workspace. Request-header values and OAuth client secrets are never returned. The bounded workspace set uses the standard cursor envelope with `nextCursor` always null; there is no second page to fetch.",
+        "description": "List MCP servers registered in a workspace. Request-header values and OAuth client secrets are never returned. Nothing caps how many servers a workspace registers, so this list is paginated: paginate with `limit` and `cursor`, stopping when `nextCursor` is null. `connectionStatus`, `toolCount`, `lastError`, and `lastToolsRefresh` describe the most recent tool discovery and stay at their registration defaults until one runs — call `GET /api/v2/mcp-servers/{id}/tools` to run it.",
         "tags": ["MCP Servers"],
         "parameters": [
           {
@@ -259,6 +259,30 @@
               "type": "string",
               "enum": ["asc", "desc"]
             }
+          },
+          {
+            "name": "limit",
+            "in": "query",
+            "required": false,
+            "description": "Maximum MCP servers to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+            "schema": {
+              "default": 50,
+              "description": "Maximum MCP servers to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 100
+            }
+          },
+          {
+            "name": "cursor",
+            "in": "query",
+            "required": false,
+            "description": "Opaque cursor returned by the previous page.",
+            "schema": {
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
+            }
           }
         ],
         "responses": {
@@ -382,11 +406,11 @@
             "name": "id",
             "in": "path",
             "required": true,
-            "description": "MCP server to retrieve, update, or delete.",
+            "description": "MCP server the operation acts on.",
             "schema": {
               "type": "string",
               "minLength": 1,
-              "description": "MCP server to retrieve, update, or delete."
+              "description": "MCP server the operation acts on."
             }
           },
           {
@@ -456,11 +480,11 @@
             "name": "id",
             "in": "path",
             "required": true,
-            "description": "MCP server to retrieve, update, or delete.",
+            "description": "MCP server the operation acts on.",
             "schema": {
               "type": "string",
               "minLength": 1,
-              "description": "MCP server to retrieve, update, or delete."
+              "description": "MCP server the operation acts on."
             }
           }
         ],
@@ -530,11 +554,11 @@
             "name": "id",
             "in": "path",
             "required": true,
-            "description": "MCP server to retrieve, update, or delete.",
+            "description": "MCP server the operation acts on.",
             "schema": {
               "type": "string",
               "minLength": 1,
-              "description": "MCP server to retrieve, update, or delete."
+              "description": "MCP server the operation acts on."
             }
           },
           {
@@ -595,11 +619,100 @@
         }
       }
     },
+    "/api/v2/mcp-servers/{id}/tools": {
+      "get": {
+        "operationId": "listMcpServerTools",
+        "summary": "List MCP Server Tools",
+        "description": "Connect to a registered MCP server and return the tools it exposes. Unlike most reads this one has side effects: it opens a live connection to the third-party server and writes `connectionStatus`, `toolCount`, `lastError`, and `lastToolsRefresh` on the server resource, so registering a server and then calling this completes onboarding without opening the Sim UI. Because the pass is not a safe read, a `HEAD` request is answered with an empty `200` without connecting or writing, so it reports only that the endpoint exists and the caller is authorized. Results are served from a short-lived per-workspace cache, so an uncached call reflects whichever workspace member last ran discovery; pass `refresh=true` to reconnect under your own credentials and pick up tools added since the last pass, at the cost of a live round trip to the server. The set is bounded by discovery itself — at most 1,000 tools and 5 MB of tool payload per server. The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch. An unreachable, slow, or cooling-down server is a `503`; a server whose stored OAuth grant no longer works is a `409` with `error.details.code` `MCP_SERVER_REAUTHORIZATION_REQUIRED`, meaning the registration is intact but a human must reauthorize it in Sim — your API key is fine and re-issuing it changes nothing. A workspace API key cannot call this operation and is rejected with `403`; use a personal API key. Discovery resolves the calling user's own OAuth credentials for the server, which a workspace key cannot supply — so a workspace key that can register a server cannot list its tools.",
+        "tags": ["MCP Servers"],
+        "parameters": [
+          {
+            "name": "id",
+            "in": "path",
+            "required": true,
+            "description": "MCP server the operation acts on.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "MCP server the operation acts on."
+            }
+          },
+          {
+            "name": "workspaceId",
+            "in": "query",
+            "required": true,
+            "description": "Workspace that owns the MCP server.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Workspace that owns the MCP server."
+            }
+          },
+          {
+            "name": "refresh",
+            "in": "query",
+            "required": false,
+            "description": "Bypass the cached tool list and reconnect to the server. Slower, and the only way to pick up a tool added since the last refresh.",
+            "schema": {
+              "description": "Bypass the cached tool list and reconnect to the server. Slower, and the only way to pick up a tool added since the last refresh.",
+              "type": "boolean"
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Tools exposed by the MCP server.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/X-RateLimit-Limit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/X-RateLimit-Remaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/X-RateLimit-Reset"
+              }
+            },
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ListMcpServerToolsResponse"
+                }
+              }
+            }
+          },
+          "400": {
+            "$ref": "#/components/responses/BadRequest"
+          },
+          "401": {
+            "$ref": "#/components/responses/Unauthorized"
+          },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
+          "404": {
+            "$ref": "#/components/responses/NotFound"
+          },
+          "409": {
+            "$ref": "#/components/responses/Conflict"
+          },
+          "429": {
+            "$ref": "#/components/responses/RateLimited"
+          },
+          "500": {
+            "$ref": "#/components/responses/InternalError"
+          },
+          "503": {
+            "$ref": "#/components/responses/ServiceUnavailable"
+          }
+        }
+      }
+    },
     "/api/v2/skills": {
       "get": {
         "operationId": "listSkills",
         "summary": "List Skills",
-        "description": "List workspace and built-in skills. Built-ins are marked read-only. The list omits skill bodies and uses the standard cursor envelope with `nextCursor` always null, so there is no second page to fetch; fetch one skill to read its content.",
+        "description": "List workspace and built-in skills. Built-ins are marked read-only. The list omits skill bodies; fetch one skill to read its content. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null.",
         "tags": ["Skills"],
         "parameters": [
           {
@@ -648,6 +761,30 @@
               "type": "string",
               "enum": ["asc", "desc"]
             }
+          },
+          {
+            "name": "limit",
+            "in": "query",
+            "required": false,
+            "description": "Maximum skills to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+            "schema": {
+              "default": 50,
+              "description": "Maximum skills to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 100
+            }
+          },
+          {
+            "name": "cursor",
+            "in": "query",
+            "required": false,
+            "description": "Opaque cursor returned by the previous page.",
+            "schema": {
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
+            }
           }
         ],
         "responses": {
@@ -991,7 +1128,7 @@
       "get": {
         "operationId": "listCustomTools",
         "summary": "List Custom Tools",
-        "description": "List code-backed custom tools defined in a workspace. Legacy personal tools are excluded. The bounded workspace set uses the standard cursor envelope with `nextCursor` always null; there is no second page to fetch.",
+        "description": "List code-backed custom tools defined in a workspace. Legacy personal tools are excluded. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null.",
         "tags": ["Custom Tools"],
         "parameters": [
           {
@@ -1040,6 +1177,30 @@
               "type": "string",
               "enum": ["asc", "desc"]
             }
+          },
+          {
+            "name": "limit",
+            "in": "query",
+            "required": false,
+            "description": "Maximum custom tools to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+            "schema": {
+              "default": 50,
+              "description": "Maximum custom tools to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 100
+            }
+          },
+          {
+            "name": "cursor",
+            "in": "query",
+            "required": false,
+            "description": "Opaque cursor returned by the previous page.",
+            "schema": {
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
+            }
           }
         ],
         "responses": {
@@ -1383,7 +1544,7 @@
       "get": {
         "operationId": "listCredentials",
         "summary": "List Credentials",
-        "description": "List OAuth and service-account connections visible to the caller. Secret material is never returned. Credential mutations and single-resource reads are intentionally not exposed. The bounded set uses the standard cursor envelope with `nextCursor` always null; there is no second page to fetch.",
+        "description": "List OAuth and service-account connections visible to the caller. Secret material is never returned. Credential mutations and single-resource reads are intentionally not exposed. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null.",
         "tags": ["Credentials"],
         "parameters": [
           {
@@ -1454,6 +1615,30 @@
               "type": "string",
               "enum": ["asc", "desc"]
             }
+          },
+          {
+            "name": "limit",
+            "in": "query",
+            "required": false,
+            "description": "Maximum credentials to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+            "schema": {
+              "default": 50,
+              "description": "Maximum credentials to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 100
+            }
+          },
+          {
+            "name": "cursor",
+            "in": "query",
+            "required": false,
+            "description": "Opaque cursor returned by the previous page.",
+            "schema": {
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
+            }
           }
         ],
         "responses": {
@@ -1506,7 +1691,7 @@
       "get": {
         "operationId": "listSecrets",
         "summary": "List Secrets",
-        "description": "List workspace and caller-owned personal secret metadata. Only names, scope, role, and timestamps are returned; secret values are never read or returned. The bounded set uses the standard cursor envelope with `nextCursor` always null; there is no second page to fetch. A workspace API key cannot call this operation and is rejected with `403`; use a personal API key.",
+        "description": "List workspace and caller-owned personal secret metadata. Only names, scope, role, and timestamps are returned; secret values are never read or returned. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null. A workspace API key cannot call this operation and is rejected with `403`; use a personal API key.",
         "tags": ["Secrets"],
         "parameters": [
           {
@@ -1566,6 +1751,30 @@
               "type": "string",
               "enum": ["asc", "desc"]
             }
+          },
+          {
+            "name": "limit",
+            "in": "query",
+            "required": false,
+            "description": "Maximum secrets to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+            "schema": {
+              "default": 50,
+              "description": "Maximum secrets to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
+              "minimum": 1,
+              "maximum": 100
+            }
+          },
+          {
+            "name": "cursor",
+            "in": "query",
+            "required": false,
+            "description": "Opaque cursor returned by the previous page.",
+            "schema": {
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
+            }
           }
         ],
         "responses": {
@@ -1807,7 +2016,7 @@
         "type": "apiKey",
         "in": "header",
         "name": "X-API-Key",
-        "description": "Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those."
+        "description": "Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description."
       }
     },
     "headers": {
@@ -1842,13 +2051,13 @@
         }
       },
       "Retry-After": {
-        "description": "Seconds to wait before retrying a rate-limited request.",
+        "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.",
         "schema": {
           "type": "integer",
           "minimum": 0,
           "maximum": 9007199254740991,
           "title": "Retry after",
-          "description": "Seconds to wait before retrying a rate-limited request."
+          "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset."
         }
       },
       "X-Run-Id": {
@@ -1893,7 +2102,7 @@
         }
       },
       "Forbidden": {
-        "description": "The caller lacks access to the resource.",
+        "description": "The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:\n- `INSUFFICIENT_WORKSPACE_ROLE` — The caller has access to the workspace but its role is below the one this operation requires.\n- `PERSONAL_API_KEYS_DISABLED` — The workspace's organization does not allow personal API keys. Use a workspace API key.\n- `WORKSPACE_KEY_OPERATION_NOT_PERMITTED` — This operation is not available to a workspace-scoped API key. Use a personal API key.\n- `PRINCIPAL_KIND_NOT_PERMITTED` — This operation does not accept the caller’s kind of API key.\n- `ORGANIZATION_MEMBERSHIP_REQUIRED` — The caller is not a member of the organization it named.\n- `ORGANIZATION_ADMIN_REQUIRED` — The caller is a member of the organization but not an admin or owner.\n- `ENTERPRISE_PLAN_REQUIRED` — The organization has no active enterprise subscription.\n- `AUDIT_LOGS_DISABLED` — Audit logging is not enabled for this deployment.\n- `SKILL_EDITOR_ACCESS_REQUIRED` — The caller can write in the workspace but is not an editor of this skill.\n- `MCP_SERVER_URL_NOT_ALLOWED` — The supplied MCP server URL is outside the allowed domains or resolves to an internal address.\nA resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.",
         "content": {
           "application/json": {
             "schema": {
@@ -2013,7 +2222,12 @@
         }
       },
       "ServiceUnavailable": {
-        "description": "A required service is temporarily unavailable.",
+        "description": "A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.",
+        "headers": {
+          "Retry-After": {
+            "$ref": "#/components/headers/Retry-After"
+          }
+        },
         "content": {
           "application/json": {
             "schema": {
@@ -2769,6 +2983,118 @@
           }
         ]
       },
+      "V2McpTool": {
+        "type": "object",
+        "properties": {
+          "name": {
+            "type": "string",
+            "description": "Tool name, as the MCP server reports it."
+          },
+          "description": {
+            "description": "Tool description reported by the server.",
+            "type": "string"
+          },
+          "inputSchema": {
+            "type": "object",
+            "properties": {
+              "type": {
+                "type": "string",
+                "const": "object",
+                "description": "JSON Schema type of the argument object. MCP requires `object`."
+              },
+              "properties": {
+                "description": "Argument schemas keyed by argument name.",
+                "type": "object",
+                "propertyNames": {
+                  "type": "string"
+                },
+                "additionalProperties": {
+                  "description": "Server-defined JSON Schema for one tool argument."
+                }
+              },
+              "required": {
+                "description": "Names of the arguments the tool requires.",
+                "type": "array",
+                "items": {
+                  "type": "string",
+                  "description": "Name of a required argument."
+                }
+              },
+              "description": {
+                "description": "Description of the argument object.",
+                "type": "string"
+              }
+            },
+            "required": ["type"],
+            "additionalProperties": {
+              "description": "Additional JSON Schema keyword reported by the server."
+            },
+            "description": "JSON Schema for the tool's arguments, as reported by the server."
+          },
+          "serverId": {
+            "type": "string",
+            "description": "Identifier of the MCP server exposing the tool."
+          },
+          "serverName": {
+            "type": "string",
+            "description": "Display name of the MCP server exposing the tool."
+          }
+        },
+        "required": ["name", "inputSchema", "serverId", "serverName"],
+        "additionalProperties": false,
+        "title": "MCP tool",
+        "description": "A tool exposed by a registered MCP server."
+      },
+      "ListMcpServerToolsResponse": {
+        "type": "object",
+        "properties": {
+          "data": {
+            "type": "array",
+            "items": {
+              "$ref": "#/components/schemas/V2McpTool"
+            },
+            "description": "Items in the current page."
+          },
+          "nextCursor": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Opaque cursor for the next page: send it back as `cursor` to continue, and stop when it is null. Most v2 lists page, so null means the last page was reached. A few are full-set lists that return their whole bounded result in one response and therefore always report null; those say so in the operation description. Either way, null means there is nothing further to fetch — never construct a cursor yourself."
+          }
+        },
+        "required": ["data", "nextCursor"],
+        "additionalProperties": false,
+        "title": "List MCP server tools response",
+        "description": "Tools exposed by the MCP server.",
+        "examples": [
+          {
+            "data": [
+              {
+                "name": "search_docs",
+                "description": "Search the internal documentation",
+                "inputSchema": {
+                  "type": "object",
+                  "properties": {
+                    "query": {
+                      "type": "string",
+                      "description": "Search terms"
+                    }
+                  },
+                  "required": ["query"]
+                },
+                "serverId": "mcp-3f7a9c21",
+                "serverName": "Docs server"
+              }
+            ],
+            "nextCursor": null
+          }
+        ]
+      },
       "V2SkillSummary": {
         "type": "object",
         "properties": {
diff --git a/apps/docs/openapi-v2-tables.json b/apps/docs/openapi-v2-tables.json
index 20c7ec7bb62..64093eeed92 100644
--- a/apps/docs/openapi-v2-tables.json
+++ b/apps/docs/openapi-v2-tables.json
@@ -100,9 +100,9 @@
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum tables to return (1-1000). Fractional or out-of-range values are truncated and clamped into that range rather than rejected.",
+            "description": "Maximum tables to return per page. Values outside 1–1000 are truncated and clamped into that range rather than rejected. Defaults to 100.",
             "schema": {
-              "description": "Maximum tables to return (1-1000). Fractional or out-of-range values are truncated and clamped into that range rather than rejected.",
+              "description": "Maximum tables to return per page. Values outside 1–1000 are truncated and clamped into that range rather than rejected. Defaults to 100.",
               "type": "integer",
               "minimum": 1,
               "maximum": 1000,
@@ -113,9 +113,9 @@
             "name": "cursor",
             "in": "query",
             "required": false,
-            "description": "Opaque cursor from the previous page.",
+            "description": "Opaque cursor returned by the previous page.",
             "schema": {
-              "description": "Opaque cursor from the previous page.",
+              "description": "Opaque cursor returned by the previous page.",
               "type": "string",
               "minLength": 1
             }
@@ -1455,6 +1455,85 @@
         }
       }
     },
+    "/api/v2/tables/{tableId}/query/count": {
+      "post": {
+        "operationId": "countTableRows",
+        "summary": "Count Rows",
+        "description": "Count the rows matching a typed predicate across the entire table. The paged reads carry no total, and rowCount on the table resource counts every row rather than the predicate matches. Omit the predicate to count the whole table. A predicate larger than the request-body ceiling is a `413`.",
+        "tags": ["Tables"],
+        "parameters": [
+          {
+            "name": "tableId",
+            "in": "path",
+            "required": true,
+            "description": "Unique table identifier.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Unique table identifier."
+            }
+          }
+        ],
+        "requestBody": {
+          "required": true,
+          "description": "Workspace scope and the optional predicate whose matches are counted.",
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/CountTableRowsRequest"
+              }
+            }
+          }
+        },
+        "responses": {
+          "200": {
+            "description": "The number of matching table rows.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/X-RateLimit-Limit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/X-RateLimit-Remaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/X-RateLimit-Reset"
+              }
+            },
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/V2CountTableRowsResponse"
+                }
+              }
+            }
+          },
+          "400": {
+            "$ref": "#/components/responses/BadRequest"
+          },
+          "401": {
+            "$ref": "#/components/responses/Unauthorized"
+          },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
+          "404": {
+            "$ref": "#/components/responses/NotFound"
+          },
+          "413": {
+            "$ref": "#/components/responses/PayloadTooLarge"
+          },
+          "429": {
+            "$ref": "#/components/responses/RateLimited"
+          },
+          "500": {
+            "$ref": "#/components/responses/InternalError"
+          },
+          "503": {
+            "$ref": "#/components/responses/ServiceUnavailable"
+          }
+        }
+      }
+    },
     "/api/v2/tables/{tableId}/views": {
       "get": {
         "operationId": "listTableViews",
@@ -3587,7 +3666,7 @@
         "type": "apiKey",
         "in": "header",
         "name": "X-API-Key",
-        "description": "Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those."
+        "description": "Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description."
       }
     },
     "headers": {
@@ -3622,13 +3701,13 @@
         }
       },
       "Retry-After": {
-        "description": "Seconds to wait before retrying a rate-limited request.",
+        "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.",
         "schema": {
           "type": "integer",
           "minimum": 0,
           "maximum": 9007199254740991,
           "title": "Retry after",
-          "description": "Seconds to wait before retrying a rate-limited request."
+          "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset."
         }
       },
       "X-Run-Id": {
@@ -3673,7 +3752,7 @@
         }
       },
       "Forbidden": {
-        "description": "The caller lacks access to the resource.",
+        "description": "The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:\n- `INSUFFICIENT_WORKSPACE_ROLE` — The caller has access to the workspace but its role is below the one this operation requires.\n- `PERSONAL_API_KEYS_DISABLED` — The workspace's organization does not allow personal API keys. Use a workspace API key.\n- `WORKSPACE_KEY_OPERATION_NOT_PERMITTED` — This operation is not available to a workspace-scoped API key. Use a personal API key.\n- `PRINCIPAL_KIND_NOT_PERMITTED` — This operation does not accept the caller’s kind of API key.\n- `ORGANIZATION_MEMBERSHIP_REQUIRED` — The caller is not a member of the organization it named.\n- `ORGANIZATION_ADMIN_REQUIRED` — The caller is a member of the organization but not an admin or owner.\n- `ENTERPRISE_PLAN_REQUIRED` — The organization has no active enterprise subscription.\n- `AUDIT_LOGS_DISABLED` — Audit logging is not enabled for this deployment.\n- `SKILL_EDITOR_ACCESS_REQUIRED` — The caller can write in the workspace but is not an editor of this skill.\n- `MCP_SERVER_URL_NOT_ALLOWED` — The supplied MCP server URL is outside the allowed domains or resolves to an internal address.\nA resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.",
         "content": {
           "application/json": {
             "schema": {
@@ -3793,7 +3872,12 @@
         }
       },
       "ServiceUnavailable": {
-        "description": "A required service is temporarily unavailable.",
+        "description": "A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.",
+        "headers": {
+          "Retry-After": {
+            "$ref": "#/components/headers/Retry-After"
+          }
+        },
         "content": {
           "application/json": {
             "schema": {
@@ -4167,6 +4251,10 @@
                       "enum": ["string", "number", "currency", "boolean", "date", "json", "select"],
                       "description": "Column data type."
                     },
+                    "required": {
+                      "description": "Whether inserts must supply a value for this column.",
+                      "type": "boolean"
+                    },
                     "unique": {
                       "description": "Whether values in the column must be unique.",
                       "type": "boolean"
@@ -4445,6 +4533,10 @@
                 "enum": ["string", "number", "currency", "boolean", "date", "json", "select"],
                 "description": "Column data type."
               },
+              "required": {
+                "description": "Whether inserts must supply a value for this column.",
+                "type": "boolean"
+              },
               "unique": {
                 "description": "Whether values in the column must be unique.",
                 "type": "boolean"
@@ -4536,6 +4628,10 @@
                 "type": "string",
                 "enum": ["string", "number", "currency", "boolean", "date", "json", "select"]
               },
+              "required": {
+                "description": "Whether inserts must supply a value for this column.",
+                "type": "boolean"
+              },
               "unique": {
                 "description": "Whether values in the column must be unique.",
                 "type": "boolean"
@@ -4607,6 +4703,7 @@
           }
         },
         "required": ["workspaceId", "columnName"],
+        "additionalProperties": false,
         "title": "Delete table column request",
         "description": "Workspace scope and column name to delete.",
         "examples": [
@@ -4768,7 +4865,8 @@
                 "description": "Rows to insert, with cells keyed by column name."
               }
             },
-            "required": ["workspaceId", "rows"]
+            "required": ["workspaceId", "rows"],
+            "additionalProperties": false
           },
           {
             "type": "object",
@@ -4793,7 +4891,8 @@
                 "minLength": 1
               }
             },
-            "required": ["workspaceId", "data"]
+            "required": ["workspaceId", "data"],
+            "additionalProperties": false
           }
         ],
         "title": "Create table rows request",
@@ -4864,6 +4963,7 @@
           }
         },
         "required": ["workspaceId", "filter", "data"],
+        "additionalProperties": false,
         "title": "Update table rows request",
         "description": "Workspace scope, typed predicate, and row-data patch."
       },
@@ -4940,6 +5040,7 @@
           }
         },
         "required": ["workspaceId"],
+        "additionalProperties": false,
         "title": "Delete table rows request",
         "description": "Workspace scope and exactly one of a predicate or row identifier list.",
         "examples": [
@@ -4976,6 +5077,7 @@
           }
         },
         "required": ["workspaceId", "data"],
+        "additionalProperties": false,
         "title": "Update table row request",
         "description": "Workspace scope and row-data patch keyed by column name.",
         "examples": [
@@ -5068,6 +5170,7 @@
           }
         },
         "required": ["workspaceId", "data"],
+        "additionalProperties": false,
         "title": "Upsert table row request",
         "description": "Workspace scope, row data, and optional unique-column conflict target.",
         "examples": [
@@ -5138,7 +5241,8 @@
                   "description": "Sort direction for this column."
                 }
               },
-              "required": ["field", "direction"]
+              "required": ["field", "direction"],
+              "additionalProperties": false
             }
           },
           "limit": {
@@ -5154,6 +5258,7 @@
           }
         },
         "required": ["workspaceId"],
+        "additionalProperties": false,
         "title": "Query table rows request",
         "description": "Workspace scope, optional predicate and sort, and cursor pagination controls.",
         "examples": [
@@ -5178,6 +5283,65 @@
           }
         ]
       },
+      "V2QueryRowsCountData": {
+        "type": "object",
+        "properties": {
+          "totalCount": {
+            "type": "integer",
+            "minimum": 0,
+            "maximum": 9007199254740991,
+            "description": "Number of rows matching the predicate across the entire table."
+          }
+        },
+        "required": ["totalCount"],
+        "additionalProperties": false,
+        "title": "Query rows count data",
+        "description": "Total number of table rows matching a predicate."
+      },
+      "V2CountTableRowsResponse": {
+        "type": "object",
+        "properties": {
+          "data": {
+            "description": "Response data.",
+            "$ref": "#/components/schemas/V2QueryRowsCountData"
+          }
+        },
+        "required": ["data"],
+        "additionalProperties": false,
+        "title": "Count table rows response",
+        "description": "The total number of table rows matching the predicate."
+      },
+      "CountTableRowsRequest": {
+        "type": "object",
+        "properties": {
+          "workspaceId": {
+            "type": "string",
+            "minLength": 1,
+            "description": "Unique workspace identifier."
+          },
+          "predicate": {
+            "description": "Recursive predicate tree with exactly one non-empty `all` or `any` group at each group node."
+          }
+        },
+        "required": ["workspaceId"],
+        "additionalProperties": false,
+        "title": "Count table rows request",
+        "description": "Workspace scope and the optional predicate whose matches are counted.",
+        "examples": [
+          {
+            "workspaceId": "a91c4b2e-6d3f-4e8a-b5c7-0d9e2f1a8c64",
+            "predicate": {
+              "all": [
+                {
+                  "field": "status",
+                  "op": "eq",
+                  "value": "active"
+                }
+              ]
+            }
+          }
+        ]
+      },
       "V2ApiTableView": {
         "type": "object",
         "properties": {
@@ -5442,7 +5606,8 @@
                           "description": "Sort direction for this column."
                         }
                       },
-                      "required": ["field", "direction"]
+                      "required": ["field", "direction"],
+                      "additionalProperties": false
                     }
                   },
                   {
@@ -5451,10 +5616,12 @@
                 ]
               }
             },
+            "additionalProperties": false,
             "description": "Saved filter, sort, and column-layout configuration."
           }
         },
         "required": ["workspaceId", "name", "config"],
+        "additionalProperties": false,
         "title": "Create table view request",
         "description": "Workspace scope, name, and saved filter, sort, and layout configuration."
       },
@@ -5552,7 +5719,8 @@
                           "description": "Sort direction for this column."
                         }
                       },
-                      "required": ["field", "direction"]
+                      "required": ["field", "direction"],
+                      "additionalProperties": false
                     }
                   },
                   {
@@ -5560,7 +5728,8 @@
                   }
                 ]
               }
-            }
+            },
+            "additionalProperties": false
           },
           "configPatch": {
             "description": "Saved-view configuration fields to shallow-merge.",
@@ -5630,7 +5799,8 @@
                           "description": "Sort direction for this column."
                         }
                       },
-                      "required": ["field", "direction"]
+                      "required": ["field", "direction"],
+                      "additionalProperties": false
                     }
                   },
                   {
@@ -5638,7 +5808,8 @@
                   }
                 ]
               }
-            }
+            },
+            "additionalProperties": false
           },
           "isDefault": {
             "description": "Whether to promote this view to the table default.",
@@ -5646,6 +5817,7 @@
           }
         },
         "required": ["workspaceId"],
+        "additionalProperties": false,
         "title": "Update table view request",
         "description": "Workspace scope and one or more saved-view changes."
       },
@@ -6483,6 +6655,7 @@
           }
         },
         "required": ["workspaceId", "groupIds"],
+        "additionalProperties": false,
         "title": "Run table columns request",
         "description": "Workspace scope, producer groups, execution mode, and optional row scope.",
         "examples": [
@@ -6515,6 +6688,7 @@
           }
         },
         "required": ["workspaceId"],
+        "additionalProperties": false,
         "title": "Run row enrichment request",
         "description": "Workspace scope for the row enrichment.",
         "examples": [
@@ -6612,11 +6786,13 @@
                   "description": "Sort direction for this column."
                 }
               },
-              "required": ["field", "direction"]
+              "required": ["field", "direction"],
+              "additionalProperties": false
             }
           }
         },
         "required": ["workspaceId", "q"],
+        "additionalProperties": false,
         "title": "Find table rows request",
         "description": "Workspace scope, substring query, and optional predicate and sort.",
         "examples": [
@@ -7619,6 +7795,7 @@
           }
         },
         "required": ["workspaceId"],
+        "additionalProperties": false,
         "title": "Create table export request",
         "description": "Workspace scope and export format.",
         "examples": [
@@ -7749,6 +7926,7 @@
           }
         },
         "required": ["workspaceId", "scope"],
+        "additionalProperties": false,
         "title": "Cancel table runs request",
         "description": "Workspace scope, cancellation scope, and optional predicate or producer groups.",
         "examples": [
diff --git a/apps/docs/openapi-v2-workflows.json b/apps/docs/openapi-v2-workflows.json
index 722d9688c06..1d9df284ce8 100644
--- a/apps/docs/openapi-v2-workflows.json
+++ b/apps/docs/openapi-v2-workflows.json
@@ -78,11 +78,11 @@
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum workflows to return per page.",
+            "description": "Maximum workflows to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
             "schema": {
               "default": 50,
-              "description": "Maximum workflows to return per page.",
-              "type": "number",
+              "description": "Maximum workflows to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
+              "type": "integer",
               "minimum": 1,
               "maximum": 100
             }
@@ -91,10 +91,11 @@
             "name": "cursor",
             "in": "query",
             "required": false,
-            "description": "Opaque pagination cursor returned by a previous request.",
+            "description": "Opaque cursor returned by the previous page.",
             "schema": {
-              "description": "Opaque pagination cursor returned by a previous request.",
-              "type": "string"
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
             }
           },
           {
@@ -496,10 +497,10 @@
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum deployment versions to return per page.",
+            "description": "Maximum deployment versions to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
             "schema": {
               "default": 50,
-              "description": "Maximum deployment versions to return per page.",
+              "description": "Maximum deployment versions to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
               "type": "integer",
               "minimum": 1,
               "maximum": 100
@@ -509,10 +510,11 @@
             "name": "cursor",
             "in": "query",
             "required": false,
-            "description": "Opaque pagination cursor returned by a previous request.",
+            "description": "Opaque cursor returned by the previous page.",
             "schema": {
-              "description": "Opaque pagination cursor returned by a previous request.",
-              "type": "string"
+              "description": "Opaque cursor returned by the previous page.",
+              "type": "string",
+              "minLength": 1
             }
           }
         ],
@@ -640,6 +642,72 @@
         }
       }
     },
+    "/api/v2/workflows/{id}/deployment": {
+      "get": {
+        "operationId": "getWorkflowDeployment",
+        "summary": "Get Workflow Deployment",
+        "description": "Read the current deployment state of a workflow: whether a version is live, when it went live, the most recent deployment attempt with its readiness and failure payload, and whether the editable draft has since diverged from the live version. This is the only place `needsRedeployment` is published — the deploy, undeploy, and rollback responses cannot carry it, because they answer at the moment the draft and the live version are equal.",
+        "tags": ["Workflows"],
+        "parameters": [
+          {
+            "name": "id",
+            "in": "path",
+            "required": true,
+            "description": "Unique workflow identifier.",
+            "schema": {
+              "type": "string",
+              "minLength": 1,
+              "description": "Unique workflow identifier.",
+              "examples": ["3b1f7c92-8d4e-4a6b-9c0d-5e2f8a714b36"]
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "The current deployment state.",
+            "headers": {
+              "X-RateLimit-Limit": {
+                "$ref": "#/components/headers/X-RateLimit-Limit"
+              },
+              "X-RateLimit-Remaining": {
+                "$ref": "#/components/headers/X-RateLimit-Remaining"
+              },
+              "X-RateLimit-Reset": {
+                "$ref": "#/components/headers/X-RateLimit-Reset"
+              }
+            },
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/WorkflowDeploymentResponse"
+                }
+              }
+            }
+          },
+          "400": {
+            "$ref": "#/components/responses/BadRequest"
+          },
+          "401": {
+            "$ref": "#/components/responses/Unauthorized"
+          },
+          "403": {
+            "$ref": "#/components/responses/Forbidden"
+          },
+          "404": {
+            "$ref": "#/components/responses/NotFound"
+          },
+          "429": {
+            "$ref": "#/components/responses/RateLimited"
+          },
+          "500": {
+            "$ref": "#/components/responses/InternalError"
+          },
+          "503": {
+            "$ref": "#/components/responses/ServiceUnavailable"
+          }
+        }
+      }
+    },
     "/api/v2/workflows/{id}/deploy": {
       "post": {
         "operationId": "deployWorkflow",
@@ -1213,34 +1281,34 @@
             "name": "startDate",
             "in": "query",
             "required": false,
-            "description": "Include runs started at or after this ISO 8601 timestamp.",
+            "description": "Only include runs started at or after this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected.",
             "schema": {
-              "description": "Include runs started at or after this ISO 8601 timestamp.",
               "type": "string",
               "format": "date-time",
-              "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$"
+              "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
+              "description": "Only include runs started at or after this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected."
             }
           },
           {
             "name": "endDate",
             "in": "query",
             "required": false,
-            "description": "Include runs started at or before this ISO 8601 timestamp.",
+            "description": "Only include runs started at or before this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected.",
             "schema": {
-              "description": "Include runs started at or before this ISO 8601 timestamp.",
               "type": "string",
               "format": "date-time",
-              "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$"
+              "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
+              "description": "Only include runs started at or before this UTC ISO 8601 timestamp, e.g. `2026-08-06T00:00:00Z`. A date without a time, or a timestamp carrying a UTC offset instead of `Z`, is rejected."
             }
           },
           {
             "name": "limit",
             "in": "query",
             "required": false,
-            "description": "Maximum workflow runs to return per page.",
+            "description": "Maximum workflow runs to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
             "schema": {
               "default": 50,
-              "description": "Maximum workflow runs to return per page.",
+              "description": "Maximum workflow runs to return per page. Must be a whole number from 1 to 100. Defaults to 50.",
               "type": "integer",
               "minimum": 1,
               "maximum": 100
@@ -1250,9 +1318,9 @@
             "name": "cursor",
             "in": "query",
             "required": false,
-            "description": "Opaque pagination cursor returned by a previous request.",
+            "description": "Opaque cursor returned by the previous page.",
             "schema": {
-              "description": "Opaque pagination cursor returned by a previous request.",
+              "description": "Opaque cursor returned by the previous page.",
               "type": "string",
               "minLength": 1
             }
@@ -1355,8 +1423,7 @@
             "description": "Include final and block outputs when true.",
             "schema": {
               "description": "Include final and block outputs when true.",
-              "type": "string",
-              "enum": ["true", "false"]
+              "type": "boolean"
             }
           },
           {
@@ -1981,7 +2048,7 @@
         "type": "apiKey",
         "in": "header",
         "name": "X-API-Key",
-        "description": "Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those."
+        "description": "Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description."
       }
     },
     "headers": {
@@ -2016,13 +2083,13 @@
         }
       },
       "Retry-After": {
-        "description": "Seconds to wait before retrying a rate-limited request.",
+        "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.",
         "schema": {
           "type": "integer",
           "minimum": 0,
           "maximum": 9007199254740991,
           "title": "Retry after",
-          "description": "Seconds to wait before retrying a rate-limited request."
+          "description": "Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset."
         }
       },
       "X-Run-Id": {
@@ -2067,7 +2134,7 @@
         }
       },
       "Forbidden": {
-        "description": "The caller lacks access to the resource.",
+        "description": "The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:\n- `INSUFFICIENT_WORKSPACE_ROLE` — The caller has access to the workspace but its role is below the one this operation requires.\n- `PERSONAL_API_KEYS_DISABLED` — The workspace's organization does not allow personal API keys. Use a workspace API key.\n- `WORKSPACE_KEY_OPERATION_NOT_PERMITTED` — This operation is not available to a workspace-scoped API key. Use a personal API key.\n- `PRINCIPAL_KIND_NOT_PERMITTED` — This operation does not accept the caller’s kind of API key.\n- `ORGANIZATION_MEMBERSHIP_REQUIRED` — The caller is not a member of the organization it named.\n- `ORGANIZATION_ADMIN_REQUIRED` — The caller is a member of the organization but not an admin or owner.\n- `ENTERPRISE_PLAN_REQUIRED` — The organization has no active enterprise subscription.\n- `AUDIT_LOGS_DISABLED` — Audit logging is not enabled for this deployment.\n- `SKILL_EDITOR_ACCESS_REQUIRED` — The caller can write in the workspace but is not an editor of this skill.\n- `MCP_SERVER_URL_NOT_ALLOWED` — The supplied MCP server URL is outside the allowed domains or resolves to an internal address.\nA resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.",
         "content": {
           "application/json": {
             "schema": {
@@ -2187,7 +2254,12 @@
         }
       },
       "ServiceUnavailable": {
-        "description": "A required service is temporarily unavailable.",
+        "description": "A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.",
+        "headers": {
+          "Retry-After": {
+            "$ref": "#/components/headers/Retry-After"
+          }
+        },
         "content": {
           "application/json": {
             "schema": {
@@ -3061,6 +3133,123 @@
         "title": "Deployment operation error",
         "description": "Failure details for a deployment lifecycle operation."
       },
+      "WorkflowDeployment": {
+        "type": "object",
+        "properties": {
+          "id": {
+            "type": "string",
+            "description": "Unique workflow identifier.",
+            "examples": ["3b1f7c92-8d4e-4a6b-9c0d-5e2f8a714b36"]
+          },
+          "isDeployed": {
+            "type": "boolean",
+            "description": "Whether a workflow version is currently live and available for API execution."
+          },
+          "deployedAt": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "ISO 8601 timestamp associated with the deployment, or null when unavailable.",
+            "format": "date-time",
+            "examples": ["2026-06-12T10:30:00.000Z"]
+          },
+          "warnings": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            },
+            "description": "Non-fatal synchronization warnings. Empty when there is nothing to report."
+          },
+          "activeDeployment": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/ActiveDeploymentSummary"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Currently live deployment version, or null while no version is active."
+          },
+          "latestDeploymentAttempt": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/DeploymentOperationSummary"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Most recent deployment lifecycle attempt, or null when none is available."
+          },
+          "needsRedeployment": {
+            "type": "boolean",
+            "description": "Whether the editable draft has diverged from the live deployment version. False while a deployment attempt is still preparing or activating, and false when nothing is deployed."
+          }
+        },
+        "required": [
+          "id",
+          "isDeployed",
+          "deployedAt",
+          "warnings",
+          "activeDeployment",
+          "latestDeploymentAttempt",
+          "needsRedeployment"
+        ],
+        "additionalProperties": false,
+        "title": "Workflow deployment",
+        "description": "Current deployment state of a workflow, including draft-versus-live drift and the most recent deployment attempt."
+      },
+      "WorkflowDeploymentResponse": {
+        "type": "object",
+        "properties": {
+          "data": {
+            "description": "Response data.",
+            "$ref": "#/components/schemas/WorkflowDeployment"
+          }
+        },
+        "required": ["data"],
+        "additionalProperties": false,
+        "title": "Workflow deployment response",
+        "description": "Current deployment state, including draft-versus-live drift.",
+        "examples": [
+          {
+            "data": {
+              "id": "3b1f7c92-8d4e-4a6b-9c0d-5e2f8a714b36",
+              "isDeployed": true,
+              "needsRedeployment": true,
+              "deployedAt": "2026-06-12T10:30:00.000Z",
+              "warnings": [],
+              "activeDeployment": {
+                "deploymentVersionId": "depver_01J8ZK3QW4M6X2R9T7B5C0V2",
+                "version": 3,
+                "deployedAt": "2026-06-12T10:30:00.000Z"
+              },
+              "latestDeploymentAttempt": {
+                "id": "depop_01J8ZK3QW4M6X2R9T7B5C0V1",
+                "deploymentVersionId": "depver_01J8ZK3QW4M6X2R9T7B5C0V2",
+                "version": 3,
+                "action": "deploy",
+                "status": "active",
+                "isCurrent": true,
+                "readiness": {
+                  "webhooks": "ready",
+                  "schedules": "ready",
+                  "mcp": "not_applicable"
+                },
+                "requestedAt": "2026-06-12T10:29:58.000Z",
+                "activatedAt": "2026-06-12T10:30:00.000Z",
+                "error": null
+              }
+            }
+          }
+        ]
+      },
       "DeployResult": {
         "type": "object",
         "properties": {
diff --git a/apps/realtime/src/handlers/file-doc-store.ts b/apps/realtime/src/handlers/file-doc-store.ts
index f7b8fc5180a..c806da5e6be 100644
--- a/apps/realtime/src/handlers/file-doc-store.ts
+++ b/apps/realtime/src/handlers/file-doc-store.ts
@@ -18,10 +18,12 @@
  *   client receives each update exactly once, from its own task's local broadcast — no adapter
  *   amplification, and every task's doc stays converged. (Awareness/presence stay on the adapter: they
  *   are ephemeral and need no convergence or replay.)
- * - {@link attachRoom} does a synchronous catch-up read from the head of the stream when a task first
- *   opens a file, so a late-joining task (the normal case under autoscaling) loads the current shared
- *   state before its first client syncs. Catch-up + tail are seamless: the tailer resumes from the
- *   exact id catch-up stopped at.
+ * - {@link attachRoom} reads the stream from the head when a task first opens a file, and the relay
+ *   AWAITS it before attaching a client, so a late-joining task (the normal case under autoscaling)
+ *   holds the current shared state before its first client syncs — a client must never watch the
+ *   catch-up land entry by entry, which is the document's edit history replaying on screen. Catch-up +
+ *   tail are seamless: the tailer resumes from the exact id catch-up stopped at, and {@link catchUp}
+ *   can re-run at any time for a caller that must converge without waiting on the tailer.
  * - The one-time seed is written via the atomic {@link seedIfEmpty} (append-iff-empty in one Redis
  *   step), so exactly one task ever writes the seed cluster-wide (the fix for split-brain) — even if two
  *   tasks race. {@link shouldSeed} is a Redis lock + empty-stream check layered on top ONLY as an
@@ -185,6 +187,18 @@ function applyEntryToDoc(
   }
 }
 
+/**
+ * Whether stream id `id` sorts after `than`. A Redis stream id is `<ms>-<seq>`, so a lexicographic
+ * compare is wrong the moment the millisecond part changes digit length (`'9999-0' > '10000-0'`);
+ * compare the two parts numerically instead. The initial `'0'` (nothing applied) has no `-seq` part,
+ * which reads as sequence 0 — before every real entry.
+ */
+function isAfterStreamId(id: string, than: string): boolean {
+  const [ms, seq = '0'] = id.split('-')
+  const [thanMs, thanSeq = '0'] = than.split('-')
+  return Number(ms) === Number(thanMs) ? Number(seq) > Number(thanSeq) : Number(ms) > Number(thanMs)
+}
+
 /** Whether a doc carries the seed flag (mirrors the relay's `isDocSeeded`), so the store can tell the
  * one-time seed transition from a real post-seed edit without re-implementing the check divergently. */
 function isDocSeeded(doc: Y.Doc): boolean {
@@ -260,10 +274,9 @@ export class FileDocStore {
   }
 
   /**
-   * Register a locally-opened room and load the shared state into its doc: read the whole stream from
-   * the head, apply every entry (origin {@link REDIS_ORIGIN}), and remember the last id so the tailer
-   * resumes exactly after it. A brand-new file has an empty stream and loads nothing (it is seeded
-   * shortly after, via {@link shouldSeed}). No-op when disabled.
+   * Register a locally-opened room and load the shared state into its doc ({@link catchUp}). A
+   * brand-new file has an empty stream and loads nothing (it is seeded shortly after, via
+   * {@link shouldSeed}). No-op when disabled.
    */
   async attachRoom(name: string, doc: Y.Doc): Promise<void> {
     if (!this.enabled || !this.write) return
@@ -277,12 +290,31 @@ export class FileDocStore {
       realEdited: false,
     }
     this.rooms.set(name, room)
+    await this.catchUp(name)
+  }
+
+  /**
+   * PULL the shared state into a registered room: read the stream and apply every entry the doc has
+   * not integrated yet (origin {@link REDIS_ORIGIN}), advancing `lastId` so the tailer resumes exactly
+   * after it. This is the ONLY way a room loads shared state, so a caller that must not depend on the
+   * tailer's asynchronous push — the join, which may not serve a client a half-assembled document —
+   * can converge on demand. Idempotent and safe to call repeatedly; no-op when disabled or the room is
+   * not registered (a fast open→close detached it). Never throws.
+   */
+  async catchUp(name: string): Promise<void> {
+    if (!this.enabled || !this.write) return
+    const room = this.rooms.get(name)
+    if (!room) return
     try {
       const entries = await this.write.xRange(streamKey(name), '-', '+')
       for (const entry of entries) {
-        // The room can be detached + its doc destroyed while catch-up is in flight (a fast open→close);
-        // stop touching it the moment that happens.
+        // The room can be detached + its doc destroyed while the read is in flight (a fast
+        // open→close); stop touching it the moment that happens.
         if (this.rooms.get(name) !== room) return
+        // Applying a Yjs update twice is a no-op, but `applyEntry`'s bookkeeping is not: re-applying
+        // the SEED after `seededObserved` latched would count it as a post-seed edit and let a
+        // compaction snapshot claim content no user ever typed. Skip what this room already holds.
+        if (!isAfterStreamId(entry.id, room.lastId)) continue
         this.applyEntry(room, entry.id, entry.message)
       }
       await this.write.expire(streamKey(name), STREAM_TTL_SEC)
diff --git a/apps/realtime/src/handlers/file-doc.join-readiness.test.ts b/apps/realtime/src/handlers/file-doc.join-readiness.test.ts
new file mode 100644
index 00000000000..9b7b6a1c7ec
--- /dev/null
+++ b/apps/realtime/src/handlers/file-doc.join-readiness.test.ts
@@ -0,0 +1,305 @@
+/**
+ * @vitest-environment node
+ *
+ * The join's readiness contract, with the shared store ENABLED (`file-doc.test.ts` runs it disabled).
+ *
+ * A room loads its document from the file's Redis stream one entry at a time, into the same `Y.Doc`
+ * that fans every update out to the room. So a client attached while that is happening is not sent the
+ * document — it is sent the document's history, and it watches the history replay on screen (reload
+ * right after moving a block and the block moves again in front of you). These tests pin the fix: the
+ * join waits for the room to hold the whole document, so the client's first sync is authoritative.
+ */
+import {
+  FILE_DOC_EVENTS,
+  FILE_DOC_MESSAGE_TYPE,
+  FILE_DOC_SEED,
+} from '@sim/realtime-protocol/file-doc'
+import * as decoding from 'lib0/decoding'
+import * as encoding from 'lib0/encoding'
+import { afterAll, afterEach, beforeAll, beforeEach, describe, expect, it, vi } from 'vitest'
+import * as syncProtocol from 'y-protocols/sync'
+import * as Y from 'yjs'
+import type { IRoomManager } from '@/rooms'
+
+const { mockAuthorizeRoom, mockFetchFileDocSeed } = vi.hoisted(() => ({
+  mockAuthorizeRoom: vi.fn(),
+  mockFetchFileDocSeed: vi.fn(),
+}))
+
+vi.mock('@sim/platform-authz/rooms', () => ({ authorizeRoom: mockAuthorizeRoom }))
+
+vi.mock('@/handlers/file-doc-app', () => ({
+  fetchFileDocSeed: mockFetchFileDocSeed,
+  fetchFileDocMerge: vi.fn(),
+  fetchFileDocPersist: vi.fn().mockResolvedValue({ status: 'persisted', version: 1 }),
+}))
+
+/** One in-memory Redis backing per test — only the stream/lock ops the store actually uses. */
+const backing = vi.hoisted(() => ({
+  streams: new Map<string, { id: string; message: Record<string, string> }[]>(),
+  kv: new Map<string, string>(),
+  seq: 0,
+  /** Ticks of event-loop delay each xRange takes, modelling a remote (cross-region) Redis. */
+  readDelayTicks: 0,
+}))
+
+const seqOf = (id: string) => Number(id.split('-')[0])
+
+vi.mock('redis', () => {
+  const makeClient = (): Record<string, unknown> => {
+    const client: Record<string, unknown> = {
+      connect: async () => {},
+      quit: async () => {},
+      on: () => client,
+      duplicate: () => makeClient(),
+      xAdd: async (key: string, _star: string, fields: Record<string, string>) => {
+        const id = `${++backing.seq}-0`
+        const arr = backing.streams.get(key) ?? []
+        arr.push({ id, message: { ...fields } })
+        backing.streams.set(key, arr)
+        return id
+      },
+      xRange: async (key: string) => {
+        for (let i = 0; i < backing.readDelayTicks; i++) await Promise.resolve()
+        return (backing.streams.get(key) ?? []).map((e) => ({ ...e }))
+      },
+      xLen: async (key: string) => (backing.streams.get(key) ?? []).length,
+      xRead: async (streams: { key: string; id: string }[]) => {
+        const res: { name: string; messages: { id: string; message: Record<string, string> }[] }[] =
+          []
+        for (const { key, id } of streams) {
+          const after = (backing.streams.get(key) ?? []).filter((e) => seqOf(e.id) > seqOf(id))
+          if (after.length) res.push({ name: key, messages: after.map((e) => ({ ...e })) })
+        }
+        if (res.length) return res
+        await new Promise((r) => setTimeout(r, 5))
+        return null
+      },
+      set: async (key: string, val: string, opts?: { NX?: boolean }) => {
+        if (opts?.NX && backing.kv.has(key)) return null
+        backing.kv.set(key, val)
+        return 'OK'
+      },
+      eval: async (script: string, opts: { keys: string[]; arguments: string[] }) => {
+        const [key] = opts.keys
+        if (script.includes('xlen')) {
+          const [field, value] = opts.arguments
+          const arr = backing.streams.get(key) ?? []
+          if (arr.length > 0) return 0
+          arr.push({ id: `${++backing.seq}-0`, message: { [field]: value } })
+          backing.streams.set(key, arr)
+          return 1
+        }
+        const [token] = opts.arguments
+        if (backing.kv.get(key) === token) {
+          backing.kv.delete(key)
+          return 1
+        }
+        return 0
+      },
+      expire: async () => 1,
+      get: async (key: string) => backing.kv.get(key) ?? null,
+      exists: async (key: string) => (backing.kv.has(key) ? 1 : 0),
+    }
+    return client
+  }
+  return { createClient: () => makeClient() }
+})
+
+import { cleanupFileDocForSocket, setupWorkspaceFileDocHandlers } from '@/handlers/file-doc'
+import { getFileDocStore, initFileDocStore } from '@/handlers/file-doc-store'
+
+const FILE_ID = 'file-1'
+const ROOM_NAME = `workspace-file-doc:${FILE_ID}`
+const STREAM_KEY = `filedoc:stream:${ROOM_NAME}`
+const FIELD = 'default'
+
+type Handler = (payload?: unknown) => Promise<void> | void
+
+interface FakeSocket {
+  id: string
+  emit: (event: string, payload: unknown) => void
+  rooms: Set<string>
+}
+
+/**
+ * An `io` that actually DELIVERS: a room emit reaches every socket that joined that room, so a frame
+ * the relay fans out mid-assembly lands on the joiner's `emit` exactly as it would in the browser.
+ * Recording the emits without routing them would hide the very thing these tests are about.
+ */
+function createIo(sockets: FakeSocket[]) {
+  const emitTo = (target: string, except: string | null, event: string, payload: unknown) => {
+    for (const socket of sockets) {
+      if (socket.id === except || !socket.rooms.has(target)) continue
+      socket.emit(event, payload)
+    }
+  }
+  const to = vi.fn((target: string) => ({
+    except: (exclude: string) => ({
+      emit: (event: string, payload: unknown) => emitTo(target, exclude, event, payload),
+    }),
+    emit: (event: string, payload: unknown) => emitTo(target, null, event, payload),
+  }))
+  return {
+    to,
+    in: vi.fn(() => ({ socketsLeave: () => {} })),
+    local: { to },
+  } as unknown as IRoomManager['io']
+}
+
+function setup(id: string, sockets: FakeSocket[]) {
+  const handlers: Record<string, Handler> = {}
+  const rooms = new Set<string>()
+  const socket = {
+    id,
+    userId: 'user-1',
+    userName: 'Test User',
+    userImage: 'avatar.png',
+    disconnected: false,
+    rooms,
+    on: vi.fn((event: string, handler: Handler) => {
+      handlers[event] = handler
+    }),
+    emit: vi.fn(),
+    join: vi.fn((name: string) => rooms.add(name)),
+    leave: vi.fn((name: string) => rooms.delete(name)),
+  }
+  sockets.push(socket as unknown as FakeSocket)
+  setupWorkspaceFileDocHandlers(
+    socket as unknown as Parameters<typeof setupWorkspaceFileDocHandlers>[0],
+    { isReady: () => true, io: createIo(sockets) } as unknown as IRoomManager
+  )
+  return { socket, handlers }
+}
+
+/** Append a Yjs update to the file's stream, exactly as `publish`/`seedIfEmpty` would. */
+function appendToStream(update: Uint8Array): void {
+  const arr = backing.streams.get(STREAM_KEY) ?? []
+  arr.push({ id: `${++backing.seq}-0`, message: { u: Buffer.from(update).toString('base64') } })
+  backing.streams.set(STREAM_KEY, arr)
+}
+
+/**
+ * A warm room's history: the seed, then a later edit — the "I moved a block, then reloaded" case.
+ * Returns the markdown-equivalent text of each state.
+ */
+function seedWarmStreamHistory(): { intermediate: string; final: string } {
+  const doc = new Y.Doc()
+  doc.getText(FIELD).insert(0, 'AAA')
+  doc.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.flag, true)
+  appendToStream(Y.encodeStateAsUpdate(doc))
+  const afterSeed = Y.encodeStateVector(doc)
+  doc.getText(FIELD).insert(0, 'BBB')
+  appendToStream(Y.encodeStateAsUpdate(doc, afterSeed))
+  doc.destroy()
+  return { intermediate: 'AAA', final: 'BBBAAA' }
+}
+
+/** Every document state this socket was ever shown, in order. */
+function statesDeliveredTo(socket: { emit: ReturnType<typeof vi.fn> }): string[] {
+  const clientDoc = new Y.Doc()
+  const states: string[] = []
+  for (const [event, payload] of socket.emit.mock.calls) {
+    if (event !== FILE_DOC_EVENTS.MESSAGE || !(payload instanceof Uint8Array)) continue
+    const decoder = decoding.createDecoder(payload)
+    if (decoding.readVarUint(decoder) !== FILE_DOC_MESSAGE_TYPE.SYNC) continue
+    syncProtocol.readSyncMessage(decoder, encoding.createEncoder(), clientDoc, null)
+    const text = clientDoc.getText(FIELD).toString()
+    if (text !== (states.at(-1) ?? '')) states.push(text)
+  }
+  clientDoc.destroy()
+  return states
+}
+
+/** Let anything the join left running (a catch-up, a seed) settle, so a frame it fans out afterwards
+ *  is counted — that late delivery IS the replay these tests exist to rule out. */
+async function flushPendingWork(): Promise<void> {
+  for (let i = 0; i < 20; i++) await Promise.resolve()
+}
+
+/** Ask the server for its state the way a client does after the join ack. */
+function requestSyncStep2(handlers: Record<string, Handler>): void {
+  const encoder = encoding.createEncoder()
+  encoding.writeVarUint(encoder, FILE_DOC_MESSAGE_TYPE.SYNC)
+  syncProtocol.writeSyncStep1(encoder, new Y.Doc())
+  handlers[FILE_DOC_EVENTS.MESSAGE](encoding.toUint8Array(encoder))
+}
+
+describe('file-doc join readiness (shared store enabled)', () => {
+  /** Every socket the test created, so a room emit can be routed to its members. */
+  const sockets: FakeSocket[] = []
+
+  // One store for the whole file: `initFileDocStore` is idempotent once enabled, so a per-test
+  // shutdown would leave every later test running against a store with closed clients.
+  beforeAll(async () => {
+    await initFileDocStore('redis://fake')
+  })
+
+  afterAll(async () => {
+    await getFileDocStore().shutdown()
+  })
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    backing.streams.clear()
+    backing.kv.clear()
+    backing.seq = 0
+    backing.readDelayTicks = 0
+    mockAuthorizeRoom.mockResolvedValue({
+      allowed: true,
+      status: 200,
+      workspaceId: 'ws-1',
+      workspacePermission: 'write',
+    })
+    mockFetchFileDocSeed.mockResolvedValue(null)
+  })
+
+  afterEach(() => {
+    cleanupFileDocForSocket('socket-1', createIo(sockets), true)
+    sockets.length = 0
+  })
+
+  it('hands a joiner the final document, never the room history it was rebuilt from', async () => {
+    const { intermediate, final } = seedWarmStreamHistory()
+    // The catch-up read is not instantaneous — the case that made this visible is a cross-region Redis.
+    backing.readDelayTicks = 6
+    const { socket, handlers } = setup('socket-1', sockets)
+
+    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: FILE_ID, clientId: 1 })
+    requestSyncStep2(handlers)
+    await flushPendingWork()
+
+    // One state, and it is the final one: the client never saw the pre-move document.
+    expect(statesDeliveredTo(socket)).toEqual([final])
+    expect(statesDeliveredTo(socket)).not.toContain(intermediate)
+  })
+
+  it('does not fetch a seed for a room the stream can already reconstruct', async () => {
+    seedWarmStreamHistory()
+    const { handlers } = setup('socket-1', sockets)
+
+    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: FILE_ID, clientId: 1 })
+
+    expect(mockFetchFileDocSeed).not.toHaveBeenCalled()
+  })
+
+  it('pulls a seed another writer put in the stream instead of waiting for the tailer to push it', async () => {
+    // The seed lock is held by a writer whose room has since been dropped (a fast open→close on a
+    // freshly created file), and its seed lands in the stream. Waiting to be told about it is what
+    // left a new file un-editable until the client's readiness deadline lapsed; the join reads it.
+    backing.kv.set(`filedoc:seedlock:${ROOM_NAME}`, 'held-by-a-writer-that-is-gone')
+    const doc = new Y.Doc()
+    doc.getText(FIELD).insert(0, 'seeded by the writer that held the lock')
+    doc.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.flag, true)
+    appendToStream(Y.encodeStateAsUpdate(doc))
+    doc.destroy()
+
+    const { socket, handlers } = setup('socket-1', sockets)
+    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: FILE_ID, clientId: 1 })
+    requestSyncStep2(handlers)
+    await flushPendingWork()
+
+    expect(mockFetchFileDocSeed).not.toHaveBeenCalled()
+    expect(statesDeliveredTo(socket)).toEqual(['seeded by the writer that held the lock'])
+  })
+})
diff --git a/apps/realtime/src/handlers/file-doc.test.ts b/apps/realtime/src/handlers/file-doc.test.ts
index 938092d4484..4ba34c83de1 100644
--- a/apps/realtime/src/handlers/file-doc.test.ts
+++ b/apps/realtime/src/handlers/file-doc.test.ts
@@ -570,22 +570,42 @@ describe('setupWorkspaceFileDocHandlers', () => {
     expect(clientDoc.getText(FILE_DOC_FIELD).toString()).toBe('# From server')
   })
 
-  it('seeds the document only once from the server across concurrent joiners of the same file', async () => {
+  it('seeds once across concurrent joiners, and every one of them waits for that seed', async () => {
     // Keep the first seed fetch IN FLIGHT so the doc is still unseeded when the second socket joins:
-    // that forces the dedup onto `serverSeedStarted` (the in-flight guard) rather than `isDocSeeded`.
+    // that forces the dedup onto the in-flight seed rather than `isDocSeeded`. Both joins must WAIT
+    // for it — a joiner answered before the seed would be handed an empty document and would then
+    // watch the content arrive as a live update.
     let resolveSeed: (v: { update: Uint8Array; version: number } | null) => void = () => {}
     mockFetchFileDocSeed.mockReturnValueOnce(new Promise((resolve) => (resolveSeed = resolve)))
     const { io } = createIo()
     const a = setup('socket-a', io)
     const b = setup('socket-b', io)
 
-    await a.handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
-    await b.handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 2 })
-    // Second join happened with the fetch still pending; only after this does the seed land.
+    const joinA = a.handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
+    const joinB = b.handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 2 })
+    await flushMicrotasks()
+
+    // The second join found the seed already in flight, so it does not start another one — and
+    // neither join has been answered yet.
     expect(mockFetchFileDocSeed).toHaveBeenCalledTimes(1)
+    expect(joinSuccessFileId(a.socket)).toBeUndefined()
+    expect(joinSuccessFileId(b.socket)).toBeUndefined()
+
     resolveSeed(seedResult('# From server'))
-    await flushMicrotasks()
+    await Promise.all([joinA, joinB])
     expect(mockFetchFileDocSeed).toHaveBeenCalledTimes(1)
+
+    // The joiner that never triggered the fetch is served the seeded document all the same.
+    b.socket.emit.mockClear()
+    b.handlers[FILE_DOC_EVENTS.MESSAGE](
+      frame(FILE_DOC_MESSAGE_TYPE.SYNC, (e) => syncProtocol.writeSyncStep1(e, new Y.Doc()))
+    )
+    const reply = b.socket.emit.mock.calls.find(
+      ([event, payload]) => event === FILE_DOC_EVENTS.MESSAGE && payload instanceof Uint8Array
+    )
+    const clientDoc = new Y.Doc()
+    applySyncReply(reply?.[1] as Uint8Array, clientDoc)
+    expect(clientDoc.getText(FILE_DOC_FIELD).toString()).toBe('# From server')
   })
 
   it('marks an empty/absent-file doc seeded so clients still reach readiness', async () => {
@@ -640,43 +660,58 @@ describe('setupWorkspaceFileDocHandlers', () => {
     expect(clientDoc.getText(FILE_DOC_FIELD).toString()).toBe('# Recovered')
   })
 
-  it('does not seed a room that was dropped while the seed fetch was in flight', async () => {
+  it('does not seed a room the joiner abandoned while the seed fetch was in flight', async () => {
     let resolveSeed: (v: { update: Uint8Array; version: number } | null) => void = () => {}
     mockFetchFileDocSeed.mockReturnValueOnce(new Promise((resolve) => (resolveSeed = resolve)))
     const { io } = createIo()
-    const { handlers } = setup('socket-1', io)
+    const { socket, handlers } = setup('socket-1', io)
 
-    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
-    // The only owner leaves → the room (and its doc) is destroyed while the fetch is still pending.
-    cleanupFileDocForSocket('socket-1', io, true)
+    const joining = handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
+    await flushMicrotasks()
+    // The client leaves before the room finished assembling → the join aborts and drops the room it
+    // was preparing (nothing else owns it).
+    handlers[FILE_DOC_EVENTS.LEAVE]({ fileId: 'file-1' })
     // Resolving now must not touch the destroyed doc or throw (liveness re-check after the await).
     resolveSeed(seedResult('# Too late'))
-    await expect(flushMicrotasks()).resolves.toBeUndefined()
+    await expect(joining).resolves.toBeUndefined()
+    expect(joinSuccessFileId(socket)).toBeUndefined()
+    expect(socket.join).not.toHaveBeenCalled()
   })
 
-  it('still seeds when content was synced into the doc before the seed returned', async () => {
-    // Defensive: the guard is `isDocSeeded`, NOT doc-emptiness. In practice a fresh client never
-    // writes ahead of the seed (@tiptap/y-tiptap suppresses the empty-paragraph placeholder and real
-    // edits are readiness-gated), but even if some update landed content in the doc before the seed
-    // fetch resolved, the seed must still apply and set the flag — or the client's
-    // `synced && initialContentLoaded` gate would never open.
+  it('attaches a client only once the document is whole — no empty sync, no frames before it', async () => {
+    // The room assembles itself into the same doc that fans updates out to its room, so a socket
+    // attached mid-assembly receives the document's history rather than the document. Nothing about
+    // the client exists in the room until the seed has landed: no membership, no sync, and any frame
+    // it sends meanwhile is not applied.
     let resolveSeed: (v: { update: Uint8Array; version: number } | null) => void = () => {}
     mockFetchFileDocSeed.mockReturnValueOnce(new Promise((resolve) => (resolveSeed = resolve)))
     const { io } = createIo()
     const { socket, handlers } = setup('socket-1', io)
-    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
+    const joining = handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
+    await flushMicrotasks()
 
-    // The client syncs a placeholder update — content in the doc, but no seed flag.
-    const placeholder = new Y.Doc()
-    placeholder.getText(FILE_DOC_FIELD).insert(0, 'x')
+    expect(socket.join).not.toHaveBeenCalled()
+    expect(joinSuccessFileId(socket)).toBeUndefined()
+    expect(
+      socket.emit.mock.calls.some(
+        ([event, payload]) => event === FILE_DOC_EVENTS.MESSAGE && payload instanceof Uint8Array
+      )
+    ).toBe(false)
+
+    // A document frame sent before the join was answered reaches an unbound socket and is dropped.
+    const early = new Y.Doc()
+    early.getText(FILE_DOC_FIELD).insert(0, 'too early')
     handlers[FILE_DOC_EVENTS.MESSAGE](
       frame(FILE_DOC_MESSAGE_TYPE.SYNC, (e) =>
-        syncProtocol.writeUpdate(e, Y.encodeStateAsUpdate(placeholder))
+        syncProtocol.writeUpdate(e, Y.encodeStateAsUpdate(early))
       )
     )
+
     resolveSeed(seedResult('# Seeded'))
-    await flushMicrotasks()
+    await joining
+    expect(joinSuccessFileId(socket)).toBe('file-1')
 
+    // The first thing the client is served is the finished document — content and seed flag together.
     socket.emit.mockClear()
     handlers[FILE_DOC_EVENTS.MESSAGE](
       frame(FILE_DOC_MESSAGE_TYPE.SYNC, (e) => syncProtocol.writeSyncStep1(e, new Y.Doc()))
@@ -687,7 +722,7 @@ describe('setupWorkspaceFileDocHandlers', () => {
     const clientDoc = new Y.Doc()
     applySyncReply(reply?.[1] as Uint8Array, clientDoc)
     expect(clientDoc.getMap(FILE_DOC_SEED.configMap).get(FILE_DOC_SEED.flag)).toBe(true)
-    expect(clientDoc.getText(FILE_DOC_FIELD).toString()).toContain('# Seeded')
+    expect(clientDoc.getText(FILE_DOC_FIELD).toString()).toBe('# Seeded')
   })
 
   it('merges a copilot edit into a seeded live room and relays it to editors', async () => {
diff --git a/apps/realtime/src/handlers/file-doc.ts b/apps/realtime/src/handlers/file-doc.ts
index a0152fd85f6..1e29f476de9 100644
--- a/apps/realtime/src/handlers/file-doc.ts
+++ b/apps/realtime/src/handlers/file-doc.ts
@@ -131,9 +131,13 @@ interface FileDocRoom {
   /** socketId → (clientId → its presence ownership). A socket owns one entry per collaborative provider
    * it mounted for this file (see {@link FileDocOwner}); an empty inner map is never kept. */
   owners: Map<string, Map<number, FileDocOwner>>
-  /** True once the server-side seed fetch has started, so concurrent joins don't each fetch.
-   * Reset on a fetch FAILURE so a later join can retry (a genuinely empty file stays empty). */
-  serverSeedStarted: boolean
+  /**
+   * The in-flight server seed for this room, or `null`. Concurrent joins await THIS promise rather
+   * than each starting a fetch — and, unlike a "started" boolean, awaiting it is what lets a second
+   * joiner be served a document that is already seeded instead of an empty one. Cleared when it
+   * settles, so a failed seed is re-attempted by a later join (a genuinely empty file stays empty).
+   */
+  seeding: Promise<void> | null
   /** The workspace this file belongs to, captured at join — needed to persist back to markdown. */
   workspaceId: string | null
   /** The last collaborator to edit here, for persist attribution (blob metadata) only. */
@@ -170,6 +174,17 @@ interface FileDocRoom {
    * {@link FileDocStore.isAgentStreaming} flag. `0` when no agent stream is active.
    */
   agentStreamingUntil: number
+  /**
+   * Resolves once this room's doc reflects the file's shared stream (see {@link FileDocStore.catchUp}).
+   * Never rejects — the catch-up logs and gives up — so awaiting it can never fail a join.
+   */
+  hydrated: Promise<void>
+  /**
+   * How many joins are currently preparing this room. A room is created by the first join and has no
+   * owner until that join commits, so without this a concurrent last-leave would tear down the very
+   * document being assembled. A room with a join in flight is not idle.
+   */
+  pendingJoins: number
 }
 
 /** Live documents keyed by Socket.IO room name. Module-global: one Y.Doc per file. */
@@ -360,7 +375,12 @@ async function flushPersist(name: string, room: FileDocRoom, final: boolean): Pr
     }
     if (result.status === 'persisted') {
       room.syncedVersion = Math.max(room.syncedVersion ?? 0, result.version)
-      void store.setSyncedVersion(name, result.version)
+      // AWAITED, unlike every other version write: the room's own copy dies with the room, so this
+      // cluster key is the only record that survives a teardown or a process restart. Fire-and-forget
+      // here means a task that exits in the moments after a write comes back holding a version older
+      // than the file's, and — since a conflict neither writes nor advances the token — never persists
+      // that document again. One round trip after a blob write is not a cost worth that.
+      await store.setSyncedVersion(name, result.version)
       return
     }
     // status === 'conflict': the durable file advanced out-of-band since our If-Match token. We do NOT
@@ -412,6 +432,12 @@ function isDocSeeded(doc: Y.Doc): boolean {
   return doc.getMap(FILE_DOC_SEED.configMap).get(FILE_DOC_SEED.flag) === true
 }
 
+/** The identity of the document this doc holds ({@link FILE_DOC_SEED.docIdKey}), if it carries one. */
+function docIdOf(doc: Y.Doc): string | undefined {
+  const docId = doc.getMap(FILE_DOC_SEED.configMap).get(FILE_DOC_SEED.docIdKey)
+  return typeof docId === 'string' ? docId : undefined
+}
+
 /**
  * Decode the client IDs an awareness update carries, without applying it, to
  * check a frame only touches its sender's own presence. Mirrors the wire format
@@ -435,10 +461,13 @@ function awarenessUpdateClientIds(update: Uint8Array): number[] {
  * memory. Before dropping, flush the converged doc back to durable markdown (the last collaborator on
  * this task leaving) and detach from the shared stream. A later joiner re-creates it — catching up
  * from the stream if the doc is still live on another task, or re-seeding from markdown otherwise.
+ *
+ * A room being PREPARED for a join is not idle even though it has no owners yet: tearing it down there
+ * would drop the hydration/seed that join is waiting on, and the join would have to start over.
  */
 function destroyRoomIfIdle(name: string) {
   const room = fileDocRooms.get(name)
-  if (!room || room.owners.size > 0) return
+  if (!room || room.owners.size > 0 || room.pendingJoins > 0) return
   room.persistDeadline = null
   if (room.persistTimer) {
     clearTimeout(room.persistTimer)
@@ -469,40 +498,83 @@ export async function flushAllFileDocRooms(): Promise<void> {
 }
 
 /**
- * Seed a room's document server-side, once, on the first join: ask the app to build the seed (the
- * file's current markdown → Yjs, through the exact editor engine) and apply it, which relays the
- * content to every connected client via `doc.on('update')`. No client is elected to import content.
+ * Bring a room's document to its AUTHORITATIVE state — reflecting the file's shared stream and
+ * carrying its seed — so the join can attach a client to a document that is already whole. Never
+ * rejects: a room that cannot be seeded is served unseeded, which the client's readiness deadline
+ * turns into its read-only fallback, exactly as an unreachable relay does.
+ */
+async function ensureRoomReady(
+  name: string,
+  room: FileDocRoom,
+  workspaceId: string | null
+): Promise<void> {
+  await room.hydrated
+  // The room can be dropped and re-created while the catch-up is in flight (a fast open→close); the
+  // join re-checks identity after this and abandons a stale room rather than serving from it.
+  if (fileDocRooms.get(name) !== room || !workspaceId) return
+  await ensureServerSeed(name, room, workspaceId)
+}
+
+/**
+ * Seed a room's document server-side, once: ask the app to build the seed (the file's current markdown
+ * → Yjs, through the exact editor engine) and apply it. No client is elected to import content.
+ *
+ * MEMOIZED on the room, so concurrent joins await the same seed instead of the second one being served
+ * an empty document while the first one's fetch is still in flight. Cleared when it settles: a failed
+ * seed is re-attempted by the next join (a genuinely empty file stays empty and needs no retry).
  *
  * `isDocSeeded` is the sufficient guard: content only ever reaches the doc alongside the seed flag
  * (this seed, or a client's offline fallback), so an unseeded doc is genuinely empty and safe to seed.
  * A genuinely empty/missing file returns `null` (a read error throws instead), so still set the flag —
- * an empty doc must reach readiness, not wait forever. After the fetch, re-check the room is still
- * live and unseeded (an owner may have left, or a client seeded it, while the fetch was in flight).
- *
- * Recovery on failure is deliberately simple — no in-room retry loop: a single attempt bounded by a
- * timeout shorter than the client's readiness deadline, then release the guard. A transient failure
- * is re-attempted by the next join/reconnect; a persistent one lets the connected client's readiness
- * deadline lapse into its read-only fallback. (An in-room backoff retry can outlast that client
- * deadline, so it would keep trying a doc the client has already given up on — worse, not better.)
+ * an empty doc must reach readiness, not wait forever.
  */
-async function ensureServerSeed(
+function ensureServerSeed(name: string, room: FileDocRoom, workspaceId: string): Promise<void> {
+  if (isDocSeeded(room.doc)) return Promise.resolve()
+  room.seeding ??= runServerSeed(name, room, workspaceId).finally(() => {
+    room.seeding = null
+  })
+  return room.seeding
+}
+
+/**
+ * Whichever task wins the seed lock writes the seed; the others must end up holding the SAME seed
+ * before they serve anyone. They pull it, on this cadence, rather than waiting for the tailer to push
+ * it: a join's readiness may not depend on an asynchronous subscriber, because when that delivery is
+ * late or lost the client sits on an empty document until its readiness deadline lapses and the file
+ * opens read-only. Bounded by the longest a legitimate seed can take (the winner's own fetch bound),
+ * which stays inside the client's readiness deadline — see {@link FILE_DOC_TIMEOUTS}.
+ */
+const SEED_WAIT_RETRY_MS = 150
+
+async function runServerSeed(name: string, room: FileDocRoom, workspaceId: string): Promise<void> {
+  const store = getFileDocStore()
+  const deadline = Date.now() + FILE_DOC_TIMEOUTS.seedRequestMs
+  while (fileDocRooms.get(name) === room && !isDocSeeded(room.doc)) {
+    // Exactly one task across the cluster builds the seed; the others receive it via the stream (the
+    // fix for split-brain seeding). Returns a lock token here (single-pod: a sentinel token).
+    const token = await store.shouldSeed(name)
+    if (token) {
+      await seedUnderLock(name, room, workspaceId, token)
+      return
+    }
+    // No token: a peer holds the lock with its fetch in flight, or the stream is already seeded (which
+    // includes a PRIOR room for this same file whose seed landed after we read the stream). Either way
+    // the seed can only appear in the stream, so read it rather than wait to be told.
+    await store.catchUp(name)
+    if (isDocSeeded(room.doc) || Date.now() >= deadline) return
+    await sleep(SEED_WAIT_RETRY_MS)
+  }
+}
+
+/** Fetch, publish, and apply the seed while holding the cluster's seed lock for this file. */
+async function seedUnderLock(
   name: string,
   room: FileDocRoom,
-  workspaceId: string
+  workspaceId: string,
+  token: string
 ): Promise<void> {
-  if (room.serverSeedStarted || isDocSeeded(room.doc)) return
-  room.serverSeedStarted = true
   const store = getFileDocStore()
-  // Exactly one task across the cluster builds the seed; the others receive it via the stream (the fix
-  // for split-brain seeding). Returns a lock token here (single-pod: a sentinel token).
-  const token = await store.shouldSeed(name)
-  if (!token) {
-    // A peer is seeding (or already did). Release our guard so a later join can retry if the seed never
-    // arrives (e.g. the seeder died); the stream / this doc being seeded makes a retry safe.
-    room.serverSeedStarted = false
-    return
-  }
-  // We hold the seed lock — release it on EVERY exit from here (one `finally`, impossible to leak).
+  // Release the lock on EVERY exit from here (one `finally`, impossible to leak).
   try {
     const seed = await fetchFileDocSeed(workspaceId, room.fileId)
     if (fileDocRooms.get(name) !== room || isDocSeeded(room.doc)) return
@@ -533,15 +605,13 @@ async function ensureServerSeed(
     if (didSeed) {
       Y.applyUpdate(room.doc, seedUpdate, SEED_ORIGIN)
     } else {
-      // A peer seeded first: its seed arrives via the tailer, so we must NOT apply our own — a second,
-      // different-client-id seed IS the split-brain. Clear the guard so a later join can retry if that
-      // peer seed somehow never lands (e.g. a fail-closed `xLen` error made `shouldSeed` skip a genuinely
-      // empty stream); a real peer-seed makes the retry a no-op.
-      room.serverSeedStarted = false
+      // A peer won the atomic append: we must NOT apply our own — a second, different-client-id seed IS
+      // the split-brain. Read THEIRS out of the stream instead of waiting for the tailer to deliver it,
+      // so this room is seeded by the time the caller is told it is ready.
+      await store.catchUp(name)
     }
   } catch (error) {
     logger.warn(`Server seed failed for file ${room.fileId} (workspace ${workspaceId})`, error)
-    room.serverSeedStarted = false
   } finally {
     await store.releaseSeedLock(name, token)
   }
@@ -725,12 +795,14 @@ function getOrCreateRoom(io: Server, ref: RoomRef): FileDocRoom {
   // The server holds no cursor of its own; it only relays clients' awareness.
   awareness.setLocalState(null)
 
+  // Started BEFORE the room is registered so no join can observe a room without its hydration handle.
+  const hydrated = getFileDocStore().attachRoom(name, doc)
   const room: FileDocRoom = {
     fileId: ref.id,
     doc,
     awareness,
     owners: new Map(),
-    serverSeedStarted: false,
+    seeding: null,
     workspaceId: null,
     lastEditorUserId: null,
     edited: false,
@@ -739,6 +811,8 @@ function getOrCreateRoom(io: Server, ref: RoomRef): FileDocRoom {
     persistDeadline: null,
     syncedVersion: null,
     agentStreamingUntil: 0,
+    hydrated,
+    pendingJoins: 0,
   }
   // Register synchronously BEFORE the async catch-up so a concurrent join sees this room, not a second.
   fileDocRooms.set(name, room)
@@ -818,10 +892,6 @@ function getOrCreateRoom(io: Server, ref: RoomRef): FileDocRoom {
     broadcast(io, name, encoding.toUint8Array(encoder), originSocketId(origin))
   })
 
-  // Load the shared state into the doc and start tailing the stream (fire-and-forget: content streams
-  // in via `doc.on('update')` as it lands, mirroring the fire-and-forget seed below). Disabled → no-op.
-  void getFileDocStore().attachRoom(name, doc)
-
   return room
 }
 
@@ -1091,117 +1161,143 @@ export function setupWorkspaceFileDocHandlers(
       // awareness). Resolved here so the generation guard below also covers this await.
       const avatarUrl = await resolveAvatarUrl(socket, userId)
 
-      // Re-check access immediately before registering, mirroring the workflow join: the
-      // access re-validation sweep records a revocation BEFORE it evicts, so a join that
-      // authorized just before the revocation must not complete afterwards and re-bind
-      // the socket to the document. This RE-RESOLVES rather than peeking the cache — a
-      // peek treats an expired entry as unknown and fails open, which a join stalled
-      // longer than the cache TTL would slip straight through. Normally a cache hit (this
-      // join's own authorize just warmed it), so it costs no extra query.
-      const currentPermission = await resolveCurrentRoomPermission(userId, room, FILE_DOC_ACTION)
-      if (!satisfiesRoomMembership(currentPermission, ROOM_TYPES.WORKSPACE_FILE_DOC)) {
-        logger.warn(`User ${userId} lost write access to file ${fileId} before the join completed`)
-        emitJoinError(socket, fileId, 'Access denied to file', 'ACCESS_DENIED', false)
-        return
-      }
-
-      // Abort a JOIN superseded during authorization/identity resolution: the socket
-      // disconnected, or a newer JOIN (a document switch) bumped the generation. Registering
-      // here would leak a dead socket's room or bind the socket to the wrong document.
-      // Last await before the commit, so nothing can interleave between the access
-      // re-check above and the registration below.
-      if (socket.disconnected || joinGeneration.get(socket.id) !== generation) return
-
       const entry = getOrCreateRoom(io, room)
+      // The workspace the server-side persist writes back to — and what the seed is built from, so it
+      // must be captured BEFORE the room is prepared below.
+      if (authorized.workspaceId) entry.workspaceId = authorized.workspaceId
 
-      // A client id must be owned by at most one user, or a peer could bind an active
-      // collaborator's id and pass the per-frame ownership check to spoof/clear its caret.
-      // Distinguish a reconnect from a spoof by the owning user: the same user reclaiming its
-      // own client id (a dropped socket reconnecting reuses the Yjs client id, and its prior
-      // socket may not be cleaned up yet) takes over the stale binding; a DIFFERENT user is
-      // rejected. This runs BEFORE any teardown of the socket's current binding below, so a
-      // rejected rebind — even during a document switch — leaves the socket's existing document
-      // and caret untouched.
-      for (const [otherSid, clientMap] of entry.owners) {
-        if (otherSid === socket.id) continue
-        const owner = clientMap.get(clientId)
-        if (owner === undefined) continue
-        if (owner.userId !== userId) {
-          emitJoinError(socket, fileId, 'Client id already in use', 'CLIENT_ID_IN_USE', false)
+      // Hold the room open across the awaits below: it has no owner until this join commits, so a
+      // concurrent last-leave would otherwise tear down the very document being prepared.
+      entry.pendingJoins += 1
+      try {
+        // A client is attached to a WHOLE document or to nothing. A room assembles itself from the
+        // shared stream and the server seed, and both land in the same Y.Doc that fans every update out
+        // to its room — so a socket attached mid-assembly is not sent the document, it is sent the
+        // document's history, and it watches that replay on screen (reload right after moving a block
+        // and the block moves again in front of you). Waiting here is what makes the handshake below
+        // authoritative: the client's first sync IS the finished document, in one message.
+        await ensureRoomReady(name, entry, entry.workspaceId)
+
+        // Re-check access immediately before registering, mirroring the workflow join: the
+        // access re-validation sweep records a revocation BEFORE it evicts, so a join that
+        // authorized just before the revocation must not complete afterwards and re-bind
+        // the socket to the document. This RE-RESOLVES rather than peeking the cache — a
+        // peek treats an expired entry as unknown and fails open, which a join stalled
+        // longer than the cache TTL would slip straight through. Normally a cache hit (this
+        // join's own authorize just warmed it), so it costs no extra query.
+        const currentPermission = await resolveCurrentRoomPermission(userId, room, FILE_DOC_ACTION)
+        if (!satisfiesRoomMembership(currentPermission, ROOM_TYPES.WORKSPACE_FILE_DOC)) {
+          logger.warn(
+            `User ${userId} lost write access to file ${fileId} before the join completed`
+          )
+          emitJoinError(socket, fileId, 'Access denied to file', 'ACCESS_DENIED', false)
           return
         }
-        // Same user reclaiming its client id on a stale prior socket: evict just THAT clientID's binding
-        // + caret from the old socket. If that leaves the old socket with no providers, also drop its
-        // room mapping + Socket.IO membership so it can no longer send document (sync) frames
-        // (handleMessage's SYNC path gates on socketToRoomName, not owners); an old socket that still
-        // hosts OTHER providers keeps them. Done inline rather than via cleanupFileDocForSocket, which
-        // could destroyRoomIfIdle the room we're joining.
-        clientMap.delete(clientId)
-        awarenessProtocol.removeAwarenessStates(entry.awareness, [clientId], null)
-        if (clientMap.size === 0) {
-          entry.owners.delete(otherSid)
-          socketToRoomName.delete(otherSid)
-          io.in(otherSid).socketsLeave(name)
-        }
-      }
 
-      // Only now that the rebind is guaranteed to succeed, leave a previously-joined document if
-      // switching (a socket edits at most one). A duplicate join of the SAME room falls through
-      // and simply re-runs the sync handshake, idempotently.
-      const currentName = socketToRoomName.get(socket.id)
-      if (currentName && currentName !== name) {
-        socket.leave(currentName)
-        cleanupFileDocForSocket(socket.id, io)
-      }
+        // Abort a JOIN superseded while the room was being prepared: the socket disconnected, a newer
+        // JOIN (a document switch) bumped the generation, or the room was dropped and re-created.
+        // Registering here would leak a dead socket's room, bind the socket to the wrong document, or
+        // attach it to a doc no longer registered. Last await before the commit, so nothing can
+        // interleave between the access re-check above and the registration below.
+        if (
+          socket.disconnected ||
+          joinGeneration.get(socket.id) !== generation ||
+          fileDocRooms.get(name) !== entry
+        )
+          return
 
-      // ADD this provider's clientID to the socket's ownership set (do NOT overwrite a sibling provider
-      // on the same socket — that lone-owner overwrite is exactly what dropped the chat preview's
-      // awareness when the Files editor co-mounted). A re-JOIN of the same clientID is idempotent. A
-      // single provider that later unmounts clears its own caret via its awareness removal; the whole
-      // set is dropped on the socket's LEAVE/disconnect (client emits LEAVE only after its LAST provider
-      // for the file tears down).
-      let clientMap = entry.owners.get(socket.id)
-      if (clientMap === undefined) {
-        clientMap = new Map<number, FileDocOwner>()
-        entry.owners.set(socket.id, clientMap)
-      }
-      clientMap.set(clientId, { clientId, userId, userName, avatarUrl })
-      socketToRoomName.set(socket.id, name)
-      socket.join(name)
+        // A client id must be owned by at most one user, or a peer could bind an active
+        // collaborator's id and pass the per-frame ownership check to spoof/clear its caret.
+        // Distinguish a reconnect from a spoof by the owning user: the same user reclaiming its
+        // own client id (a dropped socket reconnecting reuses the Yjs client id, and its prior
+        // socket may not be cleaned up yet) takes over the stale binding; a DIFFERENT user is
+        // rejected. This runs BEFORE any teardown of the socket's current binding below, so a
+        // rejected rebind — even during a document switch — leaves the socket's existing document
+        // and caret untouched.
+        for (const [otherSid, clientMap] of entry.owners) {
+          if (otherSid === socket.id) continue
+          const owner = clientMap.get(clientId)
+          if (owner === undefined) continue
+          if (owner.userId !== userId) {
+            emitJoinError(socket, fileId, 'Client id already in use', 'CLIENT_ID_IN_USE', false)
+            return
+          }
+          // Same user reclaiming its client id on a stale prior socket: evict just THAT clientID's
+          // binding + caret from the old socket. If that leaves the old socket with no providers, also
+          // drop its room mapping + Socket.IO membership so it can no longer send document (sync) frames
+          // (handleMessage's SYNC path gates on socketToRoomName, not owners); an old socket that still
+          // hosts OTHER providers keeps them. Done inline rather than via cleanupFileDocForSocket, which
+          // could destroyRoomIfIdle the room we're joining.
+          clientMap.delete(clientId)
+          awarenessProtocol.removeAwarenessStates(entry.awareness, [clientId], null)
+          if (clientMap.size === 0) {
+            entry.owners.delete(otherSid)
+            socketToRoomName.delete(otherSid)
+            io.in(otherSid).socketsLeave(name)
+          }
+        }
 
-      // Capture what the server-side persist needs: the workspace to write back to, and the current
-      // user for attribution (refreshed to the actual editor on each edit in `handleMessage`).
-      if (authorized.workspaceId) entry.workspaceId = authorized.workspaceId
-      entry.lastEditorUserId = userId
-
-      socket.emit(FILE_DOC_EVENTS.JOIN_SUCCESS, { fileId })
-      // Server-authenticated roster → everyone in the room, including this joiner.
-      broadcastFileDocPresence(io, name, entry)
-
-      // Begin the sync handshake: send the server's state (sync step 1). The
-      // client replies with its updates and requests the server's in return.
-      const syncEncoder = encoding.createEncoder()
-      encoding.writeVarUint(syncEncoder, FILE_DOC_MESSAGE_TYPE.SYNC)
-      syncProtocol.writeSyncStep1(syncEncoder, entry.doc)
-      socket.emit(FILE_DOC_EVENTS.MESSAGE, encoding.toUint8Array(syncEncoder))
-
-      // Send existing awareness so the new client immediately sees others' carets.
-      const states = entry.awareness.getStates()
-      if (states.size > 0) {
-        const awarenessEncoder = encoding.createEncoder()
-        encoding.writeVarUint(awarenessEncoder, FILE_DOC_MESSAGE_TYPE.AWARENESS)
-        encoding.writeVarUint8Array(
-          awarenessEncoder,
-          awarenessProtocol.encodeAwarenessUpdate(entry.awareness, Array.from(states.keys()))
-        )
-        socket.emit(FILE_DOC_EVENTS.MESSAGE, encoding.toUint8Array(awarenessEncoder))
-      }
+        // Only now that the rebind is guaranteed to succeed, leave a previously-joined document if
+        // switching (a socket edits at most one). A duplicate join of the SAME room falls through
+        // and simply re-runs the sync handshake, idempotently.
+        const currentName = socketToRoomName.get(socket.id)
+        if (currentName && currentName !== name) {
+          socket.leave(currentName)
+          cleanupFileDocForSocket(socket.id, io)
+        }
 
-      // Seed the document server-side (once). Fire-and-forget: the join completes immediately and
-      // the seed relays to this socket via `doc.on('update')` the moment it lands.
-      if (authorized.workspaceId) void ensureServerSeed(name, entry, authorized.workspaceId)
+        // ADD this provider's clientID to the socket's ownership set (do NOT overwrite a sibling
+        // provider on the same socket — that lone-owner overwrite is exactly what dropped the chat
+        // preview's awareness when the Files editor co-mounted). A re-JOIN of the same clientID is
+        // idempotent. A single provider that later unmounts clears its own caret via its awareness
+        // removal; the whole set is dropped on the socket's LEAVE/disconnect (the client emits LEAVE
+        // only after its LAST provider for the file tears down).
+        let clientMap = entry.owners.get(socket.id)
+        if (clientMap === undefined) {
+          clientMap = new Map<number, FileDocOwner>()
+          entry.owners.set(socket.id, clientMap)
+        }
+        clientMap.set(clientId, { clientId, userId, userName, avatarUrl })
+        socketToRoomName.set(socket.id, name)
+        socket.join(name)
+
+        // Attribution for the server-side persist, refreshed to the actual editor on each edit in
+        // `handleMessage`.
+        entry.lastEditorUserId = userId
+
+        // Name the document this room holds, so a client that still carries a DIFFERENT one (its room
+        // outlived by a document rebuilt in its place) can refuse to merge instead of unioning two
+        // documents into the file twice over. Read after readiness — before it, the room has no doc yet.
+        socket.emit(FILE_DOC_EVENTS.JOIN_SUCCESS, { fileId, docId: docIdOf(entry.doc) })
+        // Server-authenticated roster → everyone in the room, including this joiner.
+        broadcastFileDocPresence(io, name, entry)
+
+        // Begin the sync handshake: send the server's state (sync step 1). The
+        // client replies with its updates and requests the server's in return.
+        const syncEncoder = encoding.createEncoder()
+        encoding.writeVarUint(syncEncoder, FILE_DOC_MESSAGE_TYPE.SYNC)
+        syncProtocol.writeSyncStep1(syncEncoder, entry.doc)
+        socket.emit(FILE_DOC_EVENTS.MESSAGE, encoding.toUint8Array(syncEncoder))
+
+        // Send existing awareness so the new client immediately sees others' carets.
+        const states = entry.awareness.getStates()
+        if (states.size > 0) {
+          const awarenessEncoder = encoding.createEncoder()
+          encoding.writeVarUint(awarenessEncoder, FILE_DOC_MESSAGE_TYPE.AWARENESS)
+          encoding.writeVarUint8Array(
+            awarenessEncoder,
+            awarenessProtocol.encodeAwarenessUpdate(entry.awareness, Array.from(states.keys()))
+          )
+          socket.emit(FILE_DOC_EVENTS.MESSAGE, encoding.toUint8Array(awarenessEncoder))
+        }
 
-      logger.info(`User ${userId} joined file-doc room ${fileId}`)
+        logger.info(`User ${userId} joined file-doc room ${fileId}`)
+      } finally {
+        entry.pendingJoins -= 1
+        // A join that returned without registering may have left behind the room it created; drop it
+        // if nothing else claimed it. A no-op once this join committed (the room then has an owner).
+        destroyRoomIfIdle(name)
+      }
     } catch (error) {
       logger.error('Error joining file-doc room:', error)
       try {
diff --git a/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx b/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx
index 0043641a3e0..37c883552dd 100644
--- a/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/sim-wordmark/sim-wordmark.tsx
@@ -1,7 +1,11 @@
+import { WORDMARK_PATHS, WORDMARK_VIEW_BOX } from '@/lib/branding/wordmark'
+
 /**
  * Inline "sim" brand logotype (wordmark, no separate icon mark) - the paths
  * from the v1.0 brand guide's `simLogotype--dark.svg`, inlined so the logo
- * ships as zero-request server-rendered HTML.
+ * ships as zero-request server-rendered HTML. They live in
+ * `@/lib/branding/wordmark` because the email header rasterizes the same
+ * outlines.
  *
  * Filled with a single solid `var(--text-body)` - the navbar's own text color
  * (the same token its nav-link chips use) - so the wordmark reads as one solid
@@ -14,7 +18,7 @@
 export function SimWordmark() {
   return (
     <svg
-      viewBox='0 0 441 212'
+      viewBox={`0 0 ${WORDMARK_VIEW_BOX.width} ${WORDMARK_VIEW_BOX.height}`}
       width={37}
       height={18}
       fill='none'
@@ -22,10 +26,9 @@ export function SimWordmark() {
       className='-translate-y-[1.5px] h-[18px] w-auto'
     >
       <g fill='var(--text-body)'>
-        <path d='M0 160.9H29.51C29.51 169.08 32.46 175.61 38.37 180.48C44.27 185.12 52.25 187.44 62.31 187.44C73.24 187.44 81.65 185.34 87.56 181.14C93.46 176.71 96.41 170.85 96.41 163.55C96.41 158.24 94.77 153.82 91.49 150.28C88.43 146.74 82.75 143.86 74.44 141.65L46.24 135.01C32.03 131.47 21.42 126.05 14.43 118.75C7.65 111.45 4.26 101.83 4.26 89.88C4.26 79.93 6.78 71.3 11.81 64C17.05 56.7 24.16 51.06 33.12 47.08C42.3 43.09 52.8 41.1 64.6 41.1C76.41 41.1 86.57 43.2 95.1 47.41C103.84 51.61 110.62 57.47 115.43 64.99C120.46 72.52 123.08 81.48 123.3 91.87H93.79C93.57 83.47 90.84 76.94 85.59 72.3C80.34 67.65 73.02 65.33 63.62 65.33C54 65.33 46.57 67.43 41.32 71.63C36.07 75.83 33.45 81.59 33.45 88.89C33.45 99.73 41.32 107.14 57.06 111.12L85.26 118.09C98.81 121.19 108.98 126.28 115.76 133.35C122.53 140.21 125.92 149.61 125.92 161.56C125.92 171.74 123.19 180.7 117.73 188.44C112.26 195.96 104.72 201.82 95.1 206.03C85.7 210.01 74.55 212 61.65 212C42.85 212 27.87 207.35 16.72 198.06C5.57 188.77 0 176.38 0 160.9Z' />
-        <path d='M232.8 212H202.13L202.13 49.76H229.54V77.39C232.8 68.34 239.11 60.66 247.81 54.7C256.73 48.52 267.5 45.43 280.12 45.43C294.26 45.43 306.01 49.29 315.36 57.02C324.72 64.75 330.81 75.01 333.64 87.82H328.09C330.27 75.01 336.25 64.75 346.04 57.02C355.83 49.29 367.9 45.43 382.26 45.43C400.54 45.43 414.89 50.84 425.34 61.66C435.78 72.47 441 87.26 441 106.03V212H410.98V113.65C410.98 100.84 407.71 91.02 401.19 84.17C394.88 77.11 386.29 73.58 375.41 73.58C367.79 73.58 361.05 75.34 355.17 78.88C349.52 82.19 345.06 87.04 341.8 93.45C338.53 99.85 336.9 107.36 336.9 115.97V212H306.55V113.32C306.55 100.51 303.4 90.8 297.09 84.17C290.78 77.33 282.19 73.91 271.31 73.91C263.69 73.91 256.95 75.67 251.08 79.21C245.42 82.52 240.96 87.38 237.7 93.78C234.43 99.96 232.8 107.36 232.8 115.97V212Z' />
-        <path d='M184.83 20.55C184.83 31.9 175.64 41.1 164.29 41.1C152.95 41.1 143.76 31.9 143.76 20.55C143.76 9.2 152.95 0 164.29 0C175.64 0 184.83 9.2 184.83 20.55Z' />
-        <path d='M179.43 212H149.16V49.76C153.76 51.91 158.88 53.12 164.29 53.12C169.7 53.12 174.83 51.91 179.43 49.76V212Z' />
+        {WORDMARK_PATHS.map((d) => (
+          <path key={d} d={d} />
+        ))}
       </g>
     </svg>
   )
diff --git a/apps/sim/app/_shell/providers/get-query-client.ts b/apps/sim/app/_shell/providers/get-query-client.ts
index 681fd4ca84f..7fe869b9212 100644
--- a/apps/sim/app/_shell/providers/get-query-client.ts
+++ b/apps/sim/app/_shell/providers/get-query-client.ts
@@ -1,4 +1,4 @@
-import { defaultShouldDehydrateQuery, isServer, QueryClient } from '@tanstack/react-query'
+import { isServer, QueryClient } from '@tanstack/react-query'
 import { isDesktopApp } from '@/lib/desktop'
 
 export function makeQueryClient() {
@@ -6,7 +6,6 @@ export function makeQueryClient() {
     defaultOptions: {
       queries: {
         staleTime: 30 * 1000,
-        gcTime: 5 * 60 * 1000,
         // The desktop app window lives for days, so cross-session changes —
         // an admin upgrading your org/workspace role, a workspace you were
         // auto-added to, seat/entitlement changes — would otherwise stay
@@ -18,16 +17,19 @@ export function makeQueryClient() {
         // frequent and noisy. Per-query overrides (e.g. useWorkspaceSchedules
         // pins this off) always win over this default.
         refetchOnWindowFocus: isDesktopApp(),
-        retry: 1,
+        /**
+         * Query core already defaults retries to 0 on the server and 3 in the browser;
+         * only the browser number is ours to change. Stating one value for both would
+         * silently opt server prefetches into a retry, and because the layout awaits
+         * them that spends a retry backoff of document latency on a read whose failure
+         * the client recovers from on its own.
+         */
+        retry: isServer ? 0 : 1,
         retryOnMount: false,
       },
       mutations: {
         retry: false,
       },
-      dehydrate: {
-        shouldDehydrateQuery: (query) =>
-          defaultShouldDehydrateQuery(query) || query.state.status === 'pending',
-      },
     },
   })
 }
diff --git a/apps/sim/app/_shell/providers/posthog-provider.tsx b/apps/sim/app/_shell/providers/posthog-provider.tsx
index 368bb3fc913..17e3f8c040b 100644
--- a/apps/sim/app/_shell/providers/posthog-provider.tsx
+++ b/apps/sim/app/_shell/providers/posthog-provider.tsx
@@ -42,6 +42,28 @@ export function PostHogProvider({ children }: { children: React.ReactNode }) {
                 password: true,
                 email: false,
               },
+              /**
+               * None of these nodes are painted, so replay fidelity is
+               * unchanged, while each full snapshot serializes fewer nodes on
+               * the main thread and ships a smaller payload.
+               *
+               * Enumerated rather than `true`/`'all'` on purpose — those
+               * presets also enable `headTitleMutations`, which would drop
+               * `document.title` changes and lose the page identity a replay
+               * viewer reads while scrubbing.
+               */
+              slimDOMOptions: {
+                script: true,
+                comment: true,
+                headFavicon: true,
+                headWhitespace: true,
+                headMetaDescKeywords: true,
+                headMetaSocial: true,
+                headMetaRobots: true,
+                headMetaHttpEquiv: true,
+                headMetaAuthorship: true,
+                headMetaVerification: true,
+              },
               recordCrossOriginIframes: false,
               recordHeaders: false,
               recordBody: false,
diff --git a/apps/sim/app/_styles/fonts/season/season.ts b/apps/sim/app/_styles/fonts/season/season.ts
index b778b47e985..eff2a3cec31 100644
--- a/apps/sim/app/_styles/fonts/season/season.ts
+++ b/apps/sim/app/_styles/fonts/season/season.ts
@@ -3,13 +3,26 @@ import localFont from 'next/font/local'
 /**
  * Season Sans variable font configuration
  * Uses variable font file to support any weight from 300-800
+ *
+ * `display: 'block'`, not `swap`: this is the document font, so a swap is not a cosmetic change of
+ * typeface — the fallback's glyph advances differ, so paragraphs re-wrap and everything below them
+ * moves. In long-form prose (the Files editor) that reads as the line and paragraph spacing visibly
+ * correcting itself a beat after the text appears, on every hard refresh (a normal reload serves the
+ * font from cache and never swaps). `swap` is the setting that says "painting the wrong font first is
+ * fine"; for a brand face it is not.
+ *
+ * The block period costs nothing here because delivery is already optimal: `preload` emits a
+ * `Link: rel=preload` RESPONSE header, so the fetch starts before the HTML is parsed, and the file is
+ * one same-origin, immutably-cached 87KB woff2. The metric-adjusted Arial below stays as the safety
+ * net for the >3s tail, where the browser gives up blocking and swaps — i.e. the worst case is
+ * today's behavior, not a regression.
  */
 export const season = localFont({
   src: [
     // Variable font - supports all weights from 300 to 800
     { path: './SeasonSansUprightsVF.woff2', weight: '300 800', style: 'normal' },
   ],
-  display: 'swap',
+  display: 'block',
   preload: true,
   variable: '--font-season',
   fallback: ['system-ui', 'Segoe UI', 'Roboto', 'Helvetica Neue', 'Arial', 'Noto Sans'],
diff --git a/apps/sim/app/api/credentials/route.ts b/apps/sim/app/api/credentials/route.ts
index 20b4a4bcac0..69ec1fb54e2 100644
--- a/apps/sim/app/api/credentials/route.ts
+++ b/apps/sim/app/api/credentials/route.ts
@@ -222,7 +222,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       types: type ? [type] : undefined,
       providerId,
     })
-    const credentials = visible.map(({ hasServiceAccountKey: _hasKey, ...rest }) => rest)
+    const credentials = visible.data.map(({ hasServiceAccountKey: _hasKey, ...rest }) => rest)
 
     return NextResponse.json({ credentials })
   } catch (error) {
diff --git a/apps/sim/app/api/files/serve/[...path]/route.test.ts b/apps/sim/app/api/files/serve/[...path]/route.test.ts
index 495f4ad4913..799fb19b97c 100644
--- a/apps/sim/app/api/files/serve/[...path]/route.test.ts
+++ b/apps/sim/app/api/files/serve/[...path]/route.test.ts
@@ -20,6 +20,10 @@ const {
   mockIsUsingCloudStorage,
   mockDownloadCopilotFile,
   mockInferContextFromKey,
+  mockParseWorkspaceFileKey,
+  mockAuthenticateWorkspaceFile,
+  mockReadWorkspaceFileContentByKey,
+  mockResolveServableDocBytes,
   mockGetContentType,
   mockFindLocalFile,
   mockCreateFileResponse,
@@ -40,6 +44,10 @@ const {
     mockIsUsingCloudStorage: vi.fn(),
     mockDownloadCopilotFile: vi.fn(),
     mockInferContextFromKey: vi.fn(),
+    mockParseWorkspaceFileKey: vi.fn(),
+    mockAuthenticateWorkspaceFile: vi.fn(),
+    mockReadWorkspaceFileContentByKey: vi.fn(),
+    mockResolveServableDocBytes: vi.fn(),
     mockGetContentType: vi.fn(),
     mockFindLocalFile: vi.fn(),
     mockCreateFileResponse: vi.fn(),
@@ -82,7 +90,19 @@ vi.mock('@/lib/execution/sandbox/run-task', () => ({
 }))
 
 vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
-  parseWorkspaceFileKey: vi.fn().mockReturnValue(undefined),
+  parseWorkspaceFileKey: mockParseWorkspaceFileKey,
+}))
+
+vi.mock('@/lib/workspace-files/api', () => ({
+  internalWorkspaceFileServeAuth: { authenticate: mockAuthenticateWorkspaceFile },
+}))
+
+vi.mock('@/lib/workspace-files/application/read-workspace-file-content-by-key', () => ({
+  readWorkspaceFileContentByKey: { execute: mockReadWorkspaceFileContentByKey },
+}))
+
+vi.mock('@/lib/copilot/tools/server/files/doc-compile', () => ({
+  resolveServableDocBytes: mockResolveServableDocBytes,
 }))
 
 vi.mock('@/app/api/files/utils', () => ({
@@ -109,7 +129,27 @@ describe('File Serve API Route', () => {
     mockReadFile.mockResolvedValue(Buffer.from('test content'))
     mockIsUsingCloudStorage.mockReturnValue(false)
     storageServiceMockFns.mockHasCloudStorage.mockReturnValue(true)
-    mockInferContextFromKey.mockReturnValue('workspace')
+    mockInferContextFromKey.mockReturnValue('mothership')
+    mockParseWorkspaceFileKey.mockReturnValue(undefined)
+    mockAuthenticateWorkspaceFile.mockResolvedValue({
+      kind: 'session',
+      userId: 'test-user-id',
+      sessionId: 'session-1',
+    })
+    mockReadWorkspaceFileContentByKey.mockResolvedValue({
+      file: {
+        id: 'file-1',
+        workspaceId: 'test-workspace-id',
+        name: 'report.pdf',
+      },
+      content: Buffer.from('generated source'),
+    })
+    mockResolveServableDocBytes.mockImplementation(
+      async ({ rawBuffer, fileName }: { rawBuffer: Buffer; fileName: string }) => ({
+        buffer: rawBuffer,
+        contentType: mockGetContentType(fileName),
+      })
+    )
     mockGetContentType.mockReturnValue('text/plain')
     mockFindLocalFile.mockReturnValue('/test/uploads/test-file.txt')
     mockCreateFileResponse.mockImplementation(
@@ -181,8 +221,59 @@ describe('File Serve API Route', () => {
 
     expect(storageServiceMockFns.mockDownloadFile).toHaveBeenCalledWith({
       key: 'workspace/test-workspace-id/1234567890-image.png',
-      context: 'workspace',
+      context: 'mothership',
+    })
+  })
+
+  it('serves a workspace document through the authorized use case and preserves the Principal', async () => {
+    const principal = {
+      kind: 'delegated' as const,
+      serviceId: 'executor' as const,
+      subjectUserId: 'test-user-id',
+      workspaceId: 'test-workspace-id',
+      delegationId: 'delegation-1',
+      audience: 'sim:workspace-files',
+      issuedAt: new Date('2026-08-01T00:00:00Z'),
+      expiresAt: new Date('2026-08-01T01:00:00Z'),
+      delegationContext: {
+        kind: 'workflow_execution' as const,
+        workflowId: 'workflow-1',
+      },
+    }
+    mockInferContextFromKey.mockReturnValue('workspace')
+    mockParseWorkspaceFileKey.mockReturnValue('test-workspace-id')
+    mockAuthenticateWorkspaceFile.mockResolvedValue(principal)
+    mockResolveServableDocBytes.mockResolvedValue({
+      buffer: Buffer.from('%PDF-compiled'),
+      contentType: 'application/pdf',
     })
+
+    const req = new NextRequest(
+      'http://localhost:3000/api/files/serve/workspace/test-workspace-id/report.pdf'
+    )
+    const response = await GET(req, {
+      params: Promise.resolve({
+        path: ['workspace', 'test-workspace-id', 'report.pdf'],
+      }),
+    })
+
+    expect(response.status).toBe(200)
+    expect(mockReadWorkspaceFileContentByKey).toHaveBeenCalledWith({
+      principal,
+      input: {
+        key: 'workspace/test-workspace-id/report.pdf',
+        assertedWorkspaceId: 'test-workspace-id',
+      },
+      request: req,
+    })
+    expect(mockResolveServableDocBytes).toHaveBeenCalledWith(
+      expect.objectContaining({
+        workspaceId: 'test-workspace-id',
+        filePrincipal: principal,
+      })
+    )
+    expect(hybridAuthMockFns.mockCheckSessionOrInternalAuth).not.toHaveBeenCalled()
+    expect(mockVerifyFileAccess).not.toHaveBeenCalled()
   })
 
   it('should return 404 when file not found', async () => {
diff --git a/apps/sim/app/api/files/serve/[...path]/route.ts b/apps/sim/app/api/files/serve/[...path]/route.ts
index 7ba54de8e06..0899cdd0dfa 100644
--- a/apps/sim/app/api/files/serve/[...path]/route.ts
+++ b/apps/sim/app/api/files/serve/[...path]/route.ts
@@ -1,11 +1,17 @@
 import { readFile } from 'fs/promises'
+import { type Principal, requirePrincipalSubjectUserId } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { fileServeParamsSchema, fileServeQuerySchema } from '@/lib/api/contracts/storage-transfer'
+import {
+  concealCrossTenantResourceError,
+  InternalUnauthenticatedError,
+} from '@/lib/api/server/routes'
 import { checkSessionOrInternalAuth } from '@/lib/auth/hybrid'
 import { resolveServableDocBytes } from '@/lib/copilot/tools/server/files/doc-compile'
 import { DocCompileUserError } from '@/lib/copilot/tools/server/files/doc-compile-error'
+import { asOrchestrationError } from '@/lib/core/orchestration/types'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { CopilotFiles, isUsingCloudStorage } from '@/lib/uploads'
 import type { StorageContext } from '@/lib/uploads/config'
@@ -13,6 +19,8 @@ import { parseWorkspaceFileKey } from '@/lib/uploads/contexts/workspace/workspac
 import { downloadFile } from '@/lib/uploads/core/storage-service'
 import { resolveServableImageBytes } from '@/lib/uploads/server/image-derivative'
 import { inferContextFromKey } from '@/lib/uploads/utils/file-utils'
+import { internalWorkspaceFileServeAuth } from '@/lib/workspace-files/api'
+import { readWorkspaceFileContentByKey } from '@/lib/workspace-files/application/read-workspace-file-content-by-key'
 import { verifyFileAccess } from '@/app/api/files/authorization'
 import {
   createErrorResponse,
@@ -66,9 +74,11 @@ async function resolveServableBytes(params: {
   workspaceId: string | undefined
   options: ServeOptions
   ownerKey: string | undefined
+  filePrincipal?: Principal
   signal: AbortSignal | undefined
 }): Promise<{ buffer: Buffer; contentType: string }> {
-  const { buffer, filename, storageKey, workspaceId, options, ownerKey, signal } = params
+  const { buffer, filename, storageKey, workspaceId, options, ownerKey, filePrincipal, signal } =
+    params
   if (options.raw) return { buffer, contentType: getContentType(filename) }
 
   if (options.preview) {
@@ -82,6 +92,7 @@ async function resolveServableBytes(params: {
     rawBuffer: buffer,
     fileName: filename,
     workspaceId,
+    filePrincipal,
     ownerKey,
     signal,
   })
@@ -154,6 +165,23 @@ export const GET = withRouteHandler(
         return await handleLocalFilePublic(fullPath)
       }
 
+      const storageContext = inferContextFromKey(cloudKey)
+      const workspacePrincipal =
+        storageContext === 'workspace'
+          ? await internalWorkspaceFileServeAuth.authenticate(request, { path })
+          : undefined
+      const legacyAuthResult = workspacePrincipal
+        ? undefined
+        : await checkSessionOrInternalAuth(request, { requireWorkflowId: false })
+
+      if (legacyAuthResult && (!legacyAuthResult.success || !legacyAuthResult.userId)) {
+        logger.warn('Unauthorized file access attempt', {
+          path,
+          error: legacyAuthResult.error || 'Missing userId',
+        })
+        return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
+      }
+
       const query = fileServeQuerySchema.parse({
         raw: request.nextUrl.searchParams.get('raw'),
         preview: request.nextUrl.searchParams.get('preview'),
@@ -165,17 +193,12 @@ export const GET = withRouteHandler(
         versioned: query.v != null,
       }
 
-      const authResult = await checkSessionOrInternalAuth(request, { requireWorkflowId: false })
-
-      if (!authResult.success || !authResult.userId) {
-        logger.warn('Unauthorized file access attempt', {
-          path,
-          error: authResult.error || 'Missing userId',
-        })
-        return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
+      if (workspacePrincipal) {
+        return await handleWorkspaceFile(cloudKey, workspacePrincipal, options, request)
       }
 
-      const userId = authResult.userId
+      const userId = legacyAuthResult?.userId
+      if (!userId) throw new Error('Authenticated file serve request is missing a user ID')
 
       if (isUsingCloudStorage()) {
         return await handleCloudProxy(cloudKey, userId, options, request.signal)
@@ -183,6 +206,11 @@ export const GET = withRouteHandler(
 
       return await handleLocalFile(cloudKey, userId, options, request.signal)
     } catch (error) {
+      if (error instanceof InternalUnauthenticatedError) {
+        logger.warn('Unauthorized file access attempt', { error: error.message })
+        return NextResponse.json({ error: 'Unauthorized' }, { status: 401 })
+      }
+
       // An in-progress/incomplete doc source fails to compile — this is expected
       // mid-generation, not a server fault. Return 409 (not 500) so it isn't an
       // alarming error; the client re-fetches once the doc finishes (the serve
@@ -194,6 +222,15 @@ export const GET = withRouteHandler(
         return NextResponse.json({ error: 'Document is still being generated' }, { status: 409 })
       }
 
+      const orchestrationError = asOrchestrationError(
+        concealCrossTenantResourceError(error, 'File not found')
+      )
+      if (orchestrationError?.code === 'not_found') {
+        const notFound = new FileNotFoundError('File not found')
+        logServeFailure('Error serving file:', notFound)
+        return createErrorResponse(notFound)
+      }
+
       logServeFailure('Error serving file:', error)
 
       if (error instanceof FileNotFoundError) {
@@ -205,6 +242,45 @@ export const GET = withRouteHandler(
   }
 )
 
+async function handleWorkspaceFile(
+  key: string,
+  principal: Principal,
+  options: ServeOptions,
+  request: NextRequest
+): Promise<NextResponse> {
+  const workspaceId = getWorkspaceIdForCompile(key)
+  if (!workspaceId) throw new FileNotFoundError(`File not found: ${key}`)
+
+  const { file, content } = await readWorkspaceFileContentByKey.execute({
+    principal,
+    input: { key, assertedWorkspaceId: workspaceId },
+    request,
+  })
+  const ownerKey = `user:${requirePrincipalSubjectUserId(principal)}`
+  const resolved = await resolveServableBytes({
+    buffer: content,
+    filename: file.name,
+    storageKey: key,
+    workspaceId,
+    options,
+    ownerKey,
+    filePrincipal: principal,
+    signal: request.signal,
+  })
+
+  logger.info('Workspace file served', {
+    fileId: file.id,
+    workspaceId,
+    size: resolved.buffer.length,
+  })
+  return createFileResponse({
+    buffer: resolved.buffer,
+    contentType: resolved.contentType,
+    filename: file.name,
+    cacheControl: resolveServeCacheControl(options.versioned, 'workspace'),
+  })
+}
+
 async function handleLocalFile(
   filename: string,
   userId: string,
diff --git a/apps/sim/app/api/mcp/oauth/callback/route.ts b/apps/sim/app/api/mcp/oauth/callback/route.ts
index 9d63191fb32..ff76af5b2a3 100644
--- a/apps/sim/app/api/mcp/oauth/callback/route.ts
+++ b/apps/sim/app/api/mcp/oauth/callback/route.ts
@@ -208,7 +208,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
     try {
       // forceRefresh: skip any stale cache from before re-auth.
       await timedStep('discoverServerTools', 60_000, () =>
-        mcpService.discoverServerTools(session.user.id, server.id, server.workspaceId, true)
+        mcpService.discoverServerTools(session.user.id, server.id, server.workspaceId, 'force')
       )
     } catch (e) {
       logger.warn('Post-auth tools refresh failed', toError(e).message)
diff --git a/apps/sim/app/api/mcp/servers/[id]/refresh/route.ts b/apps/sim/app/api/mcp/servers/[id]/refresh/route.ts
index b1ceda9d016..90a91aeae7d 100644
--- a/apps/sim/app/api/mcp/servers/[id]/refresh/route.ts
+++ b/apps/sim/app/api/mcp/servers/[id]/refresh/route.ts
@@ -196,7 +196,7 @@ export const POST = withRouteHandler(
             userId,
             serverId,
             workspaceId,
-            true
+            'force'
           )
           logger.info(
             `[${requestId}] Discovered ${discoveredTools.length} tools from server ${serverId}`
diff --git a/apps/sim/app/api/mcp/tools/discover/route.ts b/apps/sim/app/api/mcp/tools/discover/route.ts
index 84acdad0b3d..a592dc116bb 100644
--- a/apps/sim/app/api/mcp/tools/discover/route.ts
+++ b/apps/sim/app/api/mcp/tools/discover/route.ts
@@ -65,8 +65,17 @@ export const GET = withRouteHandler(
       logger.info(`[${requestId}] Discovering MCP tools`, { serverId, workspaceId, forceRefresh })
 
       const tools = serverId
-        ? await mcpService.discoverServerTools(userId, serverId, workspaceId, forceRefresh)
-        : await mcpService.discoverTools(userId, workspaceId, forceRefresh)
+        ? await mcpService.discoverServerTools(
+            userId,
+            serverId,
+            workspaceId,
+            forceRefresh ? 'force' : 'cache-aside'
+          )
+        : await mcpService.discoverTools(
+            userId,
+            workspaceId,
+            forceRefresh ? 'force' : 'cache-aside'
+          )
 
       const byServer: Record<string, number> = {}
       for (const tool of tools) {
@@ -115,7 +124,7 @@ export const POST = withRouteHandler(
         serverIds,
         MCP_REFRESH_DISCOVERY_CONCURRENCY,
         async (serverId: string) => {
-          const tools = await mcpService.discoverServerTools(userId, serverId, workspaceId, true)
+          const tools = await mcpService.discoverServerTools(userId, serverId, workspaceId, 'force')
           return { serverId, toolCount: tools.length }
         }
       )
diff --git a/apps/sim/app/api/mcp/tools/execute/route.ts b/apps/sim/app/api/mcp/tools/execute/route.ts
index d045b407a54..cd371580e42 100644
--- a/apps/sim/app/api/mcp/tools/execute/route.ts
+++ b/apps/sim/app/api/mcp/tools/execute/route.ts
@@ -157,7 +157,7 @@ export const POST = withRouteHandler(
               userId,
               serverId,
               workspaceId,
-              false,
+              'cache-aside',
               recordProvenance
             )
             tool = tools.find((t) => t.name === toolName) ?? null
diff --git a/apps/sim/app/api/pinned-items/route.ts b/apps/sim/app/api/pinned-items/route.ts
index bf31285fb61..376bf510f60 100644
--- a/apps/sim/app/api/pinned-items/route.ts
+++ b/apps/sim/app/api/pinned-items/route.ts
@@ -2,40 +2,21 @@ import { db, pinnedItem } from '@sim/db'
 import { createLogger } from '@sim/logger'
 import { getPostgresErrorCode } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
-import { and, eq, ne } from 'drizzle-orm'
 import { type NextRequest, NextResponse } from 'next/server'
 import {
   createPinnedItemContract,
   listPinnedItemsContract,
   type PinnedItemApi,
-  pinnedResourceTypeSchema,
 } from '@/lib/api/contracts'
 import { parseRequest } from '@/lib/api/server'
 import { getSession } from '@/lib/auth'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
-import { filterToActiveResources, pinnableResourceExists } from '@/lib/pinned-items/resources'
+import { listPinnedItemsForUser } from '@/lib/pinned-items/queries'
+import { pinnableResourceExists } from '@/lib/pinned-items/resources'
 import { getUserEntityPermissions } from '@/lib/workspaces/permissions/utils'
 
 const logger = createLogger('PinnedItemsAPI')
 
-/**
- * Narrows a stored row to the wire shape, dropping any row whose `resourceType` this build does
- * not recognise.
- *
- * `pinned_item.resource_type` is plain `text` — deliberately, so the set of pinnable kinds can
- * grow — while the contract is a closed enum. During a rolling deploy an older pod can therefore
- * read a pin a newer one wrote. Returning it would fail response validation and take the WHOLE
- * list down rather than the single row, so the unknown kind is skipped instead.
- *
- * `filterToActiveResources` already drops these as a side effect of not having a table to look
- * them up in; this makes the guarantee explicit and compiler-checked at the wire boundary.
- */
-function toPinnedItemApi(row: typeof pinnedItem.$inferSelect): PinnedItemApi | null {
-  const resourceType = pinnedResourceTypeSchema.safeParse(row.resourceType)
-  if (!resourceType.success) return null
-  return { ...row, resourceType: resourceType.data, pinnedAt: row.pinnedAt.toISOString() }
-}
-
 /** Lists the session user's pinned items in a workspace, optionally filtered to one `resourceType`. */
 export const GET = withRouteHandler(async (request: NextRequest) => {
   const session = await getSession()
@@ -52,30 +33,7 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
     return NextResponse.json({ error: 'Access denied to this workspace' }, { status: 403 })
   }
 
-  const rows = await db
-    .select()
-    .from(pinnedItem)
-    .where(
-      and(
-        eq(pinnedItem.userId, session.user.id),
-        eq(pinnedItem.workspaceId, workspaceId),
-        /**
-         * A `workspace` pin stores `workspaceId === resourceId`, so it would otherwise
-         * appear in this workspace's unscoped listing as a resource *inside* itself.
-         * It is read from the workspace-list payload instead, so it is excluded here
-         * rather than left for a future unscoped caller to mistake for a real resource.
-         */
-        resourceType
-          ? eq(pinnedItem.resourceType, resourceType)
-          : ne(pinnedItem.resourceType, 'workspace')
-      )
-    )
-
-  const activeRows = await filterToActiveResources(rows, workspaceId)
-
-  const pinnedItems = activeRows
-    .map(toPinnedItemApi)
-    .filter((item): item is PinnedItemApi => item !== null)
+  const pinnedItems = await listPinnedItemsForUser(session.user.id, workspaceId, resourceType)
 
   return NextResponse.json({ pinnedItems })
 })
diff --git a/apps/sim/app/api/table/[tableId]/columns/route.test.ts b/apps/sim/app/api/table/[tableId]/columns/route.test.ts
index 6223c12bff6..24830309efc 100644
--- a/apps/sim/app/api/table/[tableId]/columns/route.test.ts
+++ b/apps/sim/app/api/table/[tableId]/columns/route.test.ts
@@ -49,10 +49,12 @@ vi.mock('@/lib/table/columns/service', () => ({
   updateColumnOptions: mockUpdateColumnOptions,
   updateColumnType: mockUpdateColumnType,
 }))
+vi.mock('@/lib/table/wire', () => ({
+  normalizeColumn: (c: unknown) => c,
+}))
 vi.mock('@/app/api/table/utils', () => ({
   accessError: () => new Response('denied', { status: 403 }),
   checkAccess: mockCheckAccess,
-  normalizeColumn: (c: unknown) => c,
   orchestrationOutcomeErrorResponse: (
     outcome: { error?: string; errorCode?: OrchestrationErrorCode },
     fallback: string
diff --git a/apps/sim/app/api/table/[tableId]/columns/route.ts b/apps/sim/app/api/table/[tableId]/columns/route.ts
index 54ca6de54e8..2b2aa60c131 100644
--- a/apps/sim/app/api/table/[tableId]/columns/route.ts
+++ b/apps/sim/app/api/table/[tableId]/columns/route.ts
@@ -13,10 +13,10 @@ import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { addTableColumn, deleteColumn } from '@/lib/table'
 import { signalTableSchemaChanged } from '@/lib/table/events'
 import { performUpdateTableColumn } from '@/lib/table/orchestration'
+import { normalizeColumn } from '@/lib/table/wire'
 import {
   accessError,
   checkAccess,
-  normalizeColumn,
   orchestrationOutcomeErrorResponse,
   rootErrorMessage,
   tableLockErrorResponse,
diff --git a/apps/sim/app/api/table/[tableId]/groups/route.test.ts b/apps/sim/app/api/table/[tableId]/groups/route.test.ts
index cad09be8b65..7d628cfdeb3 100644
--- a/apps/sim/app/api/table/[tableId]/groups/route.test.ts
+++ b/apps/sim/app/api/table/[tableId]/groups/route.test.ts
@@ -54,7 +54,7 @@ vi.mock('@/lib/table/application/groups', () => ({
   updateTableGroupUseCase: mocks.useCases.update,
 }))
 
-vi.mock('@/app/api/table/utils', () => ({
+vi.mock('@/lib/table/wire', () => ({
   normalizeColumn: vi.fn(),
 }))
 
diff --git a/apps/sim/app/api/table/[tableId]/groups/route.ts b/apps/sim/app/api/table/[tableId]/groups/route.ts
index b1f9a1c4749..f8f14909ac4 100644
--- a/apps/sim/app/api/table/[tableId]/groups/route.ts
+++ b/apps/sim/app/api/table/[tableId]/groups/route.ts
@@ -12,7 +12,7 @@ import {
 } from '@/lib/table/application/groups'
 import { tableOperations } from '@/lib/table/application/operations'
 import type { TableDefinition } from '@/lib/table/types'
-import { normalizeColumn } from '@/app/api/table/utils'
+import { normalizeColumn } from '@/lib/table/wire'
 
 const rateLimit = internalRateLimits.none({
   reason: 'Existing authenticated table group mutations have no request-rate policy',
diff --git a/apps/sim/app/api/table/[tableId]/route.test.ts b/apps/sim/app/api/table/[tableId]/route.test.ts
index 43cbf68ae83..6e1b9a957c9 100644
--- a/apps/sim/app/api/table/[tableId]/route.test.ts
+++ b/apps/sim/app/api/table/[tableId]/route.test.ts
@@ -51,9 +51,11 @@ vi.mock('@/lib/workspaces/permissions/utils', () => ({
 vi.mock('@/app/api/table/utils', () => ({
   accessError: () => new Response('denied', { status: 403 }),
   checkAccess: mockCheckAccess,
-  normalizeColumn: (column: unknown) => column,
   tableLockErrorResponse: () => null,
 }))
+vi.mock('@/lib/table/wire', () => ({
+  normalizeColumn: (column: unknown) => column,
+}))
 
 import { GET, PATCH } from '@/app/api/table/[tableId]/route'
 
diff --git a/apps/sim/app/api/table/[tableId]/route.ts b/apps/sim/app/api/table/[tableId]/route.ts
index e14a3bdf775..4f61ce4ea12 100644
--- a/apps/sim/app/api/table/[tableId]/route.ts
+++ b/apps/sim/app/api/table/[tableId]/route.ts
@@ -18,11 +18,11 @@ import {
   performUpdateTableLocks,
 } from '@/lib/table/orchestration'
 import { TABLE_LOCK_FLAGS, TABLE_LOCK_KINDS } from '@/lib/table/types'
+import { normalizeColumn } from '@/lib/table/wire'
 import { getWorkspaceWithOwner } from '@/lib/workspaces/permissions/utils'
 import {
   accessError,
   checkAccess,
-  normalizeColumn,
   orchestrationOutcomeErrorResponse,
   tableLockErrorResponse,
 } from '@/app/api/table/utils'
diff --git a/apps/sim/app/api/table/import-csv/route.test.ts b/apps/sim/app/api/table/import-csv/route.test.ts
index dae8f0c3d63..dea46a06a3a 100644
--- a/apps/sim/app/api/table/import-csv/route.test.ts
+++ b/apps/sim/app/api/table/import-csv/route.test.ts
@@ -34,7 +34,6 @@ vi.mock('@/app/api/table/utils', async () => {
   const { asOrchestrationError, messageForOrchestrationError, statusForOrchestrationError } =
     await import('@/lib/core/orchestration/types')
   return {
-    normalizeColumn: (column: unknown) => column,
     csvProxyBodyCapResponse: () => null,
     multipartErrorResponse: (error: { code: string; message: string }) =>
       NextResponse.json(
diff --git a/apps/sim/app/api/table/route.ts b/apps/sim/app/api/table/route.ts
index 28714885cb5..be28a064fd1 100644
--- a/apps/sim/app/api/table/route.ts
+++ b/apps/sim/app/api/table/route.ts
@@ -15,8 +15,9 @@ import {
   type TableSchema,
   type TableScope,
 } from '@/lib/table'
+import { normalizeColumn, toTableListItem, toWireTimestamp } from '@/lib/table/wire'
 import { getUserEntityPermissions } from '@/lib/workspaces/permissions/utils'
-import { normalizeColumn, orchestrationErrorResponse } from '@/app/api/table/utils'
+import { orchestrationErrorResponse } from '@/app/api/table/utils'
 
 const logger = createLogger('TableAPI')
 
@@ -140,14 +141,8 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
           maxRows: table.maxRows,
           folderId: table.folderId ?? null,
           locks: table.locks,
-          createdAt:
-            table.createdAt instanceof Date
-              ? table.createdAt.toISOString()
-              : String(table.createdAt),
-          updatedAt:
-            table.updatedAt instanceof Date
-              ? table.updatedAt.toISOString()
-              : String(table.updatedAt),
+          createdAt: toWireTimestamp(table.createdAt),
+          updatedAt: toWireTimestamp(table.updatedAt),
         },
         message: 'Table created successfully',
       },
@@ -198,41 +193,10 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
 
     logger.info(`[${requestId}] Listed ${tables.length} tables in workspace ${params.workspaceId}`)
 
-    const responseTables = tables.map((t) => {
-      const schemaData = t.schema as TableSchema
-      return {
-        id: t.id,
-        name: t.name,
-        description: t.description,
-        schema: {
-          columns: schemaData.columns.map(normalizeColumn),
-        },
-        rowCount: t.rowCount,
-        maxRows: t.maxRows,
-        locks: t.locks,
-        workspaceId: t.workspaceId,
-        folderId: t.folderId ?? null,
-        createdBy: t.createdBy,
-        createdAt: t.createdAt instanceof Date ? t.createdAt.toISOString() : String(t.createdAt),
-        updatedAt: t.updatedAt instanceof Date ? t.updatedAt.toISOString() : String(t.updatedAt),
-        archivedAt:
-          t.archivedAt instanceof Date
-            ? t.archivedAt.toISOString()
-            : t.archivedAt
-              ? String(t.archivedAt)
-              : null,
-        jobStatus: t.jobStatus ?? null,
-        jobId: t.jobId ?? null,
-        jobType: t.jobType ?? null,
-        jobError: t.jobError ?? null,
-        jobRowsProcessed: t.jobRowsProcessed ?? 0,
-      }
-    })
-
     return NextResponse.json({
       success: true,
       data: {
-        tables: responseTables,
+        tables: tables.map(toTableListItem),
         totalCount: tables.length,
       },
     })
diff --git a/apps/sim/app/api/table/utils.ts b/apps/sim/app/api/table/utils.ts
index e049b1a3f68..037c6c83cc8 100644
--- a/apps/sim/app/api/table/utils.ts
+++ b/apps/sim/app/api/table/utils.ts
@@ -17,7 +17,6 @@ import {
 import type { MultipartError } from '@/lib/core/utils/multipart'
 import type { ColumnDefinition, Filter, TableDefinition, TablePredicate } from '@/lib/table'
 import { buildFilterClause, getTableById, TableQueryValidationError } from '@/lib/table'
-import { typeMetadataOf } from '@/lib/table/column-types'
 import { USER_TABLE_ROWS_SQL_NAME } from '@/lib/table/constants'
 import { TableLockedError } from '@/lib/table/mutation-locks'
 import { isTablePredicate } from '@/lib/table/query-builder/converters'
@@ -358,21 +357,3 @@ export function serverErrorResponse(message = 'Internal server error') {
 export const CreateColumnSchema = createTableColumnBodySchema
 export const UpdateColumnSchema = updateTableColumnBodySchema
 export const DeleteColumnSchema = deleteTableColumnBodySchema
-
-export function normalizeColumn(
-  col: ColumnDefinition
-): ColumnDefinition & { required: boolean; unique: boolean } {
-  return {
-    // Preserve the stable column id — it's the row-data storage key, so dropping
-    // it makes clients fall back to `name` and miss id-keyed cell values.
-    ...(col.id ? { id: col.id } : {}),
-    name: col.name,
-    type: col.type,
-    required: col.required ?? false,
-    unique: col.unique ?? false,
-    ...(col.workflowGroupId ? { workflowGroupId: col.workflowGroupId } : {}),
-    // Type-specific metadata is forwarded generically: naming keys here meant a
-    // new type's metadata was stored server-side but silently never returned.
-    ...typeMetadataOf(col),
-  }
-}
diff --git a/apps/sim/app/api/tools/windchill/route.test.ts b/apps/sim/app/api/tools/windchill/route.test.ts
new file mode 100644
index 00000000000..7504e7e606c
--- /dev/null
+++ b/apps/sim/app/api/tools/windchill/route.test.ts
@@ -0,0 +1,836 @@
+/**
+ * @vitest-environment node
+ */
+import { createMockRequest as createTestingRequest, resetEnvMock } from '@sim/testing'
+import { NextResponse } from 'next/server'
+import { afterAll, beforeAll, beforeEach, describe, expect, it, vi } from 'vitest'
+import { PayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
+import { MAX_FILE_SIZE } from '@/lib/uploads/utils/validation'
+
+const {
+  MockInvalidBindingError,
+  MockWindchillProviderError,
+  mockAssertToolFileAccess,
+  mockBindDelegation,
+  mockCreateWindchillSession,
+  mockDownloadServableFileFromStorage,
+  mockDownloadWindchillContent,
+  mockGetSession,
+  mockResolveWindchillContentUrl,
+  mockProcessFilesToUserFiles,
+  mockUploadCopilotFile,
+  mockUploadExecutionFile,
+  mockUploadWindchillContent,
+  mockWindchillMutationRequest,
+} = vi.hoisted(() => {
+  class MockInvalidBindingError extends Error {}
+  class MockWindchillProviderError extends Error {
+    constructor(
+      message: string,
+      readonly status: number
+    ) {
+      super(message)
+      this.name = 'WindchillProviderError'
+    }
+  }
+
+  return {
+    MockInvalidBindingError,
+    MockWindchillProviderError,
+    mockAssertToolFileAccess: vi.fn(),
+    mockBindDelegation: vi.fn(),
+    mockCreateWindchillSession: vi.fn(),
+    mockDownloadServableFileFromStorage: vi.fn(),
+    mockDownloadWindchillContent: vi.fn(),
+    mockGetSession: vi.fn(),
+    mockResolveWindchillContentUrl: vi.fn(),
+    mockProcessFilesToUserFiles: vi.fn(),
+    mockUploadCopilotFile: vi.fn(),
+    mockUploadExecutionFile: vi.fn(),
+    mockUploadWindchillContent: vi.fn(),
+    mockWindchillMutationRequest: vi.fn(),
+  }
+})
+
+vi.mock('@/lib/auth', () => ({ getSession: mockGetSession }))
+vi.mock('@/lib/auth/internal-delegation', () => ({
+  bindInternalExecutorDelegation: mockBindDelegation,
+  InvalidInternalDelegationBindingError: MockInvalidBindingError,
+}))
+vi.unmock('@/lib/auth/internal')
+
+vi.mock('@/app/api/files/authorization', () => ({
+  assertToolFileAccess: mockAssertToolFileAccess,
+}))
+vi.mock('@/lib/uploads/utils/file-utils', () => ({
+  processFilesToUserFiles: mockProcessFilesToUserFiles,
+}))
+vi.mock('@/lib/uploads/utils/file-utils.server', () => ({
+  downloadServableFileFromStorage: mockDownloadServableFileFromStorage,
+}))
+vi.mock('@/lib/uploads/utils/servable-file-response', () => ({
+  docNotReadyResponse: vi.fn().mockReturnValue(null),
+}))
+vi.mock('@/lib/uploads/contexts/copilot', () => ({
+  uploadCopilotFile: mockUploadCopilotFile,
+}))
+vi.mock('@/lib/uploads/contexts/execution', () => ({
+  uploadExecutionFile: mockUploadExecutionFile,
+}))
+vi.mock('@/tools/windchill/utils.server', () => ({
+  createWindchillSession: mockCreateWindchillSession,
+  downloadWindchillContent: mockDownloadWindchillContent,
+  resolveWindchillContentUrl: mockResolveWindchillContentUrl,
+  sanitizeWindchillError: (message: string) => message.replace(/https?:\/\/\S+/g, '[redacted URL]'),
+  uploadWindchillContent: mockUploadWindchillContent,
+  windchillDocumentUrl: (baseUrl: string, documentOid: string) =>
+    `${baseUrl}/DocMgmt/Documents('${encodeURIComponent(documentOid)}')`,
+  windchillMutationRequest: mockWindchillMutationRequest,
+  WindchillProviderError: MockWindchillProviderError,
+}))
+
+import { generateInternalDelegationToken, generateInternalToken } from '@/lib/auth/internal'
+import { POST } from '@/app/api/tools/windchill/route'
+
+const BASE_BODY = {
+  baseUrl: 'https://windchill.example.com/Windchill/servlet/odata/v6',
+  username: 'windchill-user',
+  password: 'not-a-real-password',
+}
+
+const DOCUMENT_OID = 'OR:wt.doc.WTDocument:1'
+const SECOND_DOCUMENT_OID = 'OR:wt.doc.WTDocument:2'
+let delegationToken = ''
+let legacyInternalToken = ''
+
+function createMockRequest(method: string, body: unknown, headers: Record<string, string> = {}) {
+  return createTestingRequest(method, body, {
+    authorization: `Bearer ${delegationToken}`,
+    ...headers,
+  })
+}
+
+const MUTATION_CASES = [
+  {
+    operation: 'windchill_create_document',
+    input: { name: 'Specification', containerOid: 'OR:wt.pdmlink.PDMLinkProduct:1' },
+    url: '/DocMgmt/Documents',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_create_documents',
+    input: {
+      documents: [{ name: 'Specification', containerOid: 'OR:wt.pdmlink.PDMLinkProduct:1' }],
+    },
+    url: '/DocMgmt/CreateDocuments',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_update_document',
+    input: { documentOid: DOCUMENT_OID, attributes: { Title: 'Updated' } },
+    url: '/DocMgmt/Documents(',
+    method: 'PATCH',
+  },
+  {
+    operation: 'windchill_update_documents',
+    input: { documents: [{ id: DOCUMENT_OID, attributes: { Title: 'Updated' } }] },
+    url: '/DocMgmt/UpdateDocuments',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_update_common_properties',
+    input: { documentOid: DOCUMENT_OID, commonProperties: { Name: 'Renamed' } },
+    url: '/PTC.DocMgmt.UpdateCommonProperties',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_delete_document',
+    input: { documentOid: DOCUMENT_OID },
+    url: '/DocMgmt/Documents(',
+    method: 'DELETE',
+  },
+  {
+    operation: 'windchill_delete_documents',
+    input: { documentOids: [DOCUMENT_OID, SECOND_DOCUMENT_OID] },
+    url: '/DocMgmt/DeleteDocuments',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_check_out_document',
+    input: { documentOid: DOCUMENT_OID, checkOutNote: 'Editing' },
+    url: '/PTC.DocMgmt.CheckOut',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_check_out_documents',
+    input: { documentOids: [DOCUMENT_OID], checkOutNote: 'Editing' },
+    url: '/DocMgmt/CheckOutDocuments',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_check_in_document',
+    input: { documentOid: DOCUMENT_OID, checkInNote: 'Done', keepCheckedOut: false },
+    url: '/PTC.DocMgmt.CheckIn',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_check_in_documents',
+    input: { documentOids: [DOCUMENT_OID], checkInNote: 'Done' },
+    url: '/DocMgmt/CheckInDocuments',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_undo_check_out_document',
+    input: { documentOid: DOCUMENT_OID },
+    url: '/PTC.DocMgmt.UndoCheckOut',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_undo_check_out_documents',
+    input: { documentOids: [DOCUMENT_OID] },
+    url: '/DocMgmt/UndoCheckOutDocuments',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_revise_document',
+    input: { documentOid: DOCUMENT_OID, versionId: 'B' },
+    url: '/PTC.DocMgmt.Revise',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_revise_documents',
+    input: { documentOids: [DOCUMENT_OID] },
+    url: '/DocMgmt/ReviseDocuments',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_set_lifecycle_state',
+    input: { documentOid: DOCUMENT_OID, stateValue: 'RELEASED', stateDisplay: 'Released' },
+    url: '/PTC.DocMgmt.SetState',
+    method: 'POST',
+  },
+  {
+    operation: 'windchill_update_document_security_labels',
+    input: {
+      securityLabelUpdates: [{ id: DOCUMENT_OID, labels: { EXPORT_CONTROL: 'L1' } }],
+    },
+    url: '/DocMgmt/EditDocumentsSecurityLabels',
+    method: 'POST',
+  },
+] as const
+
+const MUTATION_PAYLOAD_CASES = [
+  {
+    operation: 'windchill_check_out_documents',
+    input: { documentOids: [DOCUMENT_OID], checkOutNote: 'Editing' },
+    body: { Documents: [{ ID: DOCUMENT_OID }], CheckOutNote: 'Editing' },
+  },
+  {
+    operation: 'windchill_check_in_document',
+    input: {
+      documentOid: DOCUMENT_OID,
+      checkInNote: 'Done',
+      keepCheckedOut: false,
+      checkOutNote: 'Continue editing',
+    },
+    body: {
+      CheckInNote: 'Done',
+      KeepCheckedOut: false,
+      CheckOutNote: 'Continue editing',
+    },
+  },
+  {
+    operation: 'windchill_revise_document',
+    input: { documentOid: DOCUMENT_OID, versionId: 'B' },
+    body: { VersionId: 'B' },
+  },
+  {
+    operation: 'windchill_update_common_properties',
+    input: {
+      documentOid: DOCUMENT_OID,
+      commonProperties: { Name: 'Renamed', Number: 'DOC-001' },
+    },
+    body: { Updates: { Name: 'Renamed', Number: 'DOC-001' } },
+  },
+  {
+    operation: 'windchill_revise_documents',
+    input: { documentOids: [DOCUMENT_OID] },
+    body: { Documents: [{ ID: DOCUMENT_OID }] },
+  },
+  {
+    operation: 'windchill_set_lifecycle_state',
+    input: { documentOid: DOCUMENT_OID, stateValue: 'RELEASED', stateDisplay: 'Released' },
+    body: { State: { Display: 'Released', Value: 'RELEASED' } },
+  },
+  {
+    operation: 'windchill_update_document_security_labels',
+    input: {
+      securityLabelUpdates: [{ id: DOCUMENT_OID, labels: { EXPORT_CONTROL: 'L1' } }],
+    },
+    body: { Documents: [{ EXPORT_CONTROL: 'L1', ID: DOCUMENT_OID }] },
+  },
+] as const
+
+beforeAll(async () => {
+  delegationToken = await generateInternalDelegationToken({
+    subjectUserId: 'user-1',
+    workflowId: '550e8400-e29b-41d4-a716-446655440001',
+  })
+  legacyInternalToken = await generateInternalToken()
+})
+
+afterAll(resetEnvMock)
+
+beforeEach(() => {
+  vi.clearAllMocks()
+  mockGetSession.mockResolvedValue(null)
+  mockBindDelegation.mockImplementation(async (delegation, options) => ({
+    kind: 'delegated',
+    serviceId: 'executor',
+    subjectUserId: delegation.subjectUserId,
+    workspaceId: '550e8400-e29b-41d4-a716-446655440000',
+    delegationId: delegation.delegationId,
+    audience: options.audience,
+    issuedAt: delegation.issuedAt,
+    expiresAt: delegation.expiresAt,
+    delegationContext: {
+      kind: 'workflow_execution',
+      workflowId: delegation.workflowId,
+      executionId: delegation.executionId,
+    },
+  }))
+  mockCreateWindchillSession.mockResolvedValue({
+    nonceHeader: 'CSRF_NONCE',
+    nonceValue: 'nonce-value',
+    cookie: 'JSESSIONID=session-value',
+  })
+  mockWindchillMutationRequest.mockResolvedValue({ value: [{ ID: DOCUMENT_OID }] })
+  mockAssertToolFileAccess.mockResolvedValue(null)
+  mockProcessFilesToUserFiles.mockReturnValue([
+    {
+      key: 'workspace/workspace-1/specification.pdf',
+      name: 'specification.pdf',
+      size: 3,
+      type: 'application/pdf',
+    },
+  ])
+  mockDownloadServableFileFromStorage.mockResolvedValue({
+    buffer: Buffer.from('pdf'),
+    contentType: 'application/pdf',
+  })
+  mockUploadWindchillContent.mockResolvedValue(['specification.pdf'])
+  mockResolveWindchillContentUrl.mockImplementation(
+    async ({ contentPath }: { contentPath: string }) =>
+      `https://windchill.example.com/Windchill/servlet/WindchillGW/download?from=${encodeURIComponent(contentPath)}`
+  )
+  mockDownloadWindchillContent.mockResolvedValue({
+    buffer: Buffer.from('pdf'),
+    contentType: 'application/pdf',
+    contentDisposition: 'attachment; filename="specification.pdf"',
+  })
+  mockUploadCopilotFile.mockResolvedValue({
+    id: 'file-1',
+    name: 'specification.pdf',
+    url: '/api/files/serve?key=copilot/specification.pdf',
+    size: 3,
+    type: 'application/pdf',
+    key: 'copilot/specification.pdf',
+  })
+})
+
+describe('POST /api/tools/windchill', () => {
+  it('authenticates before parsing the request body', async () => {
+    const response = await POST(createTestingRequest('POST', { operation: 'not-valid' }))
+
+    expect(response.status).toBe(401)
+    expect(await response.json()).toEqual({ success: false, error: 'Unauthorized' })
+    expect(mockCreateWindchillSession).not.toHaveBeenCalled()
+  })
+
+  it('binds executor identity and scope through the canonical delegation path', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_update_document',
+        documentOid: DOCUMENT_OID,
+        attributes: { Title: 'Updated' },
+      })
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockBindDelegation).toHaveBeenCalledWith(expect.any(Object), {
+      audience: 'sim:windchill',
+      resourceScope: undefined,
+    })
+  })
+
+  it('rejects browser sessions and legacy internal tokens', async () => {
+    mockGetSession.mockResolvedValueOnce({
+      user: { id: 'user-1' },
+      session: { id: 'session-1' },
+    })
+
+    const sessionResponse = await POST(createTestingRequest('POST', BASE_BODY))
+    const legacyResponse = await POST(
+      createTestingRequest('POST', BASE_BODY, {
+        authorization: `Bearer ${legacyInternalToken}`,
+      })
+    )
+
+    expect(sessionResponse.status).toBe(401)
+    expect(legacyResponse.status).toBe(401)
+    expect(mockBindDelegation).not.toHaveBeenCalled()
+  })
+
+  it('rejects malformed operation inputs at the shared contract boundary', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_update_document',
+        documentOid: DOCUMENT_OID,
+        attributes: {},
+      })
+    )
+
+    expect(response.status).toBe(400)
+    expect(mockCreateWindchillSession).not.toHaveBeenCalled()
+  })
+
+  it('rejects an invalid service root before reading a protected upload', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        baseUrl: `${BASE_BODY.baseUrl}?token=secret`,
+        operation: 'windchill_upload_primary_content',
+        documentOid: DOCUMENT_OID,
+        primaryFile: {
+          key: 'workspace/workspace-1/specification.pdf',
+          name: 'specification.pdf',
+          size: 3,
+          type: 'application/pdf',
+        },
+      })
+    )
+
+    expect(response.status).toBe(400)
+    expect(mockAssertToolFileAccess).not.toHaveBeenCalled()
+    expect(mockDownloadServableFileFromStorage).not.toHaveBeenCalled()
+  })
+
+  it.each(MUTATION_CASES)(
+    'dispatches $operation through one CSRF-protected transaction',
+    async ({ operation, input, url, method }) => {
+      const response = await POST(createMockRequest('POST', { ...BASE_BODY, operation, ...input }))
+
+      expect(response.status).toBe(200)
+      expect((await response.json()).success).toBe(true)
+      expect(mockCreateWindchillSession).toHaveBeenCalledTimes(1)
+      expect(mockWindchillMutationRequest).toHaveBeenCalledTimes(1)
+      expect(mockWindchillMutationRequest.mock.calls[0][0].url).toContain(url)
+      expect(mockWindchillMutationRequest.mock.calls[0][0].method).toBe(method)
+    }
+  )
+
+  it.each(MUTATION_PAYLOAD_CASES)(
+    'encodes the exact $operation action payload',
+    async ({ operation, input, body }) => {
+      const response = await POST(
+        createMockRequest('POST', {
+          ...BASE_BODY,
+          operation,
+          ...input,
+        })
+      )
+
+      expect(response.status).toBe(200)
+      expect(mockWindchillMutationRequest.mock.calls[0][0].body).toEqual(body)
+    }
+  )
+
+  it('maps create bindings and custom attributes without allowing them to replace bindings', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_create_document',
+        name: 'Specification',
+        containerOid: 'OR:wt.pdmlink.PDMLinkProduct:1',
+        folderOid: 'OR:wt.folder.SubFolder:2',
+        attributes: { CustomString: 'value' },
+      })
+    )
+
+    expect(response.status).toBe(200)
+    expect((await response.json()).output.affectedIds).toEqual([DOCUMENT_OID])
+    expect(mockWindchillMutationRequest.mock.calls[0][0].body).toEqual({
+      CustomString: 'value',
+      Name: 'Specification',
+      'Context@odata.bind': "Containers('OR%3Awt.pdmlink.PDMLinkProduct%3A1')",
+      'Folder@odata.bind': "Folders('OR%3Awt.folder.SubFolder%3A2')",
+    })
+  })
+
+  it('returns operation-specific single, bulk, and delete mutation shapes', async () => {
+    const singleResponse = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_update_document',
+        documentOid: DOCUMENT_OID,
+        attributes: { Title: 'Updated' },
+      })
+    )
+    const singleOutput = (await singleResponse.json()).output
+    expect(singleOutput.document).toMatchObject({ id: DOCUMENT_OID })
+    expect(singleOutput).not.toHaveProperty('documents')
+
+    const bulkResponse = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_update_documents',
+        documents: [{ id: DOCUMENT_OID, attributes: { Title: 'Updated' } }],
+      })
+    )
+    const bulkOutput = (await bulkResponse.json()).output
+    expect(bulkOutput.documents).toEqual([expect.objectContaining({ id: DOCUMENT_OID })])
+    expect(bulkOutput).not.toHaveProperty('document')
+
+    const deleteResponse = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_delete_document',
+        documentOid: DOCUMENT_OID,
+      })
+    )
+    const deleteOutput = (await deleteResponse.json()).output
+    expect(deleteOutput.affectedIds).toEqual([DOCUMENT_OID])
+    expect(deleteOutput).not.toHaveProperty('document')
+    expect(deleteOutput).not.toHaveProperty('documents')
+  })
+
+  it('authorizes and reads a UserFile before starting the upload transaction', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_upload_primary_content',
+        documentOid: DOCUMENT_OID,
+        primaryFile: {
+          key: 'workspace/workspace-1/specification.pdf',
+          name: 'specification.pdf',
+          size: 3,
+          type: 'application/pdf',
+        },
+      })
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockAssertToolFileAccess).toHaveBeenCalledWith(
+      'workspace/workspace-1/specification.pdf',
+      'user-1',
+      expect.any(String),
+      expect.anything()
+    )
+    expect(mockDownloadServableFileFromStorage).toHaveBeenCalledTimes(1)
+    expect(mockUploadWindchillContent).toHaveBeenCalledWith(
+      expect.objectContaining({
+        documentOid: DOCUMENT_OID,
+        primaryContent: true,
+        files: [
+          expect.objectContaining({
+            name: 'specification.pdf',
+            mimeType: 'application/pdf',
+            size: 3,
+          }),
+        ],
+      })
+    )
+  })
+
+  it('uploads multiple authorized files as attachments', async () => {
+    mockProcessFilesToUserFiles.mockReturnValueOnce([
+      {
+        key: 'workspace/workspace-1/one.txt',
+        name: 'one.txt',
+        size: 3,
+        type: 'text/plain',
+      },
+      {
+        key: 'workspace/workspace-1/two.txt',
+        name: 'two.txt',
+        size: 3,
+        type: 'text/plain',
+      },
+    ])
+    mockDownloadServableFileFromStorage.mockResolvedValue({
+      buffer: Buffer.from('txt'),
+      contentType: 'text/plain',
+    })
+    mockUploadWindchillContent.mockResolvedValueOnce(['one.txt', 'two.txt'])
+
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_upload_attachments',
+        documentOid: DOCUMENT_OID,
+        attachmentFiles: [
+          { key: 'workspace/workspace-1/one.txt', name: 'one.txt', size: 3 },
+          { key: 'workspace/workspace-1/two.txt', name: 'two.txt', size: 3 },
+        ],
+      })
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockAssertToolFileAccess).toHaveBeenCalledTimes(2)
+    expect(mockDownloadServableFileFromStorage).toHaveBeenCalledTimes(2)
+    expect(mockUploadWindchillContent).toHaveBeenCalledWith(
+      expect.objectContaining({ primaryContent: false })
+    )
+    expect(mockDownloadServableFileFromStorage.mock.calls[0][3]).toEqual({
+      maxBytes: MAX_FILE_SIZE,
+    })
+    expect(mockDownloadServableFileFromStorage.mock.calls[1][3]).toEqual({
+      maxBytes: MAX_FILE_SIZE - 3,
+    })
+  })
+
+  it('rejects attachment counts above the contract limit before reading storage', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_upload_attachments',
+        documentOid: DOCUMENT_OID,
+        attachmentFiles: Array.from({ length: 11 }, (_, index) => ({
+          key: `workspace/workspace-1/${index}.txt`,
+          name: `${index}.txt`,
+          size: 1,
+        })),
+      })
+    )
+
+    expect(response.status).toBe(400)
+    expect(mockAssertToolFileAccess).not.toHaveBeenCalled()
+    expect(mockDownloadServableFileFromStorage).not.toHaveBeenCalled()
+  })
+
+  it('rejects declared aggregate upload size before reading storage', async () => {
+    mockProcessFilesToUserFiles.mockReturnValueOnce([
+      {
+        key: 'workspace/workspace-1/oversized.bin',
+        name: 'oversized.bin',
+        size: MAX_FILE_SIZE + 1,
+        type: 'application/octet-stream',
+      },
+    ])
+
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_upload_primary_content',
+        documentOid: DOCUMENT_OID,
+        primaryFile: {
+          key: 'workspace/workspace-1/oversized.bin',
+          name: 'oversized.bin',
+          size: MAX_FILE_SIZE + 1,
+        },
+      })
+    )
+
+    expect(response.status).toBe(413)
+    expect(mockAssertToolFileAccess).not.toHaveBeenCalled()
+    expect(mockDownloadServableFileFromStorage).not.toHaveBeenCalled()
+  })
+
+  it('stops an under-reported upload at the remaining aggregate byte budget', async () => {
+    mockProcessFilesToUserFiles.mockReturnValueOnce([
+      { key: 'workspace/workspace-1/one.txt', name: 'one.txt', size: 1, type: 'text/plain' },
+      { key: 'workspace/workspace-1/two.txt', name: 'two.txt', size: 1, type: 'text/plain' },
+      {
+        key: 'workspace/workspace-1/three.txt',
+        name: 'three.txt',
+        size: 1,
+        type: 'text/plain',
+      },
+    ])
+    mockDownloadServableFileFromStorage
+      .mockResolvedValueOnce({ buffer: Buffer.from('one'), contentType: 'text/plain' })
+      .mockRejectedValueOnce(
+        new PayloadSizeLimitError({
+          label: 'Uploaded file',
+          maxBytes: MAX_FILE_SIZE - 3,
+          observedBytes: MAX_FILE_SIZE - 2,
+        })
+      )
+
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_upload_attachments',
+        documentOid: DOCUMENT_OID,
+        attachmentFiles: [
+          { key: 'workspace/workspace-1/one.txt', name: 'one.txt', size: 1 },
+          { key: 'workspace/workspace-1/two.txt', name: 'two.txt', size: 1 },
+          { key: 'workspace/workspace-1/three.txt', name: 'three.txt', size: 1 },
+        ],
+      })
+    )
+
+    expect(response.status).toBe(413)
+    expect(mockDownloadServableFileFromStorage).toHaveBeenCalledTimes(2)
+    expect(mockDownloadServableFileFromStorage.mock.calls[1][3]).toEqual({
+      maxBytes: MAX_FILE_SIZE - 3,
+    })
+    expect(mockUploadWindchillContent).not.toHaveBeenCalled()
+  })
+
+  it('stops before storage or Windchill when file ownership is denied', async () => {
+    mockAssertToolFileAccess.mockResolvedValueOnce(
+      NextResponse.json({ success: false, error: 'File not found' }, { status: 404 })
+    )
+
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_upload_primary_content',
+        documentOid: DOCUMENT_OID,
+        primaryFile: {
+          key: 'workspace/other/specification.pdf',
+          name: 'specification.pdf',
+          size: 3,
+          type: 'application/pdf',
+        },
+      })
+    )
+
+    expect(response.status).toBe(404)
+    expect(mockDownloadServableFileFromStorage).not.toHaveBeenCalled()
+    expect(mockUploadWindchillContent).not.toHaveBeenCalled()
+  })
+
+  it('stores downloads as a UserFile instead of returning inline bytes', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_download_primary_content',
+        documentOid: DOCUMENT_OID,
+      })
+    )
+    const data = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(mockResolveWindchillContentUrl).toHaveBeenCalledWith(
+      expect.objectContaining({
+        contentPath: expect.stringContaining('/PrimaryContent'),
+      })
+    )
+    expect(mockResolveWindchillContentUrl.mock.calls[0][0].contentPath).not.toContain('$value')
+    expect(mockDownloadWindchillContent).toHaveBeenCalledWith(
+      expect.objectContaining({
+        url: expect.stringContaining('/WindchillGW/download'),
+      })
+    )
+    expect(mockUploadCopilotFile).toHaveBeenCalledWith(
+      expect.objectContaining({
+        buffer: Buffer.from('pdf'),
+        fileName: 'specification.pdf',
+        contentType: 'application/pdf',
+        userId: 'user-1',
+      })
+    )
+    expect(data.output.file).toMatchObject({ key: 'copilot/specification.pdf' })
+    expect(data.output.content).toBeUndefined()
+  })
+
+  it('downloads an attachment through its document-scoped content path', async () => {
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_download_attachment',
+        documentOid: DOCUMENT_OID,
+        attachmentOid: 'OR:wt.content.ApplicationData:2',
+      })
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockResolveWindchillContentUrl).toHaveBeenCalledWith(
+      expect.objectContaining({
+        contentPath: expect.stringContaining("/Attachments('OR%3Awt.content.ApplicationData%3A2')"),
+      })
+    )
+    expect(mockDownloadWindchillContent).toHaveBeenCalledWith(
+      expect.objectContaining({
+        url: expect.stringContaining('/WindchillGW/download'),
+      })
+    )
+  })
+
+  it('uses execution storage derived from the bound delegation principal', async () => {
+    mockBindDelegation.mockResolvedValueOnce({
+      kind: 'delegated',
+      serviceId: 'executor',
+      subjectUserId: 'user-1',
+      workspaceId: '550e8400-e29b-41d4-a716-446655440000',
+      delegationId: 'delegation-1',
+      audience: 'sim:windchill',
+      issuedAt: new Date('2026-01-01T00:00:00.000Z'),
+      expiresAt: new Date('2027-01-01T00:00:00.000Z'),
+      delegationContext: {
+        kind: 'workflow_execution',
+        workflowId: '550e8400-e29b-41d4-a716-446655440001',
+        executionId: 'execution-1',
+      },
+    })
+    mockUploadExecutionFile.mockResolvedValueOnce({
+      id: 'file-2',
+      name: 'specification.pdf',
+      url: '/api/files/serve?key=execution/specification.pdf',
+      size: 3,
+      type: 'application/pdf',
+      key: 'execution/specification.pdf',
+    })
+
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_download_primary_content',
+        documentOid: DOCUMENT_OID,
+        workspaceId: 'forged-workspace',
+        workflowId: 'forged-workflow',
+        executionId: 'forged-execution',
+      })
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockUploadExecutionFile).toHaveBeenCalledWith(
+      {
+        workspaceId: '550e8400-e29b-41d4-a716-446655440000',
+        workflowId: '550e8400-e29b-41d4-a716-446655440001',
+        executionId: 'execution-1',
+      },
+      Buffer.from('pdf'),
+      'specification.pdf',
+      'application/pdf',
+      'user-1'
+    )
+    expect(mockUploadCopilotFile).not.toHaveBeenCalled()
+  })
+
+  it('preserves sanitized provider status codes', async () => {
+    mockWindchillMutationRequest.mockRejectedValueOnce(
+      new MockWindchillProviderError('Windchill rejected the transition', 409)
+    )
+
+    const response = await POST(
+      createMockRequest('POST', {
+        ...BASE_BODY,
+        operation: 'windchill_set_lifecycle_state',
+        documentOid: DOCUMENT_OID,
+        stateValue: 'RELEASED',
+        stateDisplay: 'Released',
+      })
+    )
+
+    expect(response.status).toBe(409)
+    expect(await response.json()).toEqual({
+      success: false,
+      error: 'Windchill rejected the transition',
+    })
+  })
+})
diff --git a/apps/sim/app/api/tools/windchill/route.ts b/apps/sim/app/api/tools/windchill/route.ts
new file mode 100644
index 00000000000..21eaee259ff
--- /dev/null
+++ b/apps/sim/app/api/tools/windchill/route.ts
@@ -0,0 +1,641 @@
+import type { WorkflowExecutionDelegatedPrincipal } from '@sim/auth/principal'
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { type NextRequest, NextResponse } from 'next/server'
+import type {
+  WindchillOperationBody,
+  WindchillOperationResponse,
+} from '@/lib/api/contracts/tools/windchill'
+import { windchillOperationContract } from '@/lib/api/contracts/tools/windchill'
+import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
+import {
+  createInternalSessionOrExecutorAuth,
+  InternalUnauthenticatedError,
+} from '@/lib/api/server/routes'
+import { generateRequestId } from '@/lib/core/utils/request'
+import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { uploadCopilotFile } from '@/lib/uploads/contexts/copilot'
+import { uploadExecutionFile } from '@/lib/uploads/contexts/execution'
+import type { RawFileInput } from '@/lib/uploads/utils/file-schemas'
+import { processFilesToUserFiles } from '@/lib/uploads/utils/file-utils'
+import { downloadServableFileFromStorage } from '@/lib/uploads/utils/file-utils.server'
+import { docNotReadyResponse } from '@/lib/uploads/utils/servable-file-response'
+import { MAX_FILE_SIZE } from '@/lib/uploads/utils/validation'
+import { assertToolFileAccess } from '@/app/api/files/authorization'
+import { sanitizeFileName } from '@/executor/constants'
+import type { UserFile } from '@/executor/types'
+import {
+  encodeWindchillOid,
+  normalizeServiceRoot,
+  normalizeWindchillDocument,
+  normalizeWindchillDocuments,
+  sanitizeWindchillError,
+} from '@/tools/windchill/utils'
+import {
+  createWindchillSession,
+  downloadWindchillContent,
+  resolveWindchillContentUrl,
+  uploadWindchillContent,
+  WindchillProviderError,
+  type WindchillUploadFile,
+  windchillDocumentUrl,
+  windchillMutationRequest,
+} from '@/tools/windchill/utils.server'
+
+export const dynamic = 'force-dynamic'
+export const maxDuration = 900
+
+const logger = createLogger('WindchillAPI')
+const windchillSessionOrExecutorAuth = createInternalSessionOrExecutorAuth({
+  audience: 'sim:windchill',
+})
+
+async function authenticateWindchillExecutor(
+  request: NextRequest
+): Promise<WorkflowExecutionDelegatedPrincipal> {
+  const principal = await windchillSessionOrExecutorAuth.authenticate(request, {})
+  if (
+    principal.kind !== 'delegated' ||
+    principal.serviceId !== 'executor' ||
+    !('delegationContext' in principal)
+  ) {
+    throw new InternalUnauthenticatedError('Authentication required')
+  }
+  return principal
+}
+
+type WindchillRouteOutput = Extract<WindchillOperationResponse, { success: true }>['output']
+type MutationOperation = Exclude<
+  WindchillRouteOutput['operation'],
+  | 'windchill_download_attachment'
+  | 'windchill_download_primary_content'
+  | 'windchill_upload_attachments'
+  | 'windchill_upload_primary_content'
+>
+
+const BULK_RESULT_OPERATIONS = [
+  'windchill_create_documents',
+  'windchill_update_documents',
+  'windchill_check_out_documents',
+  'windchill_check_in_documents',
+  'windchill_undo_check_out_documents',
+  'windchill_revise_documents',
+  'windchill_update_document_security_labels',
+] as const satisfies readonly MutationOperation[]
+
+const DELETE_OPERATIONS = [
+  'windchill_delete_document',
+  'windchill_delete_documents',
+] as const satisfies readonly MutationOperation[]
+
+type BulkResultOperation = (typeof BULK_RESULT_OPERATIONS)[number]
+type DeleteOperation = (typeof DELETE_OPERATIONS)[number]
+
+function isBulkResultOperation(operation: MutationOperation): operation is BulkResultOperation {
+  return BULK_RESULT_OPERATIONS.includes(operation as BulkResultOperation)
+}
+
+function isDeleteOperation(operation: MutationOperation): operation is DeleteOperation {
+  return DELETE_OPERATIONS.includes(operation as DeleteOperation)
+}
+
+function successResponse(output: WindchillRouteOutput) {
+  const body = { success: true, output } satisfies WindchillOperationResponse
+  return NextResponse.json(body)
+}
+
+function failureResponse(error: string, status: number) {
+  const body = {
+    success: false,
+    error: sanitizeWindchillError(error),
+  } satisfies WindchillOperationResponse
+  return NextResponse.json(body, { status })
+}
+
+function documentsById(documentOids: string[]) {
+  return documentOids.map((ID) => ({ ID }))
+}
+
+/** Keeps the media type and drops any `; charset=...` parameters Windchill cannot use. */
+function safeMimeType(value: string | undefined): string {
+  const mediaType = value?.split(';', 1)[0]?.trim()
+  if (mediaType && /^[A-Za-z0-9!#$&^_.+-]+\/[A-Za-z0-9!#$&^_.+-]+$/.test(mediaType)) {
+    return mediaType
+  }
+  return 'application/octet-stream'
+}
+
+function mutationOutput(
+  operation: MutationOperation,
+  data: unknown,
+  fallbackIds: string[]
+): WindchillRouteOutput {
+  const documents = normalizeWindchillDocuments(data)
+  const document = documents[0] ?? normalizeWindchillDocument(data)
+  const collectionIds = documents
+    .map((item) => item.id)
+    .filter((id): id is string => typeof id === 'string')
+  const returnedIds =
+    document?.id && !collectionIds.includes(document.id)
+      ? [document.id, ...collectionIds]
+      : collectionIds
+  const affectedIds = returnedIds.length > 0 ? returnedIds : fallbackIds
+  if (isDeleteOperation(operation)) return { operation, affectedIds: fallbackIds }
+  if (isBulkResultOperation(operation)) {
+    return {
+      operation,
+      affectedIds,
+      ...(documents.length > 0 ? { documents } : {}),
+    }
+  }
+  return {
+    operation,
+    affectedIds,
+    ...(document ? { document } : {}),
+  }
+}
+
+async function executeMutation(
+  body: Exclude<
+    WindchillOperationBody,
+    | { operation: 'windchill_download_primary_content' }
+    | { operation: 'windchill_upload_primary_content' }
+    | { operation: 'windchill_download_attachment' }
+    | { operation: 'windchill_upload_attachments' }
+  >,
+  signal: AbortSignal
+): Promise<WindchillRouteOutput> {
+  const session = await createWindchillSession(body, signal)
+  const root = normalizeServiceRoot(body.baseUrl)
+
+  switch (body.operation) {
+    case 'windchill_create_document': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/Documents`,
+        method: 'POST',
+        body: {
+          ...(body.attributes ?? {}),
+          Name: body.name,
+          ...(body.number ? { Number: body.number } : {}),
+          ...(body.title ? { Title: body.title } : {}),
+          ...(body.description ? { Description: body.description } : {}),
+          'Context@odata.bind': `Containers('${encodeWindchillOid(body.containerOid)}')`,
+          ...(body.folderOid
+            ? { 'Folder@odata.bind': `Folders('${encodeWindchillOid(body.folderOid)}')` }
+            : {}),
+        },
+        signal,
+      })
+      return mutationOutput(body.operation, data, [])
+    }
+    case 'windchill_create_documents': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/CreateDocuments`,
+        method: 'POST',
+        body: {
+          Documents: body.documents.map((document) => ({
+            ...(document.attributes ?? {}),
+            Name: document.name,
+            ...(document.number ? { Number: document.number } : {}),
+            ...(document.title ? { Title: document.title } : {}),
+            ...(document.description ? { Description: document.description } : {}),
+            'Context@odata.bind': `Containers('${encodeWindchillOid(document.containerOid)}')`,
+            ...(document.folderOid
+              ? { 'Folder@odata.bind': `Folders('${encodeWindchillOid(document.folderOid)}')` }
+              : {}),
+          })),
+        },
+        signal,
+      })
+      return mutationOutput(body.operation, data, [])
+    }
+    case 'windchill_update_document': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: windchillDocumentUrl(root, body.documentOid),
+        method: 'PATCH',
+        body: body.attributes,
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_update_common_properties': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${windchillDocumentUrl(root, body.documentOid)}/PTC.DocMgmt.UpdateCommonProperties`,
+        method: 'POST',
+        body: { Updates: body.commonProperties },
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_update_documents': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/UpdateDocuments`,
+        method: 'POST',
+        body: {
+          Documents: body.documents.map((document) => ({
+            ...document.attributes,
+            ID: document.id,
+          })),
+        },
+        signal,
+      })
+      return mutationOutput(
+        body.operation,
+        data,
+        body.documents.map((document) => document.id)
+      )
+    }
+    case 'windchill_delete_document': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: windchillDocumentUrl(root, body.documentOid),
+        method: 'DELETE',
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_delete_documents': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/DeleteDocuments`,
+        method: 'POST',
+        body: { Documents: documentsById(body.documentOids) },
+        signal,
+      })
+      return mutationOutput(body.operation, data, body.documentOids)
+    }
+    case 'windchill_check_out_document': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${windchillDocumentUrl(root, body.documentOid)}/PTC.DocMgmt.CheckOut`,
+        method: 'POST',
+        body: { ...(body.checkOutNote ? { CheckOutNote: body.checkOutNote } : {}) },
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_check_out_documents': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/CheckOutDocuments`,
+        method: 'POST',
+        body: {
+          Documents: documentsById(body.documentOids),
+          ...(body.checkOutNote ? { CheckOutNote: body.checkOutNote } : {}),
+        },
+        signal,
+      })
+      return mutationOutput(body.operation, data, body.documentOids)
+    }
+    case 'windchill_check_in_document': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${windchillDocumentUrl(root, body.documentOid)}/PTC.DocMgmt.CheckIn`,
+        method: 'POST',
+        body: {
+          ...(body.checkInNote ? { CheckInNote: body.checkInNote } : {}),
+          ...(body.keepCheckedOut !== undefined ? { KeepCheckedOut: body.keepCheckedOut } : {}),
+          ...(body.checkOutNote ? { CheckOutNote: body.checkOutNote } : {}),
+        },
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_check_in_documents': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/CheckInDocuments`,
+        method: 'POST',
+        body: {
+          Documents: documentsById(body.documentOids),
+          ...(body.checkInNote ? { CheckInNote: body.checkInNote } : {}),
+          ...(body.keepCheckedOut !== undefined ? { KeepCheckedOut: body.keepCheckedOut } : {}),
+          ...(body.checkOutNote ? { CheckOutNote: body.checkOutNote } : {}),
+        },
+        signal,
+      })
+      return mutationOutput(body.operation, data, body.documentOids)
+    }
+    case 'windchill_undo_check_out_document': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${windchillDocumentUrl(root, body.documentOid)}/PTC.DocMgmt.UndoCheckOut`,
+        method: 'POST',
+        body: {},
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_undo_check_out_documents': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/UndoCheckOutDocuments`,
+        method: 'POST',
+        body: { Documents: documentsById(body.documentOids) },
+        signal,
+      })
+      return mutationOutput(body.operation, data, body.documentOids)
+    }
+    case 'windchill_revise_document': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${windchillDocumentUrl(root, body.documentOid)}/PTC.DocMgmt.Revise`,
+        method: 'POST',
+        body: { ...(body.versionId ? { VersionId: body.versionId } : {}) },
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_revise_documents': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/ReviseDocuments`,
+        method: 'POST',
+        body: {
+          Documents: documentsById(body.documentOids),
+        },
+        signal,
+      })
+      return mutationOutput(body.operation, data, body.documentOids)
+    }
+    case 'windchill_set_lifecycle_state': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${windchillDocumentUrl(root, body.documentOid)}/PTC.DocMgmt.SetState`,
+        method: 'POST',
+        body: { State: { Display: body.stateDisplay, Value: body.stateValue } },
+        signal,
+      })
+      return mutationOutput(body.operation, data, [body.documentOid])
+    }
+    case 'windchill_update_document_security_labels': {
+      const data = await windchillMutationRequest({
+        params: body,
+        session,
+        url: `${root}/DocMgmt/EditDocumentsSecurityLabels`,
+        method: 'POST',
+        body: {
+          Documents: body.securityLabelUpdates.map((update) => ({
+            ...update.labels,
+            ID: update.id,
+          })),
+        },
+        signal,
+      })
+      return mutationOutput(
+        body.operation,
+        data,
+        body.securityLabelUpdates.map((update) => update.id)
+      )
+    }
+  }
+}
+
+async function loadUploadFiles(
+  inputs: RawFileInput[],
+  userId: string,
+  requestId: string
+): Promise<WindchillUploadFile[] | NextResponse> {
+  let userFiles: UserFile[]
+  try {
+    userFiles = processFilesToUserFiles(inputs, requestId, logger)
+  } catch (error) {
+    return failureResponse(getErrorMessage(error, 'Invalid file input'), 400)
+  }
+  if (userFiles.length !== inputs.length) return failureResponse('Invalid file input', 400)
+
+  const declaredTotal = userFiles.reduce((total, file) => total + file.size, 0)
+  if (declaredTotal > MAX_FILE_SIZE) {
+    return failureResponse('Combined Windchill upload exceeds the maximum file size', 413)
+  }
+
+  const files: WindchillUploadFile[] = []
+  let actualTotal = 0
+  for (const userFile of userFiles) {
+    const denied = await assertToolFileAccess(userFile.key, userId, requestId, logger)
+    if (denied) return denied
+    try {
+      const servable = await downloadServableFileFromStorage(userFile, requestId, logger, {
+        maxBytes: MAX_FILE_SIZE - actualTotal,
+      })
+      actualTotal += servable.buffer.length
+      if (actualTotal > MAX_FILE_SIZE) {
+        return failureResponse('Combined Windchill upload exceeds the maximum file size', 413)
+      }
+      files.push({
+        name: sanitizeFileName(userFile.name),
+        mimeType: safeMimeType(servable.contentType || userFile.type),
+        size: servable.buffer.length,
+        buffer: servable.buffer,
+      })
+    } catch (error) {
+      const notReady = docNotReadyResponse(error)
+      if (notReady) return notReady
+      return failureResponse(
+        getErrorMessage(error, 'Failed to read uploaded file'),
+        isPayloadSizeLimitError(error) ? 413 : 400
+      )
+    }
+  }
+  return files
+}
+
+function contentDispositionFileName(value: string | null): string | null {
+  if (!value) return null
+  const encoded = value.match(/filename\*=UTF-8''([^;]+)/i)?.[1]
+  if (encoded) {
+    try {
+      return decodeURIComponent(encoded)
+    } catch {
+      return encoded
+    }
+  }
+  return (
+    value.match(/filename\s*=\s*"([^"]+)"/i)?.[1] ??
+    value.match(/filename\s*=\s*([^;]+)/i)?.[1]?.trim() ??
+    null
+  )
+}
+
+async function storeDownloadedFile({
+  principal,
+  buffer,
+  fileName,
+  contentType,
+}: {
+  principal: WorkflowExecutionDelegatedPrincipal
+  buffer: Buffer
+  fileName: string
+  contentType: string
+}): Promise<UserFile> {
+  const { workflowId, executionId } = principal.delegationContext
+  if (executionId) {
+    return uploadExecutionFile(
+      {
+        workspaceId: principal.workspaceId,
+        workflowId,
+        executionId,
+      },
+      buffer,
+      fileName,
+      contentType,
+      principal.subjectUserId
+    )
+  }
+  return uploadCopilotFile({
+    buffer,
+    fileName,
+    contentType,
+    userId: principal.subjectUserId,
+  })
+}
+
+async function executeDownload(
+  body: Extract<
+    WindchillOperationBody,
+    | { operation: 'windchill_download_primary_content' }
+    | { operation: 'windchill_download_attachment' }
+  >,
+  principal: WorkflowExecutionDelegatedPrincipal,
+  signal: AbortSignal
+): Promise<WindchillRouteOutput> {
+  const documentUrl = windchillDocumentUrl(body.baseUrl, body.documentOid)
+  const contentPath =
+    body.operation === 'windchill_download_primary_content'
+      ? `${documentUrl}/PrimaryContent`
+      : `${documentUrl}/Attachments('${encodeWindchillOid(body.attachmentOid)}')`
+  const contentUrl = await resolveWindchillContentUrl({
+    params: body,
+    contentPath,
+    signal,
+  })
+  const downloaded = await downloadWindchillContent({
+    params: body,
+    url: contentUrl,
+    maxBytes: MAX_FILE_SIZE,
+    signal,
+  })
+  const fallback =
+    body.operation === 'windchill_download_primary_content'
+      ? 'windchill-primary-content.bin'
+      : 'windchill-attachment.bin'
+  const fileName = sanitizeFileName(
+    body.fileName || contentDispositionFileName(downloaded.contentDisposition) || fallback
+  )
+  const mimeType = safeMimeType(downloaded.contentType)
+  const file = await storeDownloadedFile({
+    principal,
+    buffer: downloaded.buffer,
+    fileName,
+    contentType: mimeType,
+  })
+  return {
+    operation: body.operation,
+    file: { ...file },
+    fileName,
+    mimeType,
+  }
+}
+
+export const POST = withRouteHandler(
+  async (request: NextRequest) => {
+    const requestId = generateRequestId()
+    let principal: WorkflowExecutionDelegatedPrincipal
+    try {
+      principal = await authenticateWindchillExecutor(request)
+    } catch (error) {
+      if (error instanceof InternalUnauthenticatedError) {
+        return failureResponse(error.message, 401)
+      }
+      throw error
+    }
+
+    const parsed = await parseRequest(
+      windchillOperationContract,
+      request,
+      {},
+      {
+        validationErrorResponse: (error) =>
+          failureResponse(getValidationErrorMessage(error, 'Invalid Windchill request'), 400),
+        invalidJsonResponse: () =>
+          failureResponse('Windchill request body must be valid JSON', 400),
+        payloadTooLargeResponse: () => failureResponse('Windchill request body is too large', 413),
+      }
+    )
+    if (!parsed.success) return parsed.response
+    const body = parsed.data.body
+
+    try {
+      if (
+        body.operation === 'windchill_download_primary_content' ||
+        body.operation === 'windchill_download_attachment'
+      ) {
+        return successResponse(await executeDownload(body, principal, request.signal))
+      }
+
+      if (
+        body.operation === 'windchill_upload_primary_content' ||
+        body.operation === 'windchill_upload_attachments'
+      ) {
+        const inputs =
+          body.operation === 'windchill_upload_primary_content'
+            ? [body.primaryFile]
+            : body.attachmentFiles
+        const files = await loadUploadFiles(inputs, principal.subjectUserId, requestId)
+        if (files instanceof NextResponse) return files
+        const uploadedFileNames = await uploadWindchillContent({
+          params: body,
+          documentOid: body.documentOid,
+          files,
+          primaryContent: body.operation === 'windchill_upload_primary_content',
+          signal: request.signal,
+        })
+        return successResponse({
+          operation: body.operation,
+          affectedIds: [body.documentOid],
+          uploadedFileNames,
+        })
+      }
+
+      return successResponse(await executeMutation(body, request.signal))
+    } catch (error) {
+      logger.error('Windchill operation failed', {
+        operation: body.operation,
+        error: sanitizeWindchillError(getErrorMessage(error, 'Windchill operation failed')),
+      })
+      if (error instanceof WindchillProviderError) {
+        const status = error.status >= 400 && error.status <= 599 ? error.status : 502
+        return failureResponse(error.message, status)
+      }
+      return failureResponse(
+        getErrorMessage(error, 'Windchill operation failed'),
+        isPayloadSizeLimitError(error) ? 413 : 500
+      )
+    }
+  },
+  {
+    unhandledErrorResponse: () => failureResponse('Windchill operation failed', 500),
+  }
+)
diff --git a/apps/sim/app/api/users/me/usage-logs/cursor-route.test.ts b/apps/sim/app/api/users/me/usage-logs/cursor-route.test.ts
new file mode 100644
index 00000000000..5d747a37d0c
--- /dev/null
+++ b/apps/sim/app/api/users/me/usage-logs/cursor-route.test.ts
@@ -0,0 +1,50 @@
+/**
+ * @vitest-environment node
+ *
+ * The unresolvable-cursor rejection, end to end on the session-only ledger route.
+ *
+ * Deliberately a separate file from `route.test.ts`: that suite replaces
+ * `@/lib/billing/core/usage-log` with mocks, which is exactly the seam this case
+ * has to cross. Here the real query runs against the shared `@sim/db` chain mock,
+ * so the assertion covers the throw in billing core, `withRouteHandler`'s typed-error
+ * projection, and the message the caller reads — the path that answered 500 while the
+ * rejection was an `OrchestrationError` alone.
+ */
+import { authMockFns, createMockRequest, dbChainMockFns, resetDbChainMock } from '@sim/testing'
+import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
+import { UNKNOWN_CURSOR_MESSAGE } from '@/lib/billing/core/usage-log'
+import { GET } from '@/app/api/users/me/usage-logs/route'
+
+afterAll(() => {
+  resetDbChainMock()
+})
+
+describe('GET /api/users/me/usage-logs cursor rejection', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    authMockFns.mockGetSession.mockResolvedValue({ user: { id: 'user-1' } })
+  })
+
+  it('answers 400 when the cursor names no usage event', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([])
+
+    const response = await GET(
+      createMockRequest(
+        'GET',
+        undefined,
+        {},
+        'http://localhost:3000/api/users/me/usage-logs?cursor=log-from-another-ledger'
+      )
+    )
+
+    expect(response.status).toBe(400)
+    await expect(response.json()).resolves.toMatchObject({ error: UNKNOWN_CURSOR_MESSAGE })
+  })
+
+  it('answers 200 for a request carrying no cursor', async () => {
+    const response = await GET(createMockRequest('GET'))
+
+    expect(response.status).toBe(200)
+  })
+})
diff --git a/apps/sim/app/api/v1/admin/responses.ts b/apps/sim/app/api/v1/admin/responses.ts
index 9308df895dc..3ecc5353b29 100644
--- a/apps/sim/app/api/v1/admin/responses.ts
+++ b/apps/sim/app/api/v1/admin/responses.ts
@@ -51,9 +51,7 @@ export function errorResponse(
   return NextResponse.json(body, { status })
 }
 
-// =============================================================================
 // Common Error Responses
-// =============================================================================
 
 export function unauthorizedResponse(message = 'Authentication required'): NextResponse {
   return errorResponse('UNAUTHORIZED', message, 401)
diff --git a/apps/sim/app/api/v1/admin/types.ts b/apps/sim/app/api/v1/admin/types.ts
index 4256076d457..a6062ca8eee 100644
--- a/apps/sim/app/api/v1/admin/types.ts
+++ b/apps/sim/app/api/v1/admin/types.ts
@@ -20,9 +20,7 @@ import type { InferSelectModel } from 'drizzle-orm'
 import type { Edge } from 'reactflow'
 import type { BlockState, Loop, Parallel } from '@/stores/workflows/workflow/types'
 
-// =============================================================================
 // Database Model Types (inferred from schema)
-// =============================================================================
 
 export type DbUser = InferSelectModel<typeof user>
 export type DbWorkspace = InferSelectModel<typeof workspace>
@@ -33,9 +31,7 @@ export type DbSubscription = InferSelectModel<typeof subscription>
 export type DbMember = InferSelectModel<typeof member>
 export type DbUserStats = InferSelectModel<typeof userStats>
 
-// =============================================================================
 // Pagination
-// =============================================================================
 
 export interface PaginationParams {
   limit: number
@@ -74,9 +70,7 @@ export function createPaginationMeta(total: number, limit: number, offset: numbe
   }
 }
 
-// =============================================================================
 // API Response Types
-// =============================================================================
 
 export interface AdminListResponse<T> {
   data: T[]
@@ -95,9 +89,7 @@ export interface AdminErrorResponse {
   }
 }
 
-// =============================================================================
 // User Types
-// =============================================================================
 
 export interface AdminUser {
   id: string
@@ -121,9 +113,7 @@ export function toAdminUser(dbUser: DbUser): AdminUser {
   }
 }
 
-// =============================================================================
 // Workspace Types
-// =============================================================================
 
 export interface AdminWorkspace {
   id: string
@@ -148,9 +138,7 @@ export function toAdminWorkspace(dbWorkspace: DbWorkspace): AdminWorkspace {
   }
 }
 
-// =============================================================================
 // Folder Types
-// =============================================================================
 
 export interface AdminFolder {
   id: string
@@ -179,9 +167,7 @@ export function toAdminFolder(dbFolder: DbWorkflowFolder): AdminFolder {
   }
 }
 
-// =============================================================================
 // Workflow Types
-// =============================================================================
 
 export interface AdminWorkflow {
   id: string
@@ -233,9 +219,7 @@ export function toAdminWorkflow(dbWorkflow: AdminWorkflowSource): AdminWorkflow
   }
 }
 
-// =============================================================================
 // Workflow Variable Types
-// =============================================================================
 
 export type VariableType = 'string' | 'number' | 'boolean' | 'object' | 'array' | 'plain'
 
@@ -246,9 +230,7 @@ export interface WorkflowVariable {
   value: unknown
 }
 
-// =============================================================================
 // Export/Import Types
-// =============================================================================
 
 export interface WorkflowExportState {
   blocks: Record<string, BlockState>
@@ -296,9 +278,7 @@ export interface WorkspaceExportPayload {
   folders: FolderExportPayload[]
 }
 
-// =============================================================================
 // Import Types
-// =============================================================================
 
 export interface WorkflowImportRequest {
   workspaceId: string
@@ -328,9 +308,7 @@ export interface WorkspaceImportResponse {
   results: ImportResult[]
 }
 
-// =============================================================================
 // Utility Functions
-// =============================================================================
 
 /**
  * Extract workflow metadata from various export formats.
@@ -384,9 +362,7 @@ function getNestedString(obj: Record<string, unknown>, path: string): string | u
   return typeof current === 'string' ? current : undefined
 }
 
-// =============================================================================
 // Organization Types
-// =============================================================================
 
 export interface AdminOrganization {
   id: string
@@ -432,9 +408,7 @@ export function toAdminOrganization(dbOrg: AdminOrganizationSource): AdminOrgani
   }
 }
 
-// =============================================================================
 // Subscription Types
-// =============================================================================
 
 export interface AdminSubscription {
   id: string
@@ -470,9 +444,7 @@ export function toAdminSubscription(dbSub: DbSubscription): AdminSubscription {
   }
 }
 
-// =============================================================================
 // Member Types
-// =============================================================================
 
 export interface AdminMember {
   id: string
@@ -492,9 +464,7 @@ export interface AdminMemberDetail extends AdminMember {
   billingBlocked: boolean
 }
 
-// =============================================================================
 // Workspace Member Types
-// =============================================================================
 
 export interface AdminWorkspaceMember {
   id: string
@@ -508,9 +478,7 @@ export interface AdminWorkspaceMember {
   userImage: string | null
 }
 
-// =============================================================================
 // User Billing Types
-// =============================================================================
 
 interface AdminUserBilling {
   userId: string
@@ -539,9 +507,7 @@ export interface AdminUserBillingWithSubscription extends AdminUserBilling {
   }>
 }
 
-// =============================================================================
 // Organization Billing Summary Types
-// =============================================================================
 
 export interface AdminOrganizationBillingSummary {
   organizationId: string
@@ -587,9 +553,7 @@ export interface AdminDeploymentVersion {
   deployedByName: string | null
 }
 
-// =============================================================================
 // Audit Log Types
-// =============================================================================
 
 export type DbAuditLog = InferSelectModel<typeof auditLog>
 
diff --git a/apps/sim/app/api/v1/auth.test.ts b/apps/sim/app/api/v1/auth.test.ts
new file mode 100644
index 00000000000..90f0f2f1d76
--- /dev/null
+++ b/apps/sim/app/api/v1/auth.test.ts
@@ -0,0 +1,86 @@
+/**
+ * @vitest-environment node
+ */
+
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  authenticateApiKey: vi.fn(),
+  updateLastUsed: vi.fn(),
+}))
+
+vi.mock('@/lib/core/config/env-flags', () => ({ isAuthDisabled: false }))
+vi.mock('@/lib/api-key/service', () => ({
+  authenticateApiKeyFromHeader: mocks.authenticateApiKey,
+  updateApiKeyLastUsed: mocks.updateLastUsed,
+}))
+
+import { authenticateV1Request } from '@/app/api/v1/auth'
+
+describe('v1 API key authentication', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('constructs a personal API-key Principal from canonical key identity', async () => {
+    mocks.authenticateApiKey.mockResolvedValue({
+      success: true,
+      userId: 'user-1',
+      keyId: 'key-1',
+      keyType: 'personal',
+    })
+
+    await expect(
+      authenticateV1Request(
+        new NextRequest('http://localhost/api/v1/files', {
+          headers: { 'x-api-key': 'secret' },
+        })
+      )
+    ).resolves.toMatchObject({
+      authenticated: true,
+      principal: { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-1' },
+    })
+  })
+
+  it('constructs a workspace API-key Principal without borrowing the creator identity', async () => {
+    mocks.authenticateApiKey.mockResolvedValue({
+      success: true,
+      userId: 'creator-1',
+      keyId: 'key-1',
+      keyType: 'workspace',
+      workspaceId: 'workspace-1',
+    })
+
+    const result = await authenticateV1Request(
+      new NextRequest('http://localhost/api/v1/files', {
+        headers: { 'x-api-key': 'secret' },
+      })
+    )
+
+    expect(result.principal).toEqual({
+      kind: 'workspace_api_key',
+      workspaceId: 'workspace-1',
+      keyId: 'key-1',
+    })
+    expect(result.principal).not.toHaveProperty('userId')
+  })
+
+  it('fails closed when authenticated key identity is incomplete', async () => {
+    mocks.authenticateApiKey.mockResolvedValue({
+      success: true,
+      userId: 'creator-1',
+      keyId: 'key-1',
+      keyType: 'workspace',
+    })
+
+    await expect(
+      authenticateV1Request(
+        new NextRequest('http://localhost/api/v1/files', {
+          headers: { 'x-api-key': 'secret' },
+        })
+      )
+    ).resolves.toEqual({ authenticated: false, error: 'Authentication failed' })
+    expect(mocks.updateLastUsed).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/api/v1/auth.ts b/apps/sim/app/api/v1/auth.ts
index 0f391889005..78c68e1f9dd 100644
--- a/apps/sim/app/api/v1/auth.ts
+++ b/apps/sim/app/api/v1/auth.ts
@@ -1,3 +1,4 @@
+import type { PersonalApiKeyPrincipal, WorkspaceApiKeyPrincipal } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import type { NextRequest } from 'next/server'
 import { authenticateApiKeyFromHeader, updateApiKeyLastUsed } from '@/lib/api-key/service'
@@ -11,6 +12,7 @@ export interface AuthResult {
   userId?: string
   workspaceId?: string
   keyType?: 'personal' | 'workspace'
+  principal?: PersonalApiKeyPrincipal | WorkspaceApiKeyPrincipal
   error?: string
 }
 
@@ -20,6 +22,11 @@ export async function authenticateV1Request(request: NextRequest): Promise<AuthR
       authenticated: true,
       userId: ANONYMOUS_USER_ID,
       keyType: 'personal',
+      principal: {
+        kind: 'personal_api_key',
+        userId: ANONYMOUS_USER_ID,
+        keyId: 'auth-disabled',
+      },
     }
   }
 
@@ -43,13 +50,35 @@ export async function authenticateV1Request(request: NextRequest): Promise<AuthR
       }
     }
 
-    await updateApiKeyLastUsed(result.keyId!)
+    if (!result.keyId || !result.userId || !result.keyType) {
+      throw new Error('Authenticated v1 API key is missing its canonical identity')
+    }
+    let principal: PersonalApiKeyPrincipal | WorkspaceApiKeyPrincipal
+    if (result.keyType === 'workspace') {
+      if (!result.workspaceId) {
+        throw new Error('Authenticated workspace API key is missing its workspace scope')
+      }
+      principal = {
+        kind: 'workspace_api_key',
+        workspaceId: result.workspaceId,
+        keyId: result.keyId,
+      }
+    } else {
+      principal = {
+        kind: 'personal_api_key',
+        userId: result.userId,
+        keyId: result.keyId,
+      }
+    }
+
+    await updateApiKeyLastUsed(result.keyId)
 
     return {
       authenticated: true,
-      userId: result.userId!,
+      userId: result.userId,
       workspaceId: result.workspaceId,
       keyType: result.keyType,
+      principal,
     }
   } catch (error) {
     logger.error('API key authentication error', { error })
diff --git a/apps/sim/app/api/v1/files/[fileId]/route.test.ts b/apps/sim/app/api/v1/files/[fileId]/route.test.ts
index 8e4927490e3..7c54b478104 100644
--- a/apps/sim/app/api/v1/files/[fileId]/route.test.ts
+++ b/apps/sim/app/api/v1/files/[fileId]/route.test.ts
@@ -8,24 +8,27 @@ const {
   mockCheckRateLimit,
   mockValidateWorkspaceAccess,
   mockGetWorkspaceFile,
-  mockFetchServableWorkspaceFileBuffer,
+  mockDownloadWorkspaceFileStream,
 } = vi.hoisted(() => ({
   mockCheckRateLimit: vi.fn(),
   mockValidateWorkspaceAccess: vi.fn(),
   mockGetWorkspaceFile: vi.fn(),
-  mockFetchServableWorkspaceFileBuffer: vi.fn(),
+  mockDownloadWorkspaceFileStream: vi.fn(),
 }))
 
 vi.mock('@/app/api/v1/middleware', () => ({
   checkRateLimit: mockCheckRateLimit,
   createRateLimitResponse: () => new Response('rate limited', { status: 429 }),
+  requireRateLimitPrincipal: (rateLimit: { principal: unknown }) => rateLimit.principal,
   validateWorkspaceAccess: mockValidateWorkspaceAccess,
   v1ValidationErrorResponse: (e: { issues: unknown[] }) =>
     NextResponse.json({ error: 'Validation error', details: e.issues }, { status: 400 }),
 }))
 vi.mock('@/lib/uploads/contexts/workspace', () => ({
   getWorkspaceFile: mockGetWorkspaceFile,
-  fetchServableWorkspaceFileBuffer: mockFetchServableWorkspaceFileBuffer,
+}))
+vi.mock('@/lib/workspace-files/application/download-workspace-file', () => ({
+  downloadWorkspaceFileStream: { execute: mockDownloadWorkspaceFileStream },
 }))
 vi.mock('@/lib/workspace-files/orchestration', () => ({
   performDeleteWorkspaceFileItems: vi.fn(),
@@ -37,7 +40,7 @@ vi.mock('@sim/audit', () => ({
 }))
 vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: vi.fn() }))
 
-import { DocCompileUserError } from '@/lib/copilot/tools/server/files/doc-compile-error'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { GET } from '@/app/api/v1/files/[fileId]/route'
 
 const WORKSPACE_ID = 'ws-1'
@@ -45,6 +48,11 @@ const FILE_ID = 'file-1'
 const context = { params: Promise.resolve({ fileId: FILE_ID }) }
 
 const DOCX_MIME = 'application/vnd.openxmlformats-officedocument.wordprocessingml.document'
+const PRINCIPAL = {
+  kind: 'personal_api_key' as const,
+  userId: 'user-1',
+  keyId: 'key-1',
+}
 
 function request() {
   return createMockRequest(
@@ -71,16 +79,31 @@ function generatedDocument(name = 'report.docx') {
   }
 }
 
+function renderedDownload(buffer: Buffer) {
+  return {
+    file: generatedDocument(),
+    stream: new ReadableStream<Uint8Array>({
+      start(controller) {
+        controller.enqueue(buffer)
+        controller.close()
+      },
+    }),
+    contentLength: buffer.length,
+    contentType: DOCX_MIME,
+  }
+}
+
 describe('v1 file download', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mockCheckRateLimit.mockResolvedValue({ allowed: true, userId: 'user-1' })
+    mockCheckRateLimit.mockResolvedValue({
+      allowed: true,
+      userId: 'user-1',
+      principal: PRINCIPAL,
+    })
     mockValidateWorkspaceAccess.mockResolvedValue(null)
     mockGetWorkspaceFile.mockResolvedValue(generatedDocument())
-    mockFetchServableWorkspaceFileBuffer.mockResolvedValue({
-      buffer: Buffer.from('PKrendered'),
-      contentType: DOCX_MIME,
-    })
+    mockDownloadWorkspaceFileStream.mockResolvedValue(renderedDownload(Buffer.from('PKrendered')))
   })
 
   it('serves the rendered bytes and the rendered content type', async () => {
@@ -104,10 +127,7 @@ describe('v1 file download', () => {
 
   it('reports Content-Length from the rendered bytes, not the declared source size', async () => {
     const rendered = Buffer.alloc(50_000)
-    mockFetchServableWorkspaceFileBuffer.mockResolvedValue({
-      buffer: rendered,
-      contentType: DOCX_MIME,
-    })
+    mockDownloadWorkspaceFileStream.mockResolvedValue(renderedDownload(rendered))
 
     const response = await GET(request(), context)
 
@@ -115,8 +135,8 @@ describe('v1 file download', () => {
   })
 
   it('returns a retryable 409 while the artifact is still compiling', async () => {
-    mockFetchServableWorkspaceFileBuffer.mockRejectedValue(
-      new DocCompileUserError('Document is still being generated')
+    mockDownloadWorkspaceFileStream.mockRejectedValue(
+      new OrchestrationError('conflict', 'Document is still being generated')
     )
 
     const response = await GET(request(), context)
@@ -127,11 +147,17 @@ describe('v1 file download', () => {
   })
 
   it('404s a file that does not exist', async () => {
-    mockGetWorkspaceFile.mockResolvedValue(null)
+    mockDownloadWorkspaceFileStream.mockRejectedValue(
+      new OrchestrationError('not_found', 'File not found')
+    )
 
     const response = await GET(request(), context)
 
     expect(response.status).toBe(404)
-    expect(mockFetchServableWorkspaceFileBuffer).not.toHaveBeenCalled()
+    expect(mockDownloadWorkspaceFileStream).toHaveBeenCalledWith({
+      principal: PRINCIPAL,
+      input: { fileId: FILE_ID, assertedWorkspaceId: WORKSPACE_ID },
+      request: expect.anything(),
+    })
   })
 })
diff --git a/apps/sim/app/api/v1/files/[fileId]/route.ts b/apps/sim/app/api/v1/files/[fileId]/route.ts
index 1e9b084e680..eb767ac5f3c 100644
--- a/apps/sim/app/api/v1/files/[fileId]/route.ts
+++ b/apps/sim/app/api/v1/files/[fileId]/route.ts
@@ -1,20 +1,18 @@
-import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { createLogger } from '@sim/logger'
 import { type NextRequest, NextResponse } from 'next/server'
 import { v1DeleteFileContract, v1DownloadFileContract } from '@/lib/api/contracts/v1/files'
 import { parseRequest } from '@/lib/api/server'
+import { asOrchestrationError, statusForOrchestrationError } from '@/lib/core/orchestration/types'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { captureServerEvent } from '@/lib/posthog/server'
-import {
-  fetchServableWorkspaceFileBuffer,
-  getWorkspaceFile,
-} from '@/lib/uploads/contexts/workspace'
-import { docNotReadyMessage, isDocNotReadyError } from '@/lib/uploads/utils/doc-not-ready'
+import { getWorkspaceFile } from '@/lib/uploads/contexts/workspace'
+import { downloadWorkspaceFileStream } from '@/lib/workspace-files/application/download-workspace-file'
 import { performDeleteWorkspaceFileItems } from '@/lib/workspace-files/orchestration'
 import {
   checkRateLimit,
   createRateLimitResponse,
+  requireRateLimitPrincipal,
   v1ValidationErrorResponse,
   validateWorkspaceAccess,
 } from '@/app/api/v1/middleware'
@@ -38,7 +36,6 @@ export const GET = withRouteHandler(async (request: NextRequest, context: FileRo
       return createRateLimitResponse(rateLimit)
     }
 
-    const userId = rateLimit.userId!
     const parsed = await parseRequest(v1DownloadFileContract, request, context, {
       validationErrorResponse: v1ValidationErrorResponse,
     })
@@ -47,64 +44,43 @@ export const GET = withRouteHandler(async (request: NextRequest, context: FileRo
     const { fileId } = parsed.data.params
     const { workspaceId } = parsed.data.query
 
-    const accessError = await validateWorkspaceAccess(rateLimit, userId, workspaceId)
-    if (accessError) return accessError
-
-    const fileRecord = await getWorkspaceFile(workspaceId, fileId)
-    if (!fileRecord) {
-      return NextResponse.json({ error: 'File not found' }, { status: 404 })
+    const principal = requireRateLimitPrincipal(rateLimit)
+    const { file, stream, contentLength, contentType } = await downloadWorkspaceFileStream.execute({
+      principal,
+      input: { fileId, assertedWorkspaceId: workspaceId },
+      request,
+    })
+    if (principal.kind === 'personal_api_key') {
+      captureServerEvent(
+        principal.userId,
+        'file_downloaded',
+        { workspace_id: workspaceId, is_bulk: false, file_count: 1 },
+        { groups: { workspace: workspaceId } }
+      )
     }
 
-    // Generated docs store their generation source; serve the rendered artifact.
-    // Its content type is the rendered one, not the source MIME on the record.
-    const { buffer, contentType } = await fetchServableWorkspaceFileBuffer(fileRecord)
-
-    recordAudit({
-      workspaceId,
-      actorId: userId,
-      action: AuditAction.FILE_DOWNLOADED,
-      resourceType: AuditResourceType.FILE,
-      resourceId: fileRecord.id,
-      resourceName: fileRecord.name,
-      description: `Downloaded file "${fileRecord.name}" via API`,
-      metadata: {
-        fileId: fileRecord.id,
-        fileName: fileRecord.name,
-        bytes: buffer.length,
-        source: 'api_v1',
+    return new Response(stream, {
+      status: 200,
+      headers: {
+        'Content-Type': contentType || file.type || 'application/octet-stream',
+        'Content-Disposition': `attachment; filename="${file.name.replace(/[^\w.-]/g, '_')}"; filename*=UTF-8''${encodeURIComponent(file.name)}`,
+        'Content-Length': String(contentLength),
+        'X-File-Id': file.id,
+        'X-File-Name': encodeURIComponent(file.name),
+        'X-Uploaded-At':
+          file.uploadedAt instanceof Date ? file.uploadedAt.toISOString() : String(file.uploadedAt),
       },
-      request,
     })
-    captureServerEvent(
-      userId,
-      'file_downloaded',
-      { workspace_id: workspaceId, is_bulk: false, file_count: 1 },
-      { groups: { workspace: workspaceId } }
-    )
-
-    // View, not copy — a second full copy would double peak memory for a large file.
-    return new Response(
-      new Uint8Array(buffer.buffer as ArrayBuffer, buffer.byteOffset, buffer.byteLength),
-      {
-        status: 200,
-        headers: {
-          'Content-Type': contentType || fileRecord.type || 'application/octet-stream',
-          'Content-Disposition': `attachment; filename="${fileRecord.name.replace(/[^\w.-]/g, '_')}"; filename*=UTF-8''${encodeURIComponent(fileRecord.name)}`,
-          'Content-Length': String(buffer.length),
-          'X-File-Id': fileRecord.id,
-          'X-File-Name': encodeURIComponent(fileRecord.name),
-          'X-Uploaded-At':
-            fileRecord.uploadedAt instanceof Date
-              ? fileRecord.uploadedAt.toISOString()
-              : String(fileRecord.uploadedAt),
-        },
-      }
-    )
   } catch (error) {
-    // A generated doc whose artifact is still compiling is retryable, not a fault:
-    // without this the caller sees a 500 and has no reason to try again.
-    if (isDocNotReadyError(error)) {
-      return NextResponse.json({ error: docNotReadyMessage() }, { status: 409 })
+    const orchestrationError = asOrchestrationError(error)
+    if (orchestrationError && orchestrationError.code !== 'internal') {
+      return NextResponse.json(
+        {
+          error:
+            orchestrationError.code === 'not_found' ? 'File not found' : orchestrationError.message,
+        },
+        { status: statusForOrchestrationError(orchestrationError.code) }
+      )
     }
     logger.error(`[${requestId}] Error downloading file:`, error)
     return NextResponse.json({ error: 'Failed to download file' }, { status: 500 })
diff --git a/apps/sim/app/api/v1/middleware.test.ts b/apps/sim/app/api/v1/middleware.test.ts
index 94c0790b274..2a8e598a7b6 100644
--- a/apps/sim/app/api/v1/middleware.test.ts
+++ b/apps/sim/app/api/v1/middleware.test.ts
@@ -61,6 +61,7 @@ describe('checkRateLimit', () => {
       authenticated: true,
       userId: 'user-1',
       keyType: 'personal',
+      principal: { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-1' },
     })
     mockGetSubscription.mockResolvedValue({ plan: 'team' })
     mockGetRateLimit.mockReturnValue(TEAM_BUCKET)
@@ -78,6 +79,16 @@ describe('checkRateLimit', () => {
     expect(result.limit).not.toBe(TEAM_BUCKET.refillRate)
   })
 
+  it('preserves the authenticated API-key Principal for application operations', async () => {
+    const result = await checkRateLimit(request(), 'workflows')
+
+    expect(result.principal).toEqual({
+      kind: 'personal_api_key',
+      userId: 'user-1',
+      keyId: 'key-1',
+    })
+  })
+
   it('never reports more remaining than the limit', async () => {
     const result = await checkRateLimit(request(), 'workflows')
 
@@ -196,6 +207,7 @@ describe('rate-limit snapshot context', () => {
       authenticated: true,
       userId: 'user-1',
       keyType: 'personal',
+      principal: { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-1' },
     })
     mockGetSubscription.mockResolvedValue({ plan: 'team' })
     mockGetRateLimit.mockReturnValue(TEAM_BUCKET)
diff --git a/apps/sim/app/api/v1/middleware.ts b/apps/sim/app/api/v1/middleware.ts
index 6a9db50ec44..3f8d4878119 100644
--- a/apps/sim/app/api/v1/middleware.ts
+++ b/apps/sim/app/api/v1/middleware.ts
@@ -1,3 +1,4 @@
+import type { PersonalApiKeyPrincipal, WorkspaceApiKeyPrincipal } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import { type PermissionType, permissionSatisfies } from '@sim/platform-authz/workspace'
 import { type NextRequest, NextResponse } from 'next/server'
@@ -63,6 +64,7 @@ export interface RateLimitResult {
   userId?: string
   workspaceId?: string
   keyType?: 'personal' | 'workspace'
+  principal?: PersonalApiKeyPrincipal | WorkspaceApiKeyPrincipal
   error?: string
 }
 
@@ -82,6 +84,18 @@ export function requireRateLimitUserId(rateLimit: RateLimitResult): string {
   return rateLimit.userId
 }
 
+export function requireRateLimitPrincipal(
+  rateLimit: RateLimitResult
+): PersonalApiKeyPrincipal | WorkspaceApiKeyPrincipal {
+  if (!rateLimit.allowed) {
+    throw new Error('Cannot authorize a denied public API request')
+  }
+  if (!rateLimit.principal) {
+    throw new Error('Allowed public API request is missing its Principal')
+  }
+  return rateLimit.principal
+}
+
 export async function checkRateLimit(
   request: NextRequest,
   endpoint: ApiEndpoint = 'logs'
@@ -144,6 +158,7 @@ export async function checkRateLimit(
       userId,
       workspaceId: auth.workspaceId,
       keyType: auth.keyType,
+      principal: auth.principal,
     }
   } catch (error) {
     logger.error('Rate limit check error', { error })
diff --git a/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts b/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts
index aa3f74d8157..ae8c00affab 100644
--- a/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts
+++ b/apps/sim/app/api/v1/tables/[tableId]/columns/route.ts
@@ -12,10 +12,10 @@ import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { addTableColumn, deleteColumn } from '@/lib/table'
 import { signalTableSchemaChanged } from '@/lib/table/events'
 import { performUpdateTableColumn } from '@/lib/table/orchestration'
+import { normalizeColumn } from '@/lib/table/wire'
 import {
   accessError,
   checkAccess,
-  normalizeColumn,
   orchestrationErrorResponse,
   orchestrationOutcomeErrorResponse,
   tableLockErrorResponse,
diff --git a/apps/sim/app/api/v1/tables/[tableId]/route.ts b/apps/sim/app/api/v1/tables/[tableId]/route.ts
index caaf87d8be7..5d46bdf619b 100644
--- a/apps/sim/app/api/v1/tables/[tableId]/route.ts
+++ b/apps/sim/app/api/v1/tables/[tableId]/route.ts
@@ -6,10 +6,10 @@ import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import type { TableSchema } from '@/lib/table'
 import { performDeleteTable } from '@/lib/table/orchestration'
+import { normalizeColumn } from '@/lib/table/wire'
 import {
   accessError,
   checkAccess,
-  normalizeColumn,
   orchestrationOutcomeErrorResponse,
   tableLockErrorResponse,
 } from '@/app/api/table/utils'
diff --git a/apps/sim/app/api/v1/tables/route.test.ts b/apps/sim/app/api/v1/tables/route.test.ts
index ded5f484e8d..f12bceb2334 100644
--- a/apps/sim/app/api/v1/tables/route.test.ts
+++ b/apps/sim/app/api/v1/tables/route.test.ts
@@ -35,9 +35,11 @@ vi.mock('@/app/api/v1/middleware', () => ({
 }))
 
 vi.mock('@/app/api/table/utils', () => ({
-  normalizeColumn: (column: unknown) => column,
   orchestrationErrorResponse: mocks.orchestrationErrorResponse,
 }))
+vi.mock('@/lib/table/wire', () => ({
+  normalizeColumn: (column: unknown) => column,
+}))
 
 vi.mock('@/lib/table', () => ({
   createTable: mocks.createTable,
diff --git a/apps/sim/app/api/v1/tables/route.ts b/apps/sim/app/api/v1/tables/route.ts
index e8a13eb9090..ecd742efb29 100644
--- a/apps/sim/app/api/v1/tables/route.ts
+++ b/apps/sim/app/api/v1/tables/route.ts
@@ -12,7 +12,8 @@ import {
   TableConflictError,
   type TableSchema,
 } from '@/lib/table'
-import { normalizeColumn, orchestrationErrorResponse } from '@/app/api/table/utils'
+import { normalizeColumn } from '@/lib/table/wire'
+import { orchestrationErrorResponse } from '@/app/api/table/utils'
 import {
   checkRateLimit,
   createRateLimitResponse,
diff --git a/apps/sim/app/api/v2/[[...segments]]/route.test.ts b/apps/sim/app/api/v2/[[...segments]]/route.test.ts
new file mode 100644
index 00000000000..4d4e14da713
--- /dev/null
+++ b/apps/sim/app/api/v2/[[...segments]]/route.test.ts
@@ -0,0 +1,50 @@
+/**
+ * @vitest-environment node
+ */
+import { NextRequest } from 'next/server'
+import { describe, expect, it } from 'vitest'
+import { DELETE, GET, PATCH, POST, PUT } from '@/app/api/v2/[[...segments]]/route'
+
+/**
+ * An unknown path under `/api/v2` used to fall through to the app's global
+ * `not-found` page, so a mistyped URL handed an API client a full HTML document
+ * — the one v2 response a JSON-parsing caller cannot read.
+ *
+ * The body must stay byte-identical to the rollout gate's 404
+ * (`v2ApiGateError`), which answers 404 so an ungated caller cannot tell "not in
+ * the cohort" from "no such endpoint". A different body here would give that
+ * distinction straight back.
+ */
+describe('unknown /api/v2 path', () => {
+  const EXPECTED = { error: { code: 'NOT_FOUND', message: 'Not found' } }
+
+  function probe(method: string) {
+    return new NextRequest('http://localhost/api/v2/nonexistent', { method })
+  }
+
+  it('answers JSON, not an HTML document', async () => {
+    const response = await GET(probe('GET'), undefined)
+
+    expect(response.status).toBe(404)
+    expect(response.headers.get('content-type')).toContain('application/json')
+    expect(await response.json()).toEqual(EXPECTED)
+  })
+
+  it.each([
+    ['POST', POST],
+    ['PUT', PUT],
+    ['PATCH', PATCH],
+    ['DELETE', DELETE],
+  ])('answers the same envelope for %s', async (method, handler) => {
+    const response = await handler(probe(method), undefined)
+
+    expect(response.status).toBe(404)
+    expect(await response.json()).toEqual(EXPECTED)
+  })
+
+  it('does not require an API key, so probing a typo cannot become a 401', async () => {
+    const response = await GET(probe('GET'), undefined)
+
+    expect(response.status).toBe(404)
+  })
+})
diff --git a/apps/sim/app/api/v2/[[...segments]]/route.ts b/apps/sim/app/api/v2/[[...segments]]/route.ts
new file mode 100644
index 00000000000..893f455a7bc
--- /dev/null
+++ b/apps/sim/app/api/v2/[[...segments]]/route.ts
@@ -0,0 +1,40 @@
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { v2Error } from '@/app/api/v2/lib/response'
+
+export const dynamic = 'force-dynamic'
+export const revalidate = 0
+
+/**
+ * JSON 404 for any `/api/v2` path that matches no route file.
+ *
+ * Without it a mistyped path falls through to the app's global `not-found`
+ * page and hands an API client a full HTML document, which is the one v2
+ * response a JSON-parsing caller cannot read. Every other v2 failure — including
+ * the rollout gate's own 404 — is the `{ error: { code, message } }` envelope.
+ *
+ * The body is deliberately byte-identical to `v2ApiGateError`'s. The gate
+ * answers 404 so an ungated caller cannot distinguish "not in the rollout
+ * cohort" from "no such endpoint"; a different body here would reintroduce
+ * exactly that distinction.
+ *
+ * This is a documented raw-`withRouteHandler` route rather than a contract
+ * builder: it has no contract, no operation, and no authentication, because a
+ * caller probing an unknown path must get the same answer whether or not it
+ * holds a key — requiring auth first would turn the 404 into a 401 and confirm
+ * that the path is special.
+ *
+ * Next.js only routes a request here when no literal segment matches, so every
+ * real v2 route file is unaffected, however many there are. The optional form (`[[...segments]]`) also
+ * covers bare `/api/v2`. It cannot fix a 405 on a path that *does* have a route
+ * file but does not export that verb — Next generates that response itself,
+ * before any handler runs.
+ */
+const notFound = () => v2Error('NOT_FOUND', 'Not found')
+
+export const GET = withRouteHandler(notFound)
+export const POST = withRouteHandler(notFound)
+export const PUT = withRouteHandler(notFound)
+export const PATCH = withRouteHandler(notFound)
+export const DELETE = withRouteHandler(notFound)
+export const HEAD = withRouteHandler(notFound)
+export const OPTIONS = withRouteHandler(notFound)
diff --git a/apps/sim/app/api/v2/billing/logs/route.test.ts b/apps/sim/app/api/v2/billing/logs/route.test.ts
index 0c5e5f79387..b323e834a83 100644
--- a/apps/sim/app/api/v2/billing/logs/route.test.ts
+++ b/apps/sim/app/api/v2/billing/logs/route.test.ts
@@ -24,6 +24,8 @@ vi.mock('@/lib/billing/application/list-billing-logs', () => ({
   listBillingLogs: { operation: { id: 'billing.logs.list' }, execute: mocks.execute },
 }))
 
+import { UNKNOWN_CURSOR_MESSAGE } from '@/lib/billing/core/usage-log'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { GET } from '@/app/api/v2/billing/logs/route'
 
 const auth = {
@@ -95,6 +97,21 @@ describe('GET /api/v2/billing/logs', () => {
     })
   })
 
+  it('projects an unresolvable cursor as a 400 rather than an unpositioned first page', async () => {
+    mocks.execute.mockRejectedValueOnce(
+      new OrchestrationError('validation', UNKNOWN_CURSOR_MESSAGE)
+    )
+
+    const response = await GET(
+      new NextRequest('http://localhost:3000/api/v2/billing/logs?cursor=log-from-another-ledger')
+    )
+
+    expect(response.status).toBe(400)
+    expect(await response.json()).toMatchObject({
+      error: { code: 'BAD_REQUEST', message: UNKNOWN_CURSOR_MESSAGE },
+    })
+  })
+
   it('authenticates before rejecting invalid custom ranges', async () => {
     const response = await GET(
       new NextRequest('http://localhost:3000/api/v2/billing/logs?period=custom')
diff --git a/apps/sim/app/api/v2/billing/status/route.test.ts b/apps/sim/app/api/v2/billing/status/route.test.ts
index e664f896b36..d7ccd3d07e4 100644
--- a/apps/sim/app/api/v2/billing/status/route.test.ts
+++ b/apps/sim/app/api/v2/billing/status/route.test.ts
@@ -80,6 +80,19 @@ describe('GET /api/v2/billing/status', () => {
     expect(await response.json()).toEqual({ data: { ...result, credits: null, storage: null } })
   })
 
+  it.each(['workspaceID', 'workspace_id', 'workspace'])(
+    'rejects %s rather than silently answering for the account payer',
+    async (key) => {
+      const response = await GET(
+        new NextRequest(`http://localhost:3000/api/v2/billing/status?${key}=workspace-1`)
+      )
+
+      expect(response.status).toBe(400)
+      expect(await response.json()).toMatchObject({ error: { code: 'BAD_REQUEST' } })
+      expect(mocks.execute).not.toHaveBeenCalled()
+    }
+  )
+
   it('projects typed workspace-policy errors', async () => {
     mocks.execute.mockRejectedValueOnce(
       new OrchestrationError('forbidden', 'API key is not authorized for this workspace')
diff --git a/apps/sim/app/api/v2/credentials/route.test.ts b/apps/sim/app/api/v2/credentials/route.test.ts
index a1987f1b5af..a84ba1f6d68 100644
--- a/apps/sim/app/api/v2/credentials/route.test.ts
+++ b/apps/sim/app/api/v2/credentials/route.test.ts
@@ -27,6 +27,7 @@ vi.mock('@/lib/credentials/application/list-workspace-credentials', () => ({
   },
 }))
 
+import { V2_DEFAULT_PAGE_SIZE } from '@/lib/api/contracts/v2/shared'
 import { GET } from '@/app/api/v2/credentials/route'
 
 const WORKSPACE_ID = '11111111-2222-4333-8444-555555555555'
@@ -65,7 +66,12 @@ describe('GET /api/v2/credentials', () => {
     v2RouteMocks.gate.mockResolvedValue(null)
     v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
     v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
-    mocks.execute.mockResolvedValue({ credentials: [credential] })
+    mocks.execute.mockResolvedValue({
+      credentials: [credential],
+      nextCursorKeys: null,
+      sortBy: 'createdAt',
+      sortOrder: 'desc',
+    })
   })
 
   it('authenticates and charges before validating workspace input', async () => {
@@ -93,6 +99,9 @@ describe('GET /api/v2/credentials', () => {
         search: undefined,
         sortBy: 'createdAt',
         sortOrder: 'desc',
+        limit: V2_DEFAULT_PAGE_SIZE,
+        cursor: undefined,
+        cursorKeys: undefined,
       },
       request,
     })
diff --git a/apps/sim/app/api/v2/credentials/route.ts b/apps/sim/app/api/v2/credentials/route.ts
index 0312ea3a957..057ab1012be 100644
--- a/apps/sim/app/api/v2/credentials/route.ts
+++ b/apps/sim/app/api/v2/credentials/route.ts
@@ -8,6 +8,7 @@ import {
 import { listWorkspaceCredentials } from '@/lib/credentials/application/list-workspace-credentials'
 import { credentialOperations } from '@/lib/credentials/application/operations'
 import { toV2Credential } from '@/app/api/v2/credentials/utils'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -19,10 +20,15 @@ export const GET = defineV2JsonRoute({
   operation: credentialOperations.listConnections,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  mapInput: ({ query }) => query,
+  mapInput: ({ query }) => ({
+    ...query,
+    cursorKeys: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
+  }),
   useCase: listWorkspaceCredentials,
-  present: ({ credentials }) => ({
+  present: ({ credentials, nextCursorKeys, sortBy, sortOrder }) => ({
     data: credentials.map(toV2Credential),
-    nextCursor: null,
+    nextCursor: nextCursorKeys
+      ? encodeSortedCursor(cursorSortKey(sortBy, sortOrder), nextCursorKeys)
+      : null,
   }),
 })
diff --git a/apps/sim/app/api/v2/custom-tools/route.test.ts b/apps/sim/app/api/v2/custom-tools/route.test.ts
index f0d113e8961..b4609531cff 100644
--- a/apps/sim/app/api/v2/custom-tools/route.test.ts
+++ b/apps/sim/app/api/v2/custom-tools/route.test.ts
@@ -54,6 +54,7 @@ vi.mock('@/lib/custom-tools/application/use-cases', () => ({
   },
 }))
 
+import { V2_DEFAULT_PAGE_SIZE } from '@/lib/api/contracts/v2/shared'
 import { GET, POST } from '@/app/api/v2/custom-tools/route'
 
 const WORKSPACE_ID = 'workspace-1'
@@ -121,9 +122,10 @@ describe('/api/v2/custom-tools', () => {
       principal: PRINCIPAL,
       input: {
         workspaceId: WORKSPACE_ID,
-        search: undefined,
         sortBy: 'createdAt',
         sortOrder: 'desc',
+        limit: V2_DEFAULT_PAGE_SIZE,
+        cursorKeys: undefined,
       },
       request: expect.anything(),
     })
diff --git a/apps/sim/app/api/v2/custom-tools/route.ts b/apps/sim/app/api/v2/custom-tools/route.ts
index 0da00d8ce8f..88d691efd3a 100644
--- a/apps/sim/app/api/v2/custom-tools/route.ts
+++ b/apps/sim/app/api/v2/custom-tools/route.ts
@@ -14,6 +14,7 @@ import {
   listWorkspaceCustomToolsUseCase,
 } from '@/lib/custom-tools/application/use-cases'
 import { toV2CustomTool } from '@/app/api/v2/custom-tools/utils'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -25,9 +26,17 @@ export const GET = defineV2JsonRoute({
   auth: v2ApiKeyAuth,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  mapInput: ({ query }) => query,
+  mapInput: ({ query }) => ({
+    ...query,
+    cursorKeys: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
+  }),
   useCase: listWorkspaceCustomToolsUseCase,
-  present: ({ tools }) => ({ data: tools.map(toV2CustomTool), nextCursor: null }),
+  present: ({ tools, nextCursorKeys, sortBy, sortOrder }) => ({
+    data: tools.map(toV2CustomTool),
+    nextCursor: nextCursorKeys
+      ? encodeSortedCursor(cursorSortKey(sortBy, sortOrder), nextCursorKeys)
+      : null,
+  }),
 })
 
 /** POST /api/v2/custom-tools — Create a custom tool. */
diff --git a/apps/sim/app/api/v2/files/[fileId]/content/route.test.ts b/apps/sim/app/api/v2/files/[fileId]/content/route.test.ts
index acef3a88a5f..db308de20b6 100644
--- a/apps/sim/app/api/v2/files/[fileId]/content/route.test.ts
+++ b/apps/sim/app/api/v2/files/[fileId]/content/route.test.ts
@@ -1,15 +1,21 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
   admit: vi.fn(),
   updateContent: vi.fn(),
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   getUserEmailsByIds: vi.fn(),
 }))
 
@@ -25,22 +31,9 @@ vi.mock('@/lib/workspace-files/application/update-workspace-file-content', () =>
   },
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({
-  v2ApiGateError: vi.fn().mockResolvedValue(null),
-}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/lib/users/queries', () => ({
   getUserEmailsByIds: mocks.getUserEmailsByIds,
@@ -94,17 +87,10 @@ const callPut = (body: unknown, contentLength?: number) =>
 describe('PUT /api/v2/files/[fileId]/content', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(auth)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2024-01-01T01:00:00Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2024-01-01T01:00:00Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.admit.mockResolvedValue(undefined)
     mocks.updateContent.mockResolvedValue({ file: record })
     mocks.getUserEmailsByIds.mockResolvedValue(new Map([['user-1', 'ada@example.com']]))
@@ -120,6 +106,15 @@ describe('PUT /api/v2/files/[fileId]/content', () => {
     expect(mocks.updateContent).not.toHaveBeenCalled()
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await callPut({ workspaceId: WORKSPACE_ID, content: 'id,name\n' })
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('validates body fields after admission', async () => {
     const response = await callPut({ workspaceId: WORKSPACE_ID })
 
@@ -159,6 +154,7 @@ describe('PUT /api/v2/files/[fileId]/content', () => {
         uploadedByEmail: 'ada@example.com',
         uploadedAt: '2024-01-01T00:00:00.000Z',
         updatedAt: '2024-01-03T00:00:00.000Z',
+        deletedAt: null,
       },
     })
     expect(mocks.updateContent).toHaveBeenCalledWith({
@@ -171,7 +167,7 @@ describe('PUT /api/v2/files/[fileId]/content', () => {
       },
       request,
     })
-    expect(mocks.checkRateLimitDirectOrThrow).toHaveBeenCalledWith(
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledWith(
       'v2:files.update_content:api-key:key-1',
       expect.anything()
     )
diff --git a/apps/sim/app/api/v2/files/[fileId]/content/route.ts b/apps/sim/app/api/v2/files/[fileId]/content/route.ts
index 48d35dd94b7..c2a64201d23 100644
--- a/apps/sim/app/api/v2/files/[fileId]/content/route.ts
+++ b/apps/sim/app/api/v2/files/[fileId]/content/route.ts
@@ -8,7 +8,6 @@ import {
 } from '@/lib/workspace-files/application/update-workspace-file-content'
 import { MAX_WORKSPACE_FILE_INLINE_BODY_BYTES } from '@/lib/workspace-files/orchestration'
 import { toV2File } from '@/app/api/v2/files/utils'
-import { v2Error } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -21,7 +20,6 @@ export const PUT = defineV2JsonRoute({
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2FileErrorPolicies.concealResourceAuthorization,
   parseOptions: {
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
     maxBodyBytes: MAX_WORKSPACE_FILE_INLINE_BODY_BYTES,
   },
   beforeParse: async ({ principal, params }) => {
diff --git a/apps/sim/app/api/v2/files/[fileId]/metadata/route.test.ts b/apps/sim/app/api/v2/files/[fileId]/metadata/route.test.ts
index 3c26fadfaad..c947dff15a9 100644
--- a/apps/sim/app/api/v2/files/[fileId]/metadata/route.test.ts
+++ b/apps/sim/app/api/v2/files/[fileId]/metadata/route.test.ts
@@ -1,14 +1,20 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
   readMetadata: vi.fn(),
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   getUserEmailsByIds: vi.fn(),
 }))
 
@@ -19,22 +25,9 @@ vi.mock('@/lib/workspace-files/application/read-workspace-file-metadata', () =>
   },
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({
-  v2ApiGateError: vi.fn().mockResolvedValue(null),
-}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/lib/users/queries', () => ({
   getUserEmailsByIds: mocks.getUserEmailsByIds,
@@ -89,17 +82,10 @@ const callGet = (query: string) =>
 describe('GET /api/v2/files/[fileId]/metadata', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(auth)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2024-01-01T01:00:00Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2024-01-01T01:00:00Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.readMetadata.mockResolvedValue({ file: buildRecord(), share: SHARE })
     mocks.getUserEmailsByIds.mockResolvedValue(new Map([['user-1', 'ada@example.com']]))
   })
@@ -108,11 +94,20 @@ describe('GET /api/v2/files/[fileId]/metadata', () => {
     const response = await callGet('')
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticateV2ApiKey).toHaveBeenCalled()
-    expect(mocks.checkRateLimitDirectOrThrow).toHaveBeenCalledTimes(2)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalled()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
     expect(mocks.readMetadata).not.toHaveBeenCalled()
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await callGet(`workspaceId=${WORKSPACE_ID}`)
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('conceals cross-workspace authorization as not found', async () => {
     mocks.readMetadata.mockRejectedValue(new NoWorkspaceAccessError())
 
@@ -137,6 +132,7 @@ describe('GET /api/v2/files/[fileId]/metadata', () => {
         uploadedByEmail: 'ada@example.com',
         uploadedAt: '2024-01-01T00:00:00.000Z',
         updatedAt: '2024-01-02T00:00:00.000Z',
+        deletedAt: null,
         share: SHARE,
       },
     })
diff --git a/apps/sim/app/api/v2/files/[fileId]/restore/route.test.ts b/apps/sim/app/api/v2/files/[fileId]/restore/route.test.ts
new file mode 100644
index 00000000000..926e0166a28
--- /dev/null
+++ b/apps/sim/app/api/v2/files/[fileId]/restore/route.test.ts
@@ -0,0 +1,156 @@
+/**
+ * @vitest-environment node
+ */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  restoreFile: vi.fn(),
+  getUserEmailsByIds: vi.fn(),
+}))
+
+vi.mock('@/lib/workspace-files/application/restore-workspace-file', () => ({
+  restoreWorkspaceFileOperation: {
+    operation: { id: 'files.restore', minimumRole: 'write', workspaceApiKey: 'allow' },
+    execute: mocks.restoreFile,
+  },
+}))
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
+
+vi.mock('@/lib/users/queries', () => ({
+  getUserEmailsByIds: mocks.getUserEmailsByIds,
+  requireResolvedUserEmail: (emails: Map<string, string>, userId: string) => emails.get(userId)!,
+}))
+
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { POST } from '@/app/api/v2/files/[fileId]/restore/route'
+
+const WORKSPACE_ID = 'workspace-1'
+const FILE_ID = 'wf_1'
+
+const auth = {
+  principal: {
+    kind: 'workspace_api_key' as const,
+    workspaceId: WORKSPACE_ID,
+    keyId: 'key-1',
+  },
+  rolloutUserId: 'billing-owner-1',
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`] as const,
+  rateLimitSubscription: null,
+  keyType: 'workspace' as const,
+}
+
+/** The post-restore record: renamed away from the taken name, back at the root. */
+const RESTORED_FILE = {
+  id: FILE_ID,
+  workspaceId: WORKSPACE_ID,
+  name: 'notes_restored.md',
+  key: `workspace/${WORKSPACE_ID}/notes.md`,
+  path: '/api/files/serve/notes.md?context=workspace',
+  size: 12,
+  type: 'text/markdown',
+  uploadedBy: 'user-1',
+  folderId: null,
+  folderPath: null,
+  deletedAt: null,
+  uploadedAt: new Date('2026-08-04T00:00:00.000Z'),
+  updatedAt: new Date('2026-08-07T00:00:00.000Z'),
+}
+
+function restoreRequest(body: unknown): NextRequest {
+  return new NextRequest(`http://localhost:3000/api/v2/files/${FILE_ID}/restore`, {
+    method: 'POST',
+    headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
+    body: JSON.stringify(body),
+  })
+}
+
+function post(body: unknown) {
+  return POST(restoreRequest(body), { params: Promise.resolve({ fileId: FILE_ID }) })
+}
+
+describe('POST /api/v2/files/[fileId]/restore', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    mocks.restoreFile.mockResolvedValue({ restored: true, file: RESTORED_FILE })
+    mocks.getUserEmailsByIds.mockResolvedValue(new Map([['user-1', 'ada@example.com']]))
+  })
+
+  it('returns the post-restore record so the caller sees the new name and root placement', async () => {
+    const response = await post({ workspaceId: WORKSPACE_ID })
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({
+      data: {
+        id: FILE_ID,
+        name: 'notes_restored.md',
+        size: 12,
+        type: 'text/markdown',
+        key: RESTORED_FILE.key,
+        folderPath: '/',
+        uploadedByEmail: 'ada@example.com',
+        uploadedAt: '2026-08-04T00:00:00.000Z',
+        updatedAt: '2026-08-07T00:00:00.000Z',
+        deletedAt: null,
+      },
+    })
+    expect(mocks.restoreFile).toHaveBeenCalledWith({
+      principal: auth.principal,
+      input: { fileId: FILE_ID, assertedWorkspaceId: WORKSPACE_ID },
+      request: expect.anything(),
+    })
+  })
+
+  it('conceals a file in another workspace as 404 rather than confirming it exists', async () => {
+    mocks.restoreFile.mockRejectedValueOnce(new OrchestrationError('not_found', 'File not found'))
+
+    const response = await post({ workspaceId: WORKSPACE_ID })
+
+    expect(response.status).toBe(404)
+    expect((await response.json()).error).toMatchObject({
+      code: 'NOT_FOUND',
+      message: 'File not found',
+    })
+  })
+
+  it('rejects an unknown body key instead of ignoring it', async () => {
+    const response = await post({ workspaceId: WORKSPACE_ID, folderPath: '/Engineering' })
+
+    expect(response.status).toBe(400)
+    expect(mocks.restoreFile).not.toHaveBeenCalled()
+  })
+
+  it('authenticates and charges before validating the body', async () => {
+    const response = await post({})
+
+    expect(response.status).toBe(400)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalled()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
+    expect(mocks.restoreFile).not.toHaveBeenCalled()
+  })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await post({ workspaceId: WORKSPACE_ID })
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+})
diff --git a/apps/sim/app/api/v2/files/[fileId]/restore/route.ts b/apps/sim/app/api/v2/files/[fileId]/restore/route.ts
new file mode 100644
index 00000000000..050a49e0ccf
--- /dev/null
+++ b/apps/sim/app/api/v2/files/[fileId]/restore/route.ts
@@ -0,0 +1,35 @@
+import { v2RestoreFileContract } from '@/lib/api/contracts/v2/files'
+import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
+import { v2FileErrorPolicies } from '@/lib/workspace-files/api'
+import { fileOperations } from '@/lib/workspace-files/application/operations'
+import { restoreWorkspaceFileOperation } from '@/lib/workspace-files/application/restore-workspace-file'
+import { toV2File } from '@/app/api/v2/files/utils'
+
+export const dynamic = 'force-dynamic'
+export const revalidate = 0
+
+/**
+ * POST /api/v2/files/[fileId]/restore — Bring an archived file back.
+ *
+ * `DELETE /api/v2/files/[fileId]` is a soft delete; this reverses it. Find the
+ * ids to pass here with `GET /api/v2/files?scope=archived`.
+ *
+ * Restore is not a pure undo: the file returns to the workspace root regardless
+ * of the folder it was deleted from, and it is renamed when its original name
+ * is no longer free. The response is therefore the post-restore record, not the
+ * one the caller deleted. Restoring an already-active file is a no-op that
+ * returns that file, so a retried request is safe.
+ */
+export const POST = defineV2JsonRoute({
+  contract: v2RestoreFileContract,
+  auth: v2ApiKeyAuth,
+  operation: fileOperations.restore,
+  rateLimit: v2RateLimits.publicApi,
+  errorPolicy: v2FileErrorPolicies.concealResourceAuthorization,
+  mapInput: ({ params, body }) => ({
+    fileId: params.fileId,
+    assertedWorkspaceId: body.workspaceId,
+  }),
+  useCase: restoreWorkspaceFileOperation,
+  present: async ({ file }) => ({ data: await toV2File(file) }),
+})
diff --git a/apps/sim/app/api/v2/files/[fileId]/route.test.ts b/apps/sim/app/api/v2/files/[fileId]/route.test.ts
index a63dbb5c50a..d4405e2afd0 100644
--- a/apps/sim/app/api/v2/files/[fileId]/route.test.ts
+++ b/apps/sim/app/api/v2/files/[fileId]/route.test.ts
@@ -1,6 +1,15 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -8,9 +17,6 @@ const mocks = vi.hoisted(() => ({
   download: vi.fn(),
   rename: vi.fn(),
   deleteFile: vi.fn(),
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   getUserEmailsByIds: vi.fn(),
 }))
 
@@ -35,20 +41,9 @@ vi.mock('@/lib/workspace-files/application/delete-workspace-file', () => ({
   },
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: vi.fn().mockResolvedValue(null) }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/lib/users/queries', () => ({
   getUserEmailsByIds: mocks.getUserEmailsByIds,
@@ -97,17 +92,10 @@ function fileRecord(overrides: Record<string, unknown> = {}) {
 describe('v2 single-file routes', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(auth)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2024-01-01T01:00:00Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2024-01-01T01:00:00Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.download.mockResolvedValue({
       file: fileRecord(),
       stream: new Blob(['id,name\n']).stream(),
@@ -141,6 +129,18 @@ describe('v2 single-file routes', () => {
     })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest(`http://localhost:3000/api/v2/files/${FILE_ID}?workspaceId=${WORKSPACE_ID}`),
+      context
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('encodes special characters in the extended download filename', async () => {
     mocks.download.mockResolvedValueOnce({
       file: fileRecord({ name: "it's (final)* café.pdf" }),
@@ -226,7 +226,11 @@ describe('v2 single-file routes', () => {
 
     expect(response.status).toBe(403)
     expect(await response.json()).toEqual({
-      error: { code: 'FORBIDDEN', message: 'Insufficient workspace permissions' },
+      error: {
+        code: 'FORBIDDEN',
+        message: 'Insufficient workspace permissions',
+        details: { code: 'INSUFFICIENT_WORKSPACE_ROLE' },
+      },
     })
   })
 
diff --git a/apps/sim/app/api/v2/files/[fileId]/share/route.test.ts b/apps/sim/app/api/v2/files/[fileId]/share/route.test.ts
index 42d6c30a8a2..7d33f8c91f9 100644
--- a/apps/sim/app/api/v2/files/[fileId]/share/route.test.ts
+++ b/apps/sim/app/api/v2/files/[fileId]/share/route.test.ts
@@ -1,46 +1,26 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mocks, MockV2ApiKeyUnauthenticatedError } = vi.hoisted(() => {
-  class MockV2ApiKeyUnauthenticatedError extends Error {
-    constructor(message = 'Invalid API key') {
-      super(message)
-      this.name = 'V2ApiKeyUnauthenticatedError'
-    }
-  }
-
-  return {
-    mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
-      getShare: vi.fn(),
-      updateShare: vi.fn(),
-    },
-    MockV2ApiKeyUnauthenticatedError,
-  }
-})
-
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: MockV2ApiKeyUnauthenticatedError,
+const mocks = vi.hoisted(() => ({
+  getShare: vi.fn(),
+  updateShare: vi.fn(),
 }))
 
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: vi.fn().mockReturnValue({
-    maxTokens: 100,
-    refillRate: 100,
-    refillIntervalMs: 60_000,
-  }),
-}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/lib/api/server/rate-limit-context', () => ({
   recordRateLimitSnapshot: vi.fn(),
@@ -52,8 +32,6 @@ vi.mock('@/lib/core/utils/request', () => ({
   getClientIp: vi.fn().mockReturnValue('127.0.0.1'),
 }))
 
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
-
 vi.mock('@/lib/workspace-files/application/share-workspace-file', () => ({
   getWorkspaceFileShare: {
     operation: { id: 'files.share.read', minimumRole: 'read', workspaceApiKey: 'allow' },
@@ -67,6 +45,7 @@ vi.mock('@/lib/workspace-files/application/share-workspace-file', () => ({
 
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { GET, PATCH } from '@/app/api/v2/files/[fileId]/share/route'
+import { v2Error } from '@/app/api/v2/lib/response'
 
 const WORKSPACE_ID = 'workspace-1'
 const FILE_ID = 'wf_1'
@@ -74,16 +53,16 @@ const PRINCIPAL = { kind: 'workspace_api_key' as const, workspaceId: WORKSPACE_I
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: ['workspace:workspace-1'] as const,
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`] as const,
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE_LIMIT_OK = {
-  allowed: true,
+const RATE_LIMIT_DENIED = {
+  allowed: false,
   limit: 100,
-  remaining: 99,
+  remaining: 0,
   resetAt: new Date('2024-01-01T01:00:00Z'),
-  retryAfterMs: 0,
+  retryAfterMs: 1000,
 }
 const SHARE = {
   id: 'shr_1',
@@ -121,15 +100,15 @@ function callPatch(body: unknown) {
 describe('GET /api/v2/files/[fileId]/share', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.operationRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.gate.mockResolvedValue(null)
     mocks.getShare.mockResolvedValue({ share: SHARE })
   })
 
   it('authenticates and rate-limits before parsing or executing', async () => {
-    mocks.authenticate.mockRejectedValueOnce(
+    v2RouteMocks.authenticate.mockRejectedValueOnce(
       new MockV2ApiKeyUnauthenticatedError('API key required')
     )
 
@@ -137,12 +116,11 @@ describe('GET /api/v2/files/[fileId]/share', () => {
 
     expect(response.status).toBe(401)
     expect(mocks.getShare).not.toHaveBeenCalled()
-    expect(mocks.operationRate).not.toHaveBeenCalled()
+    expect(v2RouteMocks.operationRate).not.toHaveBeenCalled()
   })
 
   it('returns 404 when the v2 API surface flag is off', async () => {
-    const { v2Error } = await import('@/app/api/v2/lib/response')
-    mocks.gate.mockResolvedValueOnce(v2Error('NOT_FOUND', 'Not found'))
+    v2RouteMocks.gate.mockResolvedValueOnce(v2Error('NOT_FOUND', 'Not found'))
 
     const response = await callGet()
 
@@ -180,7 +158,7 @@ describe('GET /api/v2/files/[fileId]/share', () => {
   })
 
   it('returns the rate-limit response when denied', async () => {
-    mocks.operationRate.mockResolvedValueOnce({ ...RATE_LIMIT_OK, allowed: false, remaining: 0 })
+    v2RouteMocks.operationRate.mockResolvedValueOnce(RATE_LIMIT_DENIED)
 
     const response = await callGet()
 
@@ -193,10 +171,10 @@ describe('GET /api/v2/files/[fileId]/share', () => {
 describe('PATCH /api/v2/files/[fileId]/share', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.operationRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.gate.mockResolvedValue(null)
     mocks.updateShare.mockResolvedValue({ share: SHARE })
   })
 
@@ -261,7 +239,7 @@ describe('PATCH /api/v2/files/[fileId]/share', () => {
   })
 
   it('returns the rate-limit response when denied', async () => {
-    mocks.operationRate.mockResolvedValueOnce({ ...RATE_LIMIT_OK, allowed: false, remaining: 0 })
+    v2RouteMocks.operationRate.mockResolvedValueOnce(RATE_LIMIT_DENIED)
 
     const response = await callPatch({ workspaceId: WORKSPACE_ID, isActive: true })
 
diff --git a/apps/sim/app/api/v2/files/bulk-delete/route.test.ts b/apps/sim/app/api/v2/files/bulk-delete/route.test.ts
index a66f490f6c2..01206253399 100644
--- a/apps/sim/app/api/v2/files/bulk-delete/route.test.ts
+++ b/apps/sim/app/api/v2/files/bulk-delete/route.test.ts
@@ -1,35 +1,25 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockPreauth, mockOperationRate, mockGate, mockExecute } = vi.hoisted(() => ({
-  mockPreauth: vi.fn(),
-  mockOperationRate: vi.fn(),
-  mockGate: vi.fn(),
+const { mockExecute } = vi.hoisted(() => ({
   mockExecute: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: vi.fn().mockResolvedValue({
-    principal: { kind: 'workspace_api_key', workspaceId: 'workspace-1', keyId: 'key-1' },
-    rolloutUserId: 'owner-1',
-    rateLimitSubjectIds: ['workspace:workspace-1'],
-    rateLimitSubscription: null,
-    keyType: 'workspace',
-  }),
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mockPreauth
-    checkRateLimitDirectOrThrow = mockOperationRate
-  },
-  getRateLimit: vi
-    .fn()
-    .mockReturnValue({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/api/server/rate-limit-context', () => ({
   recordRateLimitSnapshot: vi.fn(),
   getRateLimitHeaders: vi.fn().mockReturnValue(null),
@@ -38,7 +28,6 @@ vi.mock('@/lib/core/utils/request', () => ({
   generateRequestId: vi.fn().mockReturnValue('request-1'),
   getClientIp: vi.fn().mockReturnValue('127.0.0.1'),
 }))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mockGate }))
 vi.mock('@/lib/workspace-files/application/archive-workspace-file-items', () => ({
   archiveWorkspaceFileItemsOperation: {
     operation: { id: 'files.delete', minimumRole: 'write', workspaceApiKey: 'allow' },
@@ -46,13 +35,22 @@ vi.mock('@/lib/workspace-files/application/archive-workspace-file-items', () =>
   },
 }))
 
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { POST } from '@/app/api/v2/files/bulk-delete/route'
+import { v2Error } from '@/app/api/v2/lib/response'
 
 const WS = 'workspace-1'
-const RATE_LIMIT_OK = {
-  allowed: true,
+const AUTH = {
+  principal: { kind: 'workspace_api_key' as const, workspaceId: WS, keyId: 'key-1' },
+  rolloutUserId: 'owner-1',
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WS}`] as const,
+  rateLimitSubscription: null,
+  keyType: 'workspace' as const,
+}
+const RATE_LIMIT_DENIED = {
+  allowed: false,
   limit: 100,
-  remaining: 99,
+  remaining: 0,
   resetAt: new Date('2024-01-01T01:00:00Z'),
   retryAfterMs: 0,
 }
@@ -69,15 +67,15 @@ const callDelete = (body: unknown) =>
 describe('POST /api/v2/files/bulk-delete', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mockPreauth.mockResolvedValue(RATE_LIMIT_OK)
-    mockOperationRate.mockResolvedValue(RATE_LIMIT_OK)
-    mockGate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mockExecute.mockResolvedValue({ deletedItems: { files: 3, folders: 0 } })
   })
 
   it('returns 404 when the v2 API surface flag is off', async () => {
-    const { v2Error } = await import('@/app/api/v2/lib/response')
-    mockGate.mockResolvedValueOnce(v2Error('NOT_FOUND', 'Not found'))
+    v2RouteMocks.gate.mockResolvedValueOnce(v2Error('NOT_FOUND', 'Not found'))
     const res = await callDelete({ workspaceId: WS, fileIds: ['wf_1'] })
     expect(res.status).toBe(404)
     expect(mockExecute).not.toHaveBeenCalled()
@@ -91,19 +89,26 @@ describe('POST /api/v2/files/bulk-delete', () => {
   })
 
   it('surfaces a forbidden collection operation', async () => {
-    const { OrchestrationError } = await import('@/lib/core/orchestration/types')
     mockExecute.mockRejectedValue(new OrchestrationError('forbidden', 'Access denied'))
     const res = await callDelete({ workspaceId: WS, fileIds: ['wf_1'] })
     expect(res.status).toBe(403)
   })
 
   it('returns the rate-limit response when denied', async () => {
-    mockPreauth.mockResolvedValue({ ...RATE_LIMIT_OK, allowed: false, remaining: 0 })
+    v2RouteMocks.preauthRate.mockResolvedValue(RATE_LIMIT_DENIED)
     const res = await callDelete({ workspaceId: WS, fileIds: ['wf_1'] })
     expect(res.status).toBe(429)
     expect((await res.json()).error.code).toBe('RATE_LIMITED')
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+    const res = await callDelete({ workspaceId: WS, fileIds: ['wf_1'] })
+    expect(res.status).toBe(401)
+    expect((await res.json()).error.code).toBe('UNAUTHORIZED')
+    expect(mockExecute).not.toHaveBeenCalled()
+  })
+
   it('deletes the selection and reports the file count', async () => {
     const res = await callDelete({ workspaceId: WS, fileIds: ['wf_1'] })
     expect(res.status).toBe(200)
@@ -114,7 +119,6 @@ describe('POST /api/v2/files/bulk-delete', () => {
   })
 
   it('maps a not-found failure to 404', async () => {
-    const { OrchestrationError } = await import('@/lib/core/orchestration/types')
     mockExecute.mockRejectedValue(new OrchestrationError('not_found', 'File not found'))
     const res = await callDelete({ workspaceId: WS, fileIds: ['wf_missing'] })
     expect(res.status).toBe(404)
diff --git a/apps/sim/app/api/v2/files/folders/route.test.ts b/apps/sim/app/api/v2/files/folders/route.test.ts
index 50dd9b0c98c..bbdf3ffdf82 100644
--- a/apps/sim/app/api/v2/files/folders/route.test.ts
+++ b/apps/sim/app/api/v2/files/folders/route.test.ts
@@ -1,41 +1,28 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mocks, MockV2ApiKeyUnauthenticatedError } = vi.hoisted(() => {
-  class MockV2ApiKeyUnauthenticatedError extends Error {}
-  return {
-    mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
-      listFolders: vi.fn(),
-      createFolder: vi.fn(),
-      updateFolder: vi.fn(),
-      deleteFolder: vi.fn(),
-    },
-    MockV2ApiKeyUnauthenticatedError,
-  }
-})
-
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: MockV2ApiKeyUnauthenticatedError,
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: vi.fn().mockReturnValue({
-    maxTokens: 100,
-    refillRate: 100,
-    refillIntervalMs: 60_000,
-  }),
+const mocks = vi.hoisted(() => ({
+  listFolders: vi.fn(),
+  createFolder: vi.fn(),
+  updateFolder: vi.fn(),
+  deleteFolder: vi.fn(),
 }))
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/api/server/rate-limit-context', () => ({
   recordRateLimitSnapshot: vi.fn(),
   getRateLimitHeaders: vi.fn().mockReturnValue(null),
@@ -44,7 +31,6 @@ vi.mock('@/lib/core/utils/request', () => ({
   generateRequestId: vi.fn().mockReturnValue('request-1'),
   getClientIp: vi.fn().mockReturnValue('127.0.0.1'),
 }))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
 vi.mock('@/lib/workspace-files/application/workspace-file-folders', () => ({
   listWorkspaceFileFoldersOperation: {
     operation: { id: 'files.folders.list', minimumRole: 'read', workspaceApiKey: 'allow' },
@@ -75,17 +61,10 @@ const PRINCIPAL = { kind: 'workspace_api_key' as const, workspaceId: WORKSPACE_I
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: ['workspace:workspace-1'] as const,
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`] as const,
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE_LIMIT_OK = {
-  allowed: true,
-  limit: 100,
-  remaining: 99,
-  resetAt: new Date('2024-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 const folder = {
   id: 'folder-1',
   workspaceId: WORKSPACE_ID,
@@ -114,10 +93,10 @@ function request(method: 'GET' | 'POST' | 'PATCH' | 'DELETE', url: string, body?
 describe('/api/v2/files/folders', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.operationRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.listFolders.mockResolvedValue({ folders: [folder] })
     mocks.createFolder.mockResolvedValue({ folder })
     mocks.updateFolder.mockResolvedValue({ folder })
@@ -294,11 +273,12 @@ describe('/api/v2/files/folders', () => {
   })
 
   it('authenticates before parsing folder input', async () => {
-    mocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
 
     const response = await POST(request('POST', '/api/v2/files/folders', {}), context)
 
     expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
     expect(mocks.createFolder).not.toHaveBeenCalled()
   })
 })
diff --git a/apps/sim/app/api/v2/files/move/route.test.ts b/apps/sim/app/api/v2/files/move/route.test.ts
index a311ffcb614..9f8d95138f4 100644
--- a/apps/sim/app/api/v2/files/move/route.test.ts
+++ b/apps/sim/app/api/v2/files/move/route.test.ts
@@ -1,35 +1,25 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockPreauth, mockOperationRate, mockGate, mockExecute } = vi.hoisted(() => ({
-  mockPreauth: vi.fn(),
-  mockOperationRate: vi.fn(),
-  mockGate: vi.fn(),
+const { mockExecute } = vi.hoisted(() => ({
   mockExecute: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: vi.fn().mockResolvedValue({
-    principal: { kind: 'workspace_api_key', workspaceId: 'workspace-1', keyId: 'key-1' },
-    rolloutUserId: 'owner-1',
-    rateLimitSubjectIds: ['workspace:workspace-1'],
-    rateLimitSubscription: null,
-    keyType: 'workspace',
-  }),
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mockPreauth
-    checkRateLimitDirectOrThrow = mockOperationRate
-  },
-  getRateLimit: vi
-    .fn()
-    .mockReturnValue({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/api/server/rate-limit-context', () => ({
   recordRateLimitSnapshot: vi.fn(),
   getRateLimitHeaders: vi.fn().mockReturnValue(null),
@@ -38,7 +28,6 @@ vi.mock('@/lib/core/utils/request', () => ({
   generateRequestId: vi.fn().mockReturnValue('request-1'),
   getClientIp: vi.fn().mockReturnValue('127.0.0.1'),
 }))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mockGate }))
 vi.mock('@/lib/workspace-files/application/move-workspace-file-items', () => ({
   moveWorkspaceFileItemsOperation: {
     operation: { id: 'files.move', minimumRole: 'write', workspaceApiKey: 'allow' },
@@ -46,18 +35,26 @@ vi.mock('@/lib/workspace-files/application/move-workspace-file-items', () => ({
   },
 }))
 
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { WorkspaceFileMoveConflictError } from '@/lib/uploads/contexts/workspace/workspace-file-folder-manager'
 import { POST } from '@/app/api/v2/files/move/route'
+import { v2Error } from '@/app/api/v2/lib/response'
 
 const WS = 'workspace-1'
-const RATE_LIMIT_OK = {
-  allowed: true,
+const auth = {
+  principal: { kind: 'workspace_api_key' as const, workspaceId: WS, keyId: 'key-1' },
+  rolloutUserId: 'owner-1',
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WS}`] as const,
+  rateLimitSubscription: null,
+  keyType: 'workspace' as const,
+}
+const RATE_LIMIT_DENIED = {
+  allowed: false,
   limit: 100,
-  remaining: 99,
+  remaining: 0,
   resetAt: new Date('2024-01-01T01:00:00Z'),
-  retryAfterMs: 0,
+  retryAfterMs: 1000,
 }
-const RATE_LIMIT_DENIED = { ...RATE_LIMIT_OK, allowed: false, remaining: 0, retryAfterMs: 1000 }
 
 const callMove = (body: unknown) =>
   POST(
@@ -71,15 +68,22 @@ const callMove = (body: unknown) =>
 describe('POST /api/v2/files/move', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mockPreauth.mockResolvedValue(RATE_LIMIT_OK)
-    mockOperationRate.mockResolvedValue(RATE_LIMIT_OK)
-    mockGate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mockExecute.mockResolvedValue({ movedItems: { files: 2, folders: 0 } })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+    const res = await callMove({ workspaceId: WS, fileIds: ['wf_1'] })
+    expect(res.status).toBe(401)
+    expect((await res.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('returns 404 when the v2 API surface flag is off', async () => {
-    const { v2Error } = await import('@/app/api/v2/lib/response')
-    mockGate.mockResolvedValueOnce(v2Error('NOT_FOUND', 'Not found'))
+    v2RouteMocks.gate.mockResolvedValueOnce(v2Error('NOT_FOUND', 'Not found'))
     const res = await callMove({ workspaceId: WS, fileIds: ['wf_1'] })
     expect(res.status).toBe(404)
     expect(mockExecute).not.toHaveBeenCalled()
@@ -93,7 +97,6 @@ describe('POST /api/v2/files/move', () => {
   })
 
   it('surfaces a forbidden collection operation', async () => {
-    const { OrchestrationError } = await import('@/lib/core/orchestration/types')
     mockExecute.mockRejectedValue(new OrchestrationError('forbidden', 'Access denied'))
     const res = await callMove({ workspaceId: WS, fileIds: ['wf_1'] })
     expect(res.status).toBe(403)
@@ -101,7 +104,7 @@ describe('POST /api/v2/files/move', () => {
   })
 
   it('returns the rate-limit response when denied', async () => {
-    mockPreauth.mockResolvedValue(RATE_LIMIT_DENIED)
+    v2RouteMocks.preauthRate.mockResolvedValue(RATE_LIMIT_DENIED)
     const res = await callMove({ workspaceId: WS, fileIds: ['wf_1'] })
     expect(res.status).toBe(429)
     expect((await res.json()).error.code).toBe('RATE_LIMITED')
diff --git a/apps/sim/app/api/v2/files/route.test.ts b/apps/sim/app/api/v2/files/route.test.ts
index 8d62db0876c..242bfbf5aa4 100644
--- a/apps/sim/app/api/v2/files/route.test.ts
+++ b/apps/sim/app/api/v2/files/route.test.ts
@@ -1,17 +1,22 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   createFile: vi.fn(),
   queryFiles: vi.fn(),
   getUserEmailsByIds: vi.fn(),
-  gate: vi.fn(),
 }))
 
 vi.mock('@/lib/workspace-files/application/create-workspace-file', () => ({
@@ -28,20 +33,9 @@ vi.mock('@/lib/workspace-files/application/list-workspace-files', () => ({
   },
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/lib/users/queries', () => ({
   getUserEmailsByIds: mocks.getUserEmailsByIds,
@@ -89,18 +83,10 @@ function createRequest(body: unknown): NextRequest {
 describe('/api/v2/files', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(auth)
-    mocks.gate.mockResolvedValue(null)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-04T01:00:00.000Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-04T01:00:00.000Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.queryFiles.mockResolvedValue({
       files: [FILE],
       nextKeys: undefined,
@@ -114,11 +100,22 @@ describe('/api/v2/files', () => {
     const response = await GET(new NextRequest('http://localhost:3000/api/v2/files'))
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticateV2ApiKey).toHaveBeenCalled()
-    expect(mocks.checkRateLimitDirectOrThrow).toHaveBeenCalledTimes(2)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalled()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
     expect(mocks.queryFiles).not.toHaveBeenCalled()
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest(`http://localhost:3000/api/v2/files?workspaceId=${WORKSPACE_ID}`)
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('lists through the shared use case and v2 presenter', async () => {
     const request = new NextRequest(
       `http://localhost:3000/api/v2/files?workspaceId=${WORKSPACE_ID}&sortBy=name`
@@ -138,6 +135,7 @@ describe('/api/v2/files', () => {
           uploadedByEmail: 'ada@example.com',
           uploadedAt: '2026-08-04T00:00:00.000Z',
           updatedAt: '2026-08-05T00:00:00.000Z',
+          deletedAt: null,
         },
       ],
       nextCursor: null,
@@ -146,6 +144,7 @@ describe('/api/v2/files', () => {
       principal: auth.principal,
       input: expect.objectContaining({
         workspaceId: WORKSPACE_ID,
+        scope: 'active',
         sortBy: 'name',
         sortOrder: 'asc',
         limit: 100,
@@ -154,6 +153,36 @@ describe('/api/v2/files', () => {
     })
   })
 
+  it('pages the archived set and dates each soft delete when asked for it', async () => {
+    mocks.queryFiles.mockResolvedValueOnce({
+      files: [{ ...FILE, deletedAt: new Date('2026-08-06T00:00:00.000Z') }],
+      nextKeys: undefined,
+      cursorSort: 'uploadedAt:asc',
+    })
+    const response = await GET(
+      new NextRequest(
+        `http://localhost:3000/api/v2/files?workspaceId=${WORKSPACE_ID}&scope=archived`
+      )
+    )
+
+    expect(response.status).toBe(200)
+    expect((await response.json()).data[0].deletedAt).toBe('2026-08-06T00:00:00.000Z')
+    expect(mocks.queryFiles).toHaveBeenCalledWith({
+      principal: auth.principal,
+      input: expect.objectContaining({ scope: 'archived' }),
+      request: expect.anything(),
+    })
+  })
+
+  it('rejects an unimplemented scope instead of silently listing the active set', async () => {
+    const response = await GET(
+      new NextRequest(`http://localhost:3000/api/v2/files?workspaceId=${WORKSPACE_ID}&scope=all`)
+    )
+
+    expect(response.status).toBe(400)
+    expect(mocks.queryFiles).not.toHaveBeenCalled()
+  })
+
   it('preserves escaped slashes in the containing folder path', async () => {
     mocks.queryFiles.mockResolvedValueOnce({
       files: [{ ...FILE, folderId: 'folder-1', folderPath: 'Finance\\/Legal' }],
@@ -216,8 +245,8 @@ describe('/api/v2/files', () => {
     )
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticateV2ApiKey).toHaveBeenCalled()
-    expect(mocks.checkRateLimitDirectOrThrow).toHaveBeenCalledTimes(2)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalled()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
     expect(mocks.createFile).not.toHaveBeenCalled()
   })
 
diff --git a/apps/sim/app/api/v2/files/route.ts b/apps/sim/app/api/v2/files/route.ts
index 9b905ca9342..8a5a20ceee7 100644
--- a/apps/sim/app/api/v2/files/route.ts
+++ b/apps/sim/app/api/v2/files/route.ts
@@ -3,9 +3,7 @@ import {
   v2CreateFileContract,
   v2ListFilesContract,
 } from '@/lib/api/contracts/v2/files'
-import { INVALID_CURSOR_MESSAGE } from '@/lib/api/list-query'
 import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
-import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { getFileExtension, getMimeTypeFromExtension } from '@/lib/uploads/utils/file-utils'
 import { v2FileErrorPolicies } from '@/lib/workspace-files/api'
 import { createWorkspaceFile } from '@/lib/workspace-files/application/create-workspace-file'
@@ -13,12 +11,7 @@ import { queryWorkspaceFilePage } from '@/lib/workspace-files/application/list-w
 import { fileOperations } from '@/lib/workspace-files/application/operations'
 import { MAX_WORKSPACE_FILE_INLINE_BODY_BYTES } from '@/lib/workspace-files/orchestration'
 import { toV2File, toV2Files } from '@/app/api/v2/files/utils'
-import {
-  cursorSortKey,
-  decodeSortedCursor,
-  encodeSortedCursor,
-  v2Error,
-} from '@/app/api/v2/lib/response'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -30,23 +23,17 @@ export const GET = defineV2JsonRoute({
   operation: fileOperations.list,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2FileErrorPolicies.default,
-  mapInput: ({ query }) => {
-    const cursorSort = cursorSortKey(query.sortBy, query.sortOrder)
-    const decoded = decodeSortedCursor(query.cursor, cursorSort)
-    if (decoded.status === 'invalid') {
-      throw new OrchestrationError('validation', INVALID_CURSOR_MESSAGE)
-    }
-    return {
-      workspaceId: query.workspaceId,
-      folderPath: query.folderPath,
-      search: query.search,
-      sortBy: query.sortBy,
-      sortOrder: query.sortOrder,
-      limit: query.limit,
-      after: decoded.status === 'ok' ? decoded.keys : undefined,
-      cursorSort,
-    }
-  },
+  mapInput: ({ query }) => ({
+    workspaceId: query.workspaceId,
+    scope: query.scope,
+    folderPath: query.folderPath,
+    search: query.search,
+    sortBy: query.sortBy,
+    sortOrder: query.sortOrder,
+    limit: query.limit,
+    after: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
+    cursorSort: cursorSortKey(query.sortBy, query.sortOrder),
+  }),
   useCase: queryWorkspaceFilePage,
   present: async ({ files, nextKeys, cursorSort }) => {
     const items: V2File[] = await toV2Files(files)
@@ -62,7 +49,6 @@ export const POST = defineV2JsonRoute({
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2FileErrorPolicies.default,
   parseOptions: {
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
     maxBodyBytes: MAX_WORKSPACE_FILE_INLINE_BODY_BYTES,
   },
   mapInput: ({ body }) => ({
diff --git a/apps/sim/app/api/v2/files/uploads/[uploadId]/route.test.ts b/apps/sim/app/api/v2/files/uploads/[uploadId]/route.test.ts
index 8df882b0064..193aeee9c65 100644
--- a/apps/sim/app/api/v2/files/uploads/[uploadId]/route.test.ts
+++ b/apps/sim/app/api/v2/files/uploads/[uploadId]/route.test.ts
@@ -1,14 +1,20 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
   abort: vi.fn(),
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
 }))
 
 vi.mock('@/lib/uploads/upload-session/application', () => ({
@@ -18,20 +24,9 @@ vi.mock('@/lib/uploads/upload-session/application', () => ({
   },
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: vi.fn().mockResolvedValue(null) }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/app/api/v2/files/uploads/utils', () => ({
   toV2FileUpload: vi.fn(async () => ({
@@ -78,17 +73,10 @@ function abortRequest() {
 describe('DELETE /api/v2/files/uploads/[uploadId]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(AUTH)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-04T21:00:00.000Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-04T21:00:00.000Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.abort.mockResolvedValue({ id: UPLOAD_ID })
   })
 
@@ -99,6 +87,16 @@ describe('DELETE /api/v2/files/uploads/[uploadId]', () => {
     expect(await response.json()).toMatchObject({ data: { id: UPLOAD_ID, status: 'aborted' } })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await DELETE(abortRequest(), context)
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+    expect(mocks.abort).not.toHaveBeenCalled()
+  })
+
   it('conceals a cross-tenant reach as a missing upload session', async () => {
     mocks.abort.mockRejectedValueOnce(new NoWorkspaceAccessError())
 
@@ -130,7 +128,11 @@ describe('DELETE /api/v2/files/uploads/[uploadId]', () => {
 
     expect(response.status).toBe(403)
     expect(await response.json()).toEqual({
-      error: { code: 'FORBIDDEN', message: 'Insufficient workspace permissions' },
+      error: {
+        code: 'FORBIDDEN',
+        message: 'Insufficient workspace permissions',
+        details: { code: 'INSUFFICIENT_WORKSPACE_ROLE' },
+      },
     })
   })
 })
diff --git a/apps/sim/app/api/v2/files/uploads/route.test.ts b/apps/sim/app/api/v2/files/uploads/route.test.ts
index cfc19a29766..f1b6df19ad9 100644
--- a/apps/sim/app/api/v2/files/uploads/route.test.ts
+++ b/apps/sim/app/api/v2/files/uploads/route.test.ts
@@ -1,15 +1,20 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   createUpload: vi.fn(),
-  gate: vi.fn(),
 }))
 
 vi.mock('@/lib/uploads/upload-session/application', () => ({
@@ -19,20 +24,9 @@ vi.mock('@/lib/uploads/upload-session/application', () => ({
   },
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/app/api/v2/files/uploads/utils', () => ({
   toV2FileUpload: vi.fn(async () => ({
@@ -86,18 +80,10 @@ function request(body: Record<string, unknown>) {
 describe('POST /api/v2/files/uploads', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(AUTH)
-    mocks.gate.mockResolvedValue(null)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-04T21:00:00.000Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-04T21:00:00.000Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.createUpload.mockResolvedValue(UPLOAD_SESSION)
   })
 
@@ -139,8 +125,23 @@ describe('POST /api/v2/files/uploads', () => {
     const response = await request({ workspaceId: WORKSPACE_ID }).response
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticateV2ApiKey).toHaveBeenCalledTimes(1)
-    expect(mocks.checkRateLimitDirectOrThrow).toHaveBeenCalledTimes(2)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalledTimes(1)
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
+    expect(mocks.createUpload).not.toHaveBeenCalled()
+  })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await request({
+      workspaceId: WORKSPACE_ID,
+      name: 'file.csv',
+      contentType: 'text/csv',
+      size: 10,
+    }).response
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
     expect(mocks.createUpload).not.toHaveBeenCalled()
   })
 
@@ -152,7 +153,7 @@ describe('POST /api/v2/files/uploads', () => {
       size: 0,
     }).response
 
-    expect(mocks.authenticateV2ApiKey).toHaveBeenCalledTimes(1)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalledTimes(1)
     expect(mocks.createUpload).toHaveBeenCalledWith(
       expect.objectContaining({ principal: PRINCIPAL })
     )
diff --git a/apps/sim/app/api/v2/files/utils.ts b/apps/sim/app/api/v2/files/utils.ts
index d21514036e4..bff1477af38 100644
--- a/apps/sim/app/api/v2/files/utils.ts
+++ b/apps/sim/app/api/v2/files/utils.ts
@@ -30,6 +30,7 @@ function serializeV2File(record: WorkspaceFileRecord, uploadedByEmail: string):
     uploadedByEmail,
     uploadedAt: record.uploadedAt.toISOString(),
     updatedAt: record.updatedAt.toISOString(),
+    deletedAt: record.deletedAt?.toISOString() ?? null,
   }
 }
 
diff --git a/apps/sim/app/api/v2/knowledge/[id]/documents/[documentId]/route.test.ts b/apps/sim/app/api/v2/knowledge/[id]/documents/[documentId]/route.test.ts
new file mode 100644
index 00000000000..272d20c5f52
--- /dev/null
+++ b/apps/sim/app/api/v2/knowledge/[id]/documents/[documentId]/route.test.ts
@@ -0,0 +1,252 @@
+/**
+ * @vitest-environment node
+ */
+import {
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockReadDocument, mockUpdateDocument, mockDeleteDocument, mockCapture } = vi.hoisted(
+  () => ({
+    mockReadDocument: vi.fn(),
+    mockUpdateDocument: vi.fn(),
+    mockDeleteDocument: vi.fn(),
+    mockCapture: vi.fn(),
+  })
+)
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
+
+vi.mock('@/lib/knowledge/application/documents', () => ({
+  readKnowledgeDocument: {
+    operation: { id: 'knowledge.documents.read' },
+    execute: mockReadDocument,
+  },
+  updateKnowledgeDocument: {
+    operation: { id: 'knowledge.documents.update' },
+    execute: mockUpdateDocument,
+  },
+  deleteKnowledgeDocument: {
+    operation: { id: 'knowledge.documents.delete' },
+    execute: mockDeleteDocument,
+  },
+}))
+
+vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: mockCapture }))
+
+import { GET, PATCH } from '@/app/api/v2/knowledge/[id]/documents/[documentId]/route'
+
+const WORKSPACE_ID = 'workspace-1'
+const PRINCIPAL = { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-1' } as const
+const UPLOADED_AT = new Date('2025-06-18T16:45:00Z')
+
+const TAG_DEFINITIONS = [
+  {
+    id: 'tag-def-1',
+    knowledgeBaseId: 'kb-1',
+    tagSlot: 'tag1',
+    displayName: 'category',
+    fieldType: 'text',
+    createdAt: UPLOADED_AT,
+    updatedAt: UPLOADED_AT,
+  },
+  {
+    id: 'tag-def-2',
+    knowledgeBaseId: 'kb-1',
+    tagSlot: 'number1',
+    displayName: 'priority',
+    fieldType: 'number',
+    createdAt: UPLOADED_AT,
+    updatedAt: UPLOADED_AT,
+  },
+]
+
+const DOCUMENT_ROW = {
+  id: 'doc-1',
+  knowledgeBaseId: 'kb-1',
+  filename: 'support.txt',
+  fileSize: 5,
+  mimeType: 'text/plain',
+  processingStatus: 'completed' as const,
+  processingError: null,
+  processingStartedAt: UPLOADED_AT,
+  processingCompletedAt: UPLOADED_AT,
+  chunkCount: 2,
+  tokenCount: 10,
+  characterCount: 40,
+  enabled: true,
+  connectorId: null,
+  connectorType: null,
+  sourceUrl: null,
+  uploadedAt: UPLOADED_AT,
+  tag1: 'billing',
+  tag2: null,
+  number1: 2,
+  date1: null,
+  boolean1: null,
+  tag6: 'orphaned-slot-value',
+}
+
+const context = { params: Promise.resolve({ id: 'kb-1', documentId: 'doc-1' }) }
+
+function buildGetRequest() {
+  return new NextRequest(
+    `http://localhost/api/v2/knowledge/kb-1/documents/doc-1?workspaceId=${WORKSPACE_ID}`,
+    { headers: { 'x-api-key': 'secret' } }
+  )
+}
+
+function buildPatchRequest(body: unknown) {
+  return new NextRequest('http://localhost/api/v2/knowledge/kb-1/documents/doc-1', {
+    method: 'PATCH',
+    headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
+    body: JSON.stringify(body),
+  })
+}
+
+describe('/api/v2/knowledge/[id]/documents/[documentId]', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue({
+      principal: PRINCIPAL,
+      rolloutUserId: 'user-1',
+      rateLimitSubjectIds: ['api-key:key-1', 'user:user-1'],
+      rateLimitSubscription: null,
+      keyType: 'personal',
+    })
+    mockReadDocument.mockResolvedValue({
+      document: DOCUMENT_ROW,
+      tagDefinitions: TAG_DEFINITIONS,
+      workspaceId: WORKSPACE_ID,
+    })
+    mockUpdateDocument.mockResolvedValue({
+      kind: 'updated',
+      document: { ...DOCUMENT_ROW, filename: 'renamed.txt', enabled: false },
+      tagDefinitions: TAG_DEFINITIONS,
+      updatedFields: ['filename', 'enabled'],
+    })
+  })
+
+  it('keys document tag values by display name, falling back to the raw slot', async () => {
+    const response = await GET(buildGetRequest(), context)
+
+    expect(response.status).toBe(200)
+    const body = await response.json()
+    expect(body.data.tags).toEqual({
+      category: 'billing',
+      priority: 2,
+      tag6: 'orphaned-slot-value',
+    })
+  })
+
+  it('updates the whitelisted fields and returns the updated document with its tags', async () => {
+    const response = await PATCH(
+      buildPatchRequest({
+        workspaceId: WORKSPACE_ID,
+        filename: 'renamed.txt',
+        enabled: false,
+        tag1: 'support',
+      }),
+      context
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockUpdateDocument).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: {
+          knowledgeBaseId: 'kb-1',
+          documentId: 'doc-1',
+          assertedWorkspaceId: WORKSPACE_ID,
+          updates: { filename: 'renamed.txt', enabled: false, tag1: 'support' },
+          source: 'api',
+        },
+      })
+    )
+    const body = await response.json()
+    expect(body.data).toEqual(
+      expect.objectContaining({
+        id: 'doc-1',
+        filename: 'renamed.txt',
+        enabled: false,
+        tags: { category: 'billing', priority: 2, tag6: 'orphaned-slot-value' },
+      })
+    )
+  })
+
+  it('acknowledges a processing retry without claiming settled indexing state', async () => {
+    mockUpdateDocument.mockResolvedValueOnce({
+      kind: 'processing',
+      documentId: 'doc-1',
+      status: 'pending',
+      message: 'Document processing restarted',
+    })
+
+    const response = await PATCH(
+      buildPatchRequest({ workspaceId: WORKSPACE_ID, retryProcessing: true }),
+      context
+    )
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({
+      data: {
+        id: 'doc-1',
+        queued: true,
+        processingStatus: 'pending',
+        message: 'Document processing restarted',
+      },
+    })
+    expect(mockUpdateDocument).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({ retryProcessing: true }),
+      })
+    )
+    expect(mockUpdateDocument.mock.calls[0][0].input).not.toHaveProperty('updates')
+  })
+
+  it('refuses to let a caller assert derived indexing state', async () => {
+    for (const body of [
+      { workspaceId: WORKSPACE_ID, processingStatus: 'completed' },
+      { workspaceId: WORKSPACE_ID, chunkCount: 99 },
+      { workspaceId: WORKSPACE_ID, tokenCount: 99 },
+      { workspaceId: WORKSPACE_ID, processingError: null },
+      { workspaceId: WORKSPACE_ID, markFailedDueToTimeout: true },
+    ]) {
+      const response = await PATCH(buildPatchRequest(body), context)
+      expect(response.status).toBe(400)
+    }
+    expect(mockUpdateDocument).not.toHaveBeenCalled()
+  })
+
+  it('rejects a retry combined with field updates instead of silently dropping them', async () => {
+    const response = await PATCH(
+      buildPatchRequest({ workspaceId: WORKSPACE_ID, retryProcessing: true, enabled: false }),
+      context
+    )
+
+    expect(response.status).toBe(400)
+    expect(await response.json()).toEqual({
+      error: expect.objectContaining({
+        message: expect.stringContaining('retryProcessing cannot be combined with enabled'),
+      }),
+    })
+    expect(mockUpdateDocument).not.toHaveBeenCalled()
+  })
+
+  it('rejects an update that changes nothing', async () => {
+    const response = await PATCH(buildPatchRequest({ workspaceId: WORKSPACE_ID }), context)
+
+    expect(response.status).toBe(400)
+    expect(mockUpdateDocument).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/api/v2/knowledge/[id]/documents/[documentId]/route.ts b/apps/sim/app/api/v2/knowledge/[id]/documents/[documentId]/route.ts
index 2695d8e3984..3d9d8543e08 100644
--- a/apps/sim/app/api/v2/knowledge/[id]/documents/[documentId]/route.ts
+++ b/apps/sim/app/api/v2/knowledge/[id]/documents/[documentId]/route.ts
@@ -1,29 +1,56 @@
 import {
+  V2_WRITABLE_TAG_SLOTS,
+  type V2UpdateKnowledgeDocumentBody,
   v2DeleteKnowledgeDocumentContract,
   v2GetKnowledgeDocumentContract,
+  v2UpdateKnowledgeDocumentContract,
 } from '@/lib/api/contracts/v2/knowledge'
 import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
 import { v2KnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
 import {
   deleteKnowledgeDocument,
   readKnowledgeDocument,
+  type UpdateKnowledgeDocumentInput,
+  updateKnowledgeDocument,
 } from '@/lib/knowledge/application/documents'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import { captureServerEvent } from '@/lib/posthog/server'
 import { serializeDate } from '@/app/api/v1/knowledge/utils'
+import {
+  toV2DocumentSummary,
+  toV2DocumentTags,
+  toV2TaggedDocument,
+} from '@/app/api/v2/knowledge/utils'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
 
-function toProcessingStatus(status: string): 'pending' | 'processing' | 'completed' | 'failed' {
-  switch (status) {
-    case 'pending':
-    case 'processing':
-    case 'completed':
-    case 'failed':
-      return status
-    default:
-      throw new Error(`Unexpected knowledge document processing status: ${status}`)
+type V2DocumentUpdates = Omit<V2UpdateKnowledgeDocumentBody, 'workspaceId' | 'retryProcessing'>
+
+type UpdateKnowledgeDocumentUpdates = NonNullable<UpdateKnowledgeDocumentInput['updates']>
+
+/**
+ * Serializes the typed tag slots for the document writer.
+ *
+ * The wire takes each slot in its natural JSON type — a number for a number
+ * slot, `true`/`false` for a boolean one — because that is how a document read
+ * projects them. The writer's `convertTagValue` takes strings and parses back to
+ * the storage column's type, so the boundary hands it the canonical spelling.
+ * The contract has already rejected anything those parsers would answer `null`
+ * for, so nothing reaches storage silently cleared.
+ */
+function toTagSlotUpdates(updates: V2DocumentUpdates): UpdateKnowledgeDocumentUpdates {
+  const { filename, enabled, ...slots } = updates
+  const serialized: Record<string, string> = {}
+  for (const slot of V2_WRITABLE_TAG_SLOTS) {
+    const value = slots[slot]
+    if (value === undefined) continue
+    serialized[slot] = typeof value === 'string' ? value : String(value)
+  }
+  return {
+    ...(filename === undefined ? {} : { filename }),
+    ...(enabled === undefined ? {} : { enabled }),
+    ...serialized,
   }
 }
 
@@ -40,29 +67,60 @@ export const GET = defineV2JsonRoute({
     assertedWorkspaceId: query.workspaceId,
   }),
   useCase: readKnowledgeDocument,
-  present: ({ document }) => ({
+  present: ({ document, tagDefinitions }) => ({
     data: {
-      id: document.id,
-      knowledgeBaseId: document.knowledgeBaseId,
-      filename: document.filename,
-      fileSize: document.fileSize,
-      mimeType: document.mimeType,
-      processingStatus: toProcessingStatus(document.processingStatus),
+      ...toV2DocumentSummary(document),
+      tags: toV2DocumentTags(document, tagDefinitions),
       processingError: document.processingError,
       processingStartedAt: serializeDate(document.processingStartedAt),
       processingCompletedAt: serializeDate(document.processingCompletedAt),
-      chunkCount: document.chunkCount,
-      tokenCount: document.tokenCount,
-      characterCount: document.characterCount,
-      enabled: document.enabled,
       connectorId: document.connectorId,
       connectorType: document.connectorType,
       sourceUrl: document.sourceUrl,
-      createdAt: serializeDate(document.uploadedAt),
     },
   }),
 })
 
+/**
+ * PATCH /api/v2/knowledge/[id]/documents/[documentId] — Update a document.
+ *
+ * Renames, enables or disables, retags, or requeues processing. Derived
+ * indexing state is not writable; the contract records why.
+ *
+ * The updated document is returned without connector provenance because the
+ * update writes and returns the document row alone. A caller that needs the full
+ * detail re-reads it with GET.
+ */
+export const PATCH = defineV2JsonRoute({
+  contract: v2UpdateKnowledgeDocumentContract,
+  auth: v2ApiKeyAuth,
+  operation: knowledgeOperations.updateDocument,
+  rateLimit: v2RateLimits.publicApi,
+  errorPolicy: v2KnowledgeErrorPolicies.concealKnowledgeBaseAuthorization,
+  mapInput: ({ params, body }) => {
+    const { workspaceId, retryProcessing, ...updates } = body
+    return {
+      knowledgeBaseId: params.id,
+      documentId: params.documentId,
+      assertedWorkspaceId: workspaceId,
+      ...(retryProcessing ? { retryProcessing } : { updates: toTagSlotUpdates(updates) }),
+      source: 'api',
+    }
+  },
+  useCase: updateKnowledgeDocument,
+  present: (result) =>
+    result.kind === 'processing'
+      ? {
+          data: {
+            id: result.documentId,
+            queued: true as const,
+            processingStatus: result.status,
+            message: result.message,
+          },
+        }
+      : { data: toV2TaggedDocument(result.document, result.tagDefinitions) },
+})
+
 /** DELETE /api/v2/knowledge/[id]/documents/[documentId] — Delete a document. */
 export const DELETE = defineV2JsonRoute({
   contract: v2DeleteKnowledgeDocumentContract,
diff --git a/apps/sim/app/api/v2/knowledge/[id]/documents/collection.test.ts b/apps/sim/app/api/v2/knowledge/[id]/documents/collection.test.ts
new file mode 100644
index 00000000000..b199cbc898e
--- /dev/null
+++ b/apps/sim/app/api/v2/knowledge/[id]/documents/collection.test.ts
@@ -0,0 +1,310 @@
+/**
+ * @vitest-environment node
+ *
+ * Covers the JSON halves of the documents collection route (list and bulk
+ * update). The multipart upload half is covered in `route.test.ts`, which mocks
+ * the stream-limit helpers the JSON body parser also uses.
+ */
+import {
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockListDocuments, mockBulkUpdate } = vi.hoisted(() => ({
+  mockListDocuments: vi.fn(),
+  mockBulkUpdate: vi.fn(),
+}))
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
+
+vi.mock('@/lib/knowledge/application/documents', () => ({
+  listKnowledgeDocuments: {
+    operation: { id: 'knowledge.documents.list' },
+    execute: mockListDocuments,
+  },
+  bulkUpdateKnowledgeDocuments: {
+    operation: { id: 'knowledge.documents.bulk' },
+    execute: mockBulkUpdate,
+  },
+  admitKnowledgeDocumentUpload: {
+    operation: { id: 'knowledge.documents.upload' },
+    execute: vi.fn(),
+  },
+  uploadKnowledgeDocument: {
+    operation: { id: 'knowledge.documents.upload' },
+    execute: vi.fn(),
+  },
+}))
+
+vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: vi.fn() }))
+
+import { GET, PATCH } from '@/app/api/v2/knowledge/[id]/documents/route'
+
+const WORKSPACE_ID = 'workspace-1'
+const PRINCIPAL = { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-1' } as const
+const UPLOADED_AT = new Date('2025-06-18T16:45:00Z')
+
+const TAG_DEFINITIONS = [
+  {
+    id: 'tag-def-1',
+    knowledgeBaseId: 'kb-1',
+    tagSlot: 'tag1',
+    displayName: 'category',
+    fieldType: 'text',
+    createdAt: UPLOADED_AT,
+    updatedAt: UPLOADED_AT,
+  },
+]
+
+const DOCUMENT = {
+  id: 'doc-1',
+  knowledgeBaseId: 'kb-1',
+  filename: 'support.txt',
+  fileSize: 5,
+  mimeType: 'text/plain',
+  processingStatus: 'completed' as const,
+  chunkCount: 2,
+  tokenCount: 10,
+  characterCount: 40,
+  enabled: true,
+  uploadedAt: UPLOADED_AT,
+  tag1: 'billing',
+  tag2: null,
+}
+
+const context = { params: Promise.resolve({ id: 'kb-1' }) }
+
+function buildListRequest(query: string) {
+  return new NextRequest(`http://localhost/api/v2/knowledge/kb-1/documents${query}`, {
+    headers: { 'x-api-key': 'secret' },
+  })
+}
+
+function buildPatchRequest(body: unknown) {
+  return new NextRequest('http://localhost/api/v2/knowledge/kb-1/documents', {
+    method: 'PATCH',
+    headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
+    body: JSON.stringify(body),
+  })
+}
+
+function authenticateAsPersonalKey() {
+  v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+  v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+  v2RouteMocks.gate.mockResolvedValue(null)
+  v2RouteMocks.authenticate.mockResolvedValue({
+    principal: PRINCIPAL,
+    rolloutUserId: 'user-1',
+    rateLimitSubjectIds: ['api-key:key-1', 'user:user-1'],
+    rateLimitSubscription: null,
+    keyType: 'personal',
+  })
+}
+
+describe('GET /api/v2/knowledge/[id]/documents', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    authenticateAsPersonalKey()
+    mockListDocuments.mockResolvedValue({
+      documents: [DOCUMENT],
+      tagDefinitions: TAG_DEFINITIONS,
+      pagination: { total: 1, limit: 50, offset: 0, hasMore: false },
+      cursorScope: 'scope',
+      workspaceId: WORKSPACE_ID,
+    })
+  })
+
+  it('returns each document with its tag values keyed by display name', async () => {
+    const response = await GET(buildListRequest(`?workspaceId=${WORKSPACE_ID}`), context)
+
+    expect(response.status).toBe(200)
+    const body = await response.json()
+    expect(body.data[0]).toEqual(
+      expect.objectContaining({ id: 'doc-1', tags: { category: 'billing' } })
+    )
+    expect(body.nextCursor).toBeNull()
+  })
+
+  it('forwards display-named tag filters to the application use case', async () => {
+    const tagFilters = JSON.stringify([{ tagName: 'category', operator: 'eq', value: 'billing' }])
+
+    const response = await GET(
+      buildListRequest(`?workspaceId=${WORKSPACE_ID}&tagFilters=${encodeURIComponent(tagFilters)}`),
+      context
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockListDocuments).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({
+          tagNameFilters: [{ tagName: 'category', operator: 'eq', value: 'billing' }],
+        }),
+      })
+    )
+  })
+
+  it('stamps the tag filters into the cursor scope so a replayed cursor cannot cross filters', async () => {
+    const tagFilters = JSON.stringify([{ tagName: 'category', operator: 'eq', value: 'billing' }])
+
+    await GET(buildListRequest(`?workspaceId=${WORKSPACE_ID}`), context)
+    await GET(
+      buildListRequest(`?workspaceId=${WORKSPACE_ID}&tagFilters=${encodeURIComponent(tagFilters)}`),
+      context
+    )
+
+    const [unfiltered, filtered] = mockListDocuments.mock.calls.map(
+      ([call]) => call.input.cursorScope
+    )
+    expect(unfiltered).not.toEqual(filtered)
+  })
+
+  it('rejects malformed and wrongly shaped tag filters with a 400', async () => {
+    const malformed = await GET(
+      buildListRequest(`?workspaceId=${WORKSPACE_ID}&tagFilters=not-json`),
+      context
+    )
+    const wrongShape = await GET(
+      buildListRequest(
+        `?workspaceId=${WORKSPACE_ID}&tagFilters=${encodeURIComponent(JSON.stringify([{ tagSlot: 'tag1' }]))}`
+      ),
+      context
+    )
+
+    expect(malformed.status).toBe(400)
+    expect(await malformed.json()).toEqual({
+      error: expect.objectContaining({
+        message: 'tagFilters must be a JSON-encoded array of tag filters',
+      }),
+    })
+    expect(wrongShape.status).toBe(400)
+    expect(mockListDocuments).not.toHaveBeenCalled()
+  })
+})
+
+describe('PATCH /api/v2/knowledge/[id]/documents', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    authenticateAsPersonalKey()
+    mockBulkUpdate.mockResolvedValue({
+      operation: 'disable',
+      successCount: 2,
+      updatedDocuments: [
+        { id: 'doc-1', enabled: false },
+        { id: 'doc-2', enabled: false },
+      ],
+      selectAll: false,
+    })
+  })
+
+  /**
+   * `documentIds` is bounded by the request; `selectAll` is bounded by nothing.
+   * Echoing the identifiers for a knowledge base of 100k documents is a
+   * multi-megabyte array the caller never asked for, materialized and then
+   * element-wise validated by the response schema.
+   */
+  it('omits the identifier echo for an unbounded selectAll update', async () => {
+    mockBulkUpdate.mockResolvedValueOnce({
+      operation: 'disable',
+      successCount: 100_000,
+      updatedDocuments: Array.from({ length: 100_000 }, (_, index) => ({
+        id: `doc-${index}`,
+        enabled: false,
+      })),
+      selectAll: true,
+    })
+
+    const response = await PATCH(
+      buildPatchRequest({ workspaceId: WORKSPACE_ID, operation: 'disable', selectAll: true }),
+      context
+    )
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({
+      data: { operation: 'disable', updatedCount: 100_000 },
+    })
+  })
+
+  it('disables the named documents and answers with one object, not a page', async () => {
+    const response = await PATCH(
+      buildPatchRequest({
+        workspaceId: WORKSPACE_ID,
+        operation: 'disable',
+        documentIds: ['doc-1', 'doc-2'],
+      }),
+      context
+    )
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({
+      data: { operation: 'disable', updatedCount: 2, documentIds: ['doc-1', 'doc-2'] },
+    })
+    expect(mockBulkUpdate).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: {
+          knowledgeBaseId: 'kb-1',
+          assertedWorkspaceId: WORKSPACE_ID,
+          operation: 'disable',
+          documentIds: ['doc-1', 'doc-2'],
+          selectAll: undefined,
+          enabledFilter: undefined,
+        },
+      })
+    )
+  })
+
+  it('does not expose an unaudited bulk delete', async () => {
+    const response = await PATCH(
+      buildPatchRequest({
+        workspaceId: WORKSPACE_ID,
+        operation: 'delete',
+        documentIds: ['doc-1'],
+      }),
+      context
+    )
+
+    expect(response.status).toBe(400)
+    expect(await response.json()).toEqual({
+      error: expect.objectContaining({
+        message: expect.stringContaining('operation: expected one of "enable" | "disable"'),
+      }),
+    })
+    expect(mockBulkUpdate).not.toHaveBeenCalled()
+  })
+
+  it('requires exactly one selection and bounds an explicit list', async () => {
+    const neither = await PATCH(
+      buildPatchRequest({ workspaceId: WORKSPACE_ID, operation: 'enable' }),
+      context
+    )
+    const both = await PATCH(
+      buildPatchRequest({
+        workspaceId: WORKSPACE_ID,
+        operation: 'enable',
+        documentIds: ['doc-1'],
+        selectAll: true,
+      }),
+      context
+    )
+    const tooMany = await PATCH(
+      buildPatchRequest({
+        workspaceId: WORKSPACE_ID,
+        operation: 'enable',
+        documentIds: Array.from({ length: 101 }, (_, index) => `doc-${index}`),
+      }),
+      context
+    )
+
+    expect(neither.status).toBe(400)
+    expect(both.status).toBe(400)
+    expect(tooMany.status).toBe(400)
+    expect(mockBulkUpdate).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/api/v2/knowledge/[id]/documents/route.test.ts b/apps/sim/app/api/v2/knowledge/[id]/documents/route.test.ts
index 1b03a060bbe..203817873d4 100644
--- a/apps/sim/app/api/v2/knowledge/[id]/documents/route.test.ts
+++ b/apps/sim/app/api/v2/knowledge/[id]/documents/route.test.ts
@@ -39,6 +39,10 @@ vi.mock('@/lib/knowledge/application/documents', () => ({
     operation: { id: 'knowledge.documents.list' },
     execute: vi.fn(),
   },
+  bulkUpdateKnowledgeDocuments: {
+    operation: { id: 'knowledge.documents.bulk' },
+    execute: vi.fn(),
+  },
   admitKnowledgeDocumentUpload: {
     operation: { id: 'knowledge.documents.upload' },
     execute: mockAdmitUpload,
diff --git a/apps/sim/app/api/v2/knowledge/[id]/documents/route.ts b/apps/sim/app/api/v2/knowledge/[id]/documents/route.ts
index 6ba62a1a941..1f11166b8f8 100644
--- a/apps/sim/app/api/v2/knowledge/[id]/documents/route.ts
+++ b/apps/sim/app/api/v2/knowledge/[id]/documents/route.ts
@@ -1,5 +1,6 @@
 import {
-  type V2KnowledgeDocumentSummary,
+  parseV2KnowledgeTagFiltersParam,
+  v2BulkUpdateKnowledgeDocumentsContract,
   v2ListKnowledgeDocumentsContract,
   v2UploadKnowledgeDocumentContract,
 } from '@/lib/api/contracts/v2/knowledge'
@@ -20,6 +21,7 @@ import {
 import { v2KnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
 import {
   admitKnowledgeDocumentUpload,
+  bulkUpdateKnowledgeDocuments,
   listKnowledgeDocuments,
   uploadKnowledgeDocument,
 } from '@/lib/knowledge/application/documents'
@@ -28,42 +30,18 @@ import { KnowledgeDocumentUnsupportedMediaTypeError } from '@/lib/knowledge/appl
 import { captureServerEvent } from '@/lib/posthog/server'
 import { MAX_KNOWLEDGE_DOCUMENT_FILE_SIZE } from '@/lib/uploads/shared/types'
 import { validateFileType } from '@/lib/uploads/utils/validation'
-import { serializeDate } from '@/app/api/v1/knowledge/utils'
-import { decodeOffsetCursor, encodeCursor } from '@/app/api/v2/lib/response'
+import { toV2DocumentSummary, toV2TaggedDocument } from '@/app/api/v2/knowledge/utils'
+import {
+  decodeOffsetCursor,
+  encodeOffsetCursor,
+  offsetCursorScope,
+} from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
 
 const MAX_FILE_SIZE = MAX_KNOWLEDGE_DOCUMENT_FILE_SIZE
 
-function toV2DocumentSummary(document: {
-  id: string
-  knowledgeBaseId: string
-  filename: string
-  fileSize: number
-  mimeType: string
-  processingStatus?: 'pending' | 'processing' | 'completed' | 'failed'
-  chunkCount: number
-  tokenCount: number
-  characterCount: number
-  enabled: boolean
-  uploadedAt: Date
-}): V2KnowledgeDocumentSummary {
-  return {
-    id: document.id,
-    knowledgeBaseId: document.knowledgeBaseId,
-    filename: document.filename,
-    fileSize: document.fileSize,
-    mimeType: document.mimeType,
-    processingStatus: document.processingStatus ?? 'pending',
-    chunkCount: document.chunkCount,
-    tokenCount: document.tokenCount,
-    characterCount: document.characterCount,
-    enabled: document.enabled,
-    createdAt: serializeDate(document.uploadedAt),
-  }
-}
-
 /** GET /api/v2/knowledge/[id]/documents — List documents in a knowledge base. */
 export const GET = defineV2JsonRoute({
   contract: v2ListKnowledgeDocumentsContract,
@@ -71,25 +49,93 @@ export const GET = defineV2JsonRoute({
   operation: knowledgeOperations.listDocuments,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2KnowledgeErrorPolicies.concealKnowledgeBaseAuthorization,
-  mapInput: ({ params, query }) => ({
-    knowledgeBaseId: params.id,
-    assertedWorkspaceId: query.workspaceId,
-    enabledFilter: query.enabledFilter,
-    search: query.search,
-    limit: query.limit,
-    offset: decodeOffsetCursor(query.cursor),
-    sortBy: query.sortBy,
-    sortOrder: query.sortOrder,
-  }),
+  mapInput: ({ params, query }) => {
+    const tagFilters = parseV2KnowledgeTagFiltersParam(query.tagFilters)
+    if (!tagFilters.success) {
+      throw new OrchestrationError('validation', tagFilters.message)
+    }
+    /**
+     * The offset counts positions in the filtered, sorted document sequence, so
+     * every param that changes that sequence is stamped into the cursor and
+     * re-checked here. `limit` selects how much of the sequence to return, not
+     * what the sequence is, so it stays out.
+     */
+    const cursorScope = offsetCursorScope({
+      knowledgeBaseId: params.id,
+      enabledFilter: query.enabledFilter,
+      search: query.search,
+      sortBy: query.sortBy,
+      sortOrder: query.sortOrder,
+      tagFilters: query.tagFilters,
+    })
+    return {
+      knowledgeBaseId: params.id,
+      assertedWorkspaceId: query.workspaceId,
+      enabledFilter: query.enabledFilter,
+      search: query.search,
+      limit: query.limit,
+      offset: decodeOffsetCursor(query.cursor, cursorScope),
+      sortBy: query.sortBy,
+      sortOrder: query.sortOrder,
+      tagNameFilters: tagFilters.filters,
+      cursorScope,
+    }
+  },
   useCase: listKnowledgeDocuments,
-  present: ({ documents, pagination }) => ({
-    data: documents.map(toV2DocumentSummary),
+  present: ({ documents, tagDefinitions, pagination, cursorScope }) => ({
+    data: documents.map((document) => toV2TaggedDocument(document, tagDefinitions)),
     nextCursor: pagination.hasMore
-      ? encodeCursor({ offset: pagination.offset + pagination.limit })
+      ? encodeOffsetCursor(cursorScope ?? '', pagination.offset + pagination.limit)
       : null,
   }),
 })
 
+/**
+ * PATCH /api/v2/knowledge/[id]/documents — Enable or disable many documents.
+ *
+ * Enable and disable only. Bulk delete is deliberately not offered: the bulk
+ * operation records no semantic audit, so a public bulk delete would empty a
+ * knowledge base leaving no `DOCUMENT_DELETED` entries, while the per-document
+ * DELETE audits every one.
+ */
+export const PATCH = defineV2JsonRoute({
+  contract: v2BulkUpdateKnowledgeDocumentsContract,
+  auth: v2ApiKeyAuth,
+  operation: knowledgeOperations.bulkDocuments,
+  rateLimit: v2RateLimits.publicApi,
+  errorPolicy: v2KnowledgeErrorPolicies.concealKnowledgeBaseAuthorization,
+  mapInput: ({ params, body }) => ({
+    knowledgeBaseId: params.id,
+    assertedWorkspaceId: body.workspaceId,
+    operation: body.operation,
+    documentIds: body.documentIds,
+    selectAll: body.selectAll,
+    enabledFilter: body.enabledFilter,
+  }),
+  useCase: bulkUpdateKnowledgeDocuments,
+  present: (result) => {
+    if (result.operation === 'delete') {
+      throw new Error('Bulk knowledge document delete is not exposed on the public API')
+    }
+    /**
+     * `documentIds` is echoed only for an explicit-list request, which the body
+     * bounds. A `selectAll` request has no such bound: a knowledge base with
+     * 100k documents would otherwise materialize and element-wise validate a
+     * multi-megabyte identifier array nobody asked for. That caller reads
+     * `updatedCount` and re-lists if it needs the identifiers.
+     */
+    return {
+      data: {
+        operation: result.operation,
+        updatedCount: result.successCount,
+        documentIds: result.selectAll
+          ? undefined
+          : result.updatedDocuments.map((document) => document.id),
+      },
+    }
+  },
+})
+
 /** POST /api/v2/knowledge/[id]/documents — Upload a document to a knowledge base. */
 export const POST = defineV2BodyLifecycleRoute({
   contract: v2UploadKnowledgeDocumentContract,
diff --git a/apps/sim/app/api/v2/knowledge/[id]/documents/uploads/utils.ts b/apps/sim/app/api/v2/knowledge/[id]/documents/uploads/utils.ts
index fbf8e030418..0e48f8489e7 100644
--- a/apps/sim/app/api/v2/knowledge/[id]/documents/uploads/utils.ts
+++ b/apps/sim/app/api/v2/knowledge/[id]/documents/uploads/utils.ts
@@ -1,13 +1,10 @@
 import type { NextResponse } from 'next/server'
-import type {
-  V2KnowledgeDocumentSummary,
-  V2KnowledgeDocumentUpload,
-} from '@/lib/api/contracts/v2/knowledge'
+import type { V2KnowledgeDocumentUpload } from '@/lib/api/contracts/v2/knowledge'
 import { KnowledgeUsageLimitExceededError } from '@/lib/knowledge/application/billing'
 import { KnowledgeDocumentUnsupportedMediaTypeError } from '@/lib/knowledge/application/upload-sessions'
 import type { CreatedKnowledgeDocument } from '@/lib/knowledge/orchestration/documents'
 import type { UploadSessionRecord } from '@/lib/uploads/upload-session/service'
-import { serializeDate } from '@/app/api/v1/knowledge/utils'
+import { toV2DocumentSummary } from '@/app/api/v2/knowledge/utils'
 import { v2CaughtOrchestrationError, v2Error } from '@/app/api/v2/lib/response'
 
 export function v2KnowledgeDocumentUploadError(error: unknown): NextResponse | null {
@@ -20,24 +17,6 @@ export function v2KnowledgeDocumentUploadError(error: unknown): NextResponse | n
   return v2CaughtOrchestrationError(error)
 }
 
-export function toV2KnowledgeDocumentSummary(
-  document: CreatedKnowledgeDocument
-): V2KnowledgeDocumentSummary {
-  return {
-    id: document.id,
-    knowledgeBaseId: document.knowledgeBaseId,
-    filename: document.filename,
-    fileSize: document.fileSize,
-    mimeType: document.mimeType,
-    processingStatus: document.processingStatus ?? 'pending',
-    chunkCount: document.chunkCount,
-    tokenCount: document.tokenCount,
-    characterCount: document.characterCount,
-    enabled: document.enabled,
-    createdAt: serializeDate(document.uploadedAt),
-  }
-}
-
 export function toV2KnowledgeDocumentUpload(
   session: UploadSessionRecord,
   document: CreatedKnowledgeDocument | null
@@ -54,6 +33,6 @@ export function toV2KnowledgeDocumentUpload(
     size: session.fileSize,
     expiresAt: session.expiresAt.toISOString(),
     error: session.error,
-    document: document ? toV2KnowledgeDocumentSummary(document) : null,
+    document: document ? toV2DocumentSummary(document) : null,
   }
 }
diff --git a/apps/sim/app/api/v2/knowledge/[id]/route.ts b/apps/sim/app/api/v2/knowledge/[id]/route.ts
index b9bcee78298..6e2fdf65ba3 100644
--- a/apps/sim/app/api/v2/knowledge/[id]/route.ts
+++ b/apps/sim/app/api/v2/knowledge/[id]/route.ts
@@ -13,7 +13,6 @@ import {
 } from '@/lib/knowledge/application/knowledge-bases'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import { toV2KnowledgeBase } from '@/app/api/v2/knowledge/utils'
-import { v2Error } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -42,9 +41,6 @@ export const PATCH = defineV2JsonRoute({
   operation: knowledgeOperations.update,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2KnowledgeErrorPolicies.concealKnowledgeBaseAuthorization,
-  parseOptions: {
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
-  },
   mapInput: ({ params, body }) => ({
     knowledgeBaseId: params.id,
     assertedWorkspaceId: body.workspaceId,
diff --git a/apps/sim/app/api/v2/knowledge/[id]/tags/route.test.ts b/apps/sim/app/api/v2/knowledge/[id]/tags/route.test.ts
new file mode 100644
index 00000000000..d6ab7343cc9
--- /dev/null
+++ b/apps/sim/app/api/v2/knowledge/[id]/tags/route.test.ts
@@ -0,0 +1,107 @@
+/**
+ * @vitest-environment node
+ */
+import {
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockListTags } = vi.hoisted(() => ({
+  mockListTags: vi.fn(),
+}))
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
+
+vi.mock('@/lib/knowledge/application/tags', () => ({
+  listKnowledgeTags: { operation: { id: 'knowledge.tags.list' }, execute: mockListTags },
+}))
+
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { GET } from '@/app/api/v2/knowledge/[id]/tags/route'
+
+const WORKSPACE_ID = 'workspace-1'
+const PRINCIPAL = { kind: 'workspace_api_key', workspaceId: WORKSPACE_ID, keyId: 'key-1' } as const
+
+function buildRequest(query = `?workspaceId=${WORKSPACE_ID}`) {
+  return new NextRequest(`http://localhost/api/v2/knowledge/kb-1/tags${query}`, {
+    headers: { 'x-api-key': 'secret' },
+  })
+}
+
+const context = { params: Promise.resolve({ id: 'kb-1' }) }
+
+describe('GET /api/v2/knowledge/[id]/tags', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue({
+      principal: PRINCIPAL,
+      rolloutUserId: 'billing-owner',
+      rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
+      rateLimitSubscription: null,
+      keyType: 'workspace',
+    })
+    mockListTags.mockResolvedValue({
+      tagDefinitions: [
+        {
+          id: 'tag-def-1',
+          knowledgeBaseId: 'kb-1',
+          tagSlot: 'tag1',
+          displayName: 'category',
+          fieldType: 'text',
+          createdAt: new Date('2025-01-10T09:00:00Z'),
+          updatedAt: new Date('2025-01-10T09:00:00Z'),
+        },
+      ],
+    })
+  })
+
+  it('returns the tag vocabulary as a full-set list', async () => {
+    const response = await GET(buildRequest(), context)
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({
+      data: [{ displayName: 'category', tagSlot: 'tag1', fieldType: 'text' }],
+      nextCursor: null,
+    })
+    expect(mockListTags).toHaveBeenCalledWith(
+      expect.objectContaining({
+        principal: PRINCIPAL,
+        input: { knowledgeBaseId: 'kb-1', assertedWorkspaceId: WORKSPACE_ID },
+      })
+    )
+    expect(response.headers.get('cache-control')).toBe('private, no-store')
+  })
+
+  it('does not publish the tag definition identifier or its timestamps', async () => {
+    const response = await GET(buildRequest(), context)
+
+    const [tag] = (await response.json()).data
+    expect(Object.keys(tag).sort()).toEqual(['displayName', 'fieldType', 'tagSlot'])
+  })
+
+  it('requires the workspace scope', async () => {
+    const response = await GET(buildRequest(''), context)
+
+    expect(response.status).toBe(400)
+    expect(mockListTags).not.toHaveBeenCalled()
+  })
+
+  it('is reachable by a workspace API key, like its sibling knowledge reads', () => {
+    expect(knowledgeOperations.listTags.workspaceApiKey).toBe('allow')
+    expect(knowledgeOperations.listTags.principalKinds).toContain('workspace_api_key')
+    expect(knowledgeOperations.listTags.workspaceApiKey).toBe(
+      knowledgeOperations.listDocuments.workspaceApiKey
+    )
+  })
+})
diff --git a/apps/sim/app/api/v2/knowledge/[id]/tags/route.ts b/apps/sim/app/api/v2/knowledge/[id]/tags/route.ts
new file mode 100644
index 00000000000..fadf77fe83a
--- /dev/null
+++ b/apps/sim/app/api/v2/knowledge/[id]/tags/route.ts
@@ -0,0 +1,35 @@
+import { v2ListKnowledgeTagsContract } from '@/lib/api/contracts/v2/knowledge'
+import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
+import { v2KnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
+import { knowledgeOperations } from '@/lib/knowledge/application/operations'
+import { listKnowledgeTags } from '@/lib/knowledge/application/tags'
+
+export const dynamic = 'force-dynamic'
+export const revalidate = 0
+
+/**
+ * GET /api/v2/knowledge/[id]/tags — List the knowledge base's tag vocabulary.
+ *
+ * Full-set list: a knowledge base has a fixed number of tag slots, so the whole
+ * vocabulary is one page and `nextCursor` is always null.
+ */
+export const GET = defineV2JsonRoute({
+  contract: v2ListKnowledgeTagsContract,
+  auth: v2ApiKeyAuth,
+  operation: knowledgeOperations.listTags,
+  rateLimit: v2RateLimits.publicApi,
+  errorPolicy: v2KnowledgeErrorPolicies.concealKnowledgeBaseAuthorization,
+  mapInput: ({ params, query }) => ({
+    knowledgeBaseId: params.id,
+    assertedWorkspaceId: query.workspaceId,
+  }),
+  useCase: listKnowledgeTags,
+  present: ({ tagDefinitions }) => ({
+    data: tagDefinitions.map((definition) => ({
+      displayName: definition.displayName,
+      tagSlot: definition.tagSlot,
+      fieldType: definition.fieldType,
+    })),
+    nextCursor: null,
+  }),
+})
diff --git a/apps/sim/app/api/v2/knowledge/folders/route.ts b/apps/sim/app/api/v2/knowledge/folders/route.ts
index 45887f4c4b9..8392f343e68 100644
--- a/apps/sim/app/api/v2/knowledge/folders/route.ts
+++ b/apps/sim/app/api/v2/knowledge/folders/route.ts
@@ -18,7 +18,6 @@ import {
   relocateKnowledgeFolder,
 } from '@/lib/knowledge/application/folders'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
-import { v2Error } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -49,9 +48,6 @@ export const POST = defineV2JsonRoute({
   operation: knowledgeOperations.createFolder,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  parseOptions: {
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
-  },
   mapInput: ({ body }) => ({ workspaceId: body.workspaceId, path: body.path, source: 'api' }),
   useCase: createKnowledgeFolder,
   present: ({ folder }) => ({ data: toFolderPathView(folder, folder.path) }),
@@ -63,9 +59,6 @@ export const PATCH = defineV2JsonRoute({
   operation: knowledgeOperations.relocateFolder,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  parseOptions: {
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
-  },
   mapInput: ({ body }) => ({
     workspaceId: body.workspaceId,
     path: body.path,
diff --git a/apps/sim/app/api/v2/knowledge/route.test.ts b/apps/sim/app/api/v2/knowledge/route.test.ts
index 22084ec7aca..d2a9bf3e81a 100644
--- a/apps/sim/app/api/v2/knowledge/route.test.ts
+++ b/apps/sim/app/api/v2/knowledge/route.test.ts
@@ -59,6 +59,7 @@ vi.mock('@/lib/users/queries', () => ({
   requireResolvedUserEmail: (emails: Map<string, string>, userId: string) => emails.get(userId)!,
 }))
 
+import { V2_DEFAULT_PAGE_SIZE } from '@/lib/api/contracts/v2/shared'
 import { GET, POST } from '@/app/api/v2/knowledge/route'
 
 const WORKSPACE_ID = 'workspace-1'
@@ -104,6 +105,9 @@ describe('/api/v2/knowledge route composition', () => {
     mockGetUserEmailsByIds.mockResolvedValue(new Map([['user-1', 'owner@example.com']]))
     mockList.mockResolvedValue({
       knowledgeBases: [{ knowledgeBase: buildKnowledgeBase(), folderPath: '/' }],
+      nextCursorKeys: null,
+      sortBy: 'name',
+      sortOrder: 'desc',
     })
     mockCreate.mockResolvedValue({ knowledgeBase: buildKnowledgeBase(), folderPath: '/' })
   })
@@ -125,6 +129,8 @@ describe('/api/v2/knowledge route composition', () => {
         search: 'support',
         sortBy: 'name',
         sortOrder: 'desc',
+        limit: V2_DEFAULT_PAGE_SIZE,
+        cursorKeys: undefined,
       },
       request,
     })
diff --git a/apps/sim/app/api/v2/knowledge/route.ts b/apps/sim/app/api/v2/knowledge/route.ts
index f8f0ee2e4a5..789db35d934 100644
--- a/apps/sim/app/api/v2/knowledge/route.ts
+++ b/apps/sim/app/api/v2/knowledge/route.ts
@@ -16,7 +16,7 @@ import {
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import { captureServerEvent } from '@/lib/posthog/server'
 import { toV2KnowledgeBase, toV2KnowledgeBases } from '@/app/api/v2/knowledge/utils'
-import { v2Error } from '@/app/api/v2/lib/response'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -34,11 +34,15 @@ export const GET = defineV2JsonRoute({
     search: query.search,
     sortBy: query.sortBy,
     sortOrder: query.sortOrder,
+    limit: query.limit,
+    cursorKeys: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
   }),
   useCase: listKnowledgeBases,
-  present: async ({ knowledgeBases }) => ({
+  present: async ({ knowledgeBases, nextCursorKeys, sortBy, sortOrder }) => ({
     data: await toV2KnowledgeBases(knowledgeBases),
-    nextCursor: null,
+    nextCursor: nextCursorKeys
+      ? encodeSortedCursor(cursorSortKey(sortBy, sortOrder), nextCursorKeys)
+      : null,
   }),
 })
 
@@ -49,9 +53,6 @@ export const POST = defineV2JsonRoute({
   operation: knowledgeOperations.create,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  parseOptions: {
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
-  },
   mapInput: ({ body }) => ({
     workspaceId: body.workspaceId,
     name: body.name,
diff --git a/apps/sim/app/api/v2/knowledge/search/route.test.ts b/apps/sim/app/api/v2/knowledge/search/route.test.ts
index cb7816ec799..e705128e562 100644
--- a/apps/sim/app/api/v2/knowledge/search/route.test.ts
+++ b/apps/sim/app/api/v2/knowledge/search/route.test.ts
@@ -53,13 +53,16 @@ describe('POST /api/v2/knowledge/search', () => {
     mockSearch.mockResolvedValue({
       results: [
         {
+          embeddingId: 'embedding-1',
+          knowledgeBaseId: 'kb-1',
           documentId: 'doc-1',
           documentName: 'support.txt',
           sourceUrl: null,
           content: 'hello',
           chunkIndex: 0,
-          metadata: {},
+          metadata: { category: 'billing' },
           similarity: 0.9,
+          rerankerScore: 0.42,
         },
       ],
       query: 'hello',
@@ -92,6 +95,9 @@ describe('POST /api/v2/knowledge/search', () => {
         topK: 10,
         tagFilters: undefined,
         searchMode: 'hybrid',
+        rerankerEnabled: undefined,
+        rerankerModel: undefined,
+        rerankerInputCount: undefined,
       },
       request,
     })
@@ -102,6 +108,121 @@ describe('POST /api/v2/knowledge/search', () => {
     expect(response.headers.get('x-ratelimit-limit')).toBe('100')
   })
 
+  it('names the source knowledge base and the reranker score on every result', async () => {
+    const response = await POST(
+      buildRequest(
+        JSON.stringify({
+          workspaceId: WORKSPACE_ID,
+          knowledgeBaseIds: ['kb-1', 'kb-2'],
+          query: 'hello',
+          topK: 10,
+        })
+      )
+    )
+
+    expect(response.status).toBe(200)
+    const body = await response.json()
+    expect(body.data.results[0]).toEqual({
+      knowledgeBaseId: 'kb-1',
+      documentId: 'doc-1',
+      documentName: 'support.txt',
+      sourceUrl: null,
+      content: 'hello',
+      chunkIndex: 0,
+      metadata: { category: 'billing' },
+      similarity: 0.9,
+      rerankerScore: 0.42,
+    })
+  })
+
+  it('forwards reranker options and never a caller-supplied reranker key', async () => {
+    const response = await POST(
+      buildRequest(
+        JSON.stringify({
+          workspaceId: WORKSPACE_ID,
+          knowledgeBaseIds: ['kb-1'],
+          query: 'hello',
+          topK: 5,
+          rerankerEnabled: true,
+          rerankerModel: 'rerank-v4.0-fast',
+          rerankerInputCount: 40,
+        })
+      )
+    )
+
+    expect(response.status).toBe(200)
+    expect(mockSearch).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({
+          rerankerEnabled: true,
+          rerankerModel: 'rerank-v4.0-fast',
+          rerankerInputCount: 40,
+        }),
+      })
+    )
+    const [{ input }] = mockSearch.mock.calls[0]
+    expect(input).not.toHaveProperty('rerankerApiKey')
+    expect(input).not.toHaveProperty('skipUsageBilling')
+  })
+
+  it('rejects an unsupported reranker model and an out-of-range candidate pool', async () => {
+    const unsupportedModel = await POST(
+      buildRequest(
+        JSON.stringify({
+          workspaceId: WORKSPACE_ID,
+          knowledgeBaseIds: ['kb-1'],
+          query: 'hello',
+          topK: 5,
+          rerankerEnabled: true,
+          rerankerModel: 'rerank-does-not-exist',
+        })
+      )
+    )
+    const oversizedPool = await POST(
+      buildRequest(
+        JSON.stringify({
+          workspaceId: WORKSPACE_ID,
+          knowledgeBaseIds: ['kb-1'],
+          query: 'hello',
+          topK: 5,
+          rerankerEnabled: true,
+          rerankerModel: 'rerank-v4.0-fast',
+          rerankerInputCount: 101,
+        })
+      )
+    )
+
+    expect(unsupportedModel.status).toBe(400)
+    expect(oversizedPool.status).toBe(400)
+    expect(await oversizedPool.json()).toEqual({
+      error: expect.objectContaining({
+        code: 'BAD_REQUEST',
+        message: expect.stringContaining('rerankerInputCount cannot exceed 100'),
+      }),
+    })
+    expect(mockSearch).not.toHaveBeenCalled()
+  })
+
+  it('drops a caller-supplied reranker key instead of forwarding it', async () => {
+    const response = await POST(
+      buildRequest(
+        JSON.stringify({
+          workspaceId: WORKSPACE_ID,
+          knowledgeBaseIds: ['kb-1'],
+          query: 'hello',
+          topK: 5,
+          rerankerEnabled: true,
+          rerankerModel: 'rerank-v4.0-fast',
+          rerankerApiKey: 'secret-byok-key',
+        })
+      )
+    )
+
+    expect(response.status).toBe(200)
+    const [{ input }] = mockSearch.mock.calls[0]
+    expect(input).not.toHaveProperty('rerankerApiKey')
+  })
+
   it('forwards an opted-in hybrid search mode to the application use case', async () => {
     const response = await POST(
       buildRequest(
diff --git a/apps/sim/app/api/v2/knowledge/search/route.ts b/apps/sim/app/api/v2/knowledge/search/route.ts
index 070e1342015..d22a4be4f8c 100644
--- a/apps/sim/app/api/v2/knowledge/search/route.ts
+++ b/apps/sim/app/api/v2/knowledge/search/route.ts
@@ -3,7 +3,6 @@ import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/
 import { v2KnowledgeErrorPolicies } from '@/lib/knowledge/api/route-policies'
 import { knowledgeOperations } from '@/lib/knowledge/application/operations'
 import { searchKnowledge } from '@/lib/knowledge/application/search'
-import { v2Error } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -24,7 +23,6 @@ export const POST = defineV2JsonRoute({
   errorPolicy: v2KnowledgeErrorPolicies.concealKnowledgeBaseUsageAuthorization,
   parseOptions: {
     maxBodyBytes: V2_KNOWLEDGE_SEARCH_MAX_BODY_BYTES,
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
   },
   mapInput: ({ body }) => ({
     workspaceId: body.workspaceId,
@@ -35,7 +33,25 @@ export const POST = defineV2JsonRoute({
     topK: body.topK,
     tagFilters: body.tagFilters,
     searchMode: body.searchMode,
+    rerankerEnabled: body.rerankerEnabled,
+    rerankerModel: body.rerankerModel,
+    rerankerInputCount: body.rerankerInputCount,
   }),
   useCase: searchKnowledge,
-  present: (result) => ({ data: result }),
+  /**
+   * Projected field by field rather than spread. The use-case result also
+   * carries `userId`, `workspaceId`, a `cost` breakdown with pricing internals,
+   * and a live resolved-secret trace registry; only Zod's default key-stripping
+   * keeps them off the wire today, so a single loosened or opaque field in the
+   * response schema would ship them.
+   */
+  present: (result) => ({
+    data: {
+      results: result.results,
+      query: result.query,
+      knowledgeBaseIds: result.knowledgeBaseIds,
+      topK: result.topK,
+      totalResults: result.totalResults,
+    },
+  }),
 })
diff --git a/apps/sim/app/api/v2/knowledge/utils.test.ts b/apps/sim/app/api/v2/knowledge/utils.test.ts
new file mode 100644
index 00000000000..9ccf8818312
--- /dev/null
+++ b/apps/sim/app/api/v2/knowledge/utils.test.ts
@@ -0,0 +1,92 @@
+/**
+ * @vitest-environment node
+ */
+
+import { describe, expect, it } from 'vitest'
+import { v2KnowledgeTaggedDocumentSchema } from '@/lib/api/contracts/v2/knowledge'
+import type { DocumentTagDefinition } from '@/lib/knowledge/tags/types'
+import {
+  toV2DocumentSummary,
+  toV2DocumentTags,
+  toV2TaggedDocument,
+} from '@/app/api/v2/knowledge/utils'
+
+const uploadedAt = new Date('2026-08-01T00:00:00.000Z')
+
+const documentRow = {
+  id: 'doc-1',
+  knowledgeBaseId: 'kb-1',
+  filename: 'invoice.pdf',
+  fileSize: 1024,
+  mimeType: 'application/pdf',
+  processingStatus: 'completed',
+  chunkCount: 4,
+  tokenCount: 512,
+  characterCount: 2048,
+  enabled: true,
+  uploadedAt,
+  tag1: 'billing',
+  number1: 7,
+}
+
+const tagDefinitions: DocumentTagDefinition[] = [
+  {
+    id: 'def-1',
+    knowledgeBaseId: 'kb-1',
+    tagSlot: 'tag1',
+    displayName: 'category',
+    fieldType: 'text',
+    createdAt: uploadedAt,
+    updatedAt: uploadedAt,
+  } as DocumentTagDefinition,
+]
+
+describe('toV2DocumentSummary', () => {
+  it('serializes the shared document fields', () => {
+    expect(toV2DocumentSummary(documentRow)).toEqual({
+      id: 'doc-1',
+      knowledgeBaseId: 'kb-1',
+      filename: 'invoice.pdf',
+      fileSize: 1024,
+      mimeType: 'application/pdf',
+      processingStatus: 'completed',
+      chunkCount: 4,
+      tokenCount: 512,
+      characterCount: 2048,
+      enabled: true,
+      createdAt: '2026-08-01T00:00:00.000Z',
+    })
+  })
+
+  it('returns a null createdAt for a document with no upload timestamp', () => {
+    expect(toV2DocumentSummary({ ...documentRow, uploadedAt: null }).createdAt).toBeNull()
+  })
+
+  it('reads an absent processing status as pending', () => {
+    expect(toV2DocumentSummary({ ...documentRow, processingStatus: null }).processingStatus).toBe(
+      'pending'
+    )
+  })
+})
+
+describe('toV2TaggedDocument', () => {
+  it('produces a contract-valid list item with tags keyed by display name', () => {
+    const projected = toV2TaggedDocument(documentRow, tagDefinitions)
+    expect(v2KnowledgeTaggedDocumentSchema.parse(projected)).toEqual(projected)
+    expect(projected.tags).toEqual({ category: 'billing', number1: 7 })
+  })
+
+  it('does not throw when the document has no upload timestamp', () => {
+    const projected = toV2TaggedDocument({ ...documentRow, uploadedAt: null }, tagDefinitions)
+    expect(projected.createdAt).toBeNull()
+    expect(v2KnowledgeTaggedDocumentSchema.parse(projected)).toEqual(projected)
+  })
+})
+
+describe('toV2DocumentTags', () => {
+  it('serializes a date-valued slot as an ISO string', () => {
+    expect(toV2DocumentTags({ date1: new Date('2026-08-02T00:00:00.000Z') }, [])).toEqual({
+      date1: '2026-08-02T00:00:00.000Z',
+    })
+  })
+})
diff --git a/apps/sim/app/api/v2/knowledge/utils.ts b/apps/sim/app/api/v2/knowledge/utils.ts
index 373f7b2dbd4..1751b673ee3 100644
--- a/apps/sim/app/api/v2/knowledge/utils.ts
+++ b/apps/sim/app/api/v2/knowledge/utils.ts
@@ -1,6 +1,113 @@
-import type { V2KnowledgeBase } from '@/lib/api/contracts/v2/knowledge'
+import type {
+  V2KnowledgeBase,
+  V2KnowledgeDocumentSummary,
+  V2KnowledgeTaggedDocument,
+} from '@/lib/api/contracts/v2/knowledge'
+import { ALL_TAG_SLOTS, type AllTagSlot } from '@/lib/knowledge/constants'
+import type { DocumentTagDefinition } from '@/lib/knowledge/tags/types'
 import type { KnowledgeBaseWithCounts } from '@/lib/knowledge/types'
 import { getUserEmailsByIds, requireResolvedUserEmail } from '@/lib/users/queries'
+import { serializeDate } from '@/app/api/v1/knowledge/utils'
+
+/**
+ * Projects a document's tag slots onto a map keyed by tag display name, the same
+ * projection knowledge search applies to its result `metadata`. A slot holding a
+ * value with no definition keeps its raw slot name rather than disappearing.
+ */
+export function toV2DocumentTags(
+  document: Partial<Record<AllTagSlot, unknown>>,
+  tagDefinitions: readonly DocumentTagDefinition[]
+): Record<string, string | number | boolean | null> {
+  const displayNameBySlot = new Map(
+    tagDefinitions.map((definition) => [definition.tagSlot, definition.displayName])
+  )
+  const tags: Record<string, string | number | boolean | null> = {}
+  for (const slot of ALL_TAG_SLOTS) {
+    const value = document[slot]
+    if (value === null || value === undefined) continue
+    const key = displayNameBySlot.get(slot) ?? slot
+    if (value instanceof Date) {
+      tags[key] = value.toISOString()
+    } else if (
+      typeof value === 'string' ||
+      typeof value === 'number' ||
+      typeof value === 'boolean'
+    ) {
+      tags[key] = value
+    }
+  }
+  return tags
+}
+
+const PROCESSING_STATUSES = ['pending', 'processing', 'completed', 'failed'] as const
+
+type V2DocumentProcessingStatus = (typeof PROCESSING_STATUSES)[number]
+
+/**
+ * Narrows a stored processing status onto the published enum. An absent value
+ * reads as `pending`, matching the column default; an unrecognised one is a
+ * producer bug rather than a caller-reachable failure, so it throws.
+ */
+export function toProcessingStatus(status: string | null | undefined): V2DocumentProcessingStatus {
+  if (status === null || status === undefined) return 'pending'
+  const known = PROCESSING_STATUSES.find((candidate) => candidate === status)
+  if (!known) throw new Error(`Unexpected knowledge document processing status: ${status}`)
+  return known
+}
+
+/**
+ * The document columns every v2 document projection reads. `uploadedAt` is
+ * accepted as nullable because the column is nullable in storage.
+ */
+export interface V2DocumentSummarySource {
+  id: string
+  knowledgeBaseId: string
+  filename: string
+  fileSize: number
+  mimeType: string
+  processingStatus?: string | null
+  chunkCount: number
+  tokenCount: number
+  characterCount: number
+  enabled: boolean
+  uploadedAt: Date | string | null | undefined
+}
+
+/**
+ * The single v2 document summary projection. Every v2 document response — list
+ * item, upload acknowledgement, detail — is this shape plus its own extras, so
+ * the shared field set is serialized in exactly one place.
+ */
+export function toV2DocumentSummary(document: V2DocumentSummarySource): V2KnowledgeDocumentSummary {
+  return {
+    id: document.id,
+    knowledgeBaseId: document.knowledgeBaseId,
+    filename: document.filename,
+    fileSize: document.fileSize,
+    mimeType: document.mimeType,
+    processingStatus: toProcessingStatus(document.processingStatus),
+    chunkCount: document.chunkCount,
+    tokenCount: document.tokenCount,
+    characterCount: document.characterCount,
+    enabled: document.enabled,
+    createdAt: serializeDate(document.uploadedAt),
+  }
+}
+
+interface V2TaggedDocumentSource
+  extends V2DocumentSummarySource,
+    Partial<Record<AllTagSlot, unknown>> {}
+
+/** Serializes a document summary with its tag values keyed by display name. */
+export function toV2TaggedDocument(
+  document: V2TaggedDocumentSource,
+  tagDefinitions: readonly DocumentTagDefinition[]
+): V2KnowledgeTaggedDocument {
+  return {
+    ...toV2DocumentSummary(document),
+    tags: toV2DocumentTags(document, tagDefinitions),
+  }
+}
 
 interface KnowledgeBaseWithFolder {
   knowledgeBase: KnowledgeBaseWithCounts
diff --git a/apps/sim/app/api/v2/lib/response.test.ts b/apps/sim/app/api/v2/lib/response.test.ts
new file mode 100644
index 00000000000..f84dd84a203
--- /dev/null
+++ b/apps/sim/app/api/v2/lib/response.test.ts
@@ -0,0 +1,48 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { v2Error } from '@/app/api/v2/lib/response'
+
+describe('v2Error retry guidance', () => {
+  it('sends Retry-After on 503 so a client does not retry a degraded dependency immediately', () => {
+    const response = v2Error('SERVICE_UNAVAILABLE', 'Service temporarily unavailable')
+
+    expect(response.status).toBe(503)
+    const retryAfter = response.headers.get('Retry-After')
+    expect(retryAfter).not.toBeNull()
+    expect(Number(retryAfter)).toBeGreaterThan(0)
+    expect(Number.isInteger(Number(retryAfter))).toBe(true)
+  })
+
+  it('lets a caller-supplied Retry-After win over the default', () => {
+    const response = v2Error('SERVICE_UNAVAILABLE', 'Service temporarily unavailable', {
+      headers: { 'Retry-After': '30' },
+    })
+
+    expect(response.headers.get('Retry-After')).toBe('30')
+  })
+
+  it('does not invent Retry-After for failures a retry cannot fix', () => {
+    for (const code of ['BAD_REQUEST', 'NOT_FOUND', 'FORBIDDEN', 'CONFLICT'] as const) {
+      expect(v2Error(code, 'nope').headers.get('Retry-After')).toBeNull()
+    }
+  })
+
+  it('does not default Retry-After on 429, whose wait comes from the token bucket', () => {
+    expect(v2Error('RATE_LIMITED', 'API rate limit exceeded').headers.get('Retry-After')).toBeNull()
+  })
+
+  it('stays silent on retrying when the outcome is unknown rather than absent', () => {
+    const response = v2Error(
+      'SERVICE_UNAVAILABLE',
+      'Async execution queue acceptance unconfirmed',
+      {
+        omitRetryAfter: true,
+      }
+    )
+
+    expect(response.status).toBe(503)
+    expect(response.headers.get('Retry-After')).toBeNull()
+  })
+})
diff --git a/apps/sim/app/api/v2/lib/response.ts b/apps/sim/app/api/v2/lib/response.ts
index c0567024d65..8228a8ee3d5 100644
--- a/apps/sim/app/api/v2/lib/response.ts
+++ b/apps/sim/app/api/v2/lib/response.ts
@@ -2,6 +2,8 @@ import { NextResponse } from 'next/server'
 import type { ZodError } from 'zod'
 import { type CursorKey, INVALID_CURSOR_MESSAGE } from '@/lib/api/list-query'
 import { getValidationErrorMessage, serializeZodIssues } from '@/lib/api/server'
+import { ADMISSION_RETRY_AFTER_SECONDS } from '@/lib/core/admission/transient-failure'
+import { forbiddenErrorDetails } from '@/lib/core/application'
 import {
   asOrchestrationError,
   OrchestrationError,
@@ -59,6 +61,44 @@ const V2_CODE_BY_HTTP_STATUS: Partial<Record<number, V2ErrorCode>> = Object.from
  */
 const PRIVATE_NO_STORE = { 'Cache-Control': 'private, no-store' } as const
 
+/**
+ * Seconds a caller should wait before retrying a transient v2 failure, for the
+ * statuses whose response carries no other timing signal.
+ *
+ * Keyed on the response status rather than the v2 error code because
+ * `Retry-After` is defined against the status, and the status is the only half
+ * of the pair a client actually sees. `v2Error` lets a caller override the
+ * status independently of the code, so keying on the code would let the two
+ * disagree.
+ *
+ * RFC 9110 §10.2.3 singles out 503 as the status whose `Retry-After` means "how
+ * long the service is expected to be unavailable to the client", and §15.6.4
+ * permits one. Note the requirement level is `MAY`, so this is a deliberate
+ * improvement on the baseline rather than a conformance fix: without it a
+ * client's only defensible policy on a 503 is an immediate retry, which is
+ * exactly the traffic a degraded dependency cannot absorb. Sim raises 503 when
+ * the API-key store, the rollout gate, the rate-limit backend, or
+ * execution-identity allocation is briefly unavailable, and all four are made
+ * worse by an unthrottled retry storm.
+ *
+ * 429 is deliberately absent because every 429 already knows its own wait: the
+ * throttle path measures it from the caller's token bucket
+ * ({@link v2RateLimitError}), and an admission denial carries the descriptor's
+ * declared `retryAfterSeconds` through to the route. Defaulting it here would
+ * paper over a path that had simply dropped its value — which is exactly the
+ * bug that used to leave a concurrency denial with no `Retry-After` at all.
+ *
+ * The value is Sim's one transient-failure floor, shared with the admission
+ * descriptors so the execute route's capacity 429 and every other surface's 503
+ * cannot drift apart. It is a floor, not a schedule: a fleet that retries at
+ * exactly this offset re-converges into a single burst, so callers should still
+ * add jitter — `backoffWithJitter` from `@sim/utils/retry` is what Sim's own
+ * clients use.
+ */
+const RETRY_AFTER_SECONDS_BY_STATUS: Partial<Record<number, number>> = {
+  503: ADMISSION_RETRY_AFTER_SECONDS,
+}
+
 type RateLimitHeaderSource = Pick<RateLimitResult, 'limit' | 'remaining' | 'resetAt'>
 
 export function rateLimitHeaders(rateLimit?: RateLimitHeaderSource): Record<string, string> {
@@ -80,6 +120,21 @@ function successHeaders(options: V2SuccessOptions): Record<string, string> {
   return { ...PRIVATE_NO_STORE, ...rateLimitHeaders(options.rateLimit), ...options.headers }
 }
 
+/**
+ * The bodiless 200 a `HEAD` receives from a route whose `GET` is not safe.
+ *
+ * RFC 9110 §9.3.2 lets Next alias `HEAD` onto `GET` only because §9.2.1 defines
+ * `HEAD` as safe — "essentially read-only". A `GET` that opens an outbound
+ * connection or writes a row breaks that assumption, and an uptime monitor or
+ * link checker walking the documented URL list would drive those effects
+ * invisibly on every probe. Such a route answers the authorization and
+ * rate-limit questions and stops there. `HEAD` carries no body in any case, so
+ * nothing the caller can observe is fabricated.
+ */
+export function v2HeadNoEffect(options: V2SuccessOptions = {}): NextResponse {
+  return new NextResponse(null, { status: options.status ?? 200, headers: successHeaders(options) })
+}
+
 /** `{ data }` (+ rate-limit headers). */
 export function v2Data<T>(data: T, options: V2SuccessOptions = {}): NextResponse {
   return NextResponse.json(
@@ -104,6 +159,19 @@ interface V2ErrorOptions {
   status?: number
   details?: unknown
   headers?: Record<string, string>
+  /**
+   * Suppresses the code's default `Retry-After` for a failure whose outcome is
+   * *unknown* rather than *absent*.
+   *
+   * A 503 normally means the work did not happen, so "come back in 5 seconds"
+   * is safe advice. The async enqueue that could not be confirmed
+   * (`ASYNC_ENQUEUE_AMBIGUOUS`) is the exception: it deliberately retains its
+   * execution-ID claim because a job may already exist. Telling that caller to
+   * retry invites a client with no `X-Run-Id` to start a second run of the same
+   * workflow, which bills twice. It must reconcile against the run id the
+   * response returns instead, so the response stays silent on retrying.
+   */
+  omitRetryAfter?: boolean
 }
 
 /** `{ error: { code, message, details? } }`. */
@@ -114,11 +182,19 @@ export function v2Error(
 ): NextResponse {
   const error: { code: V2ErrorCode; message: string; details?: unknown } = { code, message }
   if (options.details !== undefined) error.details = options.details
+  const status = options.status ?? STATUS_BY_CODE[code]
+  const retryAfterSeconds = options.omitRetryAfter
+    ? undefined
+    : RETRY_AFTER_SECONDS_BY_STATUS[status]
   return NextResponse.json(
     { error },
     {
-      status: options.status ?? STATUS_BY_CODE[code],
-      headers: { ...PRIVATE_NO_STORE, ...options.headers },
+      status,
+      headers: {
+        ...PRIVATE_NO_STORE,
+        ...(retryAfterSeconds === undefined ? {} : { 'Retry-After': retryAfterSeconds.toString() }),
+        ...options.headers,
+      },
     }
   )
 }
@@ -174,18 +250,56 @@ export function decodeCursor<T = Record<string, unknown>>(cursor: string): T | n
   }
 }
 
+interface OffsetCursorPayload {
+  /** The query state the offset counts positions within. */
+  scope: string
+  offset: number
+}
+
 /**
- * Reads back an offset cursor minted by `encodeCursor({ offset })`.
+ * The filters and sort an offset cursor was minted under.
+ *
+ * An offset is only meaningful against one exact sequence, so everything that
+ * reorders or re-filters that sequence has to travel with it. Build the stamp
+ * from every such param; a value that does not affect ordering or membership
+ * (the page size itself) must stay out, or paging with a different `limit`
+ * would be rejected for no reason.
+ */
+export function offsetCursorScope(parts: Record<string, string | boolean | undefined>): string {
+  return Object.keys(parts)
+    .sort()
+    .map((key) => `${key}=${parts[key] ?? ''}`)
+    .join('&')
+}
+
+/** An offset cursor stamped with the query state that produced it. */
+export function encodeOffsetCursor(scope: string, offset: number): string {
+  return encodeCursor({ scope, offset } satisfies OffsetCursorPayload)
+}
+
+/**
+ * Reads back an offset cursor, refusing one minted under different filters or a
+ * different sort.
  *
  * An absent cursor means page one. A cursor that is not valid base64-JSON, or
  * that does not carry a non-negative integer `offset`, is rejected rather than
  * coerced to 0: silently restarting at page one while the caller believes it is
- * paging forward makes a paging client loop over the first page forever. The v2
- * error policies render the thrown validation error as the canonical 400.
+ * paging forward makes a paging client loop over the first page forever.
+ *
+ * The `scope` check is the offset counterpart of {@link decodeSortedCursor}'s
+ * sort stamp. A bare offset replayed against a newly filtered or re-sorted
+ * sequence names a different position in it, which silently skips rows, repeats
+ * them, or lands past the end and returns an empty page — the failure a keyset
+ * cursor is already protected from. The v2 error policies render the thrown
+ * validation error as the canonical 400.
  */
-export function decodeOffsetCursor(cursor: string | undefined): number {
+export function decodeOffsetCursor(cursor: string | undefined, scope: string): number {
   if (!cursor) return 0
-  const offset = decodeCursor<{ offset?: unknown }>(cursor)?.offset
+  const decoded = decodeCursor<Partial<OffsetCursorPayload>>(cursor)
+  if (!decoded || decoded.scope !== scope) {
+    throw new OrchestrationError('validation', INVALID_CURSOR_MESSAGE)
+  }
+  const { offset } = decoded
   if (typeof offset !== 'number' || !Number.isInteger(offset) || offset < 0) {
     throw new OrchestrationError('validation', 'Invalid cursor')
   }
@@ -241,9 +355,25 @@ export function decodeSortedCursor(cursor: string | undefined, sort: string): De
   return { status: 'ok', keys: decoded.keys }
 }
 
-/** The 400 for a cursor that cannot be resumed under the request's sort. */
-export function v2CursorSortError(): NextResponse {
-  return v2Error('BAD_REQUEST', INVALID_CURSOR_MESSAGE)
+/**
+ * The keyset a paged list should resume from, or `undefined` for page one.
+ *
+ * This is the `mapInput` half of every keyset list: it stamps the request's
+ * sort, reads the cursor back under it, and turns a cursor that was minted
+ * under a different sort into the canonical 400 rather than letting mismatched
+ * keys reach `keysetAfter`. Sharing it is what keeps "a bad cursor is a 400"
+ * from being re-decided per route.
+ */
+export function readSortedCursor(
+  cursor: string | undefined,
+  sortBy: string,
+  sortOrder: string
+): CursorKey[] | undefined {
+  const decoded = decodeSortedCursor(cursor, cursorSortKey(sortBy, sortOrder))
+  if (decoded.status === 'invalid') {
+    throw new OrchestrationError('validation', INVALID_CURSOR_MESSAGE)
+  }
+  return decoded.status === 'ok' ? decoded.keys : undefined
 }
 
 const V2_CODE_BY_ORCHESTRATION_ERROR: Record<OrchestrationErrorCode, V2ErrorCode> = {
@@ -278,9 +408,19 @@ export function v2ErrorForOrchestration(
  * Renders a thrown domain failure in the v2 envelope, or `null` when the error
  * carries no classification and the caller should log it and return its own
  * generic 500. The v2 counterpart of `orchestrationErrorResponse`.
+ *
+ * A refusal that names its cause carries it through as `error.details.code`.
+ * That projection lives here, on the one function every v2 error policy
+ * ultimately falls through to, rather than at each throw site — a route cannot
+ * then forget it, and the code cannot be attached to a status other than the
+ * one its failure class maps to.
  */
 export function v2CaughtOrchestrationError(error: unknown): NextResponse | null {
   const classified = asOrchestrationError(error)
   if (!classified) return null
-  return v2ErrorForOrchestration(classified.code, classified.message)
+  return v2ErrorForOrchestration(
+    classified.code,
+    classified.message,
+    forbiddenErrorDetails(classified)
+  )
 }
diff --git a/apps/sim/app/api/v2/logs/route.test.ts b/apps/sim/app/api/v2/logs/route.test.ts
index 74b5755c412..2b6bb177f72 100644
--- a/apps/sim/app/api/v2/logs/route.test.ts
+++ b/apps/sim/app/api/v2/logs/route.test.ts
@@ -128,6 +128,67 @@ describe('GET /api/v2/logs', () => {
     expect(mocks.execute).not.toHaveBeenCalled()
   })
 
+  it.each([
+    ['abc', 'startDate'],
+    ['2026-08-06', 'startDate'],
+    ['2026-08-06T00:00:00+02:00', 'startDate'],
+  ])('rejects %s as a window bound before it can reach the query', async (value, field) => {
+    const response = await GET(
+      new NextRequest(
+        `http://localhost:3000/api/v2/logs?workspaceId=${WORKSPACE_ID}&${field}=${encodeURIComponent(value)}`
+      )
+    )
+
+    expect(response.status).toBe(400)
+    expect(await response.json()).toMatchObject({
+      error: { code: 'BAD_REQUEST', message: expect.stringContaining('startDate') },
+    })
+    expect(mocks.execute).not.toHaveBeenCalled()
+  })
+
+  it('rejects an unparseable endDate', async () => {
+    const response = await GET(
+      new NextRequest(`http://localhost:3000/api/v2/logs?workspaceId=${WORKSPACE_ID}&endDate=abc`)
+    )
+
+    expect(response.status).toBe(400)
+    expect(mocks.execute).not.toHaveBeenCalled()
+  })
+
+  it('forwards a UTC window bound as a Date', async () => {
+    const response = await GET(
+      new NextRequest(
+        `http://localhost:3000/api/v2/logs?workspaceId=${WORKSPACE_ID}&startDate=2026-08-06T00:00:00Z`
+      )
+    )
+
+    expect(response.status).toBe(200)
+    expect(mocks.execute).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({
+          filters: expect.objectContaining({ startDate: new Date('2026-08-06T00:00:00Z') }),
+        }),
+      })
+    )
+  })
+
+  it('rejects an inverted window instead of answering with an empty page', async () => {
+    const response = await GET(
+      new NextRequest(
+        `http://localhost:3000/api/v2/logs?workspaceId=${WORKSPACE_ID}&startDate=2026-08-06T00:00:00Z&endDate=2026-08-05T00:00:00Z`
+      )
+    )
+
+    expect(response.status).toBe(400)
+    expect(await response.json()).toMatchObject({
+      error: {
+        code: 'BAD_REQUEST',
+        message: expect.stringContaining('startDate must be before or equal to endDate'),
+      },
+    })
+    expect(mocks.execute).not.toHaveBeenCalled()
+  })
+
   it('projects typed folder errors', async () => {
     mocks.execute.mockRejectedValueOnce(new OrchestrationError('not_found', 'Folder not found'))
 
diff --git a/apps/sim/app/api/v2/mcp-servers/[id]/route.test.ts b/apps/sim/app/api/v2/mcp-servers/[id]/route.test.ts
index 01b9dffcb7e..d1c0836afdb 100644
--- a/apps/sim/app/api/v2/mcp-servers/[id]/route.test.ts
+++ b/apps/sim/app/api/v2/mcp-servers/[id]/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 import type { mcpServers } from '@sim/db/schema'
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import {
@@ -9,38 +18,16 @@ import {
   NoWorkspaceAccessError,
 } from '@/lib/core/application'
 
-const { mocks, MockV2ApiKeyUnauthenticatedError } = vi.hoisted(() => {
-  class MockV2ApiKeyUnauthenticatedError extends Error {}
-  return {
-    mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
-      get: vi.fn(),
-      update: vi.fn(),
-      remove: vi.fn(),
-      capture: vi.fn(),
-    },
-    MockV2ApiKeyUnauthenticatedError,
-  }
-})
-
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: MockV2ApiKeyUnauthenticatedError,
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: vi.fn().mockReturnValue({
-    maxTokens: 100,
-    refillRate: 100,
-    refillIntervalMs: 60_000,
-  }),
+const mocks = vi.hoisted(() => ({
+  get: vi.fn(),
+  update: vi.fn(),
+  remove: vi.fn(),
+  capture: vi.fn(),
 }))
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/api/server/rate-limit-context', () => ({
   recordRateLimitSnapshot: vi.fn(),
   getRateLimitHeaders: vi.fn().mockReturnValue(null),
@@ -49,7 +36,6 @@ vi.mock('@/lib/core/utils/request', () => ({
   generateRequestId: vi.fn().mockReturnValue('request-1'),
   getClientIp: vi.fn().mockReturnValue('127.0.0.1'),
 }))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
 vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: mocks.capture }))
 vi.mock('@/lib/mcp/application/use-cases', () => ({
   getMcpServerUseCase: { operation: { id: 'mcp_servers.read' }, execute: mocks.get },
@@ -65,17 +51,10 @@ const PRINCIPAL = { kind: 'workspace_api_key' as const, workspaceId: WORKSPACE_I
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: ['workspace:workspace-1'] as const,
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`] as const,
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE_LIMIT_OK = {
-  allowed: true,
-  limit: 100,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T00:00:00Z'),
-  retryAfterMs: 0,
-}
 const server = {
   id: 'mcp-server-1',
   workspaceId: WORKSPACE_ID,
@@ -122,10 +101,10 @@ function request(method: 'GET' | 'PATCH' | 'DELETE', body?: unknown) {
 describe('/api/v2/mcp-servers/[id]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.operationRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.get.mockResolvedValue({ server })
     mocks.update.mockResolvedValue({ server })
     mocks.remove.mockResolvedValue({ server })
@@ -175,11 +154,12 @@ describe('/api/v2/mcp-servers/[id]', () => {
   })
 
   it('authenticates before parsing an invalid update body', async () => {
-    mocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
 
     const response = await PATCH(request('PATCH', {}), context)
 
     expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
     expect(mocks.update).not.toHaveBeenCalled()
   })
 
diff --git a/apps/sim/app/api/v2/mcp-servers/[id]/route.ts b/apps/sim/app/api/v2/mcp-servers/[id]/route.ts
index 20027c2f474..1612b2269b0 100644
--- a/apps/sim/app/api/v2/mcp-servers/[id]/route.ts
+++ b/apps/sim/app/api/v2/mcp-servers/[id]/route.ts
@@ -3,12 +3,7 @@ import {
   v2GetMcpServerContract,
   v2UpdateMcpServerContract,
 } from '@/lib/api/contracts/v2/mcp-servers'
-import {
-  createV2ResourceConcealmentPolicy,
-  defineV2JsonRoute,
-  v2ApiKeyAuth,
-  v2RateLimits,
-} from '@/lib/api/server/routes'
+import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
 import { mcpServerOperations } from '@/lib/mcp/application/operations'
 import {
   deleteMcpServerUseCase,
@@ -16,15 +11,11 @@ import {
   updateMcpServerUseCase,
 } from '@/lib/mcp/application/use-cases'
 import { captureServerEvent } from '@/lib/posthog/server'
-import { toV2McpServer } from '@/app/api/v2/mcp-servers/utils'
+import { mcpServerResourceErrorPolicy, toV2McpServer } from '@/app/api/v2/mcp-servers/utils'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
 
-const mcpServerResourceErrorPolicy = createV2ResourceConcealmentPolicy({
-  notFoundMessage: 'MCP server not found',
-})
-
 /** GET /api/v2/mcp-servers/[id] — Fetch a single MCP server. */
 export const GET = defineV2JsonRoute({
   contract: v2GetMcpServerContract,
diff --git a/apps/sim/app/api/v2/mcp-servers/[id]/tools/route.test.ts b/apps/sim/app/api/v2/mcp-servers/[id]/tools/route.test.ts
new file mode 100644
index 00000000000..cf39d34b6a8
--- /dev/null
+++ b/apps/sim/app/api/v2/mcp-servers/[id]/tools/route.test.ts
@@ -0,0 +1,195 @@
+/**
+ * @vitest-environment node
+ */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  discover: vi.fn(),
+}))
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
+vi.mock('@/lib/api/server/rate-limit-context', () => ({
+  recordRateLimitSnapshot: vi.fn(),
+  getRateLimitHeaders: vi.fn().mockReturnValue(null),
+}))
+vi.mock('@/lib/core/utils/request', () => ({
+  generateRequestId: vi.fn().mockReturnValue('request-1'),
+  getClientIp: vi.fn().mockReturnValue('127.0.0.1'),
+}))
+vi.mock('@/lib/mcp/application/use-cases', () => ({
+  discoverMcpServerToolsUseCase: {
+    operation: { id: 'mcp_servers.tools.discover' },
+    execute: mocks.discover,
+  },
+}))
+
+import { WorkspaceApiKeyAuthorizationError } from '@/lib/core/application'
+import { McpConnectionError, McpOauthAuthorizationRequiredError } from '@/lib/mcp/types'
+import { GET } from '@/app/api/v2/mcp-servers/[id]/tools/route'
+
+const WORKSPACE_ID = 'workspace-1'
+const SERVER_ID = 'mcp-3f7a9c21'
+const PRINCIPAL = { kind: 'personal_api_key' as const, userId: 'user-1', keyId: 'key-1' }
+const AUTH = {
+  principal: PRINCIPAL,
+  rolloutUserId: 'user-1',
+  rateLimitSubjectIds: ['api-key:key-1', 'user:user-1'] as const,
+  rateLimitSubscription: null,
+  keyType: 'personal' as const,
+}
+const TOOL = {
+  name: 'search_docs',
+  description: 'Search the internal documentation',
+  inputSchema: {
+    type: 'object' as const,
+    properties: { query: { type: 'string' } },
+    required: ['query'],
+  },
+  serverId: SERVER_ID,
+  serverName: 'Docs server',
+}
+
+function request(query: string, method = 'GET') {
+  return new NextRequest(`http://localhost:3000/api/v2/mcp-servers/${SERVER_ID}/tools?${query}`, {
+    method,
+    headers: { 'x-api-key': 'key' },
+  })
+}
+
+const context = { params: Promise.resolve({ id: SERVER_ID }) }
+
+describe('/api/v2/mcp-servers/[id]/tools', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    mocks.discover.mockResolvedValue({ tools: [TOOL] })
+  })
+
+  it('returns a server tool inventory as a single page', async () => {
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}`), context)
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(body).toEqual({ data: [TOOL], nextCursor: null })
+    expect(mocks.discover).toHaveBeenCalledWith({
+      principal: PRINCIPAL,
+      input: { workspaceId: WORKSPACE_ID, serverId: SERVER_ID, refresh: false },
+      request: expect.anything(),
+    })
+  })
+
+  it('forwards an explicit refresh so a caller can bypass the tool cache', async () => {
+    await GET(request(`workspaceId=${WORKSPACE_ID}&refresh=true`), { ...context })
+
+    expect(mocks.discover).toHaveBeenCalledWith(
+      expect.objectContaining({ input: expect.objectContaining({ refresh: true }) })
+    )
+  })
+
+  /**
+   * Next aliases a missing `HEAD` export onto `GET`, and RFC 9110 §9.2.1 defines
+   * `HEAD` as safe. Discovery is not: it opens a live connection to a
+   * third-party endpoint and writes the outcome onto the server row. An uptime
+   * monitor or link checker walking the documented URL list would otherwise
+   * drive both on every probe, invisibly.
+   */
+  it('answers HEAD without connecting to the server or writing its status', async () => {
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}&refresh=true`, 'HEAD'), {
+      ...context,
+    })
+
+    expect(response.status).toBe(200)
+    expect(await response.text()).toBe('')
+    expect(mocks.discover).not.toHaveBeenCalled()
+  })
+
+  it('rejects a query param it does not implement', async () => {
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}&limit=10`), { ...context })
+
+    expect(response.status).toBe(400)
+    expect(mocks.discover).not.toHaveBeenCalled()
+  })
+
+  it('reports an unreachable server as a retryable 503, not a server fault', async () => {
+    mocks.discover.mockRejectedValueOnce(new McpConnectionError('ECONNREFUSED', 'Docs server'))
+
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}`), { ...context })
+    const body = await response.json()
+
+    expect(response.status).toBe(503)
+    expect(body.error.code).toBe('SERVICE_UNAVAILABLE')
+    expect(response.headers.get('Retry-After')).not.toBeNull()
+    expect(JSON.stringify(body)).not.toContain('ECONNREFUSED')
+  })
+
+  it('reports a stale OAuth grant as a 409 a client can branch on, never as a Sim credential failure', async () => {
+    mocks.discover.mockRejectedValueOnce(
+      new McpOauthAuthorizationRequiredError(SERVER_ID, 'Docs server')
+    )
+
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}`), { ...context })
+    const body = await response.json()
+
+    expect(response.status).toBe(409)
+    expect(body.error.code).toBe('CONFLICT')
+    expect(body.error.details).toEqual({ code: 'MCP_SERVER_REAUTHORIZATION_REQUIRED' })
+  })
+
+  it('does not blame the caller for an upstream protocol fault', async () => {
+    mocks.discover.mockRejectedValueOnce(new Error('MCP error -32602: Invalid params'))
+
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}`), { ...context })
+    const body = await response.json()
+
+    expect(response.status).toBe(500)
+    expect(body.error.code).toBe('INTERNAL_ERROR')
+    expect(JSON.stringify(body)).not.toContain('Invalid params')
+  })
+
+  it('does not report a Sim-side response-schema defect as the caller`s bad request', async () => {
+    mocks.discover.mockResolvedValueOnce({
+      tools: [{ ...TOOL, inputSchema: { ...TOOL.inputSchema, type: 'string' } }],
+    })
+
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}`), { ...context })
+    const body = await response.json()
+
+    expect(response.status).toBe(500)
+    expect(body.error.code).toBe('INTERNAL_ERROR')
+  })
+
+  it('rejects a workspace API key, which cannot supply the caller`s OAuth grant', async () => {
+    mocks.discover.mockRejectedValueOnce(new WorkspaceApiKeyAuthorizationError())
+
+    const response = await GET(request(`workspaceId=${WORKSPACE_ID}`), { ...context })
+    const body = await response.json()
+
+    expect(response.status).toBe(403)
+    expect(body.error.code).toBe('FORBIDDEN')
+  })
+
+  it('authenticates before parsing', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(request(''), { ...context })
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+    expect(mocks.discover).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/api/v2/mcp-servers/[id]/tools/route.ts b/apps/sim/app/api/v2/mcp-servers/[id]/tools/route.ts
new file mode 100644
index 00000000000..137ef0fab8e
--- /dev/null
+++ b/apps/sim/app/api/v2/mcp-servers/[id]/tools/route.ts
@@ -0,0 +1,39 @@
+import { v2ListMcpServerToolsContract } from '@/lib/api/contracts/v2/mcp-servers'
+import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
+import { mcpServerOperations } from '@/lib/mcp/application/operations'
+import { discoverMcpServerToolsUseCase } from '@/lib/mcp/application/use-cases'
+import { v2McpToolDiscoveryErrorPolicy } from '@/app/api/v2/mcp-servers/utils'
+
+export const dynamic = 'force-dynamic'
+export const revalidate = 0
+
+/**
+ * GET /api/v2/mcp-servers/[id]/tools — List the tools a registered MCP server exposes.
+ *
+ * The path segment is static, so it can never shadow a server id: ids are minted
+ * as `mcp-<hash>` from the workspace and endpoint URL, and the registration
+ * contract requires a URL.
+ *
+ * Discovery is not a safe read: it opens a live connection to the registered
+ * endpoint and records the outcome on the server row. Next aliases `HEAD` onto
+ * `GET`, and RFC 9110 §9.2.1 defines `HEAD` as safe, so this route declares
+ * itself not head-safe — a `HEAD` is authenticated and rate-limited, then
+ * answered bodiless without connecting or writing. Without that, an uptime
+ * monitor or link checker walking the documented URL list would drive outbound
+ * third-party traffic and mutate rows on every probe.
+ */
+export const GET = defineV2JsonRoute({
+  contract: v2ListMcpServerToolsContract,
+  operation: mcpServerOperations.discoverTools,
+  auth: v2ApiKeyAuth,
+  headSafe: false,
+  rateLimit: v2RateLimits.publicApi,
+  errorPolicy: v2McpToolDiscoveryErrorPolicy,
+  mapInput: ({ params, query }) => ({
+    workspaceId: query.workspaceId,
+    serverId: params.id,
+    refresh: query.refresh,
+  }),
+  useCase: discoverMcpServerToolsUseCase,
+  present: ({ tools }) => ({ data: tools, nextCursor: null }),
+})
diff --git a/apps/sim/app/api/v2/mcp-servers/route.test.ts b/apps/sim/app/api/v2/mcp-servers/route.test.ts
index cf158e4cec2..027ae7272ed 100644
--- a/apps/sim/app/api/v2/mcp-servers/route.test.ts
+++ b/apps/sim/app/api/v2/mcp-servers/route.test.ts
@@ -2,40 +2,27 @@
  * @vitest-environment node
  */
 import type { mcpServers } from '@sim/db/schema'
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mocks, MockV2ApiKeyUnauthenticatedError } = vi.hoisted(() => {
-  class MockV2ApiKeyUnauthenticatedError extends Error {}
-  return {
-    mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
-      list: vi.fn(),
-      create: vi.fn(),
-      capture: vi.fn(),
-    },
-    MockV2ApiKeyUnauthenticatedError,
-  }
-})
-
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: MockV2ApiKeyUnauthenticatedError,
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: vi.fn().mockReturnValue({
-    maxTokens: 100,
-    refillRate: 100,
-    refillIntervalMs: 60_000,
-  }),
+const mocks = vi.hoisted(() => ({
+  list: vi.fn(),
+  create: vi.fn(),
+  capture: vi.fn(),
 }))
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/api/server/rate-limit-context', () => ({
   recordRateLimitSnapshot: vi.fn(),
   getRateLimitHeaders: vi.fn().mockReturnValue(null),
@@ -44,7 +31,6 @@ vi.mock('@/lib/core/utils/request', () => ({
   generateRequestId: vi.fn().mockReturnValue('request-1'),
   getClientIp: vi.fn().mockReturnValue('127.0.0.1'),
 }))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
 vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: mocks.capture }))
 vi.mock('@/lib/mcp/application/use-cases', () => ({
   listMcpServersUseCase: { operation: { id: 'mcp_servers.list' }, execute: mocks.list },
@@ -59,17 +45,10 @@ const PRINCIPAL = { kind: 'workspace_api_key' as const, workspaceId: WORKSPACE_I
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: ['workspace:workspace-1'] as const,
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`] as const,
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE_LIMIT_OK = {
-  allowed: true,
-  limit: 100,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T00:00:00Z'),
-  retryAfterMs: 0,
-}
 const server = {
   id: 'mcp-server-1',
   workspaceId: WORKSPACE_ID,
@@ -112,11 +91,16 @@ function request(method: 'GET' | 'POST', url: string, body?: unknown) {
 describe('/api/v2/mcp-servers', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.operationRate.mockResolvedValue(RATE_LIMIT_OK)
-    mocks.gate.mockResolvedValue(null)
-    mocks.list.mockResolvedValue({ servers: [server] })
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    mocks.list.mockResolvedValue({
+      servers: [server],
+      nextCursorKeys: null,
+      sortBy: 'createdAt',
+      sortOrder: 'desc',
+    })
     mocks.create.mockResolvedValue({ server, updated: false })
   })
 
@@ -134,11 +118,86 @@ describe('/api/v2/mcp-servers', () => {
         search: undefined,
         sortBy: 'createdAt',
         sortOrder: 'desc',
+        limit: 50,
+        cursor: undefined,
+        cursorKeys: undefined,
       },
       request: expect.anything(),
     })
   })
 
+  it('bounds the server list by the requested limit', async () => {
+    await GET(request('GET', `/api/v2/mcp-servers?workspaceId=${WORKSPACE_ID}&limit=2`))
+
+    expect(mocks.list).toHaveBeenCalledWith(
+      expect.objectContaining({ input: expect.objectContaining({ limit: 2 }) })
+    )
+  })
+
+  it('mints a resumable cursor and replays it against the same sort', async () => {
+    mocks.list.mockResolvedValueOnce({
+      servers: [server],
+      nextCursorKeys: [server.createdAt.toISOString(), server.id],
+      sortBy: 'createdAt',
+      sortOrder: 'desc',
+    })
+
+    const first = await GET(
+      request('GET', `/api/v2/mcp-servers?workspaceId=${WORKSPACE_ID}&limit=1`)
+    )
+    const { nextCursor } = await first.json()
+
+    expect(nextCursor).toEqual(expect.any(String))
+
+    const second = await GET(
+      request(
+        'GET',
+        `/api/v2/mcp-servers?workspaceId=${WORKSPACE_ID}&limit=1&cursor=${encodeURIComponent(nextCursor)}`
+      )
+    )
+
+    expect(second.status).toBe(200)
+    expect(mocks.list).toHaveBeenLastCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({
+          cursorKeys: [server.createdAt.toISOString(), server.id],
+        }),
+      })
+    )
+  })
+
+  it('rejects a cursor minted under a different sort', async () => {
+    mocks.list.mockResolvedValueOnce({
+      servers: [server],
+      nextCursorKeys: [server.createdAt.toISOString(), server.id],
+      sortBy: 'createdAt',
+      sortOrder: 'desc',
+    })
+
+    const first = await GET(
+      request('GET', `/api/v2/mcp-servers?workspaceId=${WORKSPACE_ID}&limit=1`)
+    )
+    const { nextCursor } = await first.json()
+
+    const response = await GET(
+      request(
+        'GET',
+        `/api/v2/mcp-servers?workspaceId=${WORKSPACE_ID}&limit=1&sortBy=name&cursor=${encodeURIComponent(nextCursor)}`
+      )
+    )
+
+    expect(response.status).toBe(400)
+  })
+
+  it('rejects a fractional limit rather than paging on a fractional LIMIT', async () => {
+    const response = await GET(
+      request('GET', `/api/v2/mcp-servers?workspaceId=${WORKSPACE_ID}&limit=1.5`)
+    )
+
+    expect(response.status).toBe(400)
+    expect(mocks.list).not.toHaveBeenCalled()
+  })
+
   it('strictly creates an MCP server with the v2 source and status', async () => {
     const response = await POST(
       request('POST', '/api/v2/mcp-servers', {
@@ -163,9 +222,10 @@ describe('/api/v2/mcp-servers', () => {
   })
 
   it('keeps product analytics surface-specific for personal API keys', async () => {
-    mocks.authenticate.mockResolvedValueOnce({
+    v2RouteMocks.authenticate.mockResolvedValueOnce({
       ...AUTH,
       principal: { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-personal' },
+      rateLimitSubjectIds: ['api-key:key-personal', 'user:user-1'],
       keyType: 'personal',
     })
 
@@ -187,11 +247,12 @@ describe('/api/v2/mcp-servers', () => {
   })
 
   it('authenticates before parsing create input', async () => {
-    mocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
 
     const response = await POST(request('POST', '/api/v2/mcp-servers', {}))
 
     expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
     expect(mocks.create).not.toHaveBeenCalled()
   })
 })
diff --git a/apps/sim/app/api/v2/mcp-servers/route.ts b/apps/sim/app/api/v2/mcp-servers/route.ts
index 5d31b41f9b9..53949d93738 100644
--- a/apps/sim/app/api/v2/mcp-servers/route.ts
+++ b/apps/sim/app/api/v2/mcp-servers/route.ts
@@ -11,6 +11,7 @@ import {
 import { mcpServerOperations } from '@/lib/mcp/application/operations'
 import { createMcpServerUseCase, listMcpServersUseCase } from '@/lib/mcp/application/use-cases'
 import { captureServerEvent } from '@/lib/posthog/server'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 import { toV2McpServer } from '@/app/api/v2/mcp-servers/utils'
 
 export const dynamic = 'force-dynamic'
@@ -23,9 +24,21 @@ export const GET = defineV2JsonRoute({
   auth: v2ApiKeyAuth,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  mapInput: ({ query }) => query,
+  mapInput: ({ query }) => ({
+    workspaceId: query.workspaceId,
+    search: query.search,
+    sortBy: query.sortBy,
+    sortOrder: query.sortOrder,
+    limit: query.limit,
+    cursorKeys: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
+  }),
   useCase: listMcpServersUseCase,
-  present: ({ servers }) => ({ data: servers.map(toV2McpServer), nextCursor: null }),
+  present: ({ servers, nextCursorKeys, sortBy, sortOrder }) => ({
+    data: servers.map(toV2McpServer),
+    nextCursor: nextCursorKeys
+      ? encodeSortedCursor(cursorSortKey(sortBy, sortOrder), nextCursorKeys)
+      : null,
+  }),
 })
 
 /** POST /api/v2/mcp-servers — Register a new MCP server. */
diff --git a/apps/sim/app/api/v2/mcp-servers/utils.ts b/apps/sim/app/api/v2/mcp-servers/utils.ts
index 7d186ff8770..a46f344ea57 100644
--- a/apps/sim/app/api/v2/mcp-servers/utils.ts
+++ b/apps/sim/app/api/v2/mcp-servers/utils.ts
@@ -1,7 +1,12 @@
-import type { NextResponse } from 'next/server'
+import { UnauthorizedError } from '@modelcontextprotocol/sdk/client/auth.js'
+import { StreamableHTTPError } from '@modelcontextprotocol/sdk/client/streamableHttp.js'
+import { McpError as McpSdkError } from '@modelcontextprotocol/sdk/types.js'
 import { type V2McpServer, v2McpServerSchema } from '@/lib/api/contracts/v2/mcp-servers'
+import { createV2ResourceConcealmentPolicy, type V2ErrorPolicy } from '@/lib/api/server/routes'
+import { isTimeoutError } from '@/lib/core/execution-limits'
 import { projectMcpHeaders } from '@/lib/mcp/projection'
 import type { McpServerRow } from '@/lib/mcp/queries'
+import { McpConnectionError, McpOauthAuthorizationRequiredError } from '@/lib/mcp/types'
 import { v2Error } from '@/app/api/v2/lib/response'
 
 /**
@@ -26,25 +31,85 @@ export function toV2McpServer(row: McpServerRow): V2McpServer {
   })
 }
 
+export const mcpServerResourceErrorPolicy = createV2ResourceConcealmentPolicy({
+  notFoundMessage: 'MCP server not found',
+})
+
 /**
- * Renders an MCP orchestration failure in the v2 error envelope.
+ * `error.details.code` on the 409 a stale MCP OAuth grant produces.
  *
- * `forbidden` is the domain-allowlist / SSRF rejection and keeps its 403.
- * `bad_gateway` is a DNS failure on the caller-supplied hostname — the caller's
- * input is at fault, so it surfaces as a 400 rather than implying a Sim outage.
+ * 409 carries more than one cause across the v2 surface, so the discriminator is
+ * what lets a client branch without matching on prose. It is published in the
+ * operation description.
  */
-export function v2McpOrchestrationError(
-  errorCode: string | undefined,
-  message: string
-): NextResponse {
-  switch (errorCode) {
-    case 'not_found':
-      return v2Error('NOT_FOUND', 'MCP server not found')
-    case 'forbidden':
-      return v2Error('FORBIDDEN', message)
-    case 'bad_gateway':
-      return v2Error('BAD_REQUEST', message)
-    default:
-      return v2Error('INTERNAL_ERROR', 'Internal server error')
+export const MCP_SERVER_REAUTHORIZATION_REQUIRED = 'MCP_SERVER_REAUTHORIZATION_REQUIRED'
+
+/**
+ * Caller-safe wording for a third-party server that did not answer usefully.
+ *
+ * Every branch returns a constant, so an upstream message — which may quote a
+ * hostname, a token endpoint, or a stack — never reaches the caller.
+ */
+function unreachableServerMessage(error: unknown): string {
+  if (isTimeoutError(error)) return 'The MCP server took too long to respond'
+  if (error instanceof McpConnectionError && error.message.toLowerCase().includes('cooldown')) {
+    return 'The MCP server recently failed and is in cooldown'
   }
+  return 'The MCP server could not be reached'
 }
+
+/**
+ * Renders a tool-discovery failure.
+ *
+ * Discovery talks to a server the caller registered, so its failures are
+ * ordinary operating conditions rather than Sim faults: an unreachable, slow, or
+ * cooling-down server is a retryable 503 (`v2Error` stamps it with
+ * `Retry-After`), and a server whose stored OAuth grant no longer works is a 409
+ * — the registration exists but its grant no longer does, which is a state
+ * conflict a human resolves by reauthorizing. Answering all of those with a bare
+ * 500 would make the endpoint that completes MCP onboarding indistinguishable
+ * from a Sim outage.
+ *
+ * The reauthorization case deliberately does **not** reuse 401. On this surface
+ * 401 means exactly one thing — the Sim API key is missing or invalid — and the
+ * published response description says so; a client that reacted to it by
+ * rotating or refreshing its Sim key would loop forever without touching the
+ * actual problem. It is also not a 403: the caller's rights on the Sim resource
+ * are fine.
+ *
+ * Classification is a typed dispatch over the MCP error families rather than
+ * `categorizeError`'s substring fallback. That fallback reaches 400 on any
+ * message containing `invalid`, which misattributed two different faults to the
+ * caller: an upstream JSON-RPC `Invalid params`, and — because the builder
+ * `.parse`s the response on the way out — a Sim-side response-schema defect,
+ * whose `ZodError` message carries `invalid_type`. The second is the worse of
+ * the two: answering it here suppressed the builder's 500 and its
+ * unhandled-error logging on the one v2 endpoint whose payload shape is authored
+ * by a third party. Anything unrecognised now returns `null` and keeps that
+ * generic 500.
+ */
+export const v2McpToolDiscoveryErrorPolicy = {
+  render(error) {
+    const orchestrated = mcpServerResourceErrorPolicy.render(error)
+    if (orchestrated) return orchestrated
+
+    if (error instanceof McpOauthAuthorizationRequiredError || error instanceof UnauthorizedError) {
+      return v2Error(
+        'CONFLICT',
+        'The MCP server must be reauthorized in Sim before its tools can be listed',
+        { details: { code: MCP_SERVER_REAUTHORIZATION_REQUIRED } }
+      )
+    }
+
+    if (
+      isTimeoutError(error) ||
+      error instanceof McpConnectionError ||
+      error instanceof McpSdkError ||
+      error instanceof StreamableHTTPError
+    ) {
+      return v2Error('SERVICE_UNAVAILABLE', unreachableServerMessage(error))
+    }
+
+    return null
+  },
+} satisfies V2ErrorPolicy
diff --git a/apps/sim/app/api/v2/secrets/route.test.ts b/apps/sim/app/api/v2/secrets/route.test.ts
index 5c173b4d883..47147b25f91 100644
--- a/apps/sim/app/api/v2/secrets/route.test.ts
+++ b/apps/sim/app/api/v2/secrets/route.test.ts
@@ -46,6 +46,7 @@ vi.mock('@/lib/secrets/application/use-cases', () => ({
   listSecretsUseCase: { operation: { id: 'secrets.list' }, execute: mocks.list },
 }))
 
+import { V2_DEFAULT_PAGE_SIZE } from '@/lib/api/contracts/v2/shared'
 import { GET } from '@/app/api/v2/secrets/route'
 
 const WORKSPACE_ID = 'workspace-1'
@@ -88,7 +89,13 @@ describe('GET /api/v2/secrets', () => {
     mocks.preauthRate.mockResolvedValue(RATE_LIMIT_OK)
     mocks.operationRate.mockResolvedValue(RATE_LIMIT_OK)
     mocks.gate.mockResolvedValue(null)
-    mocks.list.mockResolvedValue({ secrets: [secret], userId: 'user-1' })
+    mocks.list.mockResolvedValue({
+      secrets: [secret],
+      userId: 'user-1',
+      nextCursorKeys: null,
+      sortBy: 'name',
+      sortOrder: 'asc',
+    })
   })
 
   it('lists secret metadata without exposing values', async () => {
@@ -121,6 +128,9 @@ describe('GET /api/v2/secrets', () => {
         search: undefined,
         sortBy: 'name',
         sortOrder: 'asc',
+        limit: V2_DEFAULT_PAGE_SIZE,
+        cursor: undefined,
+        cursorKeys: undefined,
       },
       request: expect.anything(),
     })
diff --git a/apps/sim/app/api/v2/secrets/route.ts b/apps/sim/app/api/v2/secrets/route.ts
index 62a1685dc88..c0b64d7f338 100644
--- a/apps/sim/app/api/v2/secrets/route.ts
+++ b/apps/sim/app/api/v2/secrets/route.ts
@@ -7,6 +7,7 @@ import {
 } from '@/lib/api/server/routes'
 import { secretOperations } from '@/lib/secrets/application/operations'
 import { listSecretsUseCase } from '@/lib/secrets/application/use-cases'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 import { toV2Secret } from '@/app/api/v2/secrets/utils'
 
 export const dynamic = 'force-dynamic'
@@ -19,10 +20,15 @@ export const GET = defineV2JsonRoute({
   auth: v2ApiKeyAuth,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  mapInput: ({ query }) => query,
+  mapInput: ({ query }) => ({
+    ...query,
+    cursorKeys: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
+  }),
   useCase: listSecretsUseCase,
-  present: ({ secrets, userId }) => ({
+  present: ({ secrets, userId, nextCursorKeys, sortBy, sortOrder }) => ({
     data: secrets.map((secret) => toV2Secret(secret, userId)),
-    nextCursor: null,
+    nextCursor: nextCursorKeys
+      ? encodeSortedCursor(cursorSortKey(sortBy, sortOrder), nextCursorKeys)
+      : null,
   }),
 })
diff --git a/apps/sim/app/api/v2/skills/route.test.ts b/apps/sim/app/api/v2/skills/route.test.ts
index 6d7770e05a0..6324aee87dc 100644
--- a/apps/sim/app/api/v2/skills/route.test.ts
+++ b/apps/sim/app/api/v2/skills/route.test.ts
@@ -53,6 +53,17 @@ vi.mock('@/lib/skills/application/use-cases', () => ({
 import { GET, POST } from '@/app/api/v2/skills/route'
 
 const WORKSPACE_ID = 'workspace-1'
+
+/**
+ * The scope stamp the route mints for the default query. Written out rather
+ * than imported so the test pins the wire format a shipped cursor carries.
+ */
+const SCOPE = ({
+  search = '',
+  sortBy = 'createdAt',
+  sortOrder = 'desc',
+}: Record<string, string> = {}) =>
+  `search=${search}&sortBy=${sortBy}&sortOrder=${sortOrder}&workspaceId=${WORKSPACE_ID}`
 const PRINCIPAL = { kind: 'workspace_api_key' as const, workspaceId: WORKSPACE_ID, keyId: 'key-1' }
 const AUTH = {
   principal: PRINCIPAL,
@@ -79,7 +90,7 @@ const skill = {
   updatedAt: new Date('2026-01-02T00:00:00Z'),
 }
 
-function request(method: 'GET' | 'POST', url: string, body?: unknown) {
+function request(method: 'GET' | 'POST' | 'HEAD', url: string, body?: unknown) {
   return new NextRequest(`http://localhost:3000${url}`, {
     method,
     headers: {
@@ -97,7 +108,7 @@ describe('/api/v2/skills', () => {
     mocks.preauthRate.mockResolvedValue(RATE_LIMIT_OK)
     mocks.operationRate.mockResolvedValue(RATE_LIMIT_OK)
     mocks.gate.mockResolvedValue(null)
-    mocks.list.mockResolvedValue({ skills: [skill] })
+    mocks.list.mockResolvedValue({ skills: [skill], hasMore: false, offset: 0, limit: 50 })
     mocks.create.mockResolvedValue({ skill })
   })
 
@@ -105,7 +116,9 @@ describe('/api/v2/skills', () => {
     const response = await GET(request('GET', `/api/v2/skills?workspaceId=${WORKSPACE_ID}`))
 
     expect(response.status).toBe(200)
-    expect((await response.json()).data[0]).not.toHaveProperty('content')
+    const body = await response.json()
+    expect(body.data[0]).not.toHaveProperty('content')
+    expect(body.nextCursor).toBeNull()
     expect(mocks.list).toHaveBeenCalledWith({
       principal: PRINCIPAL,
       input: {
@@ -113,11 +126,79 @@ describe('/api/v2/skills', () => {
         search: undefined,
         sortBy: 'createdAt',
         sortOrder: 'desc',
+        limit: 50,
+        cursor: undefined,
+        offset: 0,
+        cursorScope: SCOPE(),
       },
       request: expect.anything(),
     })
   })
 
+  it('resumes from the offset cursor and mints the next one while pages remain', async () => {
+    mocks.list.mockResolvedValueOnce({
+      skills: [skill],
+      hasMore: true,
+      offset: 2,
+      limit: 2,
+      cursorScope: SCOPE(),
+    })
+    const cursor = Buffer.from(JSON.stringify({ scope: SCOPE(), offset: 2 })).toString('base64')
+
+    const response = await GET(
+      request(
+        'GET',
+        `/api/v2/skills?workspaceId=${WORKSPACE_ID}&limit=2&cursor=${encodeURIComponent(cursor)}`
+      )
+    )
+
+    expect(response.status).toBe(200)
+    expect((await response.json()).nextCursor).toBe(
+      Buffer.from(JSON.stringify({ scope: SCOPE(), offset: 4 })).toString('base64')
+    )
+    expect(mocks.list).toHaveBeenCalledWith(
+      expect.objectContaining({ input: expect.objectContaining({ limit: 2, offset: 2 }) })
+    )
+  })
+
+  /**
+   * An offset means nothing against a sequence it was not counted in, so a
+   * cursor minted under one sort must not silently resume under another.
+   */
+  it('rejects a cursor replayed under a different sort', async () => {
+    const cursor = Buffer.from(JSON.stringify({ scope: SCOPE(), offset: 2 })).toString('base64')
+
+    const response = await GET(
+      request(
+        'GET',
+        `/api/v2/skills?workspaceId=${WORKSPACE_ID}&sortBy=name&cursor=${encodeURIComponent(cursor)}`
+      )
+    )
+
+    expect(response.status).toBe(400)
+    expect(mocks.list).not.toHaveBeenCalled()
+  })
+
+  /**
+   * The guard itself is unit-tested in `definition.test.ts`; this proves the
+   * pairing end-to-end, on a real v2 read that used to reply 500 to a plain HEAD.
+   */
+  it('serves HEAD through the GET handler instead of throwing', async () => {
+    const response = await GET(request('HEAD', `/api/v2/skills?workspaceId=${WORKSPACE_ID}`))
+
+    expect(response.status).toBe(200)
+    expect(mocks.list).toHaveBeenCalled()
+  })
+
+  it('rejects a malformed cursor rather than silently restarting at page one', async () => {
+    const response = await GET(
+      request('GET', `/api/v2/skills?workspaceId=${WORKSPACE_ID}&cursor=not-a-cursor`)
+    )
+
+    expect(response.status).toBe(400)
+    expect(mocks.list).not.toHaveBeenCalled()
+  })
+
   it('creates a skill with the v2 source and status', async () => {
     const response = await POST(
       request('POST', '/api/v2/skills', {
diff --git a/apps/sim/app/api/v2/skills/route.ts b/apps/sim/app/api/v2/skills/route.ts
index b49c685fe90..e1356ef7ea0 100644
--- a/apps/sim/app/api/v2/skills/route.ts
+++ b/apps/sim/app/api/v2/skills/route.ts
@@ -8,8 +8,28 @@ import {
 import { captureServerEvent } from '@/lib/posthog/server'
 import { skillOperations } from '@/lib/skills/application/operations'
 import { createSkillUseCase, listSkillsUseCase } from '@/lib/skills/application/use-cases'
+import {
+  decodeOffsetCursor,
+  encodeOffsetCursor,
+  offsetCursorScope,
+} from '@/app/api/v2/lib/response'
 import { toV2Skill, toV2SkillSummary } from '@/app/api/v2/skills/utils'
 
+/** The query state a skills offset cursor is only valid within. */
+function skillCursorScope(query: {
+  workspaceId: string
+  search?: string
+  sortBy: string
+  sortOrder: string
+}): string {
+  return offsetCursorScope({
+    workspaceId: query.workspaceId,
+    search: query.search,
+    sortBy: query.sortBy,
+    sortOrder: query.sortOrder,
+  })
+}
+
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
 
@@ -20,9 +40,25 @@ export const GET = defineV2JsonRoute({
   auth: v2ApiKeyAuth,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  mapInput: ({ query }) => query,
+  mapInput: ({ query }) => {
+    /**
+     * The offset counts positions in the merged, filtered, sorted sequence, so
+     * every param that changes that sequence is stamped into the cursor and
+     * re-checked here. `limit` is deliberately absent — it selects how much of
+     * the sequence to return, not what the sequence is.
+     */
+    const scope = skillCursorScope(query)
+    return {
+      ...query,
+      offset: decodeOffsetCursor(query.cursor, scope),
+      cursorScope: scope,
+    }
+  },
   useCase: listSkillsUseCase,
-  present: ({ skills }) => ({ data: skills.map(toV2SkillSummary), nextCursor: null }),
+  present: ({ skills, hasMore, offset, limit, cursorScope }) => ({
+    data: skills.map(toV2SkillSummary),
+    nextCursor: hasMore ? encodeOffsetCursor(cursorScope, offset + limit) : null,
+  }),
 })
 
 /** POST /api/v2/skills — Create a skill. */
diff --git a/apps/sim/app/api/v2/skills/utils.ts b/apps/sim/app/api/v2/skills/utils.ts
index a1cc30ceb02..eb07440b91e 100644
--- a/apps/sim/app/api/v2/skills/utils.ts
+++ b/apps/sim/app/api/v2/skills/utils.ts
@@ -1,18 +1,16 @@
 import type { skill } from '@sim/db/schema'
-import type { NextResponse } from 'next/server'
 import type { V2Skill, V2SkillSummary } from '@/lib/api/contracts/v2/skills'
-import type { SkillOrchestrationErrorCode } from '@/lib/skills/orchestration'
 import { isBuiltinSkillId } from '@/lib/workflows/skills/builtin-skills'
-import { v2Error } from '@/app/api/v2/lib/response'
-
-/**
- * Shared serialization + error mapping for the v2 skills surface.
- */
+import type { SkillSummaryRow } from '@/lib/workflows/skills/operations'
 
+/** Shared serialization for the v2 skills surface. */
 type SkillRow = typeof skill.$inferSelect
 
-/** List projection — no `content`; skill bodies are fetched per skill. */
-export function toV2SkillSummary(row: SkillRow): V2SkillSummary {
+/**
+ * List projection — no `content`; skill bodies are fetched per skill. It takes
+ * the body-less row so the list query never has to load one.
+ */
+export function toV2SkillSummary(row: SkillSummaryRow): V2SkillSummary {
   return {
     id: row.id,
     name: row.name,
@@ -27,22 +25,3 @@ export function toV2SkillSummary(row: SkillRow): V2SkillSummary {
 export function toV2Skill(row: SkillRow): V2Skill {
   return { ...toV2SkillSummary(row), content: row.content }
 }
-
-/** Renders a skill orchestration failure in the v2 error envelope. */
-export function v2SkillOrchestrationError(
-  errorCode: SkillOrchestrationErrorCode | undefined,
-  message: string
-): NextResponse {
-  switch (errorCode) {
-    case 'validation':
-      return v2Error('BAD_REQUEST', message)
-    case 'forbidden':
-      return v2Error('FORBIDDEN', message)
-    case 'not_found':
-      return v2Error('NOT_FOUND', 'Skill not found')
-    case 'conflict':
-      return v2Error('CONFLICT', message)
-    default:
-      return v2Error('INTERNAL_ERROR', 'Internal server error')
-  }
-}
diff --git a/apps/sim/app/api/v2/tables/[tableId]/cancel-runs/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/cancel-runs/route.test.ts
index 17d013606d6..4ed78156035 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/cancel-runs/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/cancel-runs/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -9,28 +18,15 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   class MockTableRowsValidationError extends Error {}
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       cancelRuns: vi.fn(),
     },
     MockTableRowsValidationError,
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
 }))
@@ -49,16 +45,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 
 function call(body: unknown) {
   const request = new NextRequest('http://localhost/api/v2/tables/table-1/cancel-runs', {
@@ -75,10 +65,10 @@ function call(body: unknown) {
 describe('POST /api/v2/tables/[tableId]/cancel-runs', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.cancelRuns.mockResolvedValue({ table: { id: 'table-1' }, cancelled: 4 })
   })
 
@@ -146,4 +136,13 @@ describe('POST /api/v2/tables/[tableId]/cancel-runs', () => {
     expect(contradictory.status).toBe(400)
     expect(mocks.cancelRuns).not.toHaveBeenCalled()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await call({ workspaceId: WORKSPACE_ID, scope: 'all' }).response
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/[tableId]/columns/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/columns/route.test.ts
index 4ca1f73bf67..5fedb51afac 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/columns/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/columns/route.test.ts
@@ -2,31 +2,27 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   add: vi.fn(),
   update: vi.fn(),
   remove: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/columns', () => ({
   addTableColumnUseCase: { operation: { id: 'tables.columns.add' }, execute: mocks.add },
   updateTableColumnUseCase: { operation: { id: 'tables.columns.update' }, execute: mocks.update },
@@ -45,16 +41,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const table = {
   id: 'table-1',
   name: 'Contacts',
@@ -77,10 +67,10 @@ function request(method: 'POST' | 'PATCH' | 'DELETE', body: unknown) {
 describe('/api/v2/tables/[tableId]/columns', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.add.mockResolvedValue({ table })
     mocks.update.mockResolvedValue({ table, changed: false })
     mocks.remove.mockResolvedValue({ table })
@@ -108,6 +98,49 @@ describe('/api/v2/tables/[tableId]/columns', () => {
     })
   })
 
+  it('forwards required on both the add and the update column write', async () => {
+    await POST(
+      request('POST', {
+        workspaceId: WORKSPACE_ID,
+        column: { name: 'Name', type: 'string', required: true },
+      }),
+      context
+    )
+    await PATCH(
+      request('PATCH', {
+        workspaceId: WORKSPACE_ID,
+        columnName: 'Name',
+        updates: { required: false },
+      }),
+      context
+    )
+
+    expect(mocks.add).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({
+          column: { name: 'Name', type: 'string', required: true },
+        }),
+      })
+    )
+    expect(mocks.update).toHaveBeenCalledWith(
+      expect.objectContaining({ input: expect.objectContaining({ updates: { required: false } }) })
+    )
+  })
+
+  it('rejects an unrecognized key on the column delete body', async () => {
+    const response = await DELETE(
+      request('DELETE', {
+        workspaceId: WORKSPACE_ID,
+        columnName: 'Other',
+        columnNames: ['Other'],
+      }),
+      context
+    )
+
+    expect(response.status).toBe(400)
+    expect(mocks.remove).not.toHaveBeenCalled()
+  })
+
   it('maps typed application validation failures without inspecting messages', async () => {
     mocks.update.mockRejectedValueOnce(new OrchestrationError('validation', 'Invalid column'))
 
@@ -133,4 +166,16 @@ describe('/api/v2/tables/[tableId]/columns', () => {
     expect(response.status).toBe(200)
     expect(mocks.remove).toHaveBeenCalledOnce()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await POST(
+      request('POST', { workspaceId: WORKSPACE_ID, column: { name: 'Name', type: 'string' } }),
+      context
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/[tableId]/columns/route.ts b/apps/sim/app/api/v2/tables/[tableId]/columns/route.ts
index 03030a64729..4440d408b74 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/columns/route.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/columns/route.ts
@@ -12,7 +12,7 @@ import {
   updateTableColumnUseCase,
 } from '@/lib/table/application/columns'
 import { tableOperations } from '@/lib/table/application/operations'
-import { normalizeColumn } from '@/app/api/table/utils'
+import { normalizeColumn } from '@/lib/table/wire'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
diff --git a/apps/sim/app/api/v2/tables/[tableId]/columns/run/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/columns/run/route.test.ts
index 83b77f98923..e9257648ab5 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/columns/run/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/columns/run/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -9,28 +18,15 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   class MockTableRowsValidationError extends Error {}
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       startRun: vi.fn(),
     },
     MockTableRowsValidationError,
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
 }))
@@ -49,16 +45,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 
 function call(body: unknown) {
   const request = new NextRequest('http://localhost/api/v2/tables/table-1/columns/run', {
@@ -75,10 +65,10 @@ function call(body: unknown) {
 describe('POST /api/v2/tables/[tableId]/columns/run', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.startRun.mockResolvedValue({ table: { id: 'table-1' }, dispatchId: 'dispatch-1' })
   })
 
@@ -143,4 +133,13 @@ describe('POST /api/v2/tables/[tableId]/columns/run', () => {
     expect(response.status).toBe(400)
     expect(mocks.startRun).not.toHaveBeenCalled()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await call({ workspaceId: WORKSPACE_ID, groupIds: ['group-1'] }).response
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/[tableId]/exports/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/exports/route.test.ts
index ad7a2d1bc2f..b2c700871c9 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/exports/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/exports/route.test.ts
@@ -2,31 +2,27 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   create: vi.fn(),
   read: vi.fn(),
   download: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/app/api/v2/tables/presenters', () => ({
   presentV2TableExport: (tableExport: unknown) => ({ data: tableExport }),
 }))
@@ -53,16 +49,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const tableExport = {
   id: 'export-1',
   tableId: 'table-1',
@@ -79,10 +69,10 @@ const tableExport = {
 describe('v2 table exports', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
   })
 
   it('creates an export through the authorized use case', async () => {
@@ -140,4 +130,18 @@ describe('v2 table exports', () => {
       request: downloadRequest,
     })
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+    const request = new NextRequest('http://localhost:3000/api/v2/tables/table-1/exports', {
+      method: 'POST',
+      headers: { 'content-type': 'application/json' },
+      body: JSON.stringify({ workspaceId: WORKSPACE_ID, format: 'csv' }),
+    })
+
+    const response = await POST(request, { params: Promise.resolve({ tableId: 'table-1' }) })
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/[tableId]/groups/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/groups/route.test.ts
index 35acd0b7739..94bfb5816c6 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/groups/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/groups/route.test.ts
@@ -2,32 +2,28 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   list: vi.fn(),
   create: vi.fn(),
   update: vi.fn(),
   remove: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/groups', () => ({
   listTableGroupsUseCase: { operation: { id: 'tables.groups.list' }, execute: mocks.list },
   createTableGroupUseCase: { operation: { id: 'tables.groups.create' }, execute: mocks.create },
@@ -47,16 +43,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const group = {
   id: 'group-1',
   workflowId: 'workflow-1',
@@ -93,10 +83,10 @@ function writeRequest(method: 'POST' | 'PATCH' | 'DELETE', body: unknown) {
 describe('/api/v2/tables/[tableId]/groups', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.list.mockResolvedValue({ groups: [group] })
     mocks.create.mockResolvedValue({ table, group })
     mocks.update.mockResolvedValue({ table, group, changed: true, startAutoRun: false })
@@ -118,6 +108,20 @@ describe('/api/v2/tables/[tableId]/groups', () => {
     })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest(
+        `http://localhost:3000/api/v2/tables/table-1/groups?workspaceId=${WORKSPACE_ID}`
+      ),
+      context
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('defaults create autoRun off and delegates all execution initiation to the application layer', async () => {
     const req = writeRequest('POST', {
       workspaceId: WORKSPACE_ID,
diff --git a/apps/sim/app/api/v2/tables/[tableId]/groups/route.ts b/apps/sim/app/api/v2/tables/[tableId]/groups/route.ts
index 8910958f55a..b92dfb69d5f 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/groups/route.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/groups/route.ts
@@ -13,7 +13,7 @@ import {
   updateTableGroupUseCase,
 } from '@/lib/table/application/groups'
 import { tableOperations } from '@/lib/table/application/operations'
-import { normalizeColumn } from '@/app/api/table/utils'
+import { normalizeColumn } from '@/lib/table/wire'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
diff --git a/apps/sim/app/api/v2/tables/[tableId]/query/count/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/query/count/route.test.ts
new file mode 100644
index 00000000000..576b3925505
--- /dev/null
+++ b/apps/sim/app/api/v2/tables/[tableId]/query/count/route.test.ts
@@ -0,0 +1,181 @@
+/**
+ * @vitest-environment node
+ */
+
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
+  class MockTableRowsValidationError extends Error {
+    constructor(
+      message: string,
+      readonly details?: unknown
+    ) {
+      super(message)
+    }
+  }
+  return {
+    mocks: {
+      queryRows: vi.fn(),
+    },
+    MockTableRowsValidationError,
+  }
+})
+
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
+vi.mock('@/lib/table/application/rows', () => ({
+  TableRowsValidationError: MockTableRowsValidationError,
+  queryTableRows: { operation: { id: 'tables.rows.query' }, execute: mocks.queryRows },
+}))
+
+import { POST } from '@/app/api/v2/tables/[tableId]/query/count/route'
+
+const WORKSPACE_ID = 'workspace-1'
+const PRINCIPAL = {
+  kind: 'workspace_api_key' as const,
+  workspaceId: WORKSPACE_ID,
+  keyId: 'key-1',
+}
+const AUTH = {
+  principal: PRINCIPAL,
+  rolloutUserId: 'owner-1',
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
+  rateLimitSubscription: null,
+  keyType: 'workspace' as const,
+}
+const TABLE = {
+  id: 'table-1',
+  workspaceId: WORKSPACE_ID,
+  schema: { columns: [{ id: 'column-name', name: 'name', type: 'string' as const }] },
+}
+const ROW = {
+  id: 'row-1',
+  data: { 'column-name': 'Ada' },
+  createdAt: new Date('2026-01-01T00:00:00Z'),
+  updatedAt: new Date('2026-01-02T00:00:00Z'),
+}
+
+function call(body: unknown) {
+  const request = new NextRequest('http://localhost/api/v2/tables/table-1/query/count', {
+    method: 'POST',
+    headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
+    body: JSON.stringify(body),
+  })
+  return {
+    request,
+    response: POST(request, { params: Promise.resolve({ tableId: 'table-1' }) }),
+  }
+}
+
+describe('POST /api/v2/tables/[tableId]/query/count', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    mocks.queryRows.mockResolvedValue({
+      table: TABLE,
+      rows: [ROW],
+      rowCount: 1,
+      totalCount: 4321,
+      nextCursor: 'cursor-1',
+    })
+  })
+
+  it('counts the predicate matches across the whole table, not the page', async () => {
+    const predicate = { all: [{ field: 'name', op: 'eq', value: 'Ada' }] }
+    const invocation = call({ workspaceId: WORKSPACE_ID, predicate })
+    const response = await invocation.response
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({ data: { totalCount: 4321 } })
+    expect(mocks.queryRows).toHaveBeenCalledWith({
+      principal: PRINCIPAL,
+      input: {
+        tableId: 'table-1',
+        assertedWorkspaceId: WORKSPACE_ID,
+        predicate,
+        limit: 1,
+        includeTotal: true,
+      },
+      request: invocation.request,
+    })
+  })
+
+  it('counts the whole table when no predicate is sent', async () => {
+    mocks.queryRows.mockResolvedValue({
+      table: TABLE,
+      rows: [],
+      rowCount: 0,
+      totalCount: 0,
+      nextCursor: null,
+    })
+
+    const response = await call({ workspaceId: WORKSPACE_ID }).response
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({ data: { totalCount: 0 } })
+    expect(mocks.queryRows).toHaveBeenCalledWith(
+      expect.objectContaining({ input: expect.objectContaining({ predicate: undefined }) })
+    )
+  })
+
+  it('rejects the paging controls a count has no use for', async () => {
+    const response = await call({ workspaceId: WORKSPACE_ID, limit: 10, cursor: 'x' }).response
+
+    expect(response.status).toBe(400)
+    expect(mocks.queryRows).not.toHaveBeenCalled()
+  })
+
+  it('keeps a malformed predicate as a structured 400', async () => {
+    mocks.queryRows.mockRejectedValue(
+      new MockTableRowsValidationError('Unknown column "nope"', { code: 'INVALID_PREDICATE' })
+    )
+
+    const response = await call({
+      workspaceId: WORKSPACE_ID,
+      predicate: { all: [{ field: 'nope', op: 'eq', value: 1 }] },
+    }).response
+
+    expect(response.status).toBe(400)
+    expect((await response.json()).error.details).toEqual({ code: 'INVALID_PREDICATE' })
+  })
+
+  it('never presents a fabricated zero when no total was computed', async () => {
+    mocks.queryRows.mockResolvedValue({
+      table: TABLE,
+      rows: [ROW],
+      rowCount: 1,
+      totalCount: null,
+      nextCursor: null,
+    })
+
+    const response = await call({ workspaceId: WORKSPACE_ID }).response
+
+    expect(response.status).toBe(500)
+    expect(await response.json()).toEqual({
+      error: { code: 'INTERNAL_ERROR', message: 'Internal server error' },
+    })
+  })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await call({ workspaceId: WORKSPACE_ID }).response
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+})
diff --git a/apps/sim/app/api/v2/tables/[tableId]/query/count/route.ts b/apps/sim/app/api/v2/tables/[tableId]/query/count/route.ts
new file mode 100644
index 00000000000..f71712224dc
--- /dev/null
+++ b/apps/sim/app/api/v2/tables/[tableId]/query/count/route.ts
@@ -0,0 +1,45 @@
+import { TABLE_QUERY_MAX_BODY_BYTES } from '@/lib/api/contracts/tables'
+import { v2QueryRowsCountContract } from '@/lib/api/contracts/v2/tables'
+import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
+import { v2TableRowsErrorPolicy } from '@/lib/table/api/row-route-policies'
+import { tableOperations } from '@/lib/table/application/operations'
+import { queryTableRows } from '@/lib/table/application/rows'
+
+export const dynamic = 'force-dynamic'
+export const revalidate = 0
+
+/**
+ * Counts the rows a predicate matches.
+ *
+ * The same `queryTableRows` read the paged endpoints use, asked for its total
+ * instead of its page: `includeTotal` runs a COUNT over the full predicate view
+ * (not the page's keyset window), and `limit: 1` keeps the row drain that runs
+ * alongside it to a single row rather than a full default page.
+ *
+ * `totalCount` is `number | null` on the use-case result because callers may ask
+ * for a page without a total. This route always asks for one, so a null here is
+ * a broken invariant rather than a reachable outcome — it fails loudly instead
+ * of being coerced into a plausible-looking zero.
+ */
+export const POST = defineV2JsonRoute({
+  contract: v2QueryRowsCountContract,
+  operation: tableOperations.queryRows,
+  auth: v2ApiKeyAuth,
+  rateLimit: v2RateLimits.publicApi,
+  errorPolicy: v2TableRowsErrorPolicy,
+  parseOptions: { maxBodyBytes: TABLE_QUERY_MAX_BODY_BYTES },
+  mapInput: ({ params, body }) => ({
+    tableId: params.tableId,
+    assertedWorkspaceId: body.workspaceId,
+    predicate: body.predicate,
+    limit: 1,
+    includeTotal: true,
+  }),
+  useCase: queryTableRows,
+  present: ({ totalCount }) => {
+    if (totalCount === null) {
+      throw new Error('Table row count requested with includeTotal but no total was computed')
+    }
+    return { data: { totalCount } }
+  },
+})
diff --git a/apps/sim/app/api/v2/tables/[tableId]/query/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/query/route.test.ts
index 88ab015bf3c..d32782c9bb2 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/query/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/query/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -16,28 +25,15 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   }
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       queryRows: vi.fn(),
     },
     MockTableRowsValidationError,
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
   queryTableRows: { operation: { id: 'tables.rows.query' }, execute: mocks.queryRows },
@@ -54,16 +50,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 const TABLE = {
   id: 'table-1',
   workspaceId: WORKSPACE_ID,
@@ -91,10 +81,10 @@ function call(body: unknown) {
 describe('POST /api/v2/tables/[tableId]/query', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.queryRows.mockResolvedValue({ table: TABLE, rows: [ROW], nextCursor: null })
   })
 
@@ -138,12 +128,22 @@ describe('POST /api/v2/tables/[tableId]/query', () => {
     )
   })
 
+  it('rejects a v1-shaped filter key instead of answering with an unfiltered page', async () => {
+    const response = await call({
+      workspaceId: WORKSPACE_ID,
+      filter: { name: { $eq: 'Ada' } },
+    }).response
+
+    expect(response.status).toBe(400)
+    expect(mocks.queryRows).not.toHaveBeenCalled()
+  })
+
   it('rejects an invalid page limit after admission and before delegation', async () => {
     const response = await call({ workspaceId: WORKSPACE_ID, limit: 5000 }).response
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticate).toHaveBeenCalledOnce()
-    expect(mocks.operationRate).toHaveBeenCalledOnce()
+    expect(v2RouteMocks.authenticate).toHaveBeenCalledOnce()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(AUTH.rateLimitSubjectIds.length)
     expect(mocks.queryRows).not.toHaveBeenCalled()
   })
 
@@ -165,4 +165,13 @@ describe('POST /api/v2/tables/[tableId]/query', () => {
     expect(response.status).toBe(413)
     expect(mocks.queryRows).not.toHaveBeenCalled()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await call({ workspaceId: WORKSPACE_ID }).response
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/[tableId]/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/route.test.ts
index da221f15235..5060a47a762 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/route.test.ts
@@ -2,14 +2,19 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   read: vi.fn(),
   update: vi.fn(),
   remove: vi.fn(),
@@ -18,18 +23,9 @@ const mocks = vi.hoisted(() => ({
   getMaxRowsPerTable: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: mocks.capture }))
 vi.mock('@/lib/table/application/tables', () => ({
   readTableUseCase: { operation: { id: 'tables.read' }, execute: mocks.read },
@@ -57,16 +53,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const table = {
   id: 'table-1',
   workspaceId: WORKSPACE_ID,
@@ -107,10 +97,10 @@ function request(method: 'GET' | 'PATCH' | 'DELETE', body?: unknown) {
 describe('/api/v2/tables/[tableId]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.getUserEmailsByIds.mockResolvedValue(new Map([['owner-1', 'owner@example.com']]))
     mocks.getMaxRowsPerTable.mockResolvedValue(5000)
     mocks.read.mockResolvedValue({ table, folderPath: '/' })
@@ -147,6 +137,15 @@ describe('/api/v2/tables/[tableId]', () => {
     })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(request('GET'), context)
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('preserves a successful no-op PATCH response', async () => {
     const response = await PATCH(
       request('PATCH', { workspaceId: WORKSPACE_ID, name: 'Contacts' }),
diff --git a/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/enrichment/[groupId]/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/enrichment/[groupId]/route.test.ts
index c0e1306fe6a..31671eb4fa4 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/enrichment/[groupId]/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/enrichment/[groupId]/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -9,28 +18,15 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   class MockTableRowsValidationError extends Error {}
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       startRun: vi.fn(),
     },
     MockTableRowsValidationError,
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
 }))
@@ -50,16 +46,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 
 function call(body: unknown) {
   const request = new NextRequest(
@@ -81,10 +71,10 @@ function call(body: unknown) {
 describe('POST /api/v2/tables/[tableId]/rows/[rowId]/enrichment/[groupId]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.startRun.mockResolvedValue({ table: { id: 'table-1' }, dispatchId: 'dispatch-1' })
   })
 
@@ -116,6 +106,15 @@ describe('POST /api/v2/tables/[tableId]/rows/[rowId]/enrichment/[groupId]', () =
     expect(await response.json()).toEqual({ data: { dispatchId: null } })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await call({ workspaceId: WORKSPACE_ID }).response
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('rejects a missing workspace before delegation', async () => {
     const response = await call({}).response
 
diff --git a/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/route.test.ts
index 8a2395c073a..276751f0723 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/rows/[rowId]/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -9,10 +18,6 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   class MockTableRowsValidationError extends Error {}
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       readRow: vi.fn(),
       updateRow: vi.fn(),
       deleteRow: vi.fn(),
@@ -21,18 +26,9 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
   readTableRow: { operation: { id: 'tables.rows.read' }, execute: mocks.readRow },
@@ -53,16 +49,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 const TABLE = {
   id: 'table-1',
   workspaceId: WORKSPACE_ID,
@@ -93,10 +83,10 @@ function request(method: 'GET' | 'PATCH' | 'DELETE', body?: unknown) {
 describe('/api/v2/tables/[tableId]/rows/[rowId]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.readRow.mockResolvedValue({ table: TABLE, row: ROW })
     mocks.updateRow.mockResolvedValue({ table: TABLE, row: ROW, changed: true })
     mocks.deleteRow.mockResolvedValue({ table: TABLE, deletedRowId: ROW.id })
@@ -120,6 +110,15 @@ describe('/api/v2/tables/[tableId]/rows/[rowId]', () => {
     })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(request('GET'), CONTEXT)
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('updates through the shared use case with the exact patch', async () => {
     const req = request('PATCH', { workspaceId: WORKSPACE_ID, data: { name: 'Ada' } })
     const response = await PATCH(req, CONTEXT)
diff --git a/apps/sim/app/api/v2/tables/[tableId]/rows/find/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/rows/find/route.test.ts
index e86f657c272..293935428a1 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/rows/find/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/rows/find/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -9,33 +18,21 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   class MockTableRowsValidationError extends Error {}
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       findRows: vi.fn(),
     },
     MockTableRowsValidationError,
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
   findTableRows: { operation: { id: 'tables.rows.find' }, execute: mocks.findRows },
 }))
 
+import { v2Error } from '@/app/api/v2/lib/response'
 import { POST } from '@/app/api/v2/tables/[tableId]/rows/find/route'
 
 const WORKSPACE_ID = 'workspace-1'
@@ -47,16 +44,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 const TABLE = {
   id: 'table-1',
   workspaceId: WORKSPACE_ID,
@@ -78,10 +69,10 @@ function call(body: unknown) {
 describe('POST /api/v2/tables/[tableId]/rows/find', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.findRows.mockResolvedValue({
       table: TABLE,
       matches: [{ ordinal: 3, rowId: 'row-1', column: 'column-name' }],
@@ -119,17 +110,25 @@ describe('POST /api/v2/tables/[tableId]/rows/find', () => {
     const response = await call({ workspaceId: WORKSPACE_ID, q: '' }).response
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticate).toHaveBeenCalledOnce()
+    expect(v2RouteMocks.authenticate).toHaveBeenCalledOnce()
     expect(mocks.findRows).not.toHaveBeenCalled()
   })
 
   it('stops at the rollout gate before the shared use case', async () => {
-    const { v2Error } = await import('@/app/api/v2/lib/response')
-    mocks.gate.mockResolvedValue(v2Error('NOT_FOUND', 'Not found'))
+    v2RouteMocks.gate.mockResolvedValue(v2Error('NOT_FOUND', 'Not found'))
 
     const response = await call({ workspaceId: WORKSPACE_ID, q: 'ada' }).response
 
     expect(response.status).toBe(404)
     expect(mocks.findRows).not.toHaveBeenCalled()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await call({ workspaceId: WORKSPACE_ID, q: 'ada' }).response
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/[tableId]/rows/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/rows/route.test.ts
index 9c4eaa74426..3d7ef8d5271 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/rows/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/rows/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -9,10 +18,6 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   class MockTableRowsValidationError extends Error {}
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       listRows: vi.fn(),
       createRows: vi.fn(),
       updateRows: vi.fn(),
@@ -22,18 +27,9 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
   listTableRows: { operation: { id: 'tables.rows.list' }, execute: mocks.listRows },
@@ -53,16 +49,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 const TABLE = {
   id: 'table-1',
   workspaceId: WORKSPACE_ID,
@@ -90,10 +80,10 @@ function request(method: 'GET' | 'POST' | 'PATCH' | 'DELETE', body?: unknown, qu
 describe('/api/v2/tables/[tableId]/rows', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.listRows.mockResolvedValue({ table: TABLE, rows: [ROW], nextCursor: null })
     mocks.createRows.mockResolvedValue({ kind: 'single', table: TABLE, row: ROW })
     mocks.updateRows.mockResolvedValue({
@@ -139,6 +129,18 @@ describe('/api/v2/tables/[tableId]/rows', () => {
     expect((await response.json()).nextCursor).toBe('next-native-cursor')
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      request('GET', undefined, `?workspaceId=${WORKSPACE_ID}&limit=25`),
+      CONTEXT
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('delegates single and batch creation through one semantic use case', async () => {
     const single = request('POST', { workspaceId: WORKSPACE_ID, data: { name: 'Ada' } })
     expect((await (await POST(single, CONTEXT)).json()).data.id).toBe('row-1')
diff --git a/apps/sim/app/api/v2/tables/[tableId]/rows/upsert/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/rows/upsert/route.test.ts
index ddcd5106649..96e633d0834 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/rows/upsert/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/rows/upsert/route.test.ts
@@ -2,6 +2,15 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -9,28 +18,15 @@ const { mocks, MockTableRowsValidationError } = vi.hoisted(() => {
   class MockTableRowsValidationError extends Error {}
   return {
     mocks: {
-      authenticate: vi.fn(),
-      preauthRate: vi.fn(),
-      operationRate: vi.fn(),
-      gate: vi.fn(),
       upsertRow: vi.fn(),
     },
     MockTableRowsValidationError,
   }
 })
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/rows', () => ({
   TableRowsValidationError: MockTableRowsValidationError,
   upsertTableRow: { operation: { id: 'tables.rows.upsert' }, execute: mocks.upsertRow },
@@ -47,16 +43,10 @@ const PRINCIPAL = {
 const AUTH = {
   principal: PRINCIPAL,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const RATE = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00Z'),
-  retryAfterMs: 0,
-}
 const TABLE = {
   id: 'table-1',
   workspaceId: WORKSPACE_ID,
@@ -72,10 +62,10 @@ const ROW = {
 describe('POST /api/v2/tables/[tableId]/rows/upsert', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(AUTH)
-    mocks.preauthRate.mockResolvedValue(RATE)
-    mocks.operationRate.mockResolvedValue(RATE)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(AUTH)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.upsertRow.mockResolvedValue({ table: TABLE, row: ROW, operation: 'update' })
   })
 
@@ -117,6 +107,26 @@ describe('POST /api/v2/tables/[tableId]/rows/upsert', () => {
     })
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const request = new NextRequest('http://localhost/api/v2/tables/table-1/rows/upsert', {
+      method: 'POST',
+      headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
+      body: JSON.stringify({
+        workspaceId: WORKSPACE_ID,
+        data: { email: 'ada@example.com' },
+        conflictTarget: 'email',
+      }),
+    })
+    const response = await POST(request, {
+      params: Promise.resolve({ tableId: 'table-1' }),
+    })
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('rejects an empty conflict target before delegation', async () => {
     const request = new NextRequest('http://localhost/api/v2/tables/table-1/rows/upsert', {
       method: 'POST',
diff --git a/apps/sim/app/api/v2/tables/[tableId]/views/[viewId]/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/views/[viewId]/route.test.ts
index fa253c093f4..9fdecfd9985 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/views/[viewId]/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/views/[viewId]/route.test.ts
@@ -2,32 +2,28 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   read: vi.fn(),
   update: vi.fn(),
   remove: vi.fn(),
   email: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/views', () => ({
   readTableViewUseCase: { operation: { id: 'tables.views.read' }, execute: mocks.read },
   updateTableViewUseCase: { operation: { id: 'tables.views.update' }, execute: mocks.update },
@@ -46,16 +42,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const view = {
   id: 'view-1',
   tableId: 'table-1',
@@ -82,10 +72,10 @@ function request(method: 'GET' | 'PATCH' | 'DELETE', body?: unknown) {
 describe('/api/v2/tables/[tableId]/views/[viewId]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.read.mockResolvedValue({ view })
     mocks.update.mockResolvedValue({ view, changed: false })
     mocks.remove.mockResolvedValue({ viewId: 'view-1' })
@@ -122,4 +112,13 @@ describe('/api/v2/tables/[tableId]/views/[viewId]', () => {
     expect(await response.json()).toEqual({ data: { id: 'view-1', deleted: true } })
     expect(mocks.remove).toHaveBeenCalledOnce()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(request('GET'), context)
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/[tableId]/views/route.test.ts b/apps/sim/app/api/v2/tables/[tableId]/views/route.test.ts
index 3f2e6a20288..e89fe4a4fa2 100644
--- a/apps/sim/app/api/v2/tables/[tableId]/views/route.test.ts
+++ b/apps/sim/app/api/v2/tables/[tableId]/views/route.test.ts
@@ -2,32 +2,28 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   list: vi.fn(),
   create: vi.fn(),
   emails: vi.fn(),
   email: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/views', () => ({
   listTableViewsUseCase: { operation: { id: 'tables.views.list' }, execute: mocks.list },
   createTableViewUseCase: { operation: { id: 'tables.views.create' }, execute: mocks.create },
@@ -49,16 +45,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const view = {
   id: 'view-1',
   tableId: 'table-1',
@@ -74,10 +64,10 @@ const context = { params: Promise.resolve({ tableId: 'table-1' }) }
 describe('/api/v2/tables/[tableId]/views', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.list.mockResolvedValue({ views: [view] })
     mocks.create.mockResolvedValue({ view })
     mocks.emails.mockResolvedValue(new Map([['user-1', 'user@example.com']]))
@@ -129,4 +119,18 @@ describe('/api/v2/tables/[tableId]/views', () => {
       request: req,
     })
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest(
+        `http://localhost:3000/api/v2/tables/table-1/views?workspaceId=${WORKSPACE_ID}`
+      ),
+      context
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/folders/route.test.ts b/apps/sim/app/api/v2/tables/folders/route.test.ts
index 866438a058c..c0f2f244068 100644
--- a/apps/sim/app/api/v2/tables/folders/route.test.ts
+++ b/apps/sim/app/api/v2/tables/folders/route.test.ts
@@ -2,32 +2,28 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   list: vi.fn(),
   create: vi.fn(),
   update: vi.fn(),
   remove: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/folders', () => ({
   listTableFoldersUseCase: { operation: { id: 'tables.folders.list' }, execute: mocks.list },
   createTableFolderUseCase: { operation: { id: 'tables.folders.create' }, execute: mocks.create },
@@ -46,16 +42,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const folder = {
   id: 'folder-1',
   workspaceId: WORKSPACE_ID,
@@ -85,10 +75,10 @@ function request(method: 'GET' | 'POST' | 'PATCH' | 'DELETE', url: string, body?
 describe('/api/v2/tables/folders', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.list.mockResolvedValue({ folders: [folder], index })
     mocks.create.mockResolvedValue({ folder, index, path: '/Reports' })
     mocks.update.mockResolvedValue({
@@ -155,4 +145,13 @@ describe('/api/v2/tables/folders', () => {
       },
     })
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(request('GET', `/api/v2/tables/folders?workspaceId=${WORKSPACE_ID}`))
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/imports/[importId]/complete/route.test.ts b/apps/sim/app/api/v2/tables/imports/[importId]/complete/route.test.ts
index 6964d818d6b..e9e12f184a1 100644
--- a/apps/sim/app/api/v2/tables/imports/[importId]/complete/route.test.ts
+++ b/apps/sim/app/api/v2/tables/imports/[importId]/complete/route.test.ts
@@ -2,29 +2,25 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   complete: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/app/api/v2/tables/presenters', () => ({
   presentV2TableImport: (tableImport: unknown) => ({ data: tableImport }),
 }))
@@ -46,24 +42,18 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 
 describe('POST /api/v2/tables/imports/[importId]/complete', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
   })
 
   it('delegates idempotent completion to the authorized import use case', async () => {
@@ -101,4 +91,19 @@ describe('POST /api/v2/tables/imports/[importId]/complete', () => {
       request,
     })
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await POST(
+      new NextRequest(
+        `http://localhost:3000/api/v2/tables/imports/import-1/complete?workspaceId=${WORKSPACE_ID}`,
+        { method: 'POST', headers: { 'upload-token': 'signed-upload-token' } }
+      ),
+      { params: Promise.resolve({ importId: 'import-1' }) }
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/imports/route.test.ts b/apps/sim/app/api/v2/tables/imports/route.test.ts
index fd1f7672193..44fe854fa3a 100644
--- a/apps/sim/app/api/v2/tables/imports/route.test.ts
+++ b/apps/sim/app/api/v2/tables/imports/route.test.ts
@@ -2,29 +2,25 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   create: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/app/api/v2/tables/presenters', () => ({
   presentV2CreateTableImport: (tableImport: unknown) => ({ data: tableImport }),
 }))
@@ -43,25 +39,19 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const timestamp = '2026-01-01T00:00:00.000Z'
 
 describe('POST /api/v2/tables/imports', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
   })
 
   it.each([
@@ -145,8 +135,27 @@ describe('POST /api/v2/tables/imports', () => {
     )
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticate).toHaveBeenCalled()
-    expect(mocks.operationRate).toHaveBeenCalled()
+    expect(v2RouteMocks.authenticate).toHaveBeenCalled()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalled()
     expect(mocks.create).not.toHaveBeenCalled()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await POST(
+      new NextRequest('http://localhost:3000/api/v2/tables/imports', {
+        method: 'POST',
+        headers: { 'content-type': 'application/json' },
+        body: JSON.stringify({
+          workspaceId: WORKSPACE_ID,
+          source: { type: 'workspace_file', fileId: 'file-1' },
+          target: { type: 'new', name: 'imported_data' },
+        }),
+      })
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/tables/route.test.ts b/apps/sim/app/api/v2/tables/route.test.ts
index 831a3c69d9c..e27af471956 100644
--- a/apps/sim/app/api/v2/tables/route.test.ts
+++ b/apps/sim/app/api/v2/tables/route.test.ts
@@ -2,32 +2,28 @@
  * @vitest-environment node
  */
 
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  preauthRate: vi.fn(),
-  operationRate: vi.fn(),
-  gate: vi.fn(),
   list: vi.fn(),
   create: vi.fn(),
   getUserEmailsByIds: vi.fn(),
   getMaxRowsPerTable: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  RateLimiter: class {
-    checkRateLimitDirect = mocks.preauthRate
-    checkRateLimitDirectOrThrow = mocks.operationRate
-  },
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 100, refillIntervalMs: 60_000 }),
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 vi.mock('@/lib/table/application/tables', () => ({
   listTablesUseCase: { operation: { id: 'tables.list' }, execute: mocks.list },
   createTableUseCase: { operation: { id: 'tables.create' }, execute: mocks.create },
@@ -51,16 +47,10 @@ const principal = {
 const auth = {
   principal,
   rolloutUserId: 'owner-1',
-  rateLimitSubjectIds: [`workspace:${WORKSPACE_ID}`],
+  rateLimitSubjectIds: ['api-key:key-1', `workspace:${WORKSPACE_ID}`],
   rateLimitSubscription: null,
   keyType: 'workspace' as const,
 }
-const rate = {
-  allowed: true,
-  remaining: 99,
-  resetAt: new Date('2026-01-01T01:00:00.000Z'),
-  retryAfterMs: 0,
-}
 const table = {
   id: 'table-1',
   workspaceId: WORKSPACE_ID,
@@ -89,10 +79,10 @@ const table = {
 describe('/api/v2/tables', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.preauthRate.mockResolvedValue(rate)
-    mocks.operationRate.mockResolvedValue(rate)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.getUserEmailsByIds.mockResolvedValue(new Map([['owner-1', 'owner@example.com']]))
     mocks.getMaxRowsPerTable.mockResolvedValue(5000)
     mocks.list.mockResolvedValue({
@@ -134,13 +124,24 @@ describe('/api/v2/tables', () => {
     const response = await GET(new NextRequest('http://localhost:3000/api/v2/tables'))
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticate).toHaveBeenCalled()
-    expect(mocks.operationRate).toHaveBeenCalled()
+    expect(v2RouteMocks.authenticate).toHaveBeenCalled()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalled()
     expect(mocks.list).not.toHaveBeenCalled()
   })
 
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest(`http://localhost:3000/api/v2/tables?workspaceId=${WORKSPACE_ID}&limit=25`)
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+
   it('maps operation rate-limit infrastructure failures to service unavailable', async () => {
-    mocks.operationRate.mockRejectedValueOnce(new Error('rate store unavailable'))
+    v2RouteMocks.operationRate.mockRejectedValueOnce(new Error('rate store unavailable'))
 
     const response = await GET(
       new NextRequest(`http://localhost:3000/api/v2/tables?workspaceId=${WORKSPACE_ID}&limit=25`)
@@ -181,7 +182,7 @@ describe('/api/v2/tables', () => {
     })
   })
 
-  it('rejects required in a table column before calling the use case', async () => {
+  it('forwards required on a table column to the use case', async () => {
     const request = new NextRequest('http://localhost:3000/api/v2/tables', {
       method: 'POST',
       headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
@@ -193,6 +194,28 @@ describe('/api/v2/tables', () => {
     })
     const response = await POST(request)
 
+    expect(response.status).toBe(201)
+    expect(mocks.create).toHaveBeenCalledWith(
+      expect.objectContaining({
+        input: expect.objectContaining({
+          schema: { columns: [{ name: 'Name', type: 'string', required: true }] },
+        }),
+      })
+    )
+  })
+
+  it('rejects an unrecognized key in a table column before calling the use case', async () => {
+    const request = new NextRequest('http://localhost:3000/api/v2/tables', {
+      method: 'POST',
+      headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
+      body: JSON.stringify({
+        workspaceId: WORKSPACE_ID,
+        name: 'Contacts',
+        schema: { columns: [{ name: 'Name', type: 'string', requried: true }] },
+      }),
+    })
+    const response = await POST(request)
+
     expect(response.status).toBe(400)
     expect(mocks.create).not.toHaveBeenCalled()
   })
diff --git a/apps/sim/app/api/v2/tables/route.ts b/apps/sim/app/api/v2/tables/route.ts
index b9515fdb91a..9099a1f51b9 100644
--- a/apps/sim/app/api/v2/tables/route.ts
+++ b/apps/sim/app/api/v2/tables/route.ts
@@ -1,11 +1,9 @@
 import { v2CreateTableContract, v2ListTablesContract } from '@/lib/api/contracts/v2/tables'
-import { INVALID_CURSOR_MESSAGE } from '@/lib/api/list-query'
 import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
-import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { v2TableErrorPolicies } from '@/lib/table/api'
 import { tableOperations } from '@/lib/table/application/operations'
 import { createTableUseCase, listTablesUseCase } from '@/lib/table/application/tables'
-import { cursorSortKey, decodeSortedCursor, encodeSortedCursor } from '@/app/api/v2/lib/response'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 import { toApiTable, toApiTables } from '@/app/api/v2/tables/utils'
 
 export const dynamic = 'force-dynamic'
@@ -18,22 +16,15 @@ export const GET = defineV2JsonRoute({
   auth: v2ApiKeyAuth,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2TableErrorPolicies.default,
-  mapInput: ({ query }) => {
-    const sort = cursorSortKey(query.sortBy, query.sortOrder)
-    const decoded = decodeSortedCursor(query.cursor, sort)
-    if (decoded.status === 'invalid') {
-      throw new OrchestrationError('validation', INVALID_CURSOR_MESSAGE)
-    }
-    return {
-      workspaceId: query.workspaceId,
-      folderPath: query.folderPath,
-      search: query.search,
-      sortBy: query.sortBy,
-      sortOrder: query.sortOrder,
-      limit: query.limit,
-      after: decoded.status === 'ok' ? decoded.keys : undefined,
-    }
-  },
+  mapInput: ({ query }) => ({
+    workspaceId: query.workspaceId,
+    folderPath: query.folderPath,
+    search: query.search,
+    sortBy: query.sortBy,
+    sortOrder: query.sortOrder,
+    limit: query.limit,
+    after: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
+  }),
   present: async ({ tables, nextKeys, sortBy, sortOrder }) => ({
     data: await toApiTables(tables),
     nextCursor: nextKeys ? encodeSortedCursor(cursorSortKey(sortBy, sortOrder), nextKeys) : null,
diff --git a/apps/sim/app/api/v2/tables/utils.ts b/apps/sim/app/api/v2/tables/utils.ts
index 04d02c3264e..d262e015001 100644
--- a/apps/sim/app/api/v2/tables/utils.ts
+++ b/apps/sim/app/api/v2/tables/utils.ts
@@ -14,8 +14,9 @@ import {
 import { predicateToStorage } from '@/lib/table/select-values'
 import type { Filter, TableLockKind } from '@/lib/table/types'
 import type { TableView } from '@/lib/table/views/service'
+import { normalizeColumn } from '@/lib/table/wire'
 import { getUserEmailsByIds, requireResolvedUserEmail } from '@/lib/users/queries'
-import { CSV_IMPORT_PROXY_BODY_CAP_BYTES, normalizeColumn } from '@/app/api/table/utils'
+import { CSV_IMPORT_PROXY_BODY_CAP_BYTES } from '@/app/api/table/utils'
 import { v2Error, v2ErrorForOrchestration } from '@/app/api/v2/lib/response'
 
 /**
diff --git a/apps/sim/app/api/v2/workflows/[id]/deploy/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/deploy/route.test.ts
index 8e77d94b1dd..21e6ad41708 100644
--- a/apps/sim/app/api/v2/workflows/[id]/deploy/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/deploy/route.test.ts
@@ -30,6 +30,12 @@ import { workflowOperations } from '@/lib/workflows/application/operations'
 import { DELETE, POST } from '@/app/api/v2/workflows/[id]/deploy/route'
 
 describe('/api/v2/workflows/[id]/deploy route definitions', () => {
+  /**
+   * Both the malformed-body 400 and the oversized-body 413 are v2 builder
+   * defaults, so neither belongs on the route. The envelope they produce is
+   * asserted once against the builder in
+   * `lib/api/server/routes/v2-error-envelope.test.ts`.
+   */
   it('keeps an omitted deploy body valid and binds the authorized deployment use case', async () => {
     expect(v2DeployWorkflowContract.body?.parse(undefined)).toEqual({})
     expect(POST).toMatchObject({
@@ -46,15 +52,7 @@ describe('/api/v2/workflows/[id]/deploy route definitions', () => {
       })
     )
 
-    const invalidJsonResponse = Reflect.get(
-      Reflect.get(POST, 'parseOptions'),
-      'invalidJsonResponse'
-    )()
-    expect(invalidJsonResponse.status).toBe(400)
-    expect(await invalidJsonResponse.json()).toEqual({
-      error: { code: 'BAD_REQUEST', message: 'Request body must be valid JSON' },
-    })
-
+    expect(Reflect.get(Reflect.get(POST, 'parseOptions'), 'invalidJsonResponse')).toBeUndefined()
     expect(
       Reflect.get(Reflect.get(POST, 'parseOptions'), 'payloadTooLargeResponse')
     ).toBeUndefined()
diff --git a/apps/sim/app/api/v2/workflows/[id]/deploy/route.ts b/apps/sim/app/api/v2/workflows/[id]/deploy/route.ts
index a72e3838f7f..93f0e6a8cdb 100644
--- a/apps/sim/app/api/v2/workflows/[id]/deploy/route.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/deploy/route.ts
@@ -8,7 +8,6 @@ import { captureServerEvent } from '@/lib/posthog/server'
 import { v2WorkflowErrorPolicies } from '@/lib/workflows/api'
 import { deployWorkflow, undeployWorkflow } from '@/lib/workflows/application/deployments'
 import { workflowOperations } from '@/lib/workflows/application/operations'
-import { v2Error } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const runtime = 'nodejs'
@@ -22,7 +21,6 @@ export const POST = defineV2JsonRoute({
   errorPolicy: v2WorkflowErrorPolicies.concealWorkflowAuthorization,
   parseOptions: {
     optionalJsonBody: true,
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
   },
   mapInput: ({ params, body }) => ({
     workflowId: params.id,
diff --git a/apps/sim/app/api/v2/workflows/[id]/deployment/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/deployment/route.test.ts
new file mode 100644
index 00000000000..54f7bc7664d
--- /dev/null
+++ b/apps/sim/app/api/v2/workflows/[id]/deployment/route.test.ts
@@ -0,0 +1,207 @@
+/**
+ * @vitest-environment node
+ */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  resolvePermission: vi.fn(),
+  resolveWorkflowContext: vi.fn(),
+  getWorkflowDeploymentSummary: vi.fn(),
+  checkNeedsRedeployment: vi.fn(),
+}))
+
+vi.mock('@sim/platform-authz/workspace', () => ({
+  permissionSatisfies: (actual: string | null, required: string) => {
+    const rank = { read: 1, write: 2, admin: 3 } as const
+    return (
+      actual !== null && rank[actual as keyof typeof rank] >= rank[required as keyof typeof rank]
+    )
+  },
+  resolveEffectiveWorkspacePermission: mocks.resolvePermission,
+}))
+vi.mock('@/lib/workflows/application/context', () => ({
+  resolveActiveWorkflowApplicationContext: mocks.resolveWorkflowContext,
+}))
+vi.mock('@/lib/workflows/orchestration/deploy', () => ({
+  getWorkflowDeploymentSummary: mocks.getWorkflowDeploymentSummary,
+  performActivateVersion: vi.fn(),
+  performFullDeploy: vi.fn(),
+  performFullUndeploy: vi.fn(),
+  performRevertToVersion: vi.fn(),
+}))
+vi.mock('@/lib/workflows/deployment-status', () => ({
+  checkNeedsRedeployment: mocks.checkNeedsRedeployment,
+}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
+
+import { GET } from '@/app/api/v2/workflows/[id]/deployment/route'
+
+const auth = {
+  principal: {
+    kind: 'personal_api_key' as const,
+    userId: 'user-1',
+    keyId: 'personal-key-1',
+  },
+  rolloutUserId: 'user-1',
+  rateLimitSubjectIds: ['api-key:personal-key-1', 'user:user-1'] as const,
+  rateLimitSubscription: null,
+  keyType: 'personal' as const,
+}
+
+const activeDeployment = {
+  deploymentVersionId: 'depver-2',
+  version: 2,
+  deployedAt: '2026-08-01T00:00:00.000Z',
+}
+
+const latestDeploymentAttempt = {
+  id: 'op-2',
+  deploymentVersionId: 'depver-2',
+  version: 2,
+  action: 'deploy' as const,
+  status: 'active' as const,
+  isCurrent: true,
+  readiness: {
+    webhooks: 'not_applicable' as const,
+    schedules: 'not_applicable' as const,
+    mcp: 'not_applicable' as const,
+  },
+  requestedAt: '2026-08-01T00:00:00.000Z',
+  activatedAt: '2026-08-01T00:00:01.000Z',
+  error: null,
+}
+
+/**
+ * `workflow.deployedAt` carries a stale timestamp from a deployment that was
+ * later undeployed — the presenter must never fall back to it.
+ */
+const workflowContext = {
+  workspaceId: 'workspace-1',
+  workspaceOrganizationId: null,
+  allowPersonalApiKeys: true,
+  billedAccountUserId: 'billing-owner-1',
+  workflowId: 'workflow-1',
+  workflow: {
+    id: 'workflow-1',
+    workspaceId: 'workspace-1',
+    deployedAt: new Date('2025-01-01T00:00:00.000Z'),
+  },
+}
+
+async function get() {
+  const request = new NextRequest('http://localhost/api/v2/workflows/workflow-1/deployment')
+  return GET(request, { params: Promise.resolve({ id: 'workflow-1' }) })
+}
+
+describe('GET /api/v2/workflows/[id]/deployment', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
+    mocks.resolvePermission.mockResolvedValue('read')
+    mocks.resolveWorkflowContext.mockResolvedValue(workflowContext)
+    mocks.getWorkflowDeploymentSummary.mockResolvedValue({
+      activeDeployment,
+      latestDeploymentAttempt,
+      warnings: undefined,
+    })
+    mocks.checkNeedsRedeployment.mockResolvedValue(true)
+  })
+
+  it('publishes draft-versus-live drift and the latest attempt after canonical authorization', async () => {
+    const response = await get()
+
+    expect(response.status).toBe(200)
+    expect(await response.json()).toEqual({
+      data: {
+        id: 'workflow-1',
+        isDeployed: true,
+        needsRedeployment: true,
+        deployedAt: '2026-08-01T00:00:00.000Z',
+        warnings: [],
+        activeDeployment,
+        latestDeploymentAttempt,
+      },
+    })
+    expect(mocks.resolveWorkflowContext).toHaveBeenCalledBefore(mocks.getWorkflowDeploymentSummary)
+  })
+
+  it('carries the failed attempt error payload when nothing is live', async () => {
+    mocks.getWorkflowDeploymentSummary.mockResolvedValue({
+      activeDeployment: null,
+      latestDeploymentAttempt: {
+        ...latestDeploymentAttempt,
+        status: 'failed' as const,
+        activatedAt: null,
+        error: {
+          code: 'webhook_conflict',
+          message: 'Webhook path already in use',
+          retryable: false,
+        },
+      },
+      warnings: ['Deployment attempt failed'],
+    })
+
+    const response = await get()
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(body.data.isDeployed).toBe(false)
+    expect(body.data.needsRedeployment).toBe(false)
+    expect(body.data.deployedAt).toBeNull()
+    expect(body.data.warnings).toEqual(['Deployment attempt failed'])
+    expect(body.data.latestDeploymentAttempt.error).toEqual({
+      code: 'webhook_conflict',
+      message: 'Webhook path already in use',
+      retryable: false,
+    })
+    expect(mocks.checkNeedsRedeployment).not.toHaveBeenCalled()
+  })
+
+  it('never reports a deploy time from the stale workflow column once nothing is live', async () => {
+    mocks.getWorkflowDeploymentSummary.mockResolvedValue({
+      activeDeployment: null,
+      latestDeploymentAttempt: null,
+      warnings: undefined,
+    })
+
+    const response = await get()
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(body.data.deployedAt).toBeNull()
+  })
+
+  it('conceals a workflow the caller cannot reach as 404', async () => {
+    mocks.resolvePermission.mockResolvedValue(null)
+
+    const response = await get()
+
+    expect(response.status).toBe(404)
+    expect((await response.json()).error.code).toBe('NOT_FOUND')
+    expect(mocks.getWorkflowDeploymentSummary).not.toHaveBeenCalled()
+  })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await get()
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
+})
diff --git a/apps/sim/app/api/v2/workflows/[id]/deployment/route.ts b/apps/sim/app/api/v2/workflows/[id]/deployment/route.ts
new file mode 100644
index 00000000000..52224636031
--- /dev/null
+++ b/apps/sim/app/api/v2/workflows/[id]/deployment/route.ts
@@ -0,0 +1,44 @@
+import { v2GetWorkflowDeploymentContract } from '@/lib/api/contracts/v2/workflows'
+import { defineV2JsonRoute, v2ApiKeyAuth, v2RateLimits } from '@/lib/api/server/routes'
+import { v2WorkflowErrorPolicies } from '@/lib/workflows/api'
+import { readWorkflowDeploymentStatus } from '@/lib/workflows/application/deployments'
+import { workflowOperations } from '@/lib/workflows/application/operations'
+
+export const dynamic = 'force-dynamic'
+export const revalidate = 0
+
+/**
+ * GET /api/v2/workflows/[id]/deployment — Read current deployment state.
+ *
+ * The deploy, undeploy, and rollback responses are the only other place this
+ * state is published, so a caller that lost one — or that polls from a
+ * different process — had no way to ask. `needsRedeployment` is exposed here
+ * only: it compares the draft against the live version, so it is meaningless on
+ * the response of the mutation that just made them equal.
+ *
+ * `deployedAt` comes from the active deployment version, which always carries
+ * one. The workflow's own `deployed_at` column is deliberately not used as a
+ * fallback: it retains the timestamp of a deployment that has since been
+ * undeployed, so reading it would report a deploy time alongside
+ * `isDeployed: false`.
+ */
+export const GET = defineV2JsonRoute({
+  contract: v2GetWorkflowDeploymentContract,
+  auth: v2ApiKeyAuth,
+  operation: workflowOperations.read,
+  rateLimit: v2RateLimits.publicApi,
+  errorPolicy: v2WorkflowErrorPolicies.concealWorkflowAuthorization,
+  mapInput: ({ params }) => ({ workflowId: params.id }),
+  useCase: readWorkflowDeploymentStatus,
+  present: (result) => ({
+    data: {
+      id: result.workflow.id,
+      isDeployed: result.isDeployed,
+      needsRedeployment: result.needsRedeployment,
+      deployedAt: result.activeDeployment?.deployedAt ?? null,
+      warnings: result.warnings ?? [],
+      activeDeployment: result.activeDeployment ?? null,
+      latestDeploymentAttempt: result.latestDeploymentAttempt ?? null,
+    },
+  }),
+})
diff --git a/apps/sim/app/api/v2/workflows/[id]/execute/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/execute/route.test.ts
index 9d5f5aeeb17..8d2abfda872 100644
--- a/apps/sim/app/api/v2/workflows/[id]/execute/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/execute/route.test.ts
@@ -536,6 +536,39 @@ describe('POST /api/v2/workflows/[id]/execute', () => {
     expect((await res.json()).error.code).toBe('RATE_LIMITED')
   })
 
+  it('tells a client how long to wait when a dependency is briefly unavailable', async () => {
+    mockPreprocessExecution.mockResolvedValue({
+      success: false,
+      error: {
+        message: 'Workflow execution identity is temporarily unavailable',
+        statusCode: 503,
+      },
+    })
+
+    const res = await callExecute({ input: {} })
+
+    expect(res.status).toBe(503)
+    expect(Number(res.headers.get('Retry-After'))).toBeGreaterThan(0)
+  })
+
+  it('never advises a retry when an enqueue may already have started a run', async () => {
+    mockPreprocessExecution.mockResolvedValue({
+      success: false,
+      error: {
+        message: 'Async execution queue acceptance could not be confirmed',
+        statusCode: 503,
+        code: 'ASYNC_ENQUEUE_AMBIGUOUS',
+      },
+    })
+
+    const res = await callExecute({ input: {} })
+
+    expect(res.status).toBe(503)
+    // Retrying without X-Run-Id would start, and bill, a second run of the same workflow.
+    expect(res.headers.get('Retry-After')).toBeNull()
+    expect((await res.json()).error.details.code).toBe('ASYNC_ENQUEUE_AMBIGUOUS')
+  })
+
   it('runs the anonymous public path sync but refuses async', async () => {
     dbChainMockFns.limit.mockReset()
     dbChainMockFns.limit.mockResolvedValueOnce([
diff --git a/apps/sim/app/api/v2/workflows/[id]/execute/route.ts b/apps/sim/app/api/v2/workflows/[id]/execute/route.ts
index b9fe5eab1e9..8e44e5f35f5 100644
--- a/apps/sim/app/api/v2/workflows/[id]/execute/route.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/execute/route.ts
@@ -12,6 +12,7 @@ import {
 import { parseRequest } from '@/lib/api/server'
 import {
   admitOptionalV2Request,
+  V2_PARSE_DEFAULTS,
   V2RouteInfrastructureError,
   v2ApiKeyAuth,
   v2RateLimits,
@@ -19,6 +20,7 @@ import {
 import type { V2ApiKeyPrincipal } from '@/lib/api/server/routes/v2-api-key-auth'
 import { tryAdmit } from '@/lib/core/admission/gate'
 import { ADMISSION_ERROR_DESCRIPTOR } from '@/lib/core/admission/transient-failure'
+import type { ForbiddenDetailCode } from '@/lib/core/application'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { getBaseUrl } from '@/lib/core/utils/urls'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
@@ -82,6 +84,8 @@ function serviceFailureResponse(failure: ExecuteWorkflowServiceFailure) {
   return v2Error(code, isRunIdConflict ? 'Run ID has already been used' : failure.message, {
     status: failure.statusCode,
     headers,
+    /** An unconfirmed enqueue may already have started a run — reconcile on `runId`, never retry blind. */
+    omitRetryAfter: failure.code === 'ASYNC_ENQUEUE_AMBIGUOUS',
     details:
       detailCode || failure.executionId
         ? {
@@ -185,6 +189,7 @@ export const POST = withRouteHandler(
 
     try {
       const parsed = await parseRequest(v2ExecuteWorkflowContract, req, context, {
+        ...V2_PARSE_DEFAULTS,
         maxBodyBytes: 10 * 1024 * 1024,
         validationErrorResponse: v2ValidationError,
       })
@@ -270,7 +275,9 @@ export const POST = withRouteHandler(
             return v2Error('NOT_FOUND', 'Workflow not found')
           }
           if (workflowAuthorization.status === 403) {
-            return v2Error('FORBIDDEN', 'Insufficient workspace permissions')
+            return v2Error('FORBIDDEN', 'Insufficient workspace permissions', {
+              details: { code: 'INSUFFICIENT_WORKSPACE_ROLE' satisfies ForbiddenDetailCode },
+            })
           }
           throw new Error(
             `Unexpected workflow authorization status: ${workflowAuthorization.status}`
diff --git a/apps/sim/app/api/v2/workflows/[id]/rollback/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/rollback/route.test.ts
index 2bd018a3df9..e06621ad0cc 100644
--- a/apps/sim/app/api/v2/workflows/[id]/rollback/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/rollback/route.test.ts
@@ -25,6 +25,12 @@ import { workflowOperations } from '@/lib/workflows/application/operations'
 import { POST } from '@/app/api/v2/workflows/[id]/rollback/route'
 
 describe('/api/v2/workflows/[id]/rollback route definition', () => {
+  /**
+   * Both the malformed-body 400 and the oversized-body 413 are v2 builder
+   * defaults, so neither belongs on the route. The envelope they produce is
+   * asserted once against the builder in
+   * `lib/api/server/routes/v2-error-envelope.test.ts`.
+   */
   it('keeps an omitted rollback body valid and delegates version selection to the use case', async () => {
     expect(v2RollbackWorkflowContract.body?.parse(undefined)).toEqual({})
     expect(POST).toMatchObject({
@@ -41,15 +47,7 @@ describe('/api/v2/workflows/[id]/rollback route definition', () => {
       })
     )
 
-    const invalidJsonResponse = Reflect.get(
-      Reflect.get(POST, 'parseOptions'),
-      'invalidJsonResponse'
-    )()
-    expect(invalidJsonResponse.status).toBe(400)
-    expect(await invalidJsonResponse.json()).toEqual({
-      error: { code: 'BAD_REQUEST', message: 'Request body must be valid JSON' },
-    })
-
+    expect(Reflect.get(Reflect.get(POST, 'parseOptions'), 'invalidJsonResponse')).toBeUndefined()
     expect(
       Reflect.get(Reflect.get(POST, 'parseOptions'), 'payloadTooLargeResponse')
     ).toBeUndefined()
diff --git a/apps/sim/app/api/v2/workflows/[id]/rollback/route.ts b/apps/sim/app/api/v2/workflows/[id]/rollback/route.ts
index c0b9b6c20e0..3c40d92b4ba 100644
--- a/apps/sim/app/api/v2/workflows/[id]/rollback/route.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/rollback/route.ts
@@ -4,7 +4,6 @@ import { generateRequestId } from '@/lib/core/utils/request'
 import { v2WorkflowErrorPolicies } from '@/lib/workflows/api'
 import { activateWorkflowVersion } from '@/lib/workflows/application/deployments'
 import { workflowOperations } from '@/lib/workflows/application/operations'
-import { v2Error } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const runtime = 'nodejs'
@@ -18,7 +17,6 @@ export const POST = defineV2JsonRoute({
   errorPolicy: v2WorkflowErrorPolicies.concealWorkflowAuthorization,
   parseOptions: {
     optionalJsonBody: true,
-    invalidJsonResponse: () => v2Error('BAD_REQUEST', 'Request body must be valid JSON'),
   },
   mapInput: ({ params, body }) => ({
     workflowId: params.id,
diff --git a/apps/sim/app/api/v2/workflows/[id]/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/route.test.ts
index d16cabfc429..72003b5574f 100644
--- a/apps/sim/app/api/v2/workflows/[id]/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/route.test.ts
@@ -1,17 +1,22 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   readWorkflow: vi.fn(),
   updateWorkflow: vi.fn(),
   deleteWorkflow: vi.fn(),
-  gate: vi.fn(),
 }))
 
 vi.mock('@/lib/workflows/application/read-workflow', () => ({
@@ -23,18 +28,9 @@ vi.mock('@/lib/workflows/application/update-workflow', () => ({
 vi.mock('@/lib/workflows/application/delete-workflow', () => ({
   deleteWorkflow: { operation: { id: 'workflows.delete' }, execute: mocks.deleteWorkflow },
 }))
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 import { NoWorkspaceAccessError, PersonalApiKeysDisabledError } from '@/lib/core/application'
 import { DELETE, GET, PATCH } from '@/app/api/v2/workflows/[id]/route'
@@ -71,18 +67,10 @@ const routeContext = { params: Promise.resolve({ id: WORKFLOW_ID }) }
 describe('/api/v2/workflows/[id]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(auth)
-    mocks.gate.mockResolvedValue(null)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.readWorkflow.mockResolvedValue({
       workflow,
       workspaceId: WORKSPACE_ID,
@@ -176,4 +164,16 @@ describe('/api/v2/workflows/[id]', () => {
       request,
     })
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest(`http://localhost/api/v2/workflows/${WORKFLOW_ID}`),
+      routeContext
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.test.ts
index 2d726aa208d..87d14c90168 100644
--- a/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.test.ts
@@ -45,6 +45,7 @@ vi.mock('@/lib/api/server/routes', () => {
     V2RouteInfrastructureError,
     v2ApiKeyAuth: { kind: 'v2-api-key' },
     v2RateLimits: { publicApi: { kind: 'public-api' } },
+    V2_PARSE_DEFAULTS: {},
     v2OrchestrationErrorPolicy: { render: renderOrchestrationError },
   }
 })
diff --git a/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.ts b/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.ts
index cc0938d8232..5e459182179 100644
--- a/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/resume/route.ts
@@ -8,6 +8,7 @@ import {
 import { parseRequest } from '@/lib/api/server'
 import {
   admitV2Request,
+  V2_PARSE_DEFAULTS,
   V2RouteInfrastructureError,
   v2ApiKeyAuth,
   v2RateLimits,
@@ -52,6 +53,7 @@ export const POST = withRouteHandler(
     if (!admission.success) return admission.response
 
     const parsed = await parseRequest(v2ResumeWorkflowContract, request, context, {
+      ...V2_PARSE_DEFAULTS,
       maxBodyBytes: 10 * 1024 * 1024,
       validationErrorResponse: v2ValidationError,
     })
diff --git a/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/route.test.ts
index 14ca04fbc5d..e67b9ddf739 100644
--- a/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/runs/[runId]/route.test.ts
@@ -1,40 +1,27 @@
 /**
  * @vitest-environment node
  */
-import { createMockRequest } from '@sim/testing'
+import {
+  createMockRequest,
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mocks, MockV2ApiKeyUnauthenticatedError } = vi.hoisted(() => {
-  class MockV2ApiKeyUnauthenticatedError extends Error {}
-  return {
-    MockV2ApiKeyUnauthenticatedError,
-    mocks: {
-      authenticate: vi.fn(),
-      cancel: vi.fn(),
-      capture: vi.fn(),
-      checkOperationRate: vi.fn(),
-      checkPreAuthRate: vi.fn(),
-      readRun: vi.fn(),
-    },
-  }
-})
-
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: MockV2ApiKeyUnauthenticatedError,
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkPreAuthRate
-    checkRateLimitDirectOrThrow = mocks.checkOperationRate
-  },
+const mocks = vi.hoisted(() => ({
+  cancel: vi.fn(),
+  capture: vi.fn(),
+  readRun: vi.fn(),
 }))
 
-vi.mock('@/app/api/v2/lib/gate', () => ({
-  v2ApiGateError: vi.fn().mockResolvedValue(null),
-}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/lib/posthog/server', () => ({ captureServerEvent: mocks.capture }))
 
@@ -98,6 +85,17 @@ const baseStatus = {
   blockOutputs: null,
 }
 
+/**
+ * Local denial fixture — the harness only publishes the allowed shapes, and the
+ * cancel adapter must surface `retryAfterMs` as a `Retry-After` header.
+ */
+const OPERATION_RATE_LIMIT_DENIED = {
+  allowed: false,
+  remaining: 0,
+  resetAt: new Date('2026-08-05T01:00:00Z'),
+  retryAfterMs: 5_000,
+} as const
+
 const successfulCancellation = {
   success: true,
   executionId: 'run-1',
@@ -113,17 +111,10 @@ const successfulCancellation = {
 describe('v2 run detail and cancel adapters', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.checkPreAuthRate.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-05T01:00:00Z'),
-    })
-    mocks.checkOperationRate.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-05T01:00:00Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.readRun.mockResolvedValue(baseStatus)
     mocks.cancel.mockResolvedValue(successfulCancellation)
   })
@@ -223,13 +214,14 @@ describe('v2 run detail and cancel adapters', () => {
   })
 
   it('rejects missing API keys before reading the run', async () => {
-    mocks.authenticate.mockRejectedValueOnce(
+    v2RouteMocks.authenticate.mockRejectedValueOnce(
       new MockV2ApiKeyUnauthenticatedError('API key required')
     )
 
     const response = await callStatus()
 
     expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
     expect(mocks.readRun).not.toHaveBeenCalled()
   })
 
@@ -249,8 +241,8 @@ describe('v2 run detail and cancel adapters', () => {
       input: { workflowId: 'workflow-1', runId: 'run-1' },
       request: expect.anything(),
     })
-    expect(mocks.checkOperationRate).toHaveBeenCalledTimes(2)
-    expect(mocks.checkOperationRate).toHaveBeenCalledWith(
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledWith(
       'v2:workflows.runs.cancel:api-key:key-1',
       expect.anything()
     )
@@ -258,18 +250,9 @@ describe('v2 run detail and cancel adapters', () => {
   })
 
   it('keeps cancellation request-rate admission separate from run control', async () => {
-    mocks.checkOperationRate
-      .mockResolvedValueOnce({
-        allowed: false,
-        remaining: 0,
-        resetAt: new Date('2026-08-05T01:00:00Z'),
-        retryAfterMs: 5_000,
-      })
-      .mockResolvedValueOnce({
-        allowed: true,
-        remaining: 99,
-        resetAt: new Date('2026-08-05T01:00:00Z'),
-      })
+    v2RouteMocks.operationRate
+      .mockResolvedValueOnce(OPERATION_RATE_LIMIT_DENIED)
+      .mockResolvedValueOnce(V2_OPERATION_RATE_LIMIT_ALLOWED)
 
     const response = await cancelPost(createMockRequest('POST', undefined, {}), {
       params: Promise.resolve({ id: 'workflow-1', runId: 'run-1' }),
@@ -296,7 +279,7 @@ describe('v2 run detail and cancel adapters', () => {
   })
 
   it('projects cancellation analytics only after a successful personal-key result', async () => {
-    mocks.authenticate.mockResolvedValueOnce({
+    v2RouteMocks.authenticate.mockResolvedValueOnce({
       ...auth,
       principal: { kind: 'personal_api_key', userId: 'key-user', keyId: 'personal-key' },
       rolloutUserId: 'key-user',
diff --git a/apps/sim/app/api/v2/workflows/[id]/runs/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/runs/route.test.ts
index f3714d3f563..de409d6a69b 100644
--- a/apps/sim/app/api/v2/workflows/[id]/runs/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/runs/route.test.ts
@@ -1,32 +1,25 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticate: vi.fn(),
-  checkPreAuthRate: vi.fn(),
-  checkOperationRate: vi.fn(),
   listRuns: vi.fn(),
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticate,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkPreAuthRate
-    checkRateLimitDirectOrThrow = mocks.checkOperationRate
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({
-  v2ApiGateError: vi.fn().mockResolvedValue(null),
-}))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 vi.mock('@/lib/workflows/application/list-workflow-runs', () => ({
   listWorkflowRuns: {
@@ -85,17 +78,10 @@ const EXECUTIONS = [
 describe('GET /api/v2/workflows/[id]/runs', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticate.mockResolvedValue(auth)
-    mocks.checkPreAuthRate.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-05T01:00:00Z'),
-    })
-    mocks.checkOperationRate.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-05T01:00:00Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.listRuns.mockResolvedValue({
       data: EXECUTIONS,
       nextCursor: null,
@@ -160,8 +146,8 @@ describe('GET /api/v2/workflows/[id]/runs', () => {
     const response = await callGet('?cursor=not-a-cursor')
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticate).toHaveBeenCalledOnce()
-    expect(mocks.checkOperationRate).toHaveBeenCalledTimes(2)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalledOnce()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
     expect(mocks.listRuns).not.toHaveBeenCalled()
   })
 
@@ -242,4 +228,13 @@ describe('GET /api/v2/workflows/[id]/runs', () => {
       error: { code: 'INTERNAL_ERROR', message: 'Internal server error' },
     })
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await callGet()
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/workflows/[id]/versions/[version]/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/versions/[version]/route.test.ts
index 909c823e864..fd19cec176f 100644
--- a/apps/sim/app/api/v2/workflows/[id]/versions/[version]/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/versions/[version]/route.test.ts
@@ -1,17 +1,22 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   resolvePermission: vi.fn(),
   resolveWorkflowContext: vi.fn(),
   readVersion: vi.fn(),
-  gate: vi.fn(),
 }))
 
 vi.mock('@sim/platform-authz/workspace', () => ({
@@ -60,18 +65,9 @@ vi.mock('@/blocks/registry', () => ({
     outputs: {},
   }),
 }))
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 import { GET } from '@/app/api/v2/workflows/[id]/versions/[version]/route'
 
@@ -136,20 +132,12 @@ function versionState() {
 describe('GET /api/v2/workflows/[id]/versions/[version]', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(auth)
-    mocks.gate.mockResolvedValue(null)
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.resolvePermission.mockResolvedValue('admin')
     mocks.resolveWorkflowContext.mockResolvedValue(workflowContext)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
     mocks.readVersion.mockResolvedValue({
       id: 'version-2',
       version: 2,
@@ -194,4 +182,13 @@ describe('GET /api/v2/workflows/[id]/versions/[version]', () => {
     expect(JSON.stringify(subBlocks)).not.toContain('sk-tool-plaintext-secret')
     expect(JSON.stringify(subBlocks)).not.toContain('table-plaintext-secret')
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await get()
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/workflows/[id]/versions/route.test.ts b/apps/sim/app/api/v2/workflows/[id]/versions/route.test.ts
index aca18ee8ede..f039ed8ba39 100644
--- a/apps/sim/app/api/v2/workflows/[id]/versions/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/[id]/versions/route.test.ts
@@ -1,15 +1,20 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   listVersions: vi.fn(),
-  gate: vi.fn(),
 }))
 
 vi.mock('@/lib/workflows/application/list-workflow-versions', () => ({
@@ -18,18 +23,9 @@ vi.mock('@/lib/workflows/application/list-workflow-versions', () => ({
     execute: mocks.listVersions,
   },
 }))
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 import { GET } from '@/app/api/v2/workflows/[id]/versions/route'
 
@@ -49,18 +45,10 @@ const context = { params: Promise.resolve({ id: 'workflow-1' }) }
 describe('GET /api/v2/workflows/[id]/versions', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(auth)
-    mocks.gate.mockResolvedValue(null)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(auth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.listVersions.mockResolvedValue({
       versions: [
         {
@@ -116,4 +104,16 @@ describe('GET /api/v2/workflows/[id]/versions', () => {
     expect(response.status).toBe(400)
     expect(mocks.listVersions).not.toHaveBeenCalled()
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest('http://localhost/api/v2/workflows/workflow-1/versions?limit=10'),
+      context
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/workflows/route.test.ts b/apps/sim/app/api/v2/workflows/route.test.ts
index 6a3e094b23c..c93ae286fa8 100644
--- a/apps/sim/app/api/v2/workflows/route.test.ts
+++ b/apps/sim/app/api/v2/workflows/route.test.ts
@@ -1,16 +1,21 @@
 /**
  * @vitest-environment node
  */
+import {
+  MockV2ApiKeyUnauthenticatedError,
+  V2_OPERATION_RATE_LIMIT_ALLOWED,
+  V2_PREAUTH_RATE_LIMIT_ALLOWED,
+  v2ApiKeyAuthModuleMock,
+  v2GateModuleMock,
+  v2RateLimiterModuleMock,
+  v2RouteMocks,
+} from '@sim/testing'
 import { NextRequest } from 'next/server'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const mocks = vi.hoisted(() => ({
-  authenticateV2ApiKey: vi.fn(),
-  checkRateLimitDirect: vi.fn(),
-  checkRateLimitDirectOrThrow: vi.fn(),
   createWorkflow: vi.fn(),
   listWorkflows: vi.fn(),
-  gate: vi.fn(),
 }))
 
 vi.mock('@/lib/workflows/application/create-workflow', () => ({
@@ -21,20 +26,9 @@ vi.mock('@/lib/workflows/application/list-workflows', () => ({
   listWorkflows: { operation: { id: 'workflows.list' }, execute: mocks.listWorkflows },
 }))
 
-vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => ({
-  authenticateV2ApiKey: mocks.authenticateV2ApiKey,
-  V2ApiKeyUnauthenticatedError: class V2ApiKeyUnauthenticatedError extends Error {},
-}))
-
-vi.mock('@/lib/core/rate-limiter', () => ({
-  getRateLimit: () => ({ maxTokens: 100, refillRate: 50, refillIntervalMs: 60_000 }),
-  RateLimiter: class RateLimiter {
-    checkRateLimitDirect = mocks.checkRateLimitDirect
-    checkRateLimitDirectOrThrow = mocks.checkRateLimitDirectOrThrow
-  },
-}))
-
-vi.mock('@/app/api/v2/lib/gate', () => ({ v2ApiGateError: mocks.gate }))
+vi.mock('@/lib/api/server/routes/v2-api-key-auth', () => v2ApiKeyAuthModuleMock)
+vi.mock('@/lib/core/rate-limiter', () => v2RateLimiterModuleMock)
+vi.mock('@/app/api/v2/lib/gate', () => v2GateModuleMock)
 
 import { GET, POST } from '@/app/api/v2/workflows/route'
 
@@ -82,18 +76,10 @@ const personalAuth = {
 describe('/api/v2/workflows', () => {
   beforeEach(() => {
     vi.clearAllMocks()
-    mocks.authenticateV2ApiKey.mockResolvedValue(workspaceAuth)
-    mocks.gate.mockResolvedValue(null)
-    mocks.checkRateLimitDirect.mockResolvedValue({
-      allowed: true,
-      remaining: 599,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
-    mocks.checkRateLimitDirectOrThrow.mockResolvedValue({
-      allowed: true,
-      remaining: 99,
-      resetAt: new Date('2026-08-01T01:00:00.000Z'),
-    })
+    v2RouteMocks.authenticate.mockResolvedValue(workspaceAuth)
+    v2RouteMocks.gate.mockResolvedValue(null)
+    v2RouteMocks.preauthRate.mockResolvedValue(V2_PREAUTH_RATE_LIMIT_ALLOWED)
+    v2RouteMocks.operationRate.mockResolvedValue(V2_OPERATION_RATE_LIMIT_ALLOWED)
     mocks.listWorkflows.mockResolvedValue({
       workflows: [WORKFLOW],
       nextCursorKeys: null,
@@ -107,8 +93,8 @@ describe('/api/v2/workflows', () => {
     const response = await GET(new NextRequest('http://localhost/api/v2/workflows'))
 
     expect(response.status).toBe(400)
-    expect(mocks.authenticateV2ApiKey).toHaveBeenCalledOnce()
-    expect(mocks.checkRateLimitDirectOrThrow).toHaveBeenCalledTimes(2)
+    expect(v2RouteMocks.authenticate).toHaveBeenCalledOnce()
+    expect(v2RouteMocks.operationRate).toHaveBeenCalledTimes(2)
     expect(mocks.listWorkflows).not.toHaveBeenCalled()
   })
 
@@ -148,7 +134,7 @@ describe('/api/v2/workflows', () => {
   })
 
   it('creates through a personal-key principal with the exact 201 contract', async () => {
-    mocks.authenticateV2ApiKey.mockResolvedValue(personalAuth)
+    v2RouteMocks.authenticate.mockResolvedValue(personalAuth)
     const request = new NextRequest('http://localhost/api/v2/workflows', {
       method: 'POST',
       headers: { 'content-type': 'application/json', 'x-api-key': 'secret' },
@@ -176,4 +162,15 @@ describe('/api/v2/workflows', () => {
       error: { code: 'INTERNAL_ERROR', message: 'Internal server error' },
     })
   })
+
+  it('rejects an unauthenticated request', async () => {
+    v2RouteMocks.authenticate.mockRejectedValueOnce(new MockV2ApiKeyUnauthenticatedError())
+
+    const response = await GET(
+      new NextRequest(`http://localhost/api/v2/workflows?workspaceId=${WORKSPACE_ID}`)
+    )
+
+    expect(response.status).toBe(401)
+    expect((await response.json()).error.code).toBe('UNAUTHORIZED')
+  })
 })
diff --git a/apps/sim/app/api/v2/workflows/route.ts b/apps/sim/app/api/v2/workflows/route.ts
index f4dc34c3ef7..8fd65da66ab 100644
--- a/apps/sim/app/api/v2/workflows/route.ts
+++ b/apps/sim/app/api/v2/workflows/route.ts
@@ -1,17 +1,15 @@
 import type { V2WorkflowListItem } from '@/lib/api/contracts/v2/workflows'
 import { v2CreateWorkflowContract, v2ListWorkflowsContract } from '@/lib/api/contracts/v2/workflows'
-import { INVALID_CURSOR_MESSAGE } from '@/lib/api/list-query'
 import {
   defineV2JsonRoute,
   v2ApiKeyAuth,
   v2OrchestrationErrorPolicy,
   v2RateLimits,
 } from '@/lib/api/server/routes'
-import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { createWorkflow } from '@/lib/workflows/application/create-workflow'
 import { listWorkflows } from '@/lib/workflows/application/list-workflows'
 import { workflowOperations } from '@/lib/workflows/application/operations'
-import { cursorSortKey, decodeSortedCursor, encodeSortedCursor } from '@/app/api/v2/lib/response'
+import { cursorSortKey, encodeSortedCursor, readSortedCursor } from '@/app/api/v2/lib/response'
 
 export const dynamic = 'force-dynamic'
 export const revalidate = 0
@@ -22,23 +20,16 @@ export const GET = defineV2JsonRoute({
   operation: workflowOperations.list,
   rateLimit: v2RateLimits.publicApi,
   errorPolicy: v2OrchestrationErrorPolicy,
-  mapInput: ({ query }) => {
-    const sort = cursorSortKey(query.sortBy, query.sortOrder)
-    const decoded = decodeSortedCursor(query.cursor, sort)
-    if (decoded.status === 'invalid') {
-      throw new OrchestrationError('validation', INVALID_CURSOR_MESSAGE)
-    }
-    return {
-      workspaceId: query.workspaceId,
-      folderPath: query.folderPath,
-      deployedOnly: query.deployedOnly,
-      search: query.search,
-      sortBy: query.sortBy,
-      sortOrder: query.sortOrder,
-      cursorKeys: decoded.status === 'ok' ? decoded.keys : undefined,
-      limit: query.limit,
-    }
-  },
+  mapInput: ({ query }) => ({
+    workspaceId: query.workspaceId,
+    folderPath: query.folderPath,
+    deployedOnly: query.deployedOnly,
+    search: query.search,
+    sortBy: query.sortBy,
+    sortOrder: query.sortOrder,
+    cursorKeys: readSortedCursor(query.cursor, query.sortBy, query.sortOrder),
+    limit: query.limit,
+  }),
   useCase: listWorkflows,
   present: ({ workflows, nextCursorKeys, sortBy, sortOrder }) => ({
     data: workflows.map(
diff --git a/apps/sim/app/api/workspaces/[id]/files/inline/route.test.ts b/apps/sim/app/api/workspaces/[id]/files/inline/route.test.ts
index 495044427bb..2b95cd7e007 100644
--- a/apps/sim/app/api/workspaces/[id]/files/inline/route.test.ts
+++ b/apps/sim/app/api/workspaces/[id]/files/inline/route.test.ts
@@ -30,6 +30,7 @@ describe('GET /api/workspaces/[id]/files/inline', () => {
     mockReadInline.mockResolvedValue({
       file: { name: 'photo.png', type: 'image/png', size: PNG.length },
       stream: new Blob([new Uint8Array(PNG)]).stream(),
+      contentAddressed: false,
     })
   })
 
@@ -43,6 +44,7 @@ describe('GET /api/workspaces/[id]/files/inline', () => {
         input: { workspaceId: 'ws-1', fileId: 'wf_abc' },
       })
     )
+    // A file id names the FILE, whose bytes move under it on every edit — so it must revalidate.
     expect(res.headers.get('Cache-Control')).toBe('private, no-cache, must-revalidate')
     expect(res.headers.get('Content-Disposition')).toBe('inline; filename="photo.png"')
   })
@@ -58,6 +60,24 @@ describe('GET /api/workspaces/[id]/files/inline', () => {
     })
   })
 
+  /**
+   * A storage key names one object and a content write never rewrites one, so these bytes can never
+   * change. Revalidating them meant re-downloading every embedded image on every open — a document is
+   * rendered by two editors (the read-only placeholder, then the live one) and each renders the image
+   * twice, so the image was fetched again on every one of those passes.
+   */
+  it('lets the browser keep an image whose URL names the object that was streamed', async () => {
+    mockReadInline.mockResolvedValue({
+      file: { name: 'photo.png', type: 'image/png', size: PNG.length },
+      stream: new Blob([new Uint8Array(PNG)]).stream(),
+      contentAddressed: true,
+    })
+
+    const res = await GET(req('key=workspace%2Fws-1%2Fphoto.png'), params)
+
+    expect(res.headers.get('Cache-Control')).toBe('private, max-age=31536000, immutable')
+  })
+
   it('returns the concealed 404 response for an unauthorized or missing file', async () => {
     mockReadInline.mockRejectedValue(
       new OrchestrationError('forbidden', 'Insufficient permissions')
diff --git a/apps/sim/app/api/workspaces/[id]/files/inline/route.ts b/apps/sim/app/api/workspaces/[id]/files/inline/route.ts
index ad3780eb4be..0a3f20bf4ec 100644
--- a/apps/sim/app/api/workspaces/[id]/files/inline/route.ts
+++ b/apps/sim/app/api/workspaces/[id]/files/inline/route.ts
@@ -10,6 +10,24 @@ import { encodeFilenameForHeader, getSecureFileHeaders } from '@/app/api/files/u
 
 export const dynamic = 'force-dynamic'
 
+/**
+ * How long the browser may reuse an embedded image, decided by whether the URL names the exact object
+ * that was streamed (see {@link ReadWorkspaceInlineFileResult.contentAddressed}).
+ *
+ * A content write never rewrites a storage object, so a URL that names one addresses bytes that can
+ * never change and the browser needs no round trip — which is the difference between an embedded image
+ * reappearing instantly and being downloaded again. Every document render asks for the same image at
+ * least twice (ProseMirror's own DOM, then the React node view) and every editor mounts twice (the
+ * read-only placeholder, then the live editor), so revalidating each time meant re-fetching the whole
+ * image on every open and reload — measured at ~1 MB per open on a real document, with the image area
+ * blank until it landed. `private` keeps it out of shared caches: the bytes are authorized per user.
+ *
+ * Anything else — a request that names the FILE, whose bytes move under it, or one whose object was
+ * rotated away mid-request — keeps revalidating.
+ */
+const IMMUTABLE_CACHE_CONTROL = 'private, max-age=31536000, immutable'
+const REVALIDATE_CACHE_CONTROL = 'private, no-cache, must-revalidate'
+
 /**
  * GET /api/workspaces/[id]/files/inline?key=<cloudKey>|fileId=<id>
  *
@@ -29,12 +47,12 @@ export const GET = defineInternalBinaryRoute({
     fileId: query.fileId,
   }),
   useCase: readWorkspaceInlineFile,
-  present: ({ file, stream }) => {
+  present: ({ file, stream, contentAddressed }) => {
     const secure = getSecureFileHeaders(file.name, file.type)
     const headers = new Headers({
       'Content-Type': secure.contentType,
       'Content-Disposition': `${secure.disposition}; ${encodeFilenameForHeader(file.name)}`,
-      'Cache-Control': 'private, no-cache, must-revalidate',
+      'Cache-Control': contentAddressed ? IMMUTABLE_CACHE_CONTROL : REVALIDATE_CACHE_CONTROL,
       'X-Content-Type-Options': 'nosniff',
     })
     if (secure.contentType === 'image/svg+xml') {
diff --git a/apps/sim/app/workspace/[workspaceId]/files/[fileId]/loading.tsx b/apps/sim/app/workspace/[workspaceId]/files/[fileId]/loading.tsx
new file mode 100644
index 00000000000..da22416378e
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/files/[fileId]/loading.tsx
@@ -0,0 +1,35 @@
+'use client'
+
+import { File as FileIcon } from '@sim/emcn/icons'
+import { noop } from '@sim/utils/helpers'
+import {
+  type BreadcrumbItem,
+  ResourceChromeFallback,
+} from '@/app/workspace/[workspaceId]/components'
+import { FOLDERED_RESOURCE_HEADERS } from '@/app/workspace/[workspaceId]/components/folders/foldered-resources'
+
+const FILES_HEADER = FOLDERED_RESOURCE_HEADERS.file
+
+/**
+ * Transcribes the trail the loaded page shows while its record resolves (`loadingBreadcrumbs` in
+ * `files.tsx`): the root crumb plus a terminal `…`, with no icon on the leaf — so the fallback and
+ * the page paint the same two crumbs and only the label changes.
+ */
+const BREADCRUMBS: BreadcrumbItem[] = [
+  { label: FILES_HEADER.rootLabel, icon: FileIcon, onClick: noop },
+  { label: '…', terminal: true },
+]
+
+/**
+ * Fallback for the file DETAIL route. Without it the segment inherits the Files list fallback, which
+ * paints an options bar and a table header row that a document page does not have — chrome that has
+ * to be torn down a frame later. A detail page is header + body, so this is the header alone.
+ *
+ * Header actions are deliberately omitted: they are a function of the open file (a previewable
+ * non-markdown file gets a mode toggle, an editable one gets Share/Delete), which is exactly what is
+ * not yet known here. Chips appearing beside the title reads as content arriving; chips appearing
+ * and then changing reads as a glitch.
+ */
+export default function FilesFileLoading() {
+  return <ResourceChromeFallback icon={FileIcon} breadcrumbs={BREADCRUMBS} />
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/files/[fileId]/page.tsx b/apps/sim/app/workspace/[workspaceId]/files/[fileId]/page.tsx
index 590e94b0816..b4808ec50dd 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/[fileId]/page.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/[fileId]/page.tsx
@@ -1,17 +1,48 @@
 import { Suspense } from 'react'
+import { dehydrate, HydrationBoundary } from '@tanstack/react-query'
 import type { Metadata } from 'next'
+import { getSession } from '@/lib/auth'
+import { getQueryClient } from '@/app/_shell/providers/get-query-client'
+import FilesFileLoading from '@/app/workspace/[workspaceId]/files/[fileId]/loading'
 import { Files } from '@/app/workspace/[workspaceId]/files/files'
-import FilesLoading from '@/app/workspace/[workspaceId]/files/loading'
+import { prefetchFilesBrowser } from '@/app/workspace/[workspaceId]/files/prefetch'
 
 export const metadata: Metadata = {
   title: 'Files',
   robots: { index: false },
 }
 
-export default function FilesFilePage() {
+/**
+ * File detail entry. `Files` resolves the open file out of the workspace file LIST, so this route
+ * needs the same prefetch its sibling list page does — without it the server can only ever render
+ * the "resolving the record" spinner, and the real header (breadcrumbs, actions) has to pop in a
+ * frame later on the client.
+ *
+ * It also removes a whole class of hydration mismatch: which branch `Files` renders is decided by
+ * whether that list is in the cache, so a server render without it and a client render with it
+ * disagree on the header's markup (a static `…` crumb vs. the file's dropdown crumb). Prefetching
+ * here makes both sides read the same cache and pick the same branch by construction.
+ *
+ * `Files` reads URL query params via nuqs (`useSearchParams` internally), so it must sit under a
+ * Suspense boundary; the fallback is the detail chrome, matching the route's own `loading.tsx`.
+ */
+export default async function FilesFilePage({
+  params,
+}: {
+  params: Promise<{ workspaceId: string; fileId: string }>
+}) {
+  const [{ workspaceId }, session] = await Promise.all([params, getSession()])
+
+  const queryClient = getQueryClient()
+  if (session?.user?.id) {
+    await prefetchFilesBrowser(queryClient, workspaceId, session.user.id)
+  }
+
   return (
-    <Suspense fallback={<FilesLoading />}>
-      <Files />
-    </Suspense>
+    <HydrationBoundary state={dehydrate(queryClient)}>
+      <Suspense fallback={<FilesFileLoading />}>
+        <Files />
+      </Suspense>
+    </HydrationBoundary>
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/apply-streamed-markdown.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/apply-streamed-markdown.ts
index 88f54d6c0b7..708bb00444c 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/apply-streamed-markdown.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/apply-streamed-markdown.ts
@@ -2,10 +2,8 @@ import type { Editor } from '@tiptap/core'
 import { Node as PMNode } from '@tiptap/pm/model'
 import { initProseMirrorDoc, updateYFragment, ySyncPluginKey } from '@tiptap/y-tiptap'
 import * as Y from 'yjs'
-import { parseMarkdownToDoc } from '../markdown-parse'
-
-/** The Yjs fragment name TipTap's Collaboration extension binds to (its default `field`). */
-const COLLAB_DOC_FIELD = 'default'
+import { COLLAB_DOC_FIELD } from '@/lib/collab-doc/field'
+import { editorNormalForm } from '../markdown-parse'
 
 /**
  * Transaction origin for agent-streamed writes into a live collaborative doc. It is deliberately NOT
@@ -63,7 +61,11 @@ export function applyAgentStreamFrame(
 ): boolean {
   const binding = ySyncPluginKey.getState(editor.state)?.binding
   if (!binding) return false
-  const target = PMNode.fromJSON(editor.schema, parseMarkdownToDoc(body))
+  // Through the editor's normal form, like every other writer to the shared document. A frame whose
+  // body ends on a list, heading, table, or rule parses WITHOUT the editor's trailing paragraph, so
+  // reconciling toward the bare parse deletes the one the seed put there — and the next client to bind
+  // writes it back, which is the divergence this normalization exists to prevent.
+  const target = PMNode.fromJSON(editor.schema, editorNormalForm(body))
   let delta: Uint8Array | null = null
   const capture = (update: Uint8Array, origin: unknown) => {
     if (origin === AGENT_STREAM_ORIGIN) delta = update
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/collab-streaming-integration.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/collab-streaming-integration.test.ts
index b8996800923..46183927ec1 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/collab-streaming-integration.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/collab-streaming-integration.test.ts
@@ -164,7 +164,7 @@ describe('collab streaming integration — moving pieces', () => {
     reopened.destroy()
   })
 
-  it('EMPTY-COLLAPSE ON THE STREAM PATH: an agent body with a huge blank run does not strand empties', () => {
+  it('EMPTY-BOUND ON THE STREAM PATH: an agent body with a huge blank run does not strand empties', () => {
     const A = makeCollabEditor()
     A.editor.commands.setContent(parseMarkdownToDoc('# Title\n\nintro'), { contentType: 'json' })
     const session = beginAgentStream(A.editor)!
@@ -173,9 +173,11 @@ describe('collab streaming integration — moving pieces', () => {
     endAgentStream(session)
 
     console.log(
-      `\n[STREAM-COLLAPSE] text=${JSON.stringify(A.editor.state.doc.textContent)} empty=${emptyParas(A.editor)}`
+      `\n[STREAM-BOUND] text=${JSON.stringify(A.editor.state.doc.textContent)} empty=${emptyParas(A.editor)}`
     )
-    expect(emptyParas(A.editor)).toBe(0) // collapse protects the live streaming path, not just static open
+    // ~200 blank paragraphs' worth of run arrives; the parse bound caps what reaches the live doc, so the
+    // streaming path is protected exactly like a static open — no unbounded node explosion in the CRDT.
+    expect(emptyParas(A.editor)).toBe(20)
     expect(A.editor.state.doc.textContent).toContain('tail paragraph')
   })
 
@@ -197,4 +199,45 @@ describe('collab streaming integration — moving pieces', () => {
     expect(D.editor.state.doc.textContent).toContain('streamed body')
     expect(emptyParas(D.editor)).toBe(0)
   })
+
+  /**
+   * Every writer to the shared document has to produce the editor's normal form, or the one that does
+   * not silently removes what the others add. A frame whose body ends on a list, heading, table, or rule
+   * parses WITHOUT the trailing paragraph the seed puts there — reconciling toward that bare parse
+   * deleted it from the live room, and the next client to bind wrote it back, reopening the
+   * placeholder-vs-live divergence the seed normalization exists to close.
+   */
+  it.each([
+    ['ends on a list', ['# T\n\nintro\n\n- a', '# T\n\nintro\n\n- a\n- b']],
+    ['ends on a heading', ['# T\n\nintro\n\n## Sec', '# T\n\nintro\n\n## Section']],
+    ['ends on a table', ['# T\n\n| a |\n| --- |\n| 1 |']],
+  ])('AGENT STREAM KEEPS THE EDITOR NORMAL FORM: %s', (_label, frames) => {
+    const doc = markdownToYDoc('# T\n\nintro\n\n- seed')
+    const awareness = new Awareness(doc)
+    const editor = new Editor({
+      extensions: createMarkdownEditorExtensions({
+        placeholder: '',
+        collaboration: {
+          doc,
+          awareness,
+          user: { name: 'U', color: '#fff', clientId: doc.clientID },
+        },
+      }),
+    })
+    const trailingIsEmptyParagraph = () => {
+      const fragment = doc.getXmlFragment('default')
+      const last = fragment.get(fragment.length - 1)
+      return last instanceof Y.XmlElement && last.nodeName === 'paragraph' && last.length === 0
+    }
+    expect(trailingIsEmptyParagraph()).toBe(true)
+
+    const session = beginAgentStream(editor)!
+    for (const frame of frames) applyAgentStreamFrame(editor, session, frame)
+    endAgentStream(session)
+
+    expect(trailingIsEmptyParagraph()).toBe(true)
+    editor.destroy()
+    awareness.destroy()
+    doc.destroy()
+  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts
index 689c2ee6c77..baa4d97b592 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.test.ts
@@ -98,6 +98,50 @@ describe('FileDocProvider', () => {
     expect(emittedMessages(emit)).toHaveLength(0)
   })
 
+  /**
+   * A tab that outlived its room can be offered a DIFFERENT document for the same file. Yjs would union
+   * the two — the file twice, on both sides, and the relay persists it — and there is no un-merge. So
+   * the sync must not happen at all; the fatal path leaves the editor read-only on what it already
+   * shows, and a reload binds a fresh document.
+   */
+  it('refuses to sync into a document it does not recognize', () => {
+    const { provider, doc, emit, fire } = createProvider(true)
+    doc.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.docIdKey, 'doc-original')
+    const joinError = vi.fn()
+    provider.on('join-error', joinError)
+    emit.mockClear()
+
+    fire(FILE_DOC_EVENTS.JOIN_SUCCESS, { fileId: 'file-1', docId: 'doc-rebuilt' })
+
+    expect(emittedMessages(emit)).toHaveLength(0)
+    expect(provider.synced).toBe(false)
+    expect(provider.joinError).toMatchObject({ code: 'DOCUMENT_REPLACED', retryable: false })
+    expect(joinError).toHaveBeenCalledTimes(1)
+  })
+
+  it('syncs when the room holds the document it already has', () => {
+    const { doc, emit, fire } = createProvider(true)
+    doc.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.docIdKey, 'doc-original')
+    emit.mockClear()
+
+    fire(FILE_DOC_EVENTS.JOIN_SUCCESS, { fileId: 'file-1', docId: 'doc-original' })
+
+    expect(emittedMessages(emit).length).toBeGreaterThan(0)
+  })
+
+  it('syncs when either side carries no identity (a fresh doc, or a room seeded before identities)', () => {
+    const fresh = createProvider(true)
+    fresh.emit.mockClear()
+    fresh.fire(FILE_DOC_EVENTS.JOIN_SUCCESS, { fileId: 'file-1', docId: 'doc-rebuilt' })
+    expect(emittedMessages(fresh.emit).length).toBeGreaterThan(0)
+
+    const unnamedRoom = createProvider(true)
+    unnamedRoom.doc.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.docIdKey, 'doc-original')
+    unnamedRoom.emit.mockClear()
+    unnamedRoom.fire(FILE_DOC_EVENTS.JOIN_SUCCESS, { fileId: 'file-1' })
+    expect(emittedMessages(unnamedRoom.emit).length).toBeGreaterThan(0)
+  })
+
   it('applies a server sync step 2 and becomes synced', () => {
     const { provider, doc, fire } = createProvider(true)
     const synced = vi.fn()
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts
index 84bab0733bc..79884c1e81c 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts
@@ -174,19 +174,11 @@ export class FileDocProvider extends ObservableV2<FileDocProviderEvents> {
    */
   private handleReadinessDeadline = () => {
     this.readinessTimer = null
-    if ((this.synced && this.isSeeded()) || this.fatal || this.disposed) return
-    const error: JoinFileDocError = {
-      fileId: this.fileId,
-      error: 'Realtime document was not ready in time',
-      code: 'READINESS_TIMEOUT',
-      retryable: false,
-    }
-    this.fatal = true
-    this.joinError = error
-    // Drop `synced` so the editor's `synced && seeded` gate stays closed → the fallback renders the
-    // stored content read-only rather than becoming editable on a doc the server never seeded.
-    this.setSynced(false)
-    this.emit('join-error', [error])
+    if (this.synced && this.isSeeded()) return
+    // Dropping `synced` (see {@link failFatally}) is what keeps the editor's `synced && seeded` gate
+    // closed, so the fallback renders the stored content read-only rather than becoming editable on a
+    // document the server never seeded.
+    this.failFatally('Realtime document was not ready in time', 'READINESS_TIMEOUT')
   }
 
   private clearReadinessTimer() {
@@ -215,13 +207,55 @@ export class FileDocProvider extends ObservableV2<FileDocProviderEvents> {
   /**
    * Handle the join ack. The server registers the room before acking, so an earlier
    * send could be dropped — the initial sync + local awareness exchange begins here.
+   *
+   * Unless the room holds a DIFFERENT document than ours. Two documents built from the same markdown
+   * are not the same document to Yjs — their items carry different client ids — so syncing one into the
+   * other appends the file to itself, on both sides, and the server persists the result. A document is
+   * rebuilt only when the room AND the shared stream are both gone (a tab that slept through it), which
+   * is precisely when a stale tab reconnects. There is no way to un-merge afterwards, so the sync never
+   * happens: take the fatal path, which leaves the editor read-only on the content it already shows.
+   * A reload binds a fresh document and recovers.
    */
   private handleJoinSuccess = (data: JoinFileDocSuccess) => {
     if (data.fileId !== this.fileId) return
+    const local = this.docId()
+    if (local !== undefined && data.docId !== undefined && data.docId !== local) {
+      this.failFatally(
+        'This document was reloaded on the server; refresh to continue editing',
+        'DOCUMENT_REPLACED'
+      )
+      return
+    }
     this.sendSyncStep1()
     this.sendLocalAwareness()
   }
 
+  /** The identity of the document we hold, once the server seed has named one. */
+  private docId(): string | undefined {
+    const docId = this.doc.getMap(FILE_DOC_SEED.configMap).get(FILE_DOC_SEED.docIdKey)
+    return typeof docId === 'string' ? docId : undefined
+  }
+
+  /**
+   * Give up on this document, non-retryably: latch fatal so nothing more is applied or relayed, drop
+   * `synced` so the editor's gate closes, and surface the rejection to the owner (which falls back to a
+   * read-only view of the stored content).
+   */
+  private failFatally(message: string, code: string) {
+    if (this.fatal || this.disposed) return
+    const error: JoinFileDocError = {
+      fileId: this.fileId,
+      error: message,
+      code,
+      retryable: false,
+    }
+    this.fatal = true
+    this.joinError = error
+    this.clearReadinessTimer()
+    this.setSynced(false)
+    this.emit('join-error', [error])
+  }
+
   /**
    * Handle a join rejection. A non-retryable rejection (access denied, invalid)
    * won't succeed on retry, so latch {@link fatal} to stop (re)joining and let the
@@ -247,18 +281,7 @@ export class FileDocProvider extends ObservableV2<FileDocProviderEvents> {
    */
   private handleAccessRevoked = (data: RoomAccessRevokedBroadcast) => {
     if (data.room?.type !== ROOM_TYPES.WORKSPACE_FILE_DOC || data.room.id !== this.fileId) return
-    if (this.fatal || this.disposed) return
-    const error: JoinFileDocError = {
-      fileId: this.fileId,
-      error: data.message,
-      code: 'ACCESS_REVOKED',
-      retryable: false,
-    }
-    this.fatal = true
-    this.joinError = error
-    this.clearReadinessTimer()
-    this.setSynced(false)
-    this.emit('join-error', [error])
+    this.failFatally(data.message, 'ACCESS_REVOKED')
   }
 
   private handleMessage = (data: unknown) => {
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.test.ts
index 39bb68590fc..667638a78ea 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.test.ts
@@ -4,11 +4,20 @@
 import { describe, expect, it } from 'vitest'
 import { type CollabReadinessInputs, nextCollabReadiness } from './readiness'
 
+/** An observation, with the healthy defaults filled in so each case states only what it exercises. */
+const at = (input: Partial<CollabReadinessInputs>): CollabReadinessInputs => ({
+  synced: false,
+  seeded: false,
+  offlineSeed: false,
+  fatal: false,
+  ...input,
+})
+
 /** Drive a sequence of observations through the latch, returning the readiness at each step. */
-function run(steps: CollabReadinessInputs[]): boolean[] {
+function run(steps: Partial<CollabReadinessInputs>[]): boolean[] {
   let syncedOnce = false
-  return steps.map((input) => {
-    const next = nextCollabReadiness(syncedOnce, input)
+  return steps.map((step) => {
+    const next = nextCollabReadiness(syncedOnce, at(step))
     syncedOnce = next.syncedOnce
     return next.ready
   })
@@ -16,21 +25,27 @@ function run(steps: CollabReadinessInputs[]): boolean[] {
 
 describe('nextCollabReadiness', () => {
   it('is not ready before syncing or seeding', () => {
-    const { syncedOnce, ready } = nextCollabReadiness(false, {
-      synced: false,
-      seeded: false,
-      offlineSeed: false,
-    })
+    const { syncedOnce, ready } = nextCollabReadiness(
+      false,
+      at({
+        synced: false,
+        seeded: false,
+        offlineSeed: false,
+      })
+    )
     expect(syncedOnce).toBe(false)
     expect(ready).toBe(false)
   })
 
   it('is not ready when synced but not yet seeded', () => {
-    const { syncedOnce, ready } = nextCollabReadiness(false, {
-      synced: true,
-      seeded: false,
-      offlineSeed: false,
-    })
+    const { syncedOnce, ready } = nextCollabReadiness(
+      false,
+      at({
+        synced: true,
+        seeded: false,
+        offlineSeed: false,
+      })
+    )
     expect(syncedOnce).toBe(true) // latched
     expect(ready).toBe(false) // waits for the seed
   })
@@ -50,11 +65,14 @@ describe('nextCollabReadiness', () => {
   it('opens even if the seed lands before we ever observed synced (server seed proves a sync)', () => {
     // If the flap beat our first observation, the seed flag alone (not the offline fallback) proves a
     // completed sync happened.
-    const { syncedOnce, ready } = nextCollabReadiness(false, {
-      synced: false,
-      seeded: true,
-      offlineSeed: false,
-    })
+    const { syncedOnce, ready } = nextCollabReadiness(
+      false,
+      at({
+        synced: false,
+        seeded: true,
+        offlineSeed: false,
+      })
+    )
     expect(syncedOnce).toBe(true)
     expect(ready).toBe(true)
   })
@@ -74,4 +92,33 @@ describe('nextCollabReadiness', () => {
     ])
     expect(readiness).toEqual([true, true])
   })
+  /**
+   * The reported bug. A brand-new file syncs EMPTY (latching `syncedOnce`), its server seed never
+   * lands, and the readiness deadline fires: the provider goes fatal and drops `synced` precisely so
+   * this gate closes. The offline fallback then seeds locally — and the sticky latch used to re-open
+   * the gate on that, handing back an editable editor bound to a document the provider had abandoned.
+   * Every keystroke was dropped (the provider ignores frames and never rejoins) and client autosave
+   * stayed off (collaboration is nominally on), so the edits vanished on reload with no error shown.
+   */
+  it('stays read-only after the readiness deadline goes fatal, even though a sync was latched', () => {
+    const readiness = run([
+      { synced: false },
+      { synced: true }, // initial EMPTY sync — latches syncedOnce
+      { synced: false, fatal: true }, // deadline: provider drops synced and gives up
+      { seeded: true, offlineSeed: true, fatal: true }, // fallback seeds locally
+    ])
+    expect(readiness).toEqual([false, false, false, false])
+  })
+
+  /**
+   * The same revocation on an ALREADY-ready doc: access is withdrawn mid-session, the provider goes
+   * fatal, and readiness must be taken back rather than left latched open.
+   */
+  it('revokes readiness when a live document turns fatal', () => {
+    const readiness = run([
+      { synced: true, seeded: true }, // ready
+      { synced: false, seeded: true, fatal: true }, // access revoked mid-session
+    ])
+    expect(readiness).toEqual([true, false])
+  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.ts
index 343b301b394..9974de6ed43 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/readiness.ts
@@ -22,16 +22,32 @@ export interface CollabReadinessInputs {
   seeded: boolean
   /** Whether the seed flag was set by the offline fallback (no server sync) rather than the server. */
   offlineSeed: boolean
+  /**
+   * Whether the provider has GIVEN UP on this document — a non-retryable rejection, an access
+   * revocation, or the readiness deadline lapsing. A fatal provider ignores every inbound frame and
+   * never rejoins, so nothing typed after this point reaches the server.
+   */
+  fatal: boolean
 }
 
 /**
  * Pure transition for the readiness latch. `syncedOnce` is the sticky prior state — pass the returned
  * `syncedOnce` back in on the next call. `ready` is whether the doc is synced-and-seeded.
+ *
+ * `fatal` overrides the latch, and that override is the whole reason it is an input. The latch is
+ * sticky on purpose, but stickiness must not outlive the document: a doc that syncs empty and never
+ * receives its server seed trips the readiness deadline, and the provider answers by dropping `synced`
+ * so this gate closes. The latch ignored that — `syncedOnce` was already set by the empty sync — so the
+ * offline fallback's seed flag re-opened the gate and handed back an EDITABLE editor on a document the
+ * provider had already abandoned. Nothing typed into it could persist: the provider drops every frame
+ * and never rejoins, and the client's own autosave stays gated off because collaboration is nominally
+ * on. The user types, sees no error, and loses the edits on reload. Revoking readiness on `fatal` is
+ * what makes the fallback what it is documented to be — a READ-ONLY view of the stored content.
  */
 export function nextCollabReadiness(
   syncedOnce: boolean,
   input: CollabReadinessInputs
 ): { syncedOnce: boolean; ready: boolean } {
   const next = syncedOnce || input.synced || (input.seeded && !input.offlineSeed)
-  return { syncedOnce: next, ready: next && input.seeded }
+  return { syncedOnce: next, ready: next && input.seeded && !input.fatal }
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity.ts
index 43466f49861..4470187fefa 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity.ts
@@ -173,10 +173,11 @@ function stripEmptyListItemLines(markdown: string): string {
  * round-trip ({@link stripEmptyListItemLines}), restores callout markers the serializer
  * backslash-escapes (`> \[!NOTE\]` → `> [!NOTE]`), and collapses trailing blank lines to a single
  * newline. Interior blank runs are NOT collapsed here — blank lines inside a fenced code block (or a
- * verbatim raw-markdown-snippet) are significant, and a global collapse would corrupt them. Spurious
- * interior blank runs between top-level blocks are removed upstream instead, by
- * {@link parseMarkdownToDoc} stripping empty paragraphs, so a doc that has been through the editor
- * never serializes with an interior blank run outside code in the first place. The table serializer's
+ * verbatim raw-markdown-snippet) are significant, and a global collapse would corrupt them. An interior
+ * run between top-level blocks is significant too: it is how an empty paragraph is written, and
+ * {@link parseMarkdownToDoc} reads exactly the count back out, so collapsing it here would delete the
+ * document's spacing. Only the TRAILING run is collapsed — it can carry no paragraph (see
+ * `clampEmptyParagraphs`) and would otherwise churn the file on every save. The table serializer's
  * spurious surrounding blank lines are trimmed at the source (PipeSafeTable), so no global
  * leading-newline strip is needed here — avoiding clobbering content that legitimately begins with
  * whitespace.
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.test.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.test.ts
index 0067ef31f47..94c645fc2e2 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.test.ts
@@ -91,45 +91,101 @@ describe('parseMarkdownToDoc (chunked)', () => {
     expect(splitMarkdownBlocks('\n\n  \n')).toEqual([])
   })
 
-  // Asserts the collapse documented on `stripEmptyParagraphs` — at document edges, between blocks, for
-  // one or many blank lines, and around lists. (Blank runs are insignificant in markdown, so a collapsed
-  // file renders identically everywhere it's viewed; the pathological case is a run of thousands.)
-  describe('collapses blank-line runs to markdown-standard spacing', () => {
-    /** Block-type shape of a doc after `parseMarkdownToDoc`, `∅` for any surviving empty paragraph. */
-    function shapeOf(md: string): string {
-      return (parseMarkdownToDoc(md).content ?? [])
-        .map((n) => (isEmptyPara(n) ? '∅' : n.type))
-        .join(',')
-    }
+  /** Block-type shape of a doc after `parseMarkdownToDoc`, `∅` for each empty paragraph. */
+  function shapeOf(md: string): string {
+    return (parseMarkdownToDoc(md).content ?? [])
+      .map((n) => (isEmptyPara(n) ? '∅' : n.type))
+      .join(',')
+  }
 
+  // A blank line an author left between two blocks is part of the document, so parse must read back the
+  // exact count the serializer wrote (`blocks.join('\n\n')` ⇒ an empty paragraph costs TWO blank lines,
+  // the first separator is free). Getting this wrong is visible: the static placeholder is built from
+  // markdown while the live collaborative doc is the CRDT, so any drift shows up as the doc reflowing
+  // its spacing a beat after the file appears.
+  describe('preserves authored blank lines', () => {
     it.each([
-      ['one blank gap between paragraphs', 'a\n\n\n\nb', 'paragraph,paragraph'],
-      ['many blank lines between paragraphs', 'a\n\n\n\n\n\n\n\nb', 'paragraph,paragraph'],
-      ['leading blank lines', '\n\n\n\na', 'paragraph'],
-      ['leading + interior', '\n\n\na\n\n\n\nb', 'paragraph,paragraph'],
-      ['blank gap between a heading and text', '# H\n\n\n\ntext', 'heading,paragraph'],
-      ['blank gap after a tight list', '- a\n- b\n\n\n\ntext', 'bulletList,paragraph'],
-      ['blank gap before a tight list', 'text\n\n\n\n- a\n- b', 'paragraph,bulletList'],
-      // Line-ending variants normalize first, so `\r`-only / CRLF blank runs collapse identically.
-      ['CRLF between blocks', 'a\r\n\r\n\r\n\r\nb', 'paragraph,paragraph'],
-      ['CR-only (classic Mac) between blocks', 'a\r\r\r\rb', 'paragraph,paragraph'],
-    ])('collapses to no empty paragraphs: %s', (_label, md, expected) => {
+      ['single separator — no empty paragraph', 'a\n\nb', 'paragraph,paragraph'],
+      ['odd blank line is insignificant', 'a\n\n\nb', 'paragraph,paragraph'],
+      ['one authored blank line', 'a\n\n\n\nb', 'paragraph,∅,paragraph'],
+      ['three authored blank lines', 'a\n\n\n\n\n\n\n\nb', 'paragraph,∅,∅,∅,paragraph'],
+      ['leading blank lines', '\n\n\n\na', '∅,∅,paragraph'],
+      ['leading + interior', '\n\n\na\n\n\n\nb', '∅,paragraph,∅,paragraph'],
+      ['between a heading and text', '# H\n\n\n\ntext', 'heading,∅,paragraph'],
+      ['after a tight list', '- a\n- b\n\n\n\ntext', 'bulletList,∅,paragraph'],
+      ['before a tight list', 'text\n\n\n\n- a\n- b', 'paragraph,∅,bulletList'],
+      // Line-ending variants normalize first, so `\r`-only / CRLF runs count identically.
+      ['CRLF between blocks', 'a\r\n\r\n\r\n\r\nb', 'paragraph,∅,paragraph'],
+      ['CR-only (classic Mac) between blocks', 'a\r\r\r\rb', 'paragraph,∅,paragraph'],
+    ])('%s', (_label, md, expected) => {
+      expect(shapeOf(md)).toBe(expected)
+    })
+
+    // A loose list's own internal blank lines are absorbed into its merged block, so they stay list
+    // spacing rather than becoming top-level paragraphs that would split the list in two.
+    it('a loose list keeps its internal blank lines as one list', () => {
+      expect(shapeOf('- a\n\n- b\n\n- c')).toBe('bulletList')
+    })
+
+    // …but a gap WIDE enough to carry an empty paragraph is a top-level block boundary: the serializer
+    // only writes one by emitting the two sides as separate blocks, so re-merging them made parse stop
+    // inverting serialize. That swallowed the paragraph, fused the two blocks, and — because the file
+    // then never reached a fixpoint — silently opened it READ-ONLY.
+    it.each([
+      ['between two bullet lists', '- a\n\n\n\n- b', 'bulletList,∅,bulletList'],
+      ['between two blockquotes', '> a\n\n\n\n> b', 'blockquote,∅,blockquote'],
+      ['before an indented continuation', 'a\n\n\n\n  indented', 'paragraph,∅,paragraph'],
+    ])('a gap that carries a paragraph breaks the merge: %s', (_label, md, expected) => {
       expect(shapeOf(md)).toBe(expected)
     })
 
     it('a pathological blank run does not explode into empty paragraph nodes', () => {
       // The production incident: an agent/paste artifact with a huge blank run became ~1959 empty
-      // paragraphs baked into the doc. Collapsing on parse neutralizes any such source.
+      // paragraphs baked into the doc. The run is bounded on parse, so no source can reach that.
       const body = `Para A${'\n'.repeat(4000)}Para B`
       const content = parseMarkdownToDoc(body).content ?? []
-      expect(content.filter(isEmptyPara).length).toBe(0)
-      expect(content.map((n) => n.type)).toEqual(['paragraph', 'paragraph'])
+      expect(content.filter(isEmptyPara).length).toBe(20)
+      expect(content.length).toBe(22)
+    })
+
+    // The per-gap ceiling bounds one run; the realistic artifact shape is a moderate run between EVERY
+    // paragraph, which scales with file size. Without a document budget an 86KB body produced ~40k empty
+    // paragraphs — twenty times the incident the per-gap ceiling exists to prevent.
+    it('many blank runs cannot explode the document either', () => {
+      const body = `${'x'.padEnd(1)}${`${'\n'.repeat(42)}x`.repeat(2000)}`
+      const content = parseMarkdownToDoc(body).content ?? []
+      expect(content.filter(isEmptyPara).length).toBe(500)
+    })
+
+    // The bounds have to be fixpoints too, or a clamped file would churn on every save.
+    it.each([
+      ['one huge run', `Para A${'\n'.repeat(4000)}Para B`],
+      ['many runs past the document budget', `x${`${'\n'.repeat(42)}x`.repeat(2000)}`],
+    ])('a bounded document re-serializes to itself: %s', (_label, md) => {
+      const once = serializeMarkdownBody(md)
+      expect(serializeMarkdownBody(once)).toBe(once)
+    })
+
+    // The whole-document path hands blank runs to @tiptap/markdown, which keeps them after a paragraph
+    // but swallows them after a heading/ordered list/table. Preserving only some would break the fixpoint
+    // for the same document, so that path keeps none — consistently zero, which IS a fixpoint.
+    it.each([
+      ['block HTML', '# H\n\n\n\ntext\n\n<div>x</div>', 'heading,paragraph,rawHtmlBlock'],
+      [
+        'a reference definition',
+        '# H\n\n\n\nsee [y][r]\n\n[r]: https://e.com',
+        'heading,paragraph',
+      ],
+    ])('a document that must parse whole keeps no empty paragraphs: %s', (_label, md, expected) => {
+      expect(shapeOf(md)).toBe(expected)
+      const once = serializeMarkdownBody(md)
+      expect(serializeMarkdownBody(once)).toBe(once)
     })
   })
 
-  // Regression: a file with blank lines (leading, interior, or trailing) must stay EDITABLE. Collapsing
-  // blank runs keeps serialize→parse idempotent, so the round-trip-safety probe reaches a fixed point
-  // instead of flipping the file read-only.
+  // Regression: a file with blank lines (leading, interior, or trailing) must stay EDITABLE — parse and
+  // serialize have to agree on the blank count, or the round-trip-safety probe never reaches a fixed
+  // point and the file silently opens read-only.
   describe('blank lines stay editable (regression)', () => {
     it.each([
       ['plain paragraph', 'abc\n\n'],
@@ -137,15 +193,27 @@ describe('parseMarkdownToDoc (chunked)', () => {
       ['three trailing newlines', 'hello\n\n\n'],
       ['two paragraphs', 'para one\n\npara two\n\n'],
       ['interior blank run + trailing', 'a\n\n\n\nb\n\n'],
+      ['many interior blank runs', '# T\n\n\n\na\n\n\n\n\n\nb\n\n\n\n- x\n- y\n\n'],
+      ['leading blank run', '\n\n\n\nabc\n'],
+      // These regressed to read-only when a gap carrying a paragraph was still merged away: the merge
+      // fused the two blocks, so the second pass produced different markdown from the first.
+      ['gap before a list glued to a lead-in line', 'text\n1. one\n\n\n\n- bullet'],
+      ['gap between two glued list kinds', 'text\n- bullet\n\n\n\n1. one'],
+      ['gap between two blockquotes after a lead-in', 'text\n> a\n\n\n\n> b'],
+      [
+        'changelog shape',
+        '## v2\n\nHighlights:\n1. faster\n2. smaller\n\n\n\n- also: fixed a crash\n',
+      ],
     ])('a file with blank lines is round-trip-safe: %s', (_label, md) => {
       expect(isRoundTripSafe(md)).toBe(true)
     })
 
-    it('removes only structurally-empty paragraphs — a paragraph with content survives', () => {
-      // The shape suite above already proves leading/interior/trailing blank runs collapse to zero empty
-      // paragraphs; this pins the complementary guarantee — a real (non-empty) paragraph is never dropped.
+    // Trailing empties are the one kind that cannot round-trip: `postProcessSerializedMarkdown`
+    // collapses trailing blank lines, so keeping them would make the doc differ from its own output.
+    it('drops trailing empty paragraphs', () => {
+      expect(shapeOf('abc\n\n')).toBe('paragraph')
+      expect(shapeOf('abc\n\n\n\n\n\n')).toBe('paragraph')
       const trailing = parseMarkdownToDoc('abc\n\n').content ?? []
-      expect(trailing.at(-1)?.type).toBe('paragraph')
       expect(isEmptyPara(trailing.at(-1) ?? {})).toBe(false)
     })
   })
@@ -247,16 +315,25 @@ const FUZZ_BLOCKS: Array<(r: () => number) => string> = [
   () => 'See [the docs][ref].\n\n[ref]: https://example.com/docs',
 ]
 
-function buildFuzzDoc(seed: number): string {
+/**
+ * `blankRuns` widens the separator from a single blank line to a run of up to three, so the corpus
+ * exercises authored spacing. The single-separator corpus structurally could not: every document it
+ * built was `parts.join('\n\n')`, which is exactly the one gap width that carries no empty paragraph —
+ * so the whole blank-line design was invisible to the property test that claims to cover any input.
+ */
+function buildFuzzDoc(seed: number, blankRuns: boolean): string {
   const r = rng(seed)
   const count = 2 + Math.floor(r() * 8)
   const parts: string[] = []
-  for (let i = 0; i < count; i++) parts.push(FUZZ_BLOCKS[Math.floor(r() * FUZZ_BLOCKS.length)](r))
-  return parts.join('\n\n')
+  for (let i = 0; i < count; i++) {
+    if (i > 0) parts.push('\n'.repeat(blankRuns ? 2 + Math.floor(r() * 4) : 2))
+    parts.push(FUZZ_BLOCKS[Math.floor(r() * FUZZ_BLOCKS.length)](r))
+  }
+  return parts.join('')
 }
 
 describe('chunked parse — property test over randomized documents', () => {
-  it('chunked === one-shot for every document, and idempotent for every editable one', () => {
+  it('chunked === one-shot on single-separator documents, and idempotent for every editable one', () => {
     const failures: Array<{ seed: number; kind: string }> = []
     // Compare modulo trailing whitespace: `parseMarkdownToDoc` strips trailing empty paragraphs (they
     // can't be serialized stably — postProcess collapses trailing newlines — so keeping them would flip
@@ -264,17 +341,48 @@ describe('chunked parse — property test over randomized documents', () => {
     // intended and invisible after save; interior/leading fidelity is still compared exactly.
     const trimEnd = (md: string) => md.replace(/\n+$/, '')
     for (let seed = 1; seed <= 400; seed++) {
-      const body = buildFuzzDoc(seed)
+      const body = buildFuzzDoc(seed, false)
       const chunked = serializeMarkdownBody(body)
-      // Fidelity is the load-bearing invariant — chunked must never diverge from the whole-document
-      // parse, for ANY input; idempotency only needs to hold where the doc is editable (raw HTML is
-      // non-idempotent in the underlying editor regardless of chunking, which is why it opens read-only).
+      // On documents with no authored blank run the two paths must still agree exactly. They are allowed
+      // to differ once a gap carries an empty paragraph: the chunked path reconstructs it and the
+      // whole-document path deliberately keeps none (see `parseMarkdownToDoc`), and only ONE path ever
+      // runs for a given document. Idempotency is the invariant that must hold for both, and it is
+      // asserted for every editable document in the blank-run corpus below.
       if (trimEnd(chunked) !== trimEnd(oneShot(body))) failures.push({ seed, kind: 'fidelity' })
       else if (isRoundTripSafe(body) && serializeMarkdownBody(chunked) !== chunked) {
         failures.push({ seed, kind: 'idempotency' })
       }
     }
     expect(failures).toEqual([])
-    // 400 docs each parsed+serialized twice — generous timeout so it can't flake under parallel load.
-  }, 30000)
+    // 400 docs each parsed+serialized twice. Measured ~10s alone; the whole-suite run gives each worker
+    // a fraction of a core, and at 30s BOTH property tests in this file timed out there while passing
+    // standalone. Sized off the loaded number, not the isolated one.
+  }, 60000)
+
+  /**
+   * Idempotency is what keeps a file editable: `isRoundTripSafe` opens a document read-only unless
+   * serializing twice is byte-identical. Preserving blank lines put every gap width on that path, and a
+   * merge rule that swallowed a gap silently flipped ordinary documents (a changelog, a lead-in line
+   * followed by a list) to read-only. Fuzz the separator width so that class cannot come back.
+   *
+   * Gated on `isRoundTripSafe` for the same reason the single-separator test above is: a document the
+   * probe rejects opens read-only and is never re-serialized, so its instability is contained by design.
+   * This corpus does surface such documents — a blank run INSIDE a loose list parses to an empty
+   * paragraph nested in a list item, which `getMarkdown` writes as an indented `'  '` marker line rather
+   * than a blank one, and that does not round-trip. That defect predates blank-line preservation (it
+   * reproduces identically with the empty-paragraph strip in place) and is only reachable through a gap
+   * width the old corpus could not generate; the probe correctly holds those files read-only.
+   */
+  it('stays idempotent with authored blank runs of every width', () => {
+    const failures: Array<{ seed: number; body: string }> = []
+    for (let seed = 1; seed <= 400; seed++) {
+      const body = buildFuzzDoc(seed, true)
+      if (!isRoundTripSafe(body)) continue
+      const once = serializeMarkdownBody(body)
+      if (serializeMarkdownBody(once) !== once) failures.push({ seed, body })
+    }
+    expect(failures).toEqual([])
+    // Same budget as the corpus above, for the same reason — this is the second ~10s property test in
+    // the file, and adding it is what pushed both past 30s under whole-suite parallelism.
+  }, 60000)
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.ts
index 6cdeeabf4ae..fd8cb706a34 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse.ts
@@ -47,14 +47,64 @@ const FENCE_CLOSE = /^ {0,3}(`{3,}|~{3,})[ \t]*$/
 const LIST_MARKER = /^[ ]{0,3}(?:[-*+]|\d+[.)])\s/
 const BLOCKQUOTE = /^[ ]{0,3}>/
 
+/**
+ * Ceiling on the empty paragraphs one gap may carry. Deliberate spacing is a handful of blank lines; a
+ * run of thousands is an agent/paste artifact, and baking a node per blank would put thousands of empty
+ * paragraphs in the document forever (the reported incident: ~1959 nodes from one 4000-newline run).
+ * Well past any spacing a person types, low enough that no single gap can explode.
+ */
+const MAX_CONSECUTIVE_EMPTY_PARAGRAPHS = 20
+
+/**
+ * Ceiling on a document's TOTAL empty paragraphs, enforced by {@link boundEmptyParagraphs}. The per-gap
+ * ceiling alone bounds nothing at document scale — the realistic artifact shape is a moderate blank run
+ * between every paragraph, not one giant run, and that scales linearly with file size. Generous enough
+ * that no hand-spaced document reaches it, finite so a machine-generated one cannot grow the node count
+ * without limit.
+ */
+const MAX_EMPTY_PARAGRAPHS_PER_DOC = 500
+
+/**
+ * How many empty paragraphs a run of `blankLines` between two blocks carries.
+ *
+ * The serializer joins top-level blocks with a blank line (`blocks.join('\n\n')`), so an empty
+ * paragraph costs TWO blank lines — its own, plus the separator that follows it — while the first
+ * separator is free. Inverting that join is the whole rule: an interior gap of `b` blank lines carries
+ * `(b - 1) / 2` empty paragraphs, a leading gap (no preceding block, so no free separator) carries
+ * `b / 2`, and both round down. A hand-authored odd blank line is insignificant in markdown and
+ * collapses, exactly as every standard renderer shows it; a gap the editor itself wrote reconstructs
+ * exactly, which is what makes parse ∘ serialize a fixed point.
+ *
+ * The count is computed here rather than delegated to `@tiptap/markdown`, whose own blank-run handling
+ * is not self-consistent: after a paragraph, list, blockquote, code fence, rule, or image it follows the
+ * same `(b - 1) / 2`, but after a heading, an ordered list, or a table the token swallows the whole run
+ * and yields nothing. Delegating would mean a blank line after a heading could never survive a save.
+ *
+ * Bounded here as well as in {@link clampEmptyParagraphs} so a pathological run is never materialized
+ * in the first place — a megabyte of newlines would otherwise allocate half a million throwaway nodes
+ * on its way to being clamped back down to {@link MAX_CONSECUTIVE_EMPTY_PARAGRAPHS}.
+ */
+function emptyBlockCount(blankLines: number, leading: boolean): number {
+  const count = Math.floor((blankLines - (leading ? 0 : 1)) / 2)
+  return Math.max(0, Math.min(count, MAX_CONSECUTIVE_EMPTY_PARAGRAPHS))
+}
+
 /**
  * Split a markdown body into top-level blocks that can each be parsed independently and reassembled
- * without changing meaning. Blank lines separate candidate groups (fenced code blocks stay atomic),
- * then adjacent groups are merged back together whenever they could form one logical block: any
- * indented (continuation) group, and consecutive list/blockquote groups (which would otherwise be a
- * single loose list/quote). Merging is intentionally conservative — over-merging only yields a larger
- * chunk, whereas under-merging would shatter a structure — and every block is parsed by
- * `@tiptap/markdown`'s own lexer, so block boundaries always match the parser.
+ * (by `join('\n\n')`) without changing meaning. Blank lines separate candidate groups (fenced code
+ * blocks stay atomic), then adjacent groups are merged back together whenever they could form one
+ * logical block: any indented (continuation) group, and consecutive list/blockquote groups (which
+ * would otherwise be a single loose list/quote). Merging is intentionally conservative — over-merging
+ * only yields a larger chunk, whereas under-merging would shatter a structure — and every non-empty
+ * block is parsed by `@tiptap/markdown`'s own lexer, so block boundaries always match the parser.
+ *
+ * An EMPTY string in the result is a blank line the author left between two blocks — the exact inverse
+ * of the serializer's block join (see {@link emptyBlockCount}), so a document's deliberate spacing
+ * survives the round-trip instead of being silently dropped. {@link parseMarkdownToDoc} turns each into
+ * an empty paragraph; a run is bounded there by {@link clampEmptyParagraphs}. Gaps are measured before
+ * merging, so blank lines absorbed INTO a merged block (a loose list's own internal spacing) never
+ * become paragraphs — only gaps between the final top-level blocks do. Trailing blank lines carry
+ * nothing: the serializer collapses them to a single newline, so keeping them would never round-trip.
  *
  * The indent-merge rule is load-bearing for fenced code indented past 3 spaces (e.g. inside a list
  * item): {@link FENCE_OPEN} only tracks fences at the document margin, so a nested fence's interior
@@ -67,10 +117,17 @@ export function splitMarkdownBlocks(body: string): string[] {
   // block (defeating the chunker). The editor normalizes `\r` on parse anyway, so meaning is unchanged.
   const lines = body.replace(/\r\n?/g, '\n').split('\n')
   const groups: string[] = []
+  /** Blank lines immediately preceding `groups[i]`, parallel to it. */
+  const gaps: number[] = []
+  let blanks = 0
   let current: string[] = []
   let fence: string | null = null
   const flush = () => {
-    if (current.length > 0) groups.push(current.join('\n'))
+    if (current.length > 0) {
+      groups.push(current.join('\n'))
+      gaps.push(blanks)
+      blanks = 0
+    }
     current = []
   }
   for (const line of lines) {
@@ -87,7 +144,9 @@ export function splitMarkdownBlocks(body: string): string[] {
       continue
     }
     if (line.trim() === '') {
+      // Flush BEFORE counting: `blanks` is the gap that preceded the group being closed here.
       flush()
+      blanks++
       continue
     }
     current.push(line)
@@ -97,18 +156,33 @@ export function splitMarkdownBlocks(body: string): string[] {
   // Build continuation runs and join each once — concatenating onto the growing block per group would be
   // O(n²) for one long loose list. A group continues the run when indented, or when its first line and the
   // group open the same marker kind (list or blockquote) — i.e. they form one loose list/quote.
-  const runs: string[][] = []
-  for (const group of groups) {
-    const head = runs.length > 0 ? runs[runs.length - 1][0] : null
+  const runs: Array<{ empties: number; parts: string[] }> = []
+  for (let index = 0; index < groups.length; index++) {
+    const group = groups[index]
+    const previous = runs.length > 0 ? runs[runs.length - 1] : null
+    const head = previous?.parts[0] ?? null
+    // A gap wide enough to carry an empty paragraph IS a top-level block boundary: the serializer only
+    // writes one by emitting the two sides as separate blocks, so merging across it swallowed the
+    // paragraph AND fused the two blocks (`- a` ∅ `- b` became one list, `> a` ∅ `> b` one quote, an
+    // indented continuation absorbed the gap). Parse then stopped inverting serialize, so the file never
+    // reached a fixpoint and silently opened READ-ONLY on the next open.
+    const empties = emptyBlockCount(gaps[index], index === 0)
     const continues =
       head !== null &&
+      empties === 0 &&
       (/^\s/.test(group) ||
         (LIST_MARKER.test(head) && LIST_MARKER.test(group)) ||
         (BLOCKQUOTE.test(head) && BLOCKQUOTE.test(group)))
-    if (continues) runs[runs.length - 1].push(group)
-    else runs.push([group])
+    if (continues) previous?.parts.push(group)
+    else runs.push({ empties, parts: [group] })
   }
-  return runs.map((run) => run.join('\n\n'))
+
+  const blocks: string[] = []
+  for (const run of runs) {
+    for (let n = run.empties; n > 0; n--) blocks.push('')
+    blocks.push(run.parts.join('\n\n'))
+  }
+  return blocks
 }
 
 /**
@@ -121,11 +195,18 @@ export function splitMarkdownBlocks(body: string): string[] {
  * Documents whose constructs span blocks ({@link NON_CHUNKABLE}) parse whole, and any failure falls
  * back to a single whole-document parse, so correctness never depends on the splitter.
  *
- * Runs of blank lines take the fast chunked path too: the chunker parses each block stripped of the
- * blank lines between them, which drops the empty paragraphs `@tiptap/markdown` reconstructs from a
- * blank run — exactly what {@link stripEmptyParagraphs} does to the whole-parse output anyway. A blank
- * run between blocks is insignificant in markdown, so collapsing it is the intended normalization (see
- * {@link stripEmptyParagraphs}), and both parse paths converge on the same empty-paragraph-free result.
+ * A blank line the author left between two blocks is part of the document, not noise: the chunker hands
+ * it back as an empty block (see {@link splitMarkdownBlocks}) and it becomes an empty paragraph here, so
+ * the editor renders the spacing that is actually in the file — on the very first paint, with no reflow
+ * once a collaborative doc settles.
+ *
+ * The whole-document path CANNOT do that. It hands blank runs to `@tiptap/markdown`, whose handling is
+ * not self-consistent (see {@link emptyBlockCount}), so a blank line there survives after a paragraph but
+ * is swallowed after a heading, an ordered list, or a table. Preserving it on only some of those would
+ * make parse stop inverting serialize for the same document — the file would never reach a fixpoint and
+ * would open read-only. So that path keeps NO empty paragraphs: consistently zero is a fixpoint, and a
+ * document whose spacing cannot be represented is better rendered the way every other markdown renderer
+ * shows it than rendered one way and saved another.
  */
 export function parseMarkdownToDoc(body: string): JSONContent {
   const manager = markdownManager()
@@ -133,22 +214,23 @@ export function parseMarkdownToDoc(body: string): JSONContent {
   // the chunker and parser do — a classic `\r`-only body would otherwise slip past the reference-def /
   // block-HTML guard and be chunked, shattering a construct that must parse whole.
   const normalized = body.replace(/\r\n?/g, '\n')
-  let doc: JSONContent
-  if (NON_CHUNKABLE.test(normalized)) {
-    doc = manager.parse(normalized)
-  } else {
-    try {
-      const content: JSONContent[] = []
-      for (const block of splitMarkdownBlocks(normalized)) {
-        // `MarkdownManager.parse` always returns a doc node with a `content` array; spread its blocks.
-        content.push(...(manager.parse(block).content ?? []))
+  if (NON_CHUNKABLE.test(normalized)) return boundEmptyParagraphs(manager.parse(normalized), 0)
+  try {
+    const content: JSONContent[] = []
+    for (const block of splitMarkdownBlocks(normalized)) {
+      // An empty block is the chunker's marker for an authored blank line, and
+      // `MarkdownManager.parse('')` yields a doc with no blocks — so materialize the node directly.
+      if (block === '') {
+        content.push({ type: 'paragraph' })
+        continue
       }
-      doc = { type: 'doc', content }
-    } catch {
-      doc = manager.parse(normalized)
+      // `MarkdownManager.parse` always returns a doc node with a `content` array; spread its blocks.
+      content.push(...(manager.parse(block).content ?? []))
     }
+    return boundEmptyParagraphs({ type: 'doc', content }, MAX_EMPTY_PARAGRAPHS_PER_DOC)
+  } catch {
+    return boundEmptyParagraphs(manager.parse(normalized), 0)
   }
-  return stripEmptyParagraphs(doc)
 }
 
 /** An empty paragraph node — the shape a blank line reconstructs to (no content, or `content: []`). */
@@ -157,26 +239,72 @@ function isEmptyParagraph(node: JSONContent): boolean {
 }
 
 /**
- * Drop ALL top-level empty paragraphs from a parsed doc — leading, interior, and trailing. In markdown
- * a run of blank lines between blocks is insignificant (CommonMark collapses it), so `@tiptap/markdown`
- * reconstructing each blank as an empty paragraph node is not fidelity: it makes the editor render the
- * file differently from every standard renderer (GitHub, the download, our own static preview), and a
- * pathological blank run (an agent/paste artifact) explodes into thousands of empty nodes that persist
- * forever and reflow the doc on open. Collapsing them here keeps normal single-blank-line block spacing
- * while removing the spurious gaps, and stays idempotent so the round-trip-safety probe still passes: a
- * doc parsed this way has no empty paragraphs, so re-serializing it never re-emits an interior blank run
- * (the serializer is intentionally left alone — a blank line inside a fenced code block IS significant),
- * and a second parse is a fixed point. Only TOP-LEVEL paragraphs are touched, so blank lines that carry
- * meaning inside a construct (e.g. a loose list) are left to the block parser. TipTap re-adds its own
- * trailing filler paragraph on `setContent`, so the editor still has a place to type.
+ * Bound the top-level empty paragraphs of a parsed doc to `budget` in total, and drop trailing ones
+ * entirely. `budget` is 0 for the whole-document path, which cannot represent them at all.
+ *
+ * The per-gap ceiling in {@link emptyBlockCount} bounds one run; this bounds the DOCUMENT. Without it the
+ * ceiling buys nothing against the shape a real artifact takes — an export that puts a moderate blank run
+ * between every paragraph, rather than one giant run. Measured before this budget existed: an 86KB body
+ * of `x` + 42 newlines produced 39,980 empty paragraphs, twenty times the incident the ceiling cites.
+ *
+ * Trailing empties cannot round-trip — `postProcessSerializedMarkdown` collapses trailing blank lines to
+ * a single newline, so a trailing empty paragraph would be re-serialized away and the doc would differ
+ * from its own output, flipping the file read-only. Dropping them here is what keeps the probe stable
+ * (TipTap re-adds its own trailing filler paragraph on `setContent`, so there is still somewhere to
+ * type). Interior and leading empties DO round-trip exactly, so they are kept.
+ *
+ * Only TOP-LEVEL paragraphs are considered — blank lines that carry meaning inside a construct (a loose
+ * list, a blockquote) live below the doc root and belong to the block parser. Returns the doc untouched,
+ * with no array copy, when nothing needs bounding (the overwhelmingly common case).
  */
-function stripEmptyParagraphs(doc: JSONContent): JSONContent {
+function boundEmptyParagraphs(doc: JSONContent, budget: number): JSONContent {
   const content = doc.content
   if (!content || content.length === 0) return doc
-  // The dominant (chunked) parse already emits no top-level empty paragraphs, so scan before allocating:
-  // return the doc untouched — no array copy — unless there is actually something to strip.
+  // Most documents carry no empty paragraph at all, so scan before allocating anything.
   if (!content.some(isEmptyParagraph)) return doc
-  return { ...doc, content: content.filter((node) => !isEmptyParagraph(node)) }
+  let end = content.length
+  while (end > 0 && isEmptyParagraph(content[end - 1])) end--
+  const kept: JSONContent[] = []
+  let remaining = budget
+  for (let index = 0; index < end; index++) {
+    const node = content[index]
+    if (!isEmptyParagraph(node)) {
+      kept.push(node)
+      continue
+    }
+    if (remaining > 0) {
+      remaining--
+      kept.push(node)
+    }
+  }
+  return kept.length === content.length ? doc : { ...doc, content: kept }
+}
+
+/**
+ * The markdown parse in the form the EDITOR settles on — the only shape that may enter the shared
+ * document.
+ *
+ * ProseMirror appends an empty paragraph to any document that does not end in one, so a parse ending on
+ * a list, heading, table, or rule is NOT what a bound editor holds. Seeding the CRDT with the
+ * un-normalized shape means the first client to bind writes that paragraph back into the SHARED
+ * document — and because a trailing blank line does not survive serialization
+ * (`postProcessSerializedMarkdown` collapses it) the file never records it, so nothing reconciles the
+ * two and a client that seeds without seeing another's contribution adds one more. Measured on a
+ * heavily-reopened document: 18 stacked empty paragraphs in the live doc against the placeholder's 1 —
+ * the pane growing several hundred pixels the instant the live editor took over.
+ *
+ * Opt-in rather than folded into {@link parseMarkdownToDoc}, because only a writer to the SHARED
+ * document has to agree with the editor. Every other consumer of the parse (paste, the round-trip
+ * probe, the read-only placeholder) is rendered through a real editor that applies this itself, and
+ * baking it into the parse changes what those surfaces assert. Every CRDT writer — the seed, the agent
+ * merge, and the streaming frame reconciler — must go through here, or the one that does not silently
+ * removes what the others add.
+ */
+export function editorNormalForm(markdown: string): JSONContent {
+  const json = parseMarkdownToDoc(markdown)
+  const content = json.content ?? []
+  if (content[content.length - 1]?.type === 'paragraph') return json
+  return { ...json, content: [...content, { type: 'paragraph' }] }
 }
 
 /**
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
index 4bc6285eedb..0a53b21cce5 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
@@ -721,6 +721,15 @@ export function LoadedRichMarkdownEditor({
    * is latched, so a fatal rejection that fired before this subscription is not missed.
    */
   useEffect(() => {
+    /**
+     * Readiness is a protocol fact, never a timing guess: the relay attaches a client only once its
+     * room holds the whole document (it awaits the shared-stream catch-up and the server seed before
+     * answering a join), so a completed sync IS the finished document and revealing on it cannot show
+     * an intermediate state. This deliberately does NOT wait for the document to "stop moving" — a
+     * quiet-frame gate was tried and it is unsound in both directions: it delays the reveal of a
+     * document that was already correct, and it opens mid-flight anyway whenever the updates arrive
+     * more than a frame apart (which is what a remote Redis and a long room history produce).
+     */
     const setReady = (ready: boolean) => {
       // Child-local: gates editability (a user must never type into an unsynced/unseeded doc).
       setCollabReady(ready)
@@ -766,12 +775,21 @@ export function LoadedRichMarkdownEditor({
     const report = () => {
       const synced = provider.synced
       const seeded = config.get(FILE_DOC_SEED.flag) === true
-      const next = nextCollabReadiness(syncedOnce, { synced, seeded, offlineSeed })
+      // `joinError` is latched ONLY on the provider's fatal paths (non-retryable rejection, access
+      // revocation, readiness deadline), so it is exactly "this document is abandoned".
+      const fatal = provider.joinError !== null
+      const next = nextCollabReadiness(syncedOnce, { synced, seeded, offlineSeed, fatal })
       syncedOnce = next.syncedOnce
       setReady(next.ready)
     }
+    /**
+     * Re-report unconditionally, not just when the fallback seeds. A fatal that arrives on an ALREADY
+     * seeded doc (access revoked mid-session) leaves `seedFromLoaded` a no-op, so nothing else would
+     * fire an observer and the editor would stay editable on a document the provider has abandoned.
+     */
     const onJoinError = (error: JoinFileDocError) => {
       if (error.retryable === false) seedFromLoaded()
+      report()
     }
 
     // A server edit that changes ONLY the frontmatter (e.g. copilot) updates the config map but not
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-editable-file-content.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-editable-file-content.ts
index f8dac76bbdd..db6206c43b1 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-editable-file-content.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-editable-file-content.ts
@@ -178,7 +178,15 @@ export function useEditableFileContent({
     file.id,
     file.key,
     GENERATED_SOURCE_FILE_TYPES.has(file.type),
-    { refetchInterval: reconcileRefetchInterval }
+    {
+      refetchInterval: reconcileRefetchInterval,
+      // `canAutosave: false` on this surface means a server-side owner holds durability — the
+      // collaborative relay, which projects the live document to markdown itself and merges
+      // external writes INTO that document. There is nothing a focus refetch of the durable bytes
+      // can teach the editor that the shared document does not already have; all it does is
+      // re-read a storage key the relay's last save has already rotated away from.
+      refetchOnWindowFocus: canAutosave,
+    }
   )
 
   /**
diff --git a/apps/sim/app/workspace/[workspaceId]/files/page.tsx b/apps/sim/app/workspace/[workspaceId]/files/page.tsx
index 389b4d17ded..11dc9fd450e 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/page.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/page.tsx
@@ -23,9 +23,7 @@ export default async function FilesPage({ params }: { params: Promise<{ workspac
   const [{ workspaceId }, session] = await Promise.all([params, getSession()])
 
   const queryClient = getQueryClient()
-  if (session?.user?.id) {
-    await prefetchFilesBrowser(queryClient, workspaceId, session.user.id)
-  }
+  await prefetchFilesBrowser(queryClient, workspaceId, session?.user?.id)
 
   return (
     <HydrationBoundary state={dehydrate(queryClient)}>
diff --git a/apps/sim/app/workspace/[workspaceId]/files/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/files/prefetch.ts
index 250a6e5f713..6ed88de422d 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/prefetch.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/prefetch.ts
@@ -1,53 +1,48 @@
 import type { QueryClient } from '@tanstack/react-query'
 import { listWorkspaceFileFolders } from '@/lib/uploads/contexts/workspace/workspace-file-folder-manager'
-import { listWorkspaceFilesWithShares } from '@/lib/workspace-files/queries'
 import { getWorkspaceHostContextForViewer } from '@/lib/workspaces/host-context'
 import { prefetchResourceListChrome } from '@/app/workspace/[workspaceId]/lib/prefetch-resource-list-chrome'
 import {
   WORKSPACE_FILE_FOLDERS_STALE_TIME,
   workspaceFileFolderKeys,
 } from '@/hooks/queries/workspace-file-folders'
-import {
-  WORKSPACE_FILES_LIST_STALE_TIME,
-  workspaceFilesKeys,
-} from '@/hooks/queries/workspace-files'
 
 /**
- * Prefetches everything the Files browser needs to paint a complete, correctly-ordered
- * first frame: workspace files, file folders, and (via {@link prefetchResourceListChrome})
- * the pinned ids that drive row order plus the members behind the Owner column —
- * under the same query keys their client hooks (`useWorkspaceFiles`,
- * `useWorkspaceFileFolders`) use (scope `active`), so the browser paints
- * populated on first render.
+ * Prefetches what the Files browser needs on top of the workspace layout's own prefetch, so the
+ * first frame is complete and correctly ordered: file folders, and (via
+ * {@link prefetchResourceListChrome}) the pinned ids that drive row order plus the members behind
+ * the Owner column — under the same query keys their client hooks (`useWorkspaceFileFolders`) use
+ * (scope `active`), so the browser paints populated on first render.
+ *
+ * The FILE LIST itself is deliberately not here: the sidebar reads it on every workspace route, so
+ * it is prefetched by `prefetchWorkspaceSidebar` in the layout — the only boundary that renders
+ * before the sidebar registers the query. Prefetching it again here would re-read it per request
+ * and still not reach the server render (`HydrationBoundary` defers an already-seen query to an
+ * effect, which SSR never runs). See the note on that entry.
  *
- * Files and folders read the data layer; both payloads are shaped to their route contract so
- * a hydrated entry matches a client fetch. Everything else still goes through its route —
- * see {@link prefetchInternalJson}.
+ * Folders and the chrome reads all go through the data layer, shaped to their route contracts so a
+ * hydrated entry matches a client fetch.
  *
- * Those two reads carry no authorization of their own, so the viewer is proved first. This
- * reuses the layout's `cache`d host-context lookup rather than re-deriving the permission,
- * so it costs no additional queries; a viewer without access caches nothing and the client
- * fetch reaches the route for the real 403.
+ * That read carries no authorization of its own, so the viewer is proved first. This reuses the
+ * layout's `cache`d host-context lookup rather than re-deriving the permission, so it costs no
+ * additional queries; a viewer without access caches nothing and the client fetch reaches the
+ * route for the real 403.
  */
 export async function prefetchFilesBrowser(
   queryClient: QueryClient,
   workspaceId: string,
-  userId: string
+  userId: string | undefined
 ): Promise<void> {
+  if (!userId) return
   const hostContext = await getWorkspaceHostContextForViewer(workspaceId, userId)
   if (!hostContext) return
 
   await Promise.all([
-    queryClient.prefetchQuery({
-      queryKey: workspaceFilesKeys.list(workspaceId, 'active'),
-      queryFn: () => listWorkspaceFilesWithShares(workspaceId, 'active'),
-      staleTime: WORKSPACE_FILES_LIST_STALE_TIME,
-    }),
     queryClient.prefetchQuery({
       queryKey: workspaceFileFolderKeys.list(workspaceId, 'active'),
       queryFn: () => listWorkspaceFileFolders(workspaceId, { scope: 'active' }),
       staleTime: WORKSPACE_FILE_FOLDERS_STALE_TIME,
     }),
-    prefetchResourceListChrome(queryClient, workspaceId, 'file'),
+    prefetchResourceListChrome(queryClient, workspaceId, 'file', userId),
   ])
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/page.tsx b/apps/sim/app/workspace/[workspaceId]/home/page.tsx
index b7a6cc4ea95..cfb87f8ce04 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/page.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/page.tsx
@@ -1,11 +1,8 @@
 import { Suspense } from 'react'
-import { dehydrate, HydrationBoundary } from '@tanstack/react-query'
 import type { Metadata } from 'next'
 import { redirect } from 'next/navigation'
 import { getSession } from '@/lib/auth'
 import { isChatEnabled } from '@/lib/core/config/env-flags'
-import { getQueryClient } from '@/app/_shell/providers/get-query-client'
-import { prefetchHomeLists } from '@/app/workspace/[workspaceId]/home/prefetch'
 import { resolveTableViewsEnabled } from '@/app/workspace/[workspaceId]/home/resolve-table-views-flag'
 import { Home } from './home'
 import { HomeFallback } from './home-fallback'
@@ -23,23 +20,19 @@ export default async function HomePage({ params }: { params: Promise<{ workspace
     redirect(`/workspace/${workspaceId}`)
   }
 
-  const queryClient = getQueryClient()
-  const listsPrefetch = prefetchHomeLists(queryClient, workspaceId)
-
+  /**
+   * Home prefetches nothing of its own. Both lists it reads — workflow folders and
+   * the workspace file list — are hydrated by `prefetchWorkspaceSidebar` in the
+   * layout under the same keys, and re-reading them here would cost a second query
+   * per request without reaching the server render.
+   */
   const session = await getSession()
   const userId = session?.user?.id
   const tableViewsEnabled = await resolveTableViewsEnabled(workspaceId, userId)
-  await listsPrefetch
 
   return (
-    <HydrationBoundary state={dehydrate(queryClient)}>
-      <Suspense fallback={<HomeFallback />}>
-        <Home
-          userName={session?.user?.name}
-          userId={userId}
-          tableViewsEnabled={tableViewsEnabled}
-        />
-      </Suspense>
-    </HydrationBoundary>
+    <Suspense fallback={<HomeFallback />}>
+      <Home userName={session?.user?.name} userId={userId} tableViewsEnabled={tableViewsEnabled} />
+    </Suspense>
   )
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
deleted file mode 100644
index f08791c0bbd..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/home/prefetch.ts
+++ /dev/null
@@ -1,50 +0,0 @@
-import type { QueryClient } from '@tanstack/react-query'
-import type { FolderApi } from '@/lib/api/contracts'
-import type { ListWorkspaceFilesResponse } from '@/lib/api/contracts/workspace-files'
-import { prefetchInternalJson } from '@/app/workspace/[workspaceId]/lib/prefetch-internal-fetch'
-import { FOLDER_LIST_STALE_TIME, folderKeys, mapFolder } from '@/hooks/queries/utils/folder-keys'
-import {
-  WORKSPACE_FILES_LIST_STALE_TIME,
-  workspaceFilesKeys,
-} from '@/hooks/queries/workspace-files'
-
-/**
- * Prefetches the home page's secondary lists — folders and workspace files —
- * under the same query keys their client hooks (`useFolders`,
- * `useWorkspaceFiles`) use, so the home view paints populated on first render.
- *
- * The workflow list (`workflowKeys.list(ws, 'active')`) is already hydrated by
- * the workspace sidebar prefetch and is intentionally not repeated here.
- *
- * Folders are fetched through the route and mapped with the same `mapFolder`
- * the hook applies, matching its cached shape (string dates → `Date`). Files
- * carry `Date` fields, so they go through the route and cache the serialized
- * wire shape — see {@link prefetchInternalJson}.
- */
-export async function prefetchHomeLists(
-  queryClient: QueryClient,
-  workspaceId: string
-): Promise<void> {
-  await Promise.all([
-    queryClient.prefetchQuery({
-      queryKey: folderKeys.list(workspaceId, 'active', 'workflow'),
-      queryFn: async () => {
-        const { folders } = await prefetchInternalJson<{ folders?: FolderApi[] }>(
-          `/api/folders?workspaceId=${workspaceId}&scope=active&resourceType=workflow`
-        )
-        return (folders ?? []).map(mapFolder)
-      },
-      staleTime: FOLDER_LIST_STALE_TIME,
-    }),
-    queryClient.prefetchQuery({
-      queryKey: workspaceFilesKeys.list(workspaceId, 'active'),
-      queryFn: async () => {
-        const data = await prefetchInternalJson<ListWorkspaceFilesResponse>(
-          `/api/workspaces/${workspaceId}/files?scope=active`
-        )
-        return data.success ? data.files : []
-      },
-      staleTime: WORKSPACE_FILES_LIST_STALE_TIME,
-    }),
-  ])
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/page.tsx b/apps/sim/app/workspace/[workspaceId]/knowledge/page.tsx
index 48b7934bb13..8bef3b5b32f 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/page.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/page.tsx
@@ -1,6 +1,7 @@
 import { Suspense } from 'react'
 import { dehydrate, HydrationBoundary } from '@tanstack/react-query'
 import type { Metadata } from 'next'
+import { getSession } from '@/lib/auth'
 import { getQueryClient } from '@/app/_shell/providers/get-query-client'
 import { FOLDERED_RESOURCE_HEADERS } from '@/app/workspace/[workspaceId]/components/folders/foldered-resources'
 import { Knowledge } from '@/app/workspace/[workspaceId]/knowledge/knowledge'
@@ -24,10 +25,9 @@ export default async function KnowledgePage({
 }: {
   params: Promise<{ workspaceId: string }>
 }) {
-  const { workspaceId } = await params
-
+  const [{ workspaceId }, session] = await Promise.all([params, getSession()])
   const queryClient = getQueryClient()
-  await prefetchKnowledgeBases(queryClient, workspaceId)
+  await prefetchKnowledgeBases(queryClient, workspaceId, session?.user?.id)
 
   return (
     <HydrationBoundary state={dehydrate(queryClient)}>
diff --git a/apps/sim/app/workspace/[workspaceId]/knowledge/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/knowledge/prefetch.ts
index 7c9d45cb668..7aad80a5bca 100644
--- a/apps/sim/app/workspace/[workspaceId]/knowledge/prefetch.ts
+++ b/apps/sim/app/workspace/[workspaceId]/knowledge/prefetch.ts
@@ -1,9 +1,10 @@
 import type { QueryClient } from '@tanstack/react-query'
-import type { FolderApi } from '@/lib/api/contracts/folders'
-import type { KnowledgeBaseData } from '@/lib/api/contracts/knowledge'
-import { prefetchInternalJson } from '@/app/workspace/[workspaceId]/lib/prefetch-internal-fetch'
+import { listKnowledgeBasesContract } from '@/lib/api/contracts/knowledge'
+import { internalSessionAuth } from '@/lib/api/server/routes'
+import { internalKnowledgePresenters } from '@/lib/knowledge/api/internal-route'
+import { listInternalKnowledgeBases } from '@/lib/knowledge/application/knowledge-bases'
+import { prefetchResourceFolders } from '@/app/workspace/[workspaceId]/lib/prefetch-resource-folders'
 import { prefetchResourceListChrome } from '@/app/workspace/[workspaceId]/lib/prefetch-resource-list-chrome'
-import { FOLDER_LIST_STALE_TIME, folderKeys, mapFolder } from '@/hooks/queries/utils/folder-keys'
 import { KNOWLEDGE_BASE_LIST_STALE_TIME, knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 
 /**
@@ -16,35 +17,43 @@ import { KNOWLEDGE_BASE_LIST_STALE_TIME, knowledgeKeys } from '@/hooks/queries/u
  * beside, so prefetching one without the other still flashes an ungrouped list — and a
  * `?folderId=` deep link renders an empty breadcrumb until the folders arrive.
  *
- * The list carries `Date` fields, so it goes through the `/api/knowledge` route and caches the
- * serialized wire shape — see {@link prefetchInternalJson}. Folders are mapped with the same
- * `mapFolder` the hook applies, so the hydrated entry matches a client fetch exactly.
+ * The bases list runs the same `listInternalKnowledgeBases` application use case
+ * `GET /api/knowledge` runs, authenticated with the same `internalSessionAuth` policy, and is
+ * projected through the same `internalKnowledgePresenters.list` presenter and the contract's
+ * response schema. Nothing about authorization moves here: the use case still loads the
+ * canonical workspace context and authorizes the session principal against
+ * `knowledgeOperations.list`. An unauthenticated or unauthorized viewer throws inside the
+ * query function, which caches nothing and leaves the client fetch to reach the route for the
+ * real 401/403.
+ *
+ * Folders read the data layer and are mapped with the same `mapFolder` the hook applies,
+ * matching the workspace sidebar prefetch. That read carries no authorization of its own, so
+ * the viewer is proved first; `getWorkspaceHostContextForViewer` is `cache`d and the layout has
+ * already resolved it for this request, so it costs no additional queries.
  */
 export async function prefetchKnowledgeBases(
   queryClient: QueryClient,
-  workspaceId: string
+  workspaceId: string,
+  userId: string | undefined
 ): Promise<void> {
+  if (!userId) return
+
   await Promise.all([
     queryClient.prefetchQuery({
       queryKey: knowledgeKeys.list(workspaceId, 'active'),
       queryFn: async () => {
-        const result = await prefetchInternalJson<{ data: KnowledgeBaseData[] }>(
-          `/api/knowledge?workspaceId=${workspaceId}&scope=active`
-        )
-        return result.data
+        const principal = await internalSessionAuth.authenticate()
+        const result = await listInternalKnowledgeBases.execute({
+          principal,
+          input: { workspaceId, scope: 'active' },
+        })
+        return listKnowledgeBasesContract.response.schema.parse(
+          internalKnowledgePresenters.list(result)
+        ).data
       },
       staleTime: KNOWLEDGE_BASE_LIST_STALE_TIME,
     }),
-    queryClient.prefetchQuery({
-      queryKey: folderKeys.list(workspaceId, 'active', 'knowledge_base'),
-      queryFn: async () => {
-        const { folders } = await prefetchInternalJson<{ folders?: FolderApi[] }>(
-          `/api/folders?workspaceId=${workspaceId}&scope=active&resourceType=knowledge_base`
-        )
-        return (folders ?? []).map(mapFolder)
-      },
-      staleTime: FOLDER_LIST_STALE_TIME,
-    }),
-    prefetchResourceListChrome(queryClient, workspaceId, 'knowledge_base'),
+    prefetchResourceFolders(queryClient, workspaceId, 'knowledge_base', userId),
+    prefetchResourceListChrome(queryClient, workspaceId, 'knowledge_base', userId),
   ])
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/lib/prefetch-internal-fetch.ts b/apps/sim/app/workspace/[workspaceId]/lib/prefetch-internal-fetch.ts
deleted file mode 100644
index 4ba194395e6..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/lib/prefetch-internal-fetch.ts
+++ /dev/null
@@ -1,25 +0,0 @@
-import { headers } from 'next/headers'
-import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
-
-/**
- * Server-side GET against an internal `/api` route, forwarding the incoming
- * request's cookie so the route authenticates as the current user.
- *
- * The legacy path. Reading the data layer and shaping the result through the
- * route's response contract — as `files/prefetch.ts` does — is canonical: it
- * drops a server-to-server request and its duplicate auth, and the contract
- * parse is what guarantees the hydrated entry matches a client fetch. Prefetches
- * still on this helper have not been converted; a converted one must prove the
- * viewer itself, since the route's own authorization no longer runs.
- */
-export async function prefetchInternalJson<T>(path: string): Promise<T> {
-  const cookie = (await headers()).get('cookie')
-  // boundary-raw-fetch: server-side RSC prefetch forwarding the session cookie to an internal API route; requestJson is client-only and cannot run here
-  const response = await fetch(`${getInternalApiBaseUrl()}${path}`, {
-    headers: cookie ? { cookie } : {},
-  })
-  if (!response.ok) {
-    throw new Error(`Prefetch failed for ${path}: ${response.status}`)
-  }
-  return response.json() as Promise<T>
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/lib/prefetch-resource-folders.ts b/apps/sim/app/workspace/[workspaceId]/lib/prefetch-resource-folders.ts
new file mode 100644
index 00000000000..ecd08257221
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/lib/prefetch-resource-folders.ts
@@ -0,0 +1,37 @@
+import type { QueryClient } from '@tanstack/react-query'
+import type { FolderResourceType } from '@/lib/api/contracts/folders'
+import { listFoldersForWorkspace } from '@/lib/folders/queries'
+import { getWorkspaceHostContextForViewer } from '@/lib/workspaces/host-context'
+import { FOLDER_LIST_STALE_TIME, folderKeys, mapFolder } from '@/hooks/queries/utils/folder-keys'
+
+/**
+ * Prefetches one resource family's folder tree under the same key its client
+ * `useFolders` hook reads, mapped with the same `mapFolder` the hook applies so a
+ * hydrated entry matches a client fetch.
+ *
+ * Shared by the resource list pages so the key, stale time, and mapper cannot
+ * drift apart across them. Self-guarding like {@link prefetchResourceListChrome}:
+ * the read carries no authorization of its own, so an unproven viewer caches
+ * nothing and their client fetch reaches the route for the real 403.
+ * `getWorkspaceHostContextForViewer` is `cache`d and the layout has already
+ * resolved it for this request, so the proof costs no additional queries.
+ */
+export async function prefetchResourceFolders(
+  queryClient: QueryClient,
+  workspaceId: string,
+  resourceType: FolderResourceType,
+  userId: string | undefined
+): Promise<void> {
+  if (!userId) return
+  const hostContext = await getWorkspaceHostContextForViewer(workspaceId, userId)
+  if (!hostContext) return
+
+  await queryClient.prefetchQuery({
+    queryKey: folderKeys.list(workspaceId, 'active', resourceType),
+    queryFn: async () => {
+      const rows = await listFoldersForWorkspace(workspaceId, 'active', resourceType)
+      return rows.map(mapFolder)
+    },
+    staleTime: FOLDER_LIST_STALE_TIME,
+  })
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/lib/prefetch-resource-list-chrome.ts b/apps/sim/app/workspace/[workspaceId]/lib/prefetch-resource-list-chrome.ts
index 5d9241aa23f..96b324b9d86 100644
--- a/apps/sim/app/workspace/[workspaceId]/lib/prefetch-resource-list-chrome.ts
+++ b/apps/sim/app/workspace/[workspaceId]/lib/prefetch-resource-list-chrome.ts
@@ -1,12 +1,10 @@
 import type { QueryClient } from '@tanstack/react-query'
-import type { PinnedItemApi, PinnedResourceType } from '@/lib/api/contracts/pinned-items'
-import { prefetchInternalJson } from '@/app/workspace/[workspaceId]/lib/prefetch-internal-fetch'
+import type { PinnedResourceType } from '@/lib/api/contracts/pinned-items'
+import { listPinnedItemsForUser } from '@/lib/pinned-items/queries'
+import { getWorkspaceHostContextForViewer } from '@/lib/workspaces/host-context'
+import { getWorkspaceMemberProfiles } from '@/lib/workspaces/permissions/utils'
 import { PINNED_ITEMS_STALE_TIME, pinnedItemKeys } from '@/hooks/queries/utils/pinned-item-keys'
-import {
-  WORKSPACE_MEMBERS_STALE_TIME,
-  type WorkspaceMember,
-  workspaceKeys,
-} from '@/hooks/queries/workspace'
+import { WORKSPACE_MEMBERS_STALE_TIME, workspaceKeys } from '@/hooks/queries/workspace'
 
 /**
  * Prefetches the two lists every foldered resource page needs to paint a row completely,
@@ -19,21 +17,28 @@ import {
  *
  * Members back the Owner column; without them every owner cell paints empty and fills in
  * after. Both are cheap and shared with the page's own list prefetch in one `Promise.all`.
+ *
+ * Both read the data layer through the same functions their routes call, so a hydrated entry
+ * matches what a client fetch would parse out of the response. Neither read carries
+ * authorization of its own, so the viewer is proved first — `getWorkspaceHostContextForViewer`
+ * is `cache`d and the layout has already resolved it for this request, so it costs no
+ * additional queries. A viewer without access caches nothing and the client fetch reaches the
+ * route for the real 403.
  */
 export async function prefetchResourceListChrome(
   queryClient: QueryClient,
   workspaceId: string,
-  resourceType: PinnedResourceType
+  resourceType: PinnedResourceType,
+  userId: string | undefined
 ): Promise<void> {
+  if (!userId) return
+  const hostContext = await getWorkspaceHostContextForViewer(workspaceId, userId)
+  if (!hostContext) return
+
   const prefetchPinned = (type: PinnedResourceType) =>
     queryClient.prefetchQuery({
       queryKey: pinnedItemKeys.list(workspaceId, type),
-      queryFn: async () => {
-        const { pinnedItems } = await prefetchInternalJson<{ pinnedItems: PinnedItemApi[] }>(
-          `/api/pinned-items?workspaceId=${workspaceId}&resourceType=${type}`
-        )
-        return pinnedItems
-      },
+      queryFn: () => listPinnedItemsForUser(userId, workspaceId, type),
       staleTime: PINNED_ITEMS_STALE_TIME,
     })
 
@@ -42,12 +47,7 @@ export async function prefetchResourceListChrome(
     prefetchPinned('folder'),
     queryClient.prefetchQuery({
       queryKey: workspaceKeys.members(workspaceId),
-      queryFn: async () => {
-        const { members } = await prefetchInternalJson<{ members: WorkspaceMember[] }>(
-          `/api/workspaces/${workspaceId}/members`
-        )
-        return members
-      },
+      queryFn: () => getWorkspaceMemberProfiles(workspaceId),
       staleTime: WORKSPACE_MEMBERS_STALE_TIME,
     }),
   ])
diff --git a/apps/sim/app/workspace/[workspaceId]/lib/prefetch.test.ts b/apps/sim/app/workspace/[workspaceId]/lib/prefetch.test.ts
index 7d701d22066..dee79520936 100644
--- a/apps/sim/app/workspace/[workspaceId]/lib/prefetch.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/lib/prefetch.test.ts
@@ -5,29 +5,90 @@ import { QueryClient } from '@tanstack/react-query'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const {
+  mockAuthenticate,
   mockGetWorkspaceHostContextForViewer,
+  mockGetWorkspaceMemberProfiles,
+  mockKnowledgePresenterList,
+  mockListFoldersForWorkspace,
+  mockListInternalKnowledgeBases,
+  mockListPinnedItemsForUser,
+  mockListWorkflowsForUser,
+  mockListWorkspacesForViewer,
+  mockGetUserProfile,
+  mockGetWorkspacePermissions,
+  mockListMothershipChats,
+  mockListTables,
   mockListWorkspaceFileFolders,
   mockListWorkspaceFilesWithShares,
-  mockPrefetchInternalJson,
 } = vi.hoisted(() => ({
+  mockAuthenticate: vi.fn(),
   mockGetWorkspaceHostContextForViewer: vi.fn(),
+  mockGetWorkspaceMemberProfiles: vi.fn(),
+  mockKnowledgePresenterList: vi.fn(),
+  mockListFoldersForWorkspace: vi.fn(),
+  mockListInternalKnowledgeBases: vi.fn(),
+  mockListPinnedItemsForUser: vi.fn(),
+  mockListWorkflowsForUser: vi.fn(),
+  mockListWorkspacesForViewer: vi.fn(),
+  mockGetUserProfile: vi.fn(),
+  mockGetWorkspacePermissions: vi.fn(),
+  mockListMothershipChats: vi.fn(),
+  mockListTables: vi.fn(),
   mockListWorkspaceFileFolders: vi.fn(),
   mockListWorkspaceFilesWithShares: vi.fn(),
-  mockPrefetchInternalJson: vi.fn(),
 }))
 
 vi.mock('@/lib/workspaces/host-context', () => ({
   getWorkspaceHostContextForViewer: mockGetWorkspaceHostContextForViewer,
 }))
+vi.mock('@/lib/folders/queries', () => ({
+  listFoldersForWorkspace: mockListFoldersForWorkspace,
+}))
 vi.mock('@/lib/workspace-files/queries', () => ({
   listWorkspaceFilesWithShares: mockListWorkspaceFilesWithShares,
 }))
 vi.mock('@/lib/uploads/contexts/workspace/workspace-file-folder-manager', () => ({
   listWorkspaceFileFolders: mockListWorkspaceFileFolders,
 }))
-
-vi.mock('@/app/workspace/[workspaceId]/lib/prefetch-internal-fetch', () => ({
-  prefetchInternalJson: mockPrefetchInternalJson,
+vi.mock('@/lib/pinned-items/queries', () => ({
+  listPinnedItemsForUser: mockListPinnedItemsForUser,
+}))
+vi.mock('@/lib/workspaces/permissions/utils', () => ({
+  getWorkspaceMemberProfiles: mockGetWorkspaceMemberProfiles,
+  getWorkspacePermissionsForAuthorizedViewer: mockGetWorkspacePermissions,
+}))
+vi.mock('@/lib/workflows/queries', () => ({
+  listWorkflowsForUser: mockListWorkflowsForUser,
+}))
+vi.mock('@/lib/workspaces/list', () => ({
+  listWorkspacesForViewer: mockListWorkspacesForViewer,
+}))
+vi.mock('@/lib/users/queries', () => ({
+  getUserProfile: mockGetUserProfile,
+}))
+vi.mock('@/lib/copilot/chat/list-mothership-chats', () => ({
+  listMothershipChats: mockListMothershipChats,
+}))
+vi.mock('@/lib/table/service', () => ({
+  listTables: mockListTables,
+}))
+/**
+ * `typeMetadataOf` is the one leaf of the real wire projection that reaches the
+ * column-type registry, and through it every type module's icon and editor. Stub
+ * that leaf only, so `toTableListItem`'s timestamp, `metadata`, and job
+ * normalization stay under test rather than being mocked away wholesale.
+ */
+vi.mock('@/lib/table/column-types', () => ({
+  typeMetadataOf: () => ({}),
+}))
+vi.mock('@/lib/api/server/routes', () => ({
+  internalSessionAuth: { authenticate: mockAuthenticate },
+}))
+vi.mock('@/lib/knowledge/application/knowledge-bases', () => ({
+  listInternalKnowledgeBases: { execute: mockListInternalKnowledgeBases },
+}))
+vi.mock('@/lib/knowledge/api/internal-route', () => ({
+  internalKnowledgePresenters: { list: mockKnowledgePresenterList },
 }))
 
 vi.mock('@sim/emcn', () => ({
@@ -35,8 +96,8 @@ vi.mock('@sim/emcn', () => ({
 }))
 
 import { prefetchFilesBrowser } from '@/app/workspace/[workspaceId]/files/prefetch'
-import { prefetchHomeLists } from '@/app/workspace/[workspaceId]/home/prefetch'
 import { prefetchKnowledgeBases } from '@/app/workspace/[workspaceId]/knowledge/prefetch'
+import { prefetchWorkspaceSidebar } from '@/app/workspace/[workspaceId]/prefetch'
 import { prefetchTables } from '@/app/workspace/[workspaceId]/tables/prefetch'
 import { folderKeys } from '@/hooks/queries/utils/folder-keys'
 import { knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
@@ -57,58 +118,207 @@ describe('workspace list prefetches', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     mockGetWorkspaceHostContextForViewer.mockResolvedValue({ viewer: { permission: 'admin' } })
+    mockListFoldersForWorkspace.mockResolvedValue([])
     mockListWorkspaceFilesWithShares.mockResolvedValue([])
     mockListWorkspaceFileFolders.mockResolvedValue([])
+    mockListPinnedItemsForUser.mockResolvedValue([])
+    mockListWorkflowsForUser.mockResolvedValue([])
+    mockGetUserProfile.mockResolvedValue({ id: USER_ID, name: 'Ada', email: 'a@b.c' })
+    mockGetWorkspacePermissions.mockResolvedValue({ users: [] })
+    mockListMothershipChats.mockResolvedValue([])
+    mockListWorkspacesForViewer.mockResolvedValue({
+      workspaces: [],
+      lastActiveWorkspaceId: null,
+      pinnedWorkspaceIds: [],
+      creationPolicy: null,
+    })
+    mockGetWorkspaceMemberProfiles.mockResolvedValue([])
+    mockListTables.mockResolvedValue([])
+    mockAuthenticate.mockResolvedValue({ kind: 'session', userId: USER_ID, sessionId: 'sess-1' })
+    mockListInternalKnowledgeBases.mockResolvedValue({ knowledgeBases: [] })
+    mockKnowledgePresenterList.mockReturnValue({ success: true, data: [] })
+  })
+
+  describe.each([
+    {
+      name: 'prefetchKnowledgeBases',
+      run: (client: QueryClient) => prefetchKnowledgeBases(client, WORKSPACE_ID, USER_ID),
+      resourceType: 'knowledge_base' as const,
+    },
+    {
+      name: 'prefetchTables',
+      run: (client: QueryClient) => prefetchTables(client, WORKSPACE_ID, USER_ID),
+      resourceType: 'table' as const,
+    },
+  ])('$name folder reads', ({ run, resourceType }) => {
+    it('reads folders from the data layer rather than over the wire', async () => {
+      const folderRow = {
+        id: 'fld-1',
+        name: 'Folder',
+        userId: 'u-1',
+        workspaceId: WORKSPACE_ID,
+        parentId: null,
+        resourceType,
+        locked: false,
+        sortOrder: 0,
+        createdAt: '2026-01-01T00:00:00.000Z',
+        updatedAt: '2026-01-02T00:00:00.000Z',
+        deletedAt: null,
+      }
+      mockListFoldersForWorkspace.mockResolvedValue([folderRow])
+      const client = makeClient()
+
+      await run(client)
+
+      expect(mockListFoldersForWorkspace).toHaveBeenCalledWith(WORKSPACE_ID, 'active', resourceType)
+      const cached = client.getQueryData(
+        folderKeys.list(WORKSPACE_ID, 'active', resourceType)
+      ) as Array<{
+        resourceType: string
+        createdAt: Date
+      }>
+      expect(cached).toHaveLength(1)
+      expect(cached[0].resourceType).toBe(resourceType)
+      expect(cached[0].createdAt).toBeInstanceOf(Date)
+    })
+
+    it('skips the folder read when the viewer cannot be proved', async () => {
+      mockGetWorkspaceHostContextForViewer.mockResolvedValue(null)
+      const client = makeClient()
+
+      await run(client)
+
+      expect(mockListFoldersForWorkspace).not.toHaveBeenCalled()
+      expect(
+        client.getQueryData(folderKeys.list(WORKSPACE_ID, 'active', resourceType))
+      ).toBeUndefined()
+    })
   })
 
   describe('prefetchKnowledgeBases', () => {
-    it('primes the exact key useKnowledgeBasesQuery reads and unwraps data', async () => {
-      const bases = [{ id: 'kb-1' }]
-      mockPrefetchInternalJson.mockResolvedValue({ data: bases })
+    /**
+     * The bases list is a protected read behind an application operation, so the prefetch runs
+     * the same use case the route declares, with a principal from the same auth policy —
+     * rather than reaching past it to a manager.
+     */
+    it('runs the route’s own use case with a session principal', async () => {
       const client = makeClient()
 
-      await prefetchKnowledgeBases(client, WORKSPACE_ID)
+      await prefetchKnowledgeBases(client, WORKSPACE_ID, USER_ID)
 
-      expect(mockPrefetchInternalJson).toHaveBeenCalledWith(
-        `/api/knowledge?workspaceId=${WORKSPACE_ID}&scope=active`
-      )
-      expect(client.getQueryData(knowledgeKeys.list(WORKSPACE_ID, 'active'))).toEqual(bases)
+      expect(mockAuthenticate).toHaveBeenCalled()
+      expect(mockListInternalKnowledgeBases).toHaveBeenCalledWith({
+        principal: { kind: 'session', userId: USER_ID, sessionId: 'sess-1' },
+        input: { workspaceId: WORKSPACE_ID, scope: 'active' },
+      })
+      expect(client.getQueryData(knowledgeKeys.list(WORKSPACE_ID, 'active'))).toEqual([])
+    })
+
+    it('caches nothing when the session principal cannot be built', async () => {
+      mockAuthenticate.mockRejectedValue(new Error('Unauthorized'))
+      const client = makeClient()
+
+      await prefetchKnowledgeBases(client, WORKSPACE_ID, USER_ID)
+
+      expect(mockListInternalKnowledgeBases).not.toHaveBeenCalled()
+      expect(client.getQueryData(knowledgeKeys.list(WORKSPACE_ID, 'active'))).toBeUndefined()
     })
   })
 
   describe('prefetchTables', () => {
-    it('primes the exact key useTablesList reads and unwraps data.tables', async () => {
-      const tables = [{ id: 't-1' }]
-      mockPrefetchInternalJson.mockResolvedValue({ data: { tables } })
+    const TABLE_ROW = {
+      id: 't-1',
+      name: 'people',
+      description: null,
+      schema: { columns: [{ id: 'c1', name: 'name', type: 'string' }] },
+      metadata: { columnWidths: { c1: 120 } },
+      rowCount: 3,
+      maxRows: 10_000,
+      workspaceId: WORKSPACE_ID,
+      folderId: null,
+      createdBy: 'u-1',
+      locks: {
+        schemaLocked: false,
+        insertLocked: false,
+        updateLocked: false,
+        deleteLocked: false,
+      },
+      archivedAt: null,
+      createdAt: new Date('2026-01-01T00:00:00.000Z'),
+      updatedAt: new Date('2026-01-02T00:00:00.000Z'),
+    }
+
+    it('reads tables from the data layer', async () => {
+      mockListTables.mockResolvedValue([TABLE_ROW])
       const client = makeClient()
 
-      await prefetchTables(client, WORKSPACE_ID)
+      await prefetchTables(client, WORKSPACE_ID, USER_ID)
 
-      expect(mockPrefetchInternalJson).toHaveBeenCalledWith(
-        `/api/table?workspaceId=${WORKSPACE_ID}&scope=active`
-      )
-      expect(client.getQueryData(tableKeys.list(WORKSPACE_ID, 'active'))).toEqual(tables)
+      expect(mockListTables).toHaveBeenCalledWith(WORKSPACE_ID, { scope: 'active' })
     })
-  })
 
+    /**
+     * `listTablesContract`'s response schema is a passthrough, so a client fetch caches the
+     * route's JSON verbatim. Seeding the raw data-layer row would put `Date`s and the
+     * server-only `metadata` field under a key the hook never sees them on.
+     */
+    it('seeds the wire shape a client fetch caches, not the raw data-layer row', async () => {
+      mockListTables.mockResolvedValue([TABLE_ROW])
+      const client = makeClient()
+
+      await prefetchTables(client, WORKSPACE_ID, USER_ID)
+
+      const [cached] = client.getQueryData(tableKeys.list(WORKSPACE_ID, 'active')) as Array<
+        Record<string, unknown>
+      >
+      expect(cached.createdAt).toBe('2026-01-01T00:00:00.000Z')
+      expect(cached.updatedAt).toBe('2026-01-02T00:00:00.000Z')
+      expect(cached.archivedAt).toBeNull()
+      expect(cached).not.toHaveProperty('metadata')
+      expect(cached.jobStatus).toBeNull()
+      expect(cached.jobRowsProcessed).toBe(0)
+    })
+
+    it('caches no tables when the viewer cannot be proved', async () => {
+      mockGetWorkspaceHostContextForViewer.mockResolvedValue(null)
+      const client = makeClient()
+
+      await prefetchTables(client, WORKSPACE_ID, USER_ID)
+
+      expect(mockListTables).not.toHaveBeenCalled()
+      expect(client.getQueryData(tableKeys.list(WORKSPACE_ID, 'active'))).toBeUndefined()
+    })
+  })
   describe('prefetchFilesBrowser', () => {
-    it('primes both file + folder keys the client hooks read', async () => {
-      const files = [{ id: 'f-1' }]
+    it('primes the folder key the client hook reads', async () => {
       const folders = [{ id: 'folder-1' }]
-      mockListWorkspaceFilesWithShares.mockResolvedValue(files)
       mockListWorkspaceFileFolders.mockResolvedValue(folders)
       const client = makeClient()
 
       await prefetchFilesBrowser(client, WORKSPACE_ID, USER_ID)
 
-      expect(mockListWorkspaceFilesWithShares).toHaveBeenCalledWith(WORKSPACE_ID, 'active')
       expect(mockListWorkspaceFileFolders).toHaveBeenCalledWith(WORKSPACE_ID, { scope: 'active' })
-      expect(client.getQueryData(workspaceFilesKeys.list(WORKSPACE_ID, 'active'))).toEqual(files)
       expect(client.getQueryData(workspaceFileFolderKeys.list(WORKSPACE_ID, 'active'))).toEqual(
         folders
       )
     })
 
+    /**
+     * The FILE LIST is deliberately not primed here — `prefetchWorkspaceSidebar` owns it, because the
+     * sidebar reads that query on every workspace route and therefore registers it before any page
+     * renders. `HydrationBoundary` hands an already-seen query to a `useEffect`, which SSR never runs,
+     * so a page-level prefetch of this key costs a request per render and still cannot reach the server
+     * render. Restoring it here would reintroduce exactly that.
+     */
+    it('leaves the file list to the layout rather than re-reading it per page', async () => {
+      const client = makeClient()
+
+      await prefetchFilesBrowser(client, WORKSPACE_ID, USER_ID)
+
+      expect(mockListWorkspaceFilesWithShares).not.toHaveBeenCalled()
+      expect(client.getQueryData(workspaceFilesKeys.list(WORKSPACE_ID, 'active'))).toBeUndefined()
+    })
+
     /**
      * The reads bypass the route that used to authorize them, so a viewer without workspace
      * access must prime nothing and let the client fetch reach the route for the real 403.
@@ -120,7 +330,7 @@ describe('workspace list prefetches', () => {
       await prefetchFilesBrowser(client, WORKSPACE_ID, USER_ID)
 
       expect(client.getQueryCache().getAll()).toHaveLength(0)
-      expect(mockListWorkspaceFilesWithShares).not.toHaveBeenCalled()
+      expect(mockListWorkspaceFileFolders).not.toHaveBeenCalled()
     })
   })
 
@@ -138,86 +348,133 @@ describe('workspace list prefetches', () => {
       },
       {
         name: 'tables',
-        run: (client: QueryClient) => prefetchTables(client, WORKSPACE_ID),
+        run: (client: QueryClient) => prefetchTables(client, WORKSPACE_ID, USER_ID),
         resourceType: 'table' as const,
       },
       {
         name: 'knowledge',
-        run: (client: QueryClient) => prefetchKnowledgeBases(client, WORKSPACE_ID),
+        run: (client: QueryClient) => prefetchKnowledgeBases(client, WORKSPACE_ID, USER_ID),
         resourceType: 'knowledge_base' as const,
       },
     ]
 
     for (const { name, run, resourceType } of chromeCases) {
       it(`primes pinned ids (${resourceType} + folder) and members for ${name}`, async () => {
-        const pinnedItems = [{ id: 'p-1', resourceId: 'r-1' }]
-        const members = [{ userId: 'u-1', name: 'Ada' }]
-        mockPrefetchInternalJson.mockImplementation(async (path: string) => {
-          if (path.startsWith('/api/pinned-items')) return { pinnedItems }
-          if (path.endsWith('/members')) return { members }
-          if (path.includes('/folders')) return { folders: [] }
-          return { success: true, files: [], data: { tables: [] } }
-        })
+        /**
+         * Distinct fixtures per key: identical ones would still pass if the two pin
+         * namespaces were crossed.
+         */
+        const resourcePins = [{ id: 'p-1', resourceType, resourceId: 'r-1' }]
+        const folderPins = [{ id: 'p-2', resourceType: 'folder' as const, resourceId: 'fld-1' }]
+        const members = [{ userId: 'u-1', name: 'Ada', image: null }]
+        mockListPinnedItemsForUser.mockImplementation(
+          async (_userId: string, _workspaceId: string, type: string) =>
+            type === 'folder' ? folderPins : resourcePins
+        )
+        mockGetWorkspaceMemberProfiles.mockResolvedValue(members)
         const client = makeClient()
 
         await run(client)
 
-        expect(mockPrefetchInternalJson).toHaveBeenCalledWith(
-          `/api/pinned-items?workspaceId=${WORKSPACE_ID}&resourceType=${resourceType}`
-        )
-        expect(mockPrefetchInternalJson).toHaveBeenCalledWith(
-          `/api/pinned-items?workspaceId=${WORKSPACE_ID}&resourceType=folder`
-        )
-        expect(mockPrefetchInternalJson).toHaveBeenCalledWith(
-          `/api/workspaces/${WORKSPACE_ID}/members`
-        )
+        expect(mockListPinnedItemsForUser).toHaveBeenCalledWith(USER_ID, WORKSPACE_ID, resourceType)
+        expect(mockListPinnedItemsForUser).toHaveBeenCalledWith(USER_ID, WORKSPACE_ID, 'folder')
+        expect(mockGetWorkspaceMemberProfiles).toHaveBeenCalledWith(WORKSPACE_ID)
         expect(client.getQueryData(pinnedItemKeys.list(WORKSPACE_ID, resourceType))).toEqual(
-          pinnedItems
-        )
-        expect(client.getQueryData(pinnedItemKeys.list(WORKSPACE_ID, 'folder'))).toEqual(
-          pinnedItems
+          resourcePins
         )
+        expect(client.getQueryData(pinnedItemKeys.list(WORKSPACE_ID, 'folder'))).toEqual(folderPins)
         expect(client.getQueryData(workspaceKeys.members(WORKSPACE_ID))).toEqual(members)
       })
+
+      it(`caches no chrome for ${name} when the viewer cannot be proved`, async () => {
+        mockGetWorkspaceHostContextForViewer.mockResolvedValue(null)
+        const client = makeClient()
+
+        await run(client)
+
+        expect(mockListPinnedItemsForUser).not.toHaveBeenCalled()
+        expect(mockGetWorkspaceMemberProfiles).not.toHaveBeenCalled()
+        expect(client.getQueryData(pinnedItemKeys.list(WORKSPACE_ID, resourceType))).toBeUndefined()
+        expect(client.getQueryData(workspaceKeys.members(WORKSPACE_ID))).toBeUndefined()
+      })
     }
   })
 
-  describe('prefetchHomeLists', () => {
-    it('primes folder + file keys, mapping folder rows to the client shape', async () => {
-      const folderRow = {
-        id: 'folder-1',
-        name: 'Docs',
-        userId: 'u-1',
-        workspaceId: WORKSPACE_ID,
-        parentId: null,
-        resourceType: 'workflow',
-        locked: false,
-        sortOrder: 0,
-        createdAt: '2026-01-01T00:00:00.000Z',
-        updatedAt: '2026-01-02T00:00:00.000Z',
-        deletedAt: null,
-      }
-      const files = [{ id: 'f-1' }]
-      mockPrefetchInternalJson.mockImplementation(async (path: string) =>
-        path.startsWith('/api/folders') ? { folders: [folderRow] } : { success: true, files }
-      )
+  describe('prefetchWorkspaceSidebar / seedWorkspaceList', () => {
+    const HOST_CONTEXT = {
+      workspace: { id: WORKSPACE_ID },
+      viewer: { permission: 'admin' },
+    } as never
+
+    const WORKSPACE_ROW = {
+      id: WORKSPACE_ID,
+      name: 'GTM',
+      ownerId: USER_ID,
+      organizationId: null,
+      workspaceMode: 'personal',
+      permissions: 'admin',
+    }
+
+    const LIST_PAYLOAD = {
+      workspaces: [WORKSPACE_ROW],
+      lastActiveWorkspaceId: null,
+      pinnedWorkspaceIds: [],
+      creationPolicy: null,
+    }
+
+    /**
+     * The load-bearing contract: an empty list must leave the key UNSET so the client
+     * fetch reaches `GET /api/workspaces`' default-workspace creation path. Seeding an
+     * empty array instead would suppress it and strand a brand-new viewer.
+     */
+    it('seeds nothing when the viewer has no workspaces', async () => {
+      mockListWorkspacesForViewer.mockResolvedValue({ ...LIST_PAYLOAD, workspaces: [] })
+      const client = makeClient()
+
+      await prefetchWorkspaceSidebar(client, WORKSPACE_ID, USER_ID, HOST_CONTEXT, null)
+
+      expect(client.getQueryData(workspaceKeys.list('active'))).toBeUndefined()
+    })
+
+    it('seeds the workspace list when the viewer has one', async () => {
+      mockListWorkspacesForViewer.mockResolvedValue(LIST_PAYLOAD)
       const client = makeClient()
 
-      await prefetchHomeLists(client, WORKSPACE_ID)
+      await prefetchWorkspaceSidebar(client, WORKSPACE_ID, USER_ID, HOST_CONTEXT, null)
 
-      expect(mockPrefetchInternalJson).toHaveBeenCalledWith(
-        `/api/folders?workspaceId=${WORKSPACE_ID}&scope=active&resourceType=workflow`
+      const cached = client.getQueryData(workspaceKeys.list('active')) as
+        | { workspaces: Array<{ id: string }> }
+        | undefined
+      expect(cached).toBeDefined()
+      expect(cached?.workspaces.map((w) => w.id)).toEqual([WORKSPACE_ID])
+    })
+
+    /** A failed seed is an optimization loss, not a render failure. */
+    it('does not throw when the workspace read rejects, and seeds nothing', async () => {
+      mockListWorkspacesForViewer.mockRejectedValue(new Error('500'))
+      const client = makeClient()
+
+      await expect(
+        prefetchWorkspaceSidebar(client, WORKSPACE_ID, USER_ID, HOST_CONTEXT, null)
+      ).resolves.toBeUndefined()
+      expect(client.getQueryData(workspaceKeys.list('active'))).toBeUndefined()
+    })
+
+    /** Guards the mismatch check that keeps one workspace's data out of another's cache. */
+    it('seeds nothing when the host context is for a different workspace', async () => {
+      mockListWorkspacesForViewer.mockResolvedValue(LIST_PAYLOAD)
+      const client = makeClient()
+
+      await prefetchWorkspaceSidebar(
+        client,
+        WORKSPACE_ID,
+        USER_ID,
+        { workspace: { id: 'other-ws' }, viewer: { permission: 'admin' } } as never,
+        null
       )
-      const cachedFolders = client.getQueryData(folderKeys.list(WORKSPACE_ID, 'active')) as Array<{
-        id: string
-        resourceType: string
-        createdAt: Date
-      }>
-      expect(cachedFolders).toHaveLength(1)
-      expect(cachedFolders[0].resourceType).toBe('workflow')
-      // The wire shape carries ISO strings; the client shape carries Dates.
-      expect(cachedFolders[0].createdAt).toBeInstanceOf(Date)
-      expect(client.getQueryData(workspaceFilesKeys.list(WORKSPACE_ID, 'active'))).toEqual(files)
+
+      expect(client.getQueryCache().getAll()).toHaveLength(0)
+      expect(mockListWorkspacesForViewer).not.toHaveBeenCalled()
     })
   })
 
@@ -225,29 +482,35 @@ describe('workspace list prefetches', () => {
     it.each([
       [
         'prefetchKnowledgeBases',
-        (client: QueryClient) => prefetchKnowledgeBases(client, WORKSPACE_ID),
+        (client: QueryClient) => prefetchKnowledgeBases(client, WORKSPACE_ID, USER_ID),
         knowledgeKeys.list(WORKSPACE_ID, 'active'),
       ],
       [
         'prefetchTables',
-        (client: QueryClient) => prefetchTables(client, WORKSPACE_ID),
+        (client: QueryClient) => prefetchTables(client, WORKSPACE_ID, USER_ID),
         tableKeys.list(WORKSPACE_ID, 'active'),
       ],
       [
-        'prefetchHomeLists',
-        (client: QueryClient) => prefetchHomeLists(client, WORKSPACE_ID),
-        folderKeys.list(WORKSPACE_ID, 'active'),
-      ],
-      [
+        /**
+         * Asserted against the folder key, not the file list: `prefetchFilesBrowser`
+         * deliberately never seeds `workspaceFilesKeys` (the layout owns it), so an
+         * assertion on that key would hold no matter what this function did.
+         */
         'prefetchFilesBrowser',
         (client: QueryClient) => prefetchFilesBrowser(client, WORKSPACE_ID, USER_ID),
-        workspaceFilesKeys.list(WORKSPACE_ID, 'active'),
+        workspaceFileFolderKeys.list(WORKSPACE_ID, 'active'),
       ],
     ] as const)(
       '%s does not throw when the fetcher rejects (page still renders, client refetches)',
       async (_name, prefetch, queryKey) => {
-        mockPrefetchInternalJson.mockRejectedValue(new Error('500'))
-        mockListWorkspaceFilesWithShares.mockRejectedValue(new Error('500'))
+        const boom = new Error('500')
+        mockListWorkspaceFilesWithShares.mockRejectedValue(boom)
+        mockListFoldersForWorkspace.mockRejectedValue(boom)
+        mockListTables.mockRejectedValue(boom)
+        mockListInternalKnowledgeBases.mockRejectedValue(boom)
+        mockListPinnedItemsForUser.mockRejectedValue(boom)
+        mockGetWorkspaceMemberProfiles.mockRejectedValue(boom)
+        mockListWorkspaceFileFolders.mockRejectedValue(boom)
         const client = makeClient()
 
         await expect(prefetch(client)).resolves.toBeUndefined()
diff --git a/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/trace-view/trace-view.tsx b/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/trace-view/trace-view.tsx
index 6365ec2e8ce..80c4fea424f 100644
--- a/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/trace-view/trace-view.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/trace-view/trace-view.tsx
@@ -42,11 +42,12 @@ import {
   getDisplayName,
   hasErrorInTree,
   hasUnhandledErrorInTree,
-  iconColorClass,
   isIterationType,
   parseTime,
 } from '@/app/workspace/[workspaceId]/logs/components/log-details/utils'
+import { BlockTile } from '@/blocks/block-tile'
 import { isCustomBlockType } from '@/blocks/custom/build-config'
+import { getTileIconColorClass } from '@/blocks/icon-color'
 import { useCodeViewerFeatures } from '@/hooks/use-code-viewer'
 
 const DEFAULT_TREE_PANE_WIDTH = 240
@@ -331,12 +332,12 @@ const TraceTreeRow = memo(function TraceTreeRow({
           <div className='size-[14px] flex-shrink-0' />
         )}
         {!isIterationType(span.type) && (
-          <div
-            className='flex size-[14px] flex-shrink-0 items-center justify-center overflow-hidden rounded-sm [&_img]:size-full'
-            style={{ background: bgColor }}
-          >
-            {BlockIcon && <BlockIcon className={cn('size-[10px]', iconColorClass(bgColor))} />}
-          </div>
+          <BlockTile
+            blockType={span.type?.toLowerCase() ?? ''}
+            icon={BlockIcon ?? undefined}
+            bgColor={bgColor}
+            size='sm'
+          />
         )}
         <Tooltip.Root>
           <Tooltip.Trigger asChild>
@@ -711,7 +712,9 @@ const TraceDetailPane = memo(function TraceDetailPane({ span }: { span: TraceSpa
             className='mt-[2px] flex size-[18px] flex-shrink-0 items-center justify-center overflow-hidden rounded-sm [&_img]:size-full'
             style={{ background: bgColor }}
           >
-            {BlockIcon && <BlockIcon className={cn('size-[12px]', iconColorClass(bgColor))} />}
+            {BlockIcon && (
+              <BlockIcon className={cn('size-[12px]', getTileIconColorClass(bgColor))} />
+            )}
           </div>
         )}
         <div className='flex min-w-0 flex-1 flex-col gap-0.5'>
diff --git a/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/utils.ts b/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/utils.ts
index 4b993050ecd..b3dc95416bb 100644
--- a/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/logs/components/log-details/utils.ts
@@ -86,12 +86,6 @@ export function getBlockIconAndColor(
  */
 const MAX_YIQ_SUM = 255_000
 
-/** Returns 'text-white' for dark backgrounds, dark text for light ones. */
-export function iconColorClass(bgColor: string): string {
-  const brightness = perceivedBrightness(bgColor)
-  return brightness !== null && brightness > 160_000 / MAX_YIQ_SUM ? 'text-[#111111]' : 'text-white'
-}
-
 /**
  * Near-black bgColors disappear against the dark-mode surface (--bg: #1b1b1b).
  * Below the brightness threshold we fall back to the neutral block color used
diff --git a/apps/sim/app/workspace/[workspaceId]/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/prefetch.ts
index fe69e488fae..c24198fb51f 100644
--- a/apps/sim/app/workspace/[workspaceId]/prefetch.ts
+++ b/apps/sim/app/workspace/[workspaceId]/prefetch.ts
@@ -1,13 +1,16 @@
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
 import type { QueryClient } from '@tanstack/react-query'
 import { listWorkspacesContract, type WorkspaceHostContext } from '@/lib/api/contracts/workspaces'
 import { listMothershipChats } from '@/lib/copilot/chat/list-mothership-chats'
 import { isChatEnabled } from '@/lib/core/config/env-flags'
-import { listFoldersForWorkspace } from '@/lib/folders/queries'
 import { getUserProfile } from '@/lib/users/queries'
 import { listWorkflowsForUser } from '@/lib/workflows/queries'
+import { listWorkspaceFilesWithShares } from '@/lib/workspace-files/queries'
 import { getWorkspaceHostContextForViewer } from '@/lib/workspaces/host-context'
 import { listWorkspacesForViewer } from '@/lib/workspaces/list'
 import { getWorkspacePermissionsForAuthorizedViewer } from '@/lib/workspaces/permissions/utils'
+import { prefetchResourceFolders } from '@/app/workspace/[workspaceId]/lib/prefetch-resource-folders'
 import {
   MOTHERSHIP_CHAT_LIST_STALE_TIME,
   mapChat,
@@ -18,14 +21,14 @@ import {
   USER_PROFILE_STALE_TIME,
   userProfileKeys,
 } from '@/hooks/queries/user-profile'
-import { FOLDER_LIST_STALE_TIME, folderKeys, mapFolder } from '@/hooks/queries/utils/folder-keys'
 import { workflowKeys } from '@/hooks/queries/utils/workflow-keys'
 import { mapWorkflow, WORKFLOW_LIST_STALE_TIME } from '@/hooks/queries/utils/workflow-list-query'
-import {
-  normalizeWorkspacesResponse,
-  WORKSPACE_LIST_STALE_TIME,
-} from '@/hooks/queries/utils/workspace-list-query'
+import { normalizeWorkspacesResponse } from '@/hooks/queries/utils/workspace-list-query'
 import { WORKSPACE_PERMISSIONS_STALE_TIME, workspaceKeys } from '@/hooks/queries/workspace'
+import {
+  WORKSPACE_FILES_LIST_STALE_TIME,
+  workspaceFilesKeys,
+} from '@/hooks/queries/workspace-files'
 import {
   WORKSPACE_HOST_CONTEXT_STALE_TIME,
   workspaceHostKeys,
@@ -47,22 +50,77 @@ export function prefetchWorkspaceHostContext(
   })
 }
 
+const logger = createLogger('WorkspacePrefetch')
+
+/**
+ * Seeds the viewer's workspace list, which the switcher reads.
+ *
+ * Seeded rather than prefetched so the empty-list case can decline to create a
+ * cache entry at all: the route's default-workspace creation path must run on
+ * the client, and an entry — even an empty one — would suppress it. Expressing
+ * that as an absent seed also keeps a routine state out of the error channel,
+ * where it read as a failure rather than as "nothing to seed".
+ */
+async function seedWorkspaceList(
+  queryClient: QueryClient,
+  userId: string,
+  activeOrganizationId: string | null
+): Promise<void> {
+  try {
+    const payload = await listWorkspacesForViewer({
+      userId,
+      activeOrganizationId,
+      scope: 'active',
+    })
+    if (payload.workspaces.length === 0) return
+    /**
+     * Parsing through the route contract's response schema strips the same
+     * server-only fields `requestJson` strips on the client, guaranteeing the
+     * seeded shape is identical to a client fetch.
+     */
+    queryClient.setQueryData(
+      workspaceKeys.list('active'),
+      normalizeWorkspacesResponse(listWorkspacesContract.response.schema.parse(payload))
+    )
+  } catch (error) {
+    /**
+     * Swallowed rather than rethrown — this read is an optimization; the layout
+     * renders fine without it and the client fetch reaches the route instead.
+     * Logged because contract drift between the read and the response schema
+     * would otherwise degrade silently into every viewer waterfalling.
+     */
+    logger.warn('Workspace list seed failed; client will fetch', {
+      error: getErrorMessage(error),
+    })
+  }
+}
+
 /**
  * Prefetches the sidebar's workflow, chat, folder, workspace-permissions,
  * workspace, and viewer-profile reads for a workspace and stores them under the
  * same query keys + mappers the client hooks use, so the persistent sidebar
- * (including the workspace switcher header and the footer's profile row) paints
- * populated on the first server render
- * instead of flashing skeletons on a cold load (e.g. after the browser
- * discards an idle tab). Calls the data layer directly — the same functions
- * the API routes use — with no internal HTTP hop.
+ * (including the workspace switcher header and the footer's profile row) is
+ * populated without a client-side request waterfall on a cold load (e.g. after
+ * the browser discards an idle tab). Calls the data layer directly — the same
+ * functions the API routes use — with no internal HTTP hop.
  *
  * The host context is the authorization proof for this server-render pass, so
  * permission prefetch can reuse its effective permission without repeating
  * workspace and membership reads. It also proves the viewer has at least one
- * accessible workspace, which is why the workspace-list prefetch can safely
- * skip the route's empty-list default-workspace creation path — and the
- * route's orphaned-workflow repair, which still runs on client refetches.
+ * accessible workspace, so this pass skips the route's orphaned-workflow
+ * repair, which still runs on client refetches.
+ *
+ * All reads run concurrently and are awaited together, so every pane is settled
+ * in the cache before `dehydrate` and the sidebar still paints populated rather
+ * than flashing skeletons that stream in behind the shell.
+ *
+ * The workspace list is seeded rather than prefetched. An empty or failed read
+ * seeds nothing, leaving the client fetch to reach `GET /api/workspaces`'
+ * default-workspace creation path — the same outcome a rejecting `queryFn` used
+ * to produce, without routing a normal state through the error channel. That
+ * matters because only a settled query is dehydrated: an unawaited read would be
+ * dropped from the payload entirely, so the switcher would waterfall on every
+ * cold load rather than paint populated.
  */
 export async function prefetchWorkspaceSidebar(
   queryClient: QueryClient,
@@ -72,6 +130,7 @@ export async function prefetchWorkspaceSidebar(
   activeOrganizationId: string | null
 ): Promise<void> {
   if (hostContext.workspace.id !== workspaceId) return
+
   await Promise.all([
     queryClient.prefetchQuery({
       queryKey: workflowKeys.list(workspaceId, 'active'),
@@ -93,34 +152,22 @@ export async function prefetchWorkspaceSidebar(
           }),
         ]
       : []),
+    prefetchResourceFolders(queryClient, workspaceId, 'workflow', userId),
+    /**
+     * The sidebar reads the workspace's files for its search modal, on EVERY workspace route — so this
+     * query is registered by sidebar chrome before any page renders. That ordering is why it has to be
+     * prefetched HERE and not only by the Files pages: `HydrationBoundary` hydrates a query the cache
+     * has already seen from a `useEffect`, which never runs during SSR, so a page-level boundary can
+     * only ever hand this entry to the client. Seeding it with the layout's own boundary — the first
+     * one to render — is what lets the server paint the Files browser and the open file's header
+     * populated instead of shipping a spinner and resolving it a beat later on the client.
+     *
+     * Same key + shape as {@link prefetchFilesBrowser}, so whichever runs is a no-op for the other.
+     */
     queryClient.prefetchQuery({
-      queryKey: folderKeys.list(workspaceId, 'active', 'workflow'),
-      queryFn: async () => {
-        const rows = await listFoldersForWorkspace(workspaceId, 'active', 'workflow')
-        return rows.map(mapFolder)
-      },
-      staleTime: FOLDER_LIST_STALE_TIME,
-    }),
-    queryClient.prefetchQuery({
-      queryKey: workspaceKeys.list('active'),
-      queryFn: async () => {
-        const payload = await listWorkspacesForViewer({
-          userId,
-          activeOrganizationId,
-          scope: 'active',
-        })
-        // An empty list means GET /api/workspaces' default-workspace creation
-        // path must run — throw so prefetchQuery caches nothing and the client
-        // fetch reaches the route.
-        if (payload.workspaces.length === 0) {
-          throw new Error('Empty workspace list requires the route creation path')
-        }
-        // Parsing through the route contract's response schema strips the same
-        // server-only fields `requestJson` strips on the client, guaranteeing the
-        // cached shape is identical to a client fetch.
-        return normalizeWorkspacesResponse(listWorkspacesContract.response.schema.parse(payload))
-      },
-      staleTime: WORKSPACE_LIST_STALE_TIME,
+      queryKey: workspaceFilesKeys.list(workspaceId, 'active'),
+      queryFn: () => listWorkspaceFilesWithShares(workspaceId, 'active'),
+      staleTime: WORKSPACE_FILES_LIST_STALE_TIME,
     }),
     queryClient.prefetchQuery({
       queryKey: workspaceKeys.permissions(workspaceId),
@@ -148,5 +195,6 @@ export async function prefetchWorkspaceSidebar(
       },
       staleTime: USER_PROFILE_STALE_TIME,
     }),
+    seedWorkspaceList(queryClient, userId, activeOrganizationId),
   ])
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/[section]/page.tsx b/apps/sim/app/workspace/[workspaceId]/settings/[section]/page.tsx
index 2f84f225401..22d0fbc4f9a 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/[section]/page.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/settings/[section]/page.tsx
@@ -25,7 +25,7 @@ import {
 } from '@/app/workspace/[workspaceId]/settings/navigation'
 import { resolveWorkspaceGroup } from '@/ee/access-control/utils/permission-check'
 import { isForkingAvailableForWorkspace } from '@/ee/workspace-forking/lib/lineage/authz'
-import { prefetchGeneralSettings, prefetchUserProfile } from './prefetch'
+import { prefetchGeneralSettings } from './prefetch'
 import { SettingsPage } from './settings'
 
 interface WorkspaceSettingsSectionPageProps {
@@ -170,8 +170,13 @@ export default async function WorkspaceSettingsSectionPage({
   }
 
   const queryClient = getQueryClient()
-  void prefetchGeneralSettings(queryClient)
-  void prefetchUserProfile(queryClient)
+  /**
+   * Awaited, not fired and forgotten: only a settled query is dehydrated, so an unawaited
+   * prefetch is dropped from the payload and the panel waterfalls anyway. The viewer's
+   * profile is already seeded by the workspace layout under the same key, so it is not
+   * repeated here.
+   */
+  await prefetchGeneralSettings(queryClient)
 
   return (
     <HydrationBoundary state={dehydrate(queryClient)}>
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/[section]/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/settings/[section]/prefetch.ts
index 059690a037b..9cbcf3d5f61 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/[section]/prefetch.ts
+++ b/apps/sim/app/workspace/[workspaceId]/settings/[section]/prefetch.ts
@@ -1,24 +1,21 @@
 import type { QueryClient } from '@tanstack/react-query'
-import { headers } from 'next/headers'
 import { getSession } from '@/lib/auth'
-import { getInternalApiBaseUrl } from '@/lib/core/utils/urls'
-import { getUserProfile, getUserSettings } from '@/lib/users/queries'
+import { getUserSettings } from '@/lib/users/queries'
 import {
   GENERAL_SETTINGS_STALE_TIME,
   generalSettingsKeys,
   mapGeneralSettingsResponse,
 } from '@/hooks/queries/general-settings'
-import { SUBSCRIPTION_DATA_STALE_TIME, subscriptionKeys } from '@/hooks/queries/subscription'
-import {
-  mapUserProfileResponse,
-  USER_PROFILE_STALE_TIME,
-  userProfileKeys,
-} from '@/hooks/queries/user-profile'
 
 /**
  * Prefetch general settings server-side via the shared data layer.
- * Uses the same query keys as the client `useGeneralSettings` hook
- * so data is shared via HydrationBoundary.
+ *
+ * Uses the same query key and mapper as the client `useGeneralSettings` hook, so the
+ * hydrated entry is indistinguishable from one a client fetch produced.
+ *
+ * Callers must `await` this. Only a settled query is dehydrated, so an unawaited prefetch
+ * is dropped from the payload entirely and the panel waterfalls on every load as if it had
+ * never been prefetched.
  */
 export function prefetchGeneralSettings(queryClient: QueryClient) {
   return queryClient.prefetchQuery({
@@ -31,48 +28,3 @@ export function prefetchGeneralSettings(queryClient: QueryClient) {
     staleTime: GENERAL_SETTINGS_STALE_TIME,
   })
 }
-
-/**
- * Prefetch subscription data server-side. Unlike the other prefetches this goes
- * through the internal billing API rather than calling the data layer directly:
- * the billing summary contains `Date` fields (and an untyped `metadata` blob) that
- * `NextResponse.json` serializes to the string wire shape the client caches. Going
- * through the route yields that exact shape, avoiding a Date-vs-string mismatch
- * between server-hydrated and client-fetched data. Uses the same query key as the
- * client `useSubscriptionData` hook (with includeOrg=false) so data is shared via
- * HydrationBoundary.
- */
-export function prefetchSubscriptionData(queryClient: QueryClient) {
-  return queryClient.prefetchQuery({
-    queryKey: subscriptionKeys.user(false),
-    queryFn: async () => {
-      const h = await headers()
-      const cookie = h.get('cookie')
-      const response = await fetch(`${getInternalApiBaseUrl()}/api/billing?context=user`, {
-        headers: cookie ? { cookie } : {},
-      })
-      if (!response.ok) throw new Error(`Subscription prefetch failed: ${response.status}`)
-      return response.json()
-    },
-    staleTime: SUBSCRIPTION_DATA_STALE_TIME,
-  })
-}
-
-/**
- * Prefetch user profile server-side via the shared data layer.
- * Uses the same query keys as the client `useUserProfile` hook
- * so data is shared via HydrationBoundary.
- */
-export function prefetchUserProfile(queryClient: QueryClient) {
-  return queryClient.prefetchQuery({
-    queryKey: userProfileKeys.profile(),
-    queryFn: async () => {
-      const session = await getSession()
-      if (!session?.user?.id) throw new Error('Unauthorized')
-      const user = await getUserProfile(session.user.id)
-      if (!user) throw new Error('User not found')
-      return mapUserProfileResponse(user)
-    },
-    staleTime: USER_PROFILE_STALE_TIME,
-  })
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/enrichment-details/enrichment-details.tsx b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/enrichment-details/enrichment-details.tsx
index c8995487beb..677cd5eedf1 100644
--- a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/enrichment-details/enrichment-details.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/enrichment-details/enrichment-details.tsx
@@ -7,10 +7,10 @@ import type { EnrichmentProviderOutcome, EnrichmentRunDetail } from '@/lib/table
 import {
   adjustBgForContrast,
   getBlockIconAndColor,
-  iconColorClass,
 } from '@/app/workspace/[workspaceId]/logs/components/log-details/utils'
 import { useLogDetailsResize } from '@/app/workspace/[workspaceId]/logs/hooks'
 import { formatDate } from '@/app/workspace/[workspaceId]/logs/utils'
+import { getTileIconColorClass } from '@/blocks/icon-color'
 import { useEnrichmentDetail } from '@/hooks/queries/tables'
 import { formatCost } from '@/providers/utils'
 import { useLogDetailsUIStore } from '@/stores/logs/store'
@@ -255,7 +255,9 @@ function EnrichmentDetailsContent({
                       style={{ background: bgColor }}
                     >
                       {ProviderIcon && (
-                        <ProviderIcon className={cn('size-[11px]', iconColorClass(bgColor))} />
+                        <ProviderIcon
+                          className={cn('size-[11px]', getTileIconColorClass(bgColor))}
+                        />
                       )}
                     </div>
                     <span className='min-w-0 flex-1 truncate text-[var(--text-secondary)] text-caption'>
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/workflow-sidebar/workflow-sidebar.tsx b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/workflow-sidebar/workflow-sidebar.tsx
index 9dbb32fce28..d2d486561c5 100644
--- a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/workflow-sidebar/workflow-sidebar.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/workflow-sidebar/workflow-sidebar.tsx
@@ -1,6 +1,5 @@
 'use client'
 
-import type React from 'react'
 import { useMemo, useState } from 'react'
 import {
   Button,
@@ -18,7 +17,7 @@ import {
   Tooltip,
   toast,
 } from '@sim/emcn'
-import { ArrowLeft, ChevronDown, Repeat, Split, SquareArrowUpRight, X } from '@sim/emcn/icons'
+import { ArrowLeft, ChevronDown, SquareArrowUpRight, X } from '@sim/emcn/icons'
 import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { useMutation, useQueryClient } from '@tanstack/react-query'
@@ -57,8 +56,7 @@ import {
   RequiredLabel,
 } from '@/app/workspace/[workspaceId]/tables/[tableId]/components/sidebar-fields'
 import { PreviewWorkflow } from '@/app/workspace/[workspaceId]/w/components/preview'
-import { getBlock } from '@/blocks'
-import { getTileIconColorClass } from '@/blocks/icon-color'
+import { BlockTile } from '@/blocks/block-tile'
 import {
   useAddWorkflowGroup,
   useUpdateColumn,
@@ -140,8 +138,6 @@ interface BlockOutputGroup {
   blockId: string
   blockName: string
   blockType: string
-  blockIcon: string | React.ComponentType<{ className?: string }>
-  blockColor: string
   paths: string[]
 }
 
@@ -164,25 +160,6 @@ function tableColumnTypeToInputType(colType: ColumnDefinition['type'] | undefine
   return columnTypeById(colType).workflowInputType
 }
 
-const TagIcon: React.FC<{
-  icon: string | React.ComponentType<{ className?: string }>
-  color: string
-}> = ({ icon, color }) => (
-  <div
-    className='flex size-[14px] flex-shrink-0 items-center justify-center overflow-hidden rounded [&_img]:size-full'
-    style={{ background: color }}
-  >
-    {typeof icon === 'string' ? (
-      <span className={cn(getTileIconColorClass(color, true), 'font-bold text-micro')}>{icon}</span>
-    ) : (
-      (() => {
-        const IconComponent = icon
-        return <IconComponent className={cn(getTileIconColorClass(color, true), 'size-[9px]')} />
-      })()
-    )}
-  </div>
-)
-
 /**
  * Right-edge sidebar for workflow group configuration. Three flows:
  * - create a new group (workflow + outputs + deps),
@@ -468,20 +445,10 @@ export function WorkflowSidebarBody({
     for (const f of flat) {
       let group = groupsByBlockId.get(f.blockId)
       if (!group) {
-        const blockConfig = getBlock(f.blockType)
-        const blockColor = blockConfig?.bgColor || '#2F55FF'
-        let blockIcon: string | React.ComponentType<{ className?: string }> = f.blockName
-          .charAt(0)
-          .toUpperCase()
-        if (blockConfig?.icon) blockIcon = blockConfig.icon
-        else if (f.blockType === 'loop') blockIcon = Repeat
-        else if (f.blockType === 'parallel') blockIcon = Split
         group = {
           blockId: f.blockId,
           blockName: f.blockName,
           blockType: f.blockType,
-          blockIcon,
-          blockColor,
           paths: [],
         }
         groupsByBlockId.set(f.blockId, group)
@@ -504,7 +471,11 @@ export function WorkflowSidebarBody({
         section: group.blockName,
         sectionElement: (
           <div className='flex items-center gap-1.5 px-1.5 pt-1.5 pb-1'>
-            <TagIcon icon={group.blockIcon} color={group.blockColor} />
+            <BlockTile
+              blockType={group.blockType}
+              fallbackLabel={group.blockName.charAt(0).toUpperCase()}
+              size='sm'
+            />
             <span className='text-[var(--text-secondary)] text-caption'>{group.blockName}</span>
           </div>
         ),
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/page.tsx b/apps/sim/app/workspace/[workspaceId]/tables/page.tsx
index 0e9390a5d95..1e9cb1f0592 100644
--- a/apps/sim/app/workspace/[workspaceId]/tables/page.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/tables/page.tsx
@@ -1,6 +1,7 @@
 import { Suspense } from 'react'
 import { dehydrate, HydrationBoundary } from '@tanstack/react-query'
 import type { Metadata } from 'next'
+import { getSession } from '@/lib/auth'
 import { getQueryClient } from '@/app/_shell/providers/get-query-client'
 import TablesLoading from '@/app/workspace/[workspaceId]/tables/loading'
 import { prefetchTables } from '@/app/workspace/[workspaceId]/tables/prefetch'
@@ -17,10 +18,9 @@ export const metadata: Metadata = {
  * route-level `loading.tsx` covers the navigation/chunk-load transition.
  */
 export default async function TablesPage({ params }: { params: Promise<{ workspaceId: string }> }) {
-  const { workspaceId } = await params
-
+  const [{ workspaceId }, session] = await Promise.all([params, getSession()])
   const queryClient = getQueryClient()
-  await prefetchTables(queryClient, workspaceId)
+  await prefetchTables(queryClient, workspaceId, session?.user?.id)
 
   return (
     <HydrationBoundary state={dehydrate(queryClient)}>
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/prefetch.ts b/apps/sim/app/workspace/[workspaceId]/tables/prefetch.ts
index 5a548885511..a937a26e753 100644
--- a/apps/sim/app/workspace/[workspaceId]/tables/prefetch.ts
+++ b/apps/sim/app/workspace/[workspaceId]/tables/prefetch.ts
@@ -1,9 +1,9 @@
 import type { QueryClient } from '@tanstack/react-query'
-import type { FolderApi } from '@/lib/api/contracts/folders'
-import type { TableDefinition } from '@/lib/table'
-import { prefetchInternalJson } from '@/app/workspace/[workspaceId]/lib/prefetch-internal-fetch'
+import { listTables } from '@/lib/table/service'
+import { toTableListItem } from '@/lib/table/wire'
+import { getWorkspaceHostContextForViewer } from '@/lib/workspaces/host-context'
+import { prefetchResourceFolders } from '@/app/workspace/[workspaceId]/lib/prefetch-resource-folders'
 import { prefetchResourceListChrome } from '@/app/workspace/[workspaceId]/lib/prefetch-resource-list-chrome'
-import { FOLDER_LIST_STALE_TIME, folderKeys, mapFolder } from '@/hooks/queries/utils/folder-keys'
 import { TABLE_LIST_STALE_TIME, tableKeys } from '@/hooks/queries/utils/table-keys'
 
 /**
@@ -14,33 +14,36 @@ import { TABLE_LIST_STALE_TIME, tableKeys } from '@/hooks/queries/utils/table-ke
  * only placed correctly relative to the folder rows it sits beside, so
  * prefetching one without the other still flashes an ungrouped list.
  *
- * Table definitions carry `Date` fields, so the list goes through the
- * `/api/table` route and caches the serialized wire shape — see
- * {@link prefetchInternalJson}. Folders are mapped with the same `mapFolder` the
- * hook applies so the hydrated entry matches a client fetch exactly.
+ * The list goes through {@link toTableListItem}, the projection `GET /api/table` itself
+ * returns, because `listTablesContract`'s response schema is a passthrough that neither
+ * coerces nor strips — the client caches the route's JSON verbatim, so seeding raw rows
+ * would put `Date` objects and the server-only `metadata` field under that key.
+ *
+ * The read carries no authorization of its own, so the viewer is proved first.
+ * `getWorkspaceHostContextForViewer` resolves the same effective workspace permission the
+ * route's own check does (both bottom out in `checkWorkspaceAccess`), and it is `cache`d and
+ * already resolved by the layout for this request, so it costs no additional queries. A viewer
+ * without access caches nothing and the client fetch reaches the route for the real 403.
  */
-export async function prefetchTables(queryClient: QueryClient, workspaceId: string): Promise<void> {
+export async function prefetchTables(
+  queryClient: QueryClient,
+  workspaceId: string,
+  userId: string | undefined
+): Promise<void> {
+  if (!userId) return
+  const hostContext = await getWorkspaceHostContextForViewer(workspaceId, userId)
+  if (!hostContext) return
+
   await Promise.all([
     queryClient.prefetchQuery({
       queryKey: tableKeys.list(workspaceId, 'active'),
       queryFn: async () => {
-        const response = await prefetchInternalJson<{ data: { tables: TableDefinition[] } }>(
-          `/api/table?workspaceId=${workspaceId}&scope=active`
-        )
-        return response.data.tables
+        const tables = await listTables(workspaceId, { scope: 'active' })
+        return tables.map(toTableListItem)
       },
       staleTime: TABLE_LIST_STALE_TIME,
     }),
-    queryClient.prefetchQuery({
-      queryKey: folderKeys.list(workspaceId, 'active', 'table'),
-      queryFn: async () => {
-        const { folders } = await prefetchInternalJson<{ folders?: FolderApi[] }>(
-          `/api/folders?workspaceId=${workspaceId}&scope=active&resourceType=table`
-        )
-        return (folders ?? []).map(mapFolder)
-      },
-      staleTime: FOLDER_LIST_STALE_TIME,
-    }),
-    prefetchResourceListChrome(queryClient, workspaceId, 'table'),
+    prefetchResourceFolders(queryClient, workspaceId, 'table', userId),
+    prefetchResourceListChrome(queryClient, workspaceId, 'table', userId),
   ])
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/upgrade/hooks/use-upgrade-state.test.tsx b/apps/sim/app/workspace/[workspaceId]/upgrade/hooks/use-upgrade-state.test.tsx
index 188e3a6523f..f2079037598 100644
--- a/apps/sim/app/workspace/[workspaceId]/upgrade/hooks/use-upgrade-state.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/upgrade/hooks/use-upgrade-state.test.tsx
@@ -120,6 +120,22 @@ describe('useUpgradeState', () => {
     })
   })
 
+  it('shows checkout admission failures through the standard error toast', async () => {
+    mockHandleUpgrade.mockRejectedValueOnce(
+      new Error('Your subscription payment is still processing.')
+    )
+
+    await act(async () => {
+      root.render(<Harness />)
+    })
+
+    await act(async () => {
+      await currentState?.doUpgrade('team', 25000)
+    })
+
+    expect(mockToastError).toHaveBeenCalledWith('Your subscription payment is still processing.')
+  })
+
   it('includes the routed workspace when switching the host billing interval', async () => {
     await act(async () => {
       root.render(<Harness />)
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/action-bar/action-bar.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/action-bar/action-bar.tsx
index c2882134000..c053ec1b50e 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/action-bar/action-bar.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/action-bar/action-bar.tsx
@@ -66,10 +66,30 @@ const ACTION_BUTTON_STYLES = [
  * 25.11px of period. Writing 24/26 directly would render ~3.5% wide and drift
  * out of the squares' rhythm across the row.
  *
+ * Each edge ramps over 0.75px rather than switching colour at a single offset,
+ * which is why the stops come in pairs 0.375px either side of the mark's two
+ * edges. A gradient is sampled once per pixel with no coverage term, so a hard
+ * stop on a 15°-off-vertical edge can only ever land wholly on one side or the
+ * other — the marks came out visibly stepped, which is the one thing a shape
+ * this thin cannot hide. Ramping across roughly a device pixel gives the
+ * rasterizer the intermediate values antialiasing would have produced, and
+ * measured edge deviation drops from 0.28 device px (pure quantization) to 0.05.
+ *
+ * The period runs centre-of-mark to centre-of-mark (11.59 → 36.7) rather than
+ * starting at an edge, because a repeating gradient truncates at its own wrap:
+ * anchored at 0, the ramp leaving the mark would have run 24.735 → 25.485 and
+ * been cut at 25.11, so that edge got half the feather and the gap came out
+ * 1.93 → 1.75px. Both ramps have to sit strictly inside the period. The list
+ * still tiles backwards from its first stop, so the marks land exactly where
+ * anchoring at 0 put them — same 26px pitch, same phase against the squares.
+ *
+ * Widening the feather further would keep smoothing, but the gap is only 1.93px
+ * of stop, so it comes straight out of the mark's dark core.
+ *
  * `--surface-2` is the same fill the slots used; only where it is painted moved.
  */
 const RUNNING_FILL =
-  'bg-[repeating-linear-gradient(75deg,var(--surface-2)_0_23.18px,transparent_23.18px_25.11px)]'
+  'bg-[repeating-linear-gradient(75deg,var(--surface-2)_11.59px_22.805px,transparent_23.555px_24.735px,var(--surface-2)_25.485px_36.7px)]'
 
 /** Left edge of the fill: clears the run/stop button, which stays live mid-run. */
 const RUNNING_FILL_INSET_SWELL = 'left-[42px]'
@@ -84,12 +104,14 @@ const RUNNING_FILL_INSET_PLAIN = 'left-[26px]'
  * inside it at the bottom — the fill visibly ran off the block. The per-slot
  * version never did, because each button's own clip contained it.
  *
- * Same taper, read off that path: the edge sits 16.67px in from the row's right
- * at the overlay's top (y=4) and 3.33px at its bottom (y=20), a slope of 20/24.
- * Changing the end silhouette means changing these two numbers with it.
+ * Same taper, read off that path. Its straight run — (22.4, 2.88) to
+ * (36.59, 19.9) in the slot's own 40×24 box — has a slope of 20/24, so across
+ * the full row it moves from 20px in at the top to flush at the bottom. The
+ * overlay spans the row, so those are its two numbers; they are the slot's own
+ * edge continued, which is what puts the hatch's end exactly where a hovered
+ * slot's fill ends. Changing the end silhouette means changing them with it.
  */
-const RUNNING_FILL_END_TAPER =
-  '[clip-path:polygon(0_0,calc(100%_-_16.67px)_0,calc(100%_-_3.33px)_100%,0_100%)]'
+const RUNNING_FILL_END_TAPER = '[clip-path:polygon(0_0,calc(100%_-_20px)_0,100%_100%,0_100%)]'
 
 const ICON_SIZE = 'size-[14px]'
 
@@ -415,7 +437,11 @@ export const ActionBar = memo(
             <span
               aria-hidden='true'
               className={cn(
-                'pointer-events-none absolute inset-y-[4px] right-0 overflow-hidden',
+                /* Spans the row, so the hatch occupies exactly the box a slot's
+                   hover fill does — same height, and the same padding in from
+                   the swell on every side, since the row already sits inside
+                   the container's own inset. */
+                'pointer-events-none absolute inset-y-0 right-0 overflow-hidden',
                 isSwell ? RUNNING_FILL_INSET_SWELL : RUNNING_FILL_INSET_PLAIN,
                 isSwell && RUNNING_FILL_END_TAPER
               )}
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/chat/components/output-select/output-select.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/chat/components/output-select/output-select.tsx
index 4b254aafc04..f9fb46787dc 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/chat/components/output-select/output-select.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/chat/components/output-select/output-select.tsx
@@ -1,47 +1,18 @@
 'use client'
 
-import type React from 'react'
 import { useMemo } from 'react'
 import { ChipCombobox, Combobox, type ComboboxOptionGroup, cn } from '@sim/emcn'
-import { Repeat, Split } from '@sim/emcn/icons'
 import { useShallow } from 'zustand/react/shallow'
 import {
   type FlattenOutputsBlockInput,
   flattenWorkflowOutputs,
 } from '@/lib/workflows/blocks/flatten-outputs'
-import { getBlock } from '@/blocks'
-import { getTileIconColorClass } from '@/blocks/icon-color'
+import { BlockTile } from '@/blocks/block-tile'
 import { normalizeName } from '@/executor/constants'
 import { useWorkflowDiffStore } from '@/stores/workflow-diff/store'
 import { useSubBlockStore } from '@/stores/workflows/subblock/store'
 import { useWorkflowStore } from '@/stores/workflows/workflow/store'
 
-/**
- * Renders a tag icon with background color for block section headers.
- *
- * @param icon - Either a letter string or a Lucide icon component
- * @param color - Background color for the icon container
- * @returns A styled icon element
- */
-const TagIcon: React.FC<{
-  icon: string | React.ComponentType<{ className?: string }>
-  color: string
-}> = ({ icon, color }) => (
-  <div
-    className='flex size-[14px] flex-shrink-0 items-center justify-center overflow-hidden rounded [&_img]:size-full'
-    style={{ background: color }}
-  >
-    {typeof icon === 'string' ? (
-      <span className={cn(getTileIconColorClass(color, true), 'font-bold text-micro')}>{icon}</span>
-    ) : (
-      (() => {
-        const IconComponent = icon
-        return <IconComponent className={cn(getTileIconColorClass(color, true), 'size-[9px]')} />
-      })()
-    )}
-  </div>
-)
-
 const EMPTY_OUTPUTS: string[] = []
 
 /**
@@ -200,16 +171,6 @@ export function OutputSelect({
     return `${validOutputs.length} outputs`
   }, [selectedOutputs, workflowOutputs, placeholder])
 
-  /**
-   * Gets the background color for a block output based on its type
-   * @param blockType - The type of the block
-   * @returns The hex color code for the block
-   */
-  const getOutputColor = (blockType: string) => {
-    const blockConfig = getBlock(blockType)
-    return blockConfig?.bgColor || '#2F55FF'
-  }
-
   /**
    * Groups outputs by block and sorts by distance from starter block.
    * Returns ComboboxOptionGroup[] for use with Combobox.
@@ -261,25 +222,15 @@ export function OutputSelect({
 
     return sortedGroups.map(({ blockName, outputs }) => {
       const firstOutput = outputs[0]
-      const blockConfig = getBlock(firstOutput.blockType)
-      const blockColor = getOutputColor(firstOutput.blockType)
-
-      let blockIcon: string | React.ComponentType<{ className?: string }> = blockName
-        .charAt(0)
-        .toUpperCase()
-
-      if (blockConfig?.icon) {
-        blockIcon = blockConfig.icon
-      } else if (firstOutput.blockType === 'loop') {
-        blockIcon = Repeat
-      } else if (firstOutput.blockType === 'parallel') {
-        blockIcon = Split
-      }
 
       return {
         sectionElement: (
           <div className='flex items-center gap-1.5 px-1.5 py-1'>
-            <TagIcon icon={blockIcon} color={blockColor} />
+            <BlockTile
+              blockType={firstOutput.blockType}
+              fallbackLabel={blockName.charAt(0).toUpperCase()}
+              size='sm'
+            />
             <span className='text-small'>{blockName}</span>
           </div>
         ),
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/connection-block-selector/connection-block-selector.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/connection-block-selector/connection-block-selector.tsx
index 110ede75791..2295f32810c 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/connection-block-selector/connection-block-selector.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/connection-block-selector/connection-block-selector.tsx
@@ -433,8 +433,9 @@ export function ConnectionBlockSelector({ id, data }: NodeProps<ConnectionBlockS
                       }}
                       icon={result.item.icon}
                       bgColor={result.item.bgColor}
-                      showColoredIcon
-                      workflowType={result.kind === 'block' ? result.item.type : undefined}
+                      blockType={
+                        result.kind === 'tool_operation' ? result.item.blockType : result.item.type
+                      }
                       label={result.item.name}
                     />
                   ))}
@@ -453,7 +454,7 @@ export function ConnectionBlockSelector({ id, data }: NodeProps<ConnectionBlockS
                             onSelect={() => handleToolOperationSelect(result.item)}
                             icon={result.item.icon}
                             bgColor={result.item.bgColor}
-                            showColoredIcon
+                            blockType={result.item.blockType}
                             label={result.item.name}
                           />
                         )
@@ -470,8 +471,7 @@ export function ConnectionBlockSelector({ id, data }: NodeProps<ConnectionBlockS
                           }
                           icon={result.item.icon}
                           bgColor={result.item.bgColor}
-                          showColoredIcon
-                          workflowType={result.kind === 'block' ? result.item.type : undefined}
+                          blockType={result.item.type}
                           label={result.item.name}
                         />
                       )
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/connection-blocks/connection-blocks.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/connection-blocks/connection-blocks.tsx
index da9c088a6b2..5d39c1b100e 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/connection-blocks/connection-blocks.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/connection-blocks/connection-blocks.tsx
@@ -2,7 +2,6 @@
 
 import { useCallback, useRef, useState } from 'react'
 import { ChevronDown, handleKeyboardActivation } from '@sim/emcn'
-import { Repeat, Split } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
 import clsx from 'clsx'
 import { useShallow } from 'zustand/react/shallow'
@@ -12,8 +11,7 @@ import {
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/connection-blocks/components/field-item/field-item'
 import type { ConnectedBlock } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/hooks/use-block-connections'
 import { useBlockOutputFields } from '@/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-block-output-fields'
-import { getTileIconColorClass } from '@/blocks/icon-color'
-import { getBlock } from '@/blocks/registry'
+import { BlockTile } from '@/blocks/block-tile'
 import { normalizeName } from '@/executor/constants'
 import { useWorkflowRegistry } from '@/stores/workflows/registry/store'
 import { EMPTY_SUBBLOCK_VALUES, useSubBlockStore } from '@/stores/workflows/subblock/store'
@@ -103,8 +101,6 @@ function ConnectionItem({
   mergedSubBlocks,
   sourceBlock,
 }: ConnectionItemProps) {
-  const blockConfig = getBlock(connection.type)
-
   const fields = useBlockOutputFields({
     blockId: connection.id,
     blockType: connection.type,
@@ -113,19 +109,6 @@ function ConnectionItem({
   })
   const hasFields = fields.length > 0
 
-  let Icon = blockConfig?.icon
-  let bgColor = blockConfig?.bgColor || '#6B7280'
-
-  if (!blockConfig) {
-    if (connection.type === 'loop') {
-      Icon = Repeat
-      bgColor = '#2FB3FF'
-    } else if (connection.type === 'parallel') {
-      Icon = Split
-      bgColor = '#FEE12B'
-    }
-  }
-
   return (
     <div className='mb-0.5 last:mb-0' ref={connectionRef}>
       <div
@@ -144,21 +127,7 @@ function ConnectionItem({
           handleKeyboardActivation(event, () => onToggleExpand(connection.id))
         }}
       >
-        <div
-          className='[&_img]:!size-full relative flex size-[14px] flex-shrink-0 items-center justify-center overflow-hidden rounded-sm'
-          style={{ background: bgColor }}
-        >
-          {Icon && (
-            <Icon
-              className={clsx(
-                'transition-transform duration-200',
-                getTileIconColorClass(bgColor),
-                hasFields && 'group-hover:scale-110',
-                '!size-[9px]'
-              )}
-            />
-          )}
-        </div>
+        <BlockTile blockType={connection.type} size='sm' />
         <span
           className={clsx(
             'truncate',
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/tag-dropdown/tag-dropdown.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/tag-dropdown/tag-dropdown.tsx
index f575404cad4..bce4c0b2ede 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/tag-dropdown/tag-dropdown.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/tag-dropdown/tag-dropdown.tsx
@@ -11,7 +11,6 @@ import {
   PopoverSection,
   usePopoverContext,
 } from '@sim/emcn'
-import { Repeat, Split } from '@sim/emcn/icons'
 import { isEqual } from 'es-toolkit'
 import { useShallow } from 'zustand/react/shallow'
 import { useStoreWithEqualityFn } from 'zustand/traditional'
@@ -30,7 +29,7 @@ import type {
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/tag-dropdown/types'
 import { useAccessibleReferencePrefixes } from '@/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-accessible-reference-prefixes'
 import { getBlock } from '@/blocks'
-import { getTileIconColorClass } from '@/blocks/icon-color'
+import { BlockTile } from '@/blocks/block-tile'
 import type { BlockConfig } from '@/blocks/types'
 import { normalizeName } from '@/executor/constants'
 import { useVariablesStore } from '@/stores/variables/store'
@@ -382,25 +381,6 @@ const buildNestedTagTree = (tags: string[], blockName: string): NestedTag[] => {
   return convertToNestedTags(root, '', blockName)
 }
 
-const TagIcon: React.FC<{
-  icon: string | React.ComponentType<{ className?: string }>
-  color: string
-}> = ({ icon, color }) => (
-  <div
-    className='flex size-[14px] flex-shrink-0 items-center justify-center overflow-hidden rounded [&_img]:size-full'
-    style={{ background: color }}
-  >
-    {typeof icon === 'string' ? (
-      <span className={cn(getTileIconColorClass(color, true), 'font-bold text-micro')}>{icon}</span>
-    ) : (
-      (() => {
-        const IconComponent = icon
-        return <IconComponent className={cn(getTileIconColorClass(color, true), 'size-[9px]')} />
-      })()
-    )}
-  </div>
-)
-
 /**
  * Props for the recursive NestedTagRenderer component
  */
@@ -811,8 +791,7 @@ const BlockRootTagItem: React.FC<{
   handleTagSelect: (tag: string, group?: BlockTagGroup) => void
   itemRefs: React.RefObject<Map<string, HTMLElement>>
   group: BlockTagGroup
-  tagIcon: string | React.ComponentType<{ className?: string }>
-  blockColor: string
+  blockType: string
   blockName: string
 }> = ({
   rootTag,
@@ -822,8 +801,7 @@ const BlockRootTagItem: React.FC<{
   handleTagSelect,
   itemRefs,
   group,
-  tagIcon,
-  blockColor,
+  blockType,
   blockName,
 }) => {
   const handleMouseEnter = useKeyboardAwareMouseEnter(setSelectedIndex)
@@ -844,7 +822,11 @@ const BlockRootTagItem: React.FC<{
         }
       }}
     >
-      <TagIcon icon={tagIcon} color={blockColor} />
+      <BlockTile
+        blockType={blockType}
+        fallbackLabel={blockName.charAt(0).toUpperCase()}
+        size='sm'
+      />
       <span className='flex-1 truncate'>{blockName}</span>
     </PopoverItem>
   )
@@ -1727,7 +1709,7 @@ export const TagDropdown: React.FC<TagDropdownProps> = ({
                   <>
                     <PopoverSection rootOnly>
                       <div className='flex items-center gap-1.5'>
-                        <TagIcon icon='V' color={BLOCK_COLORS.VARIABLE} />
+                        <BlockTile bgColor={BLOCK_COLORS.VARIABLE} fallbackLabel='V' size='sm' />
                         Variables
                       </div>
                     </PopoverSection>
@@ -1753,25 +1735,6 @@ export const TagDropdown: React.FC<TagDropdownProps> = ({
                 )}
 
                 {nestedBlockTagGroups.map((group: NestedBlockTagGroup, groupIndex: number) => {
-                  const blockConfig = getBlock(group.blockType)
-                  let blockColor = blockConfig?.bgColor || BLOCK_COLORS.DEFAULT
-
-                  if (group.blockType === 'loop') {
-                    blockColor = BLOCK_COLORS.LOOP
-                  } else if (group.blockType === 'parallel') {
-                    blockColor = BLOCK_COLORS.PARALLEL
-                  }
-
-                  let tagIcon: string | React.ComponentType<{ className?: string }> =
-                    group.blockName.charAt(0).toUpperCase()
-                  if (blockConfig?.icon) {
-                    tagIcon = blockConfig.icon
-                  } else if (group.blockType === 'loop') {
-                    tagIcon = Repeat
-                  } else if (group.blockType === 'parallel') {
-                    tagIcon = Split
-                  }
-
                   const normalizedBlockName = normalizeName(group.blockName)
                   const rootTagFromTags = group.tags.find((tag) => tag === normalizedBlockName)
                   const rootTag = rootTagFromTags || normalizedBlockName
@@ -1788,8 +1751,7 @@ export const TagDropdown: React.FC<TagDropdownProps> = ({
                         handleTagSelect={handleTagSelect}
                         itemRefs={itemRefs}
                         group={group}
-                        tagIcon={tagIcon}
-                        blockColor={blockColor}
+                        blockType={group.blockType}
                         blockName={group.blockName}
                       />
                       {group.nestedTags.map((nestedTag) => {
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/editor.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/editor.tsx
index 1503710b6d8..d2a7c102be4 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/editor.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/editor.tsx
@@ -54,6 +54,7 @@ import {
   isBlockProtected,
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/utils/block-protection-utils'
 import { PreviewWorkflow } from '@/app/workspace/[workspaceId]/w/components/preview'
+import { hasBlockAccent } from '@/blocks/accent'
 import { isLightTileColor } from '@/blocks/icon-color'
 import { getBlock } from '@/blocks/registry'
 import { useFolderMap } from '@/hooks/queries/folders'
@@ -107,7 +108,7 @@ export function Editor() {
   const currentBlock = currentBlockId ? currentWorkflow.getBlockById(currentBlockId) : null
   const blockConfig = currentBlock ? getBlock(currentBlock.type) : null
   const typeAccent = getWorkflowTypeAccent(currentBlock?.type ?? '')
-  const isIntegration = blockConfig?.category === 'tools'
+  const isIntegration = blockConfig != null && !hasBlockAccent(blockConfig.type)
   const title = currentBlock?.name || 'Editor'
   const isBlockNameSearchHighlighted =
     activeSearchTarget?.targetKind === 'block-name' && activeSearchTarget.blockId === currentBlockId
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/toolbar/toolbar.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/toolbar/toolbar.tsx
index 5cdfdda7f5a..cffd670abbf 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/toolbar/toolbar.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/toolbar/toolbar.tsx
@@ -21,7 +21,6 @@ import {
   Info,
 } from '@sim/emcn'
 import { ChevronDown, Search } from '@sim/emcn/icons'
-import { hasWorkflowTypeRole, WorkflowTypeIcon } from '@sim/workflow-renderer'
 import clsx from 'clsx'
 import { useParams } from 'next/navigation'
 import { usePostHog } from 'posthog-js/react'
@@ -34,6 +33,7 @@ import {
 import { useToolbarItemInteractions } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/toolbar/hooks'
 import { LoopTool } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/subflows/loop/loop-config'
 import { ParallelTool } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/subflows/parallel/parallel-config'
+import { BlockTile } from '@/blocks/block-tile'
 import {
   buildCustomBlockConfig,
   CUSTOM_BLOCK_TILE_COLOR,
@@ -41,7 +41,6 @@ import {
 } from '@/blocks/custom/build-config'
 import { useCustomBlockOverlayVersion } from '@/blocks/custom/client-overlay'
 import { getCustomBlockIcon } from '@/blocks/custom/custom-block-icon'
-import { getTileIconColorClass } from '@/blocks/icon-color'
 import { getCanonicalBlocksByCategory } from '@/blocks/registry'
 import type { BlockConfig } from '@/blocks/types'
 import { useOrgBrandConfig } from '@/ee/whitelabeling/components/branding-provider'
@@ -57,7 +56,6 @@ interface BlockItem {
   config?: BlockConfig
   icon?: ComponentType<{ className?: string }>
   bgColor?: string
-  workflowType?: string
   docsLink?: string
 }
 
@@ -134,26 +132,12 @@ const ToolbarItem = memo(function ToolbarItem({
       )}
       onKeyDown={handleKeyDown}
     >
-      {item.workflowType && Icon ? (
-        <WorkflowTypeIcon type={item.workflowType} Icon={Icon} data-toolbar-item-icon='' />
-      ) : (
-        <div
-          data-toolbar-item-icon=''
-          className='relative flex size-[16px] flex-shrink-0 items-center justify-center overflow-hidden rounded-sm [&_img]:size-full'
-          style={{ background: item.bgColor }}
-        >
-          {Icon && (
-            <Icon
-              className={clsx(
-                'transition-transform duration-200',
-                getTileIconColorClass(item.bgColor),
-                'group-hover:scale-110',
-                'size-[10px]'
-              )}
-            />
-          )}
-        </div>
-      )}
+      <BlockTile
+        blockType={item.type}
+        icon={Icon}
+        bgColor={item.bgColor}
+        data-toolbar-item-icon=''
+      />
       <span className='min-w-0 flex-1 truncate text-[var(--text-body)]'>{item.name}</span>
     </div>
   )
@@ -210,7 +194,6 @@ function getTriggers(overlayVersion: number): BlockItem[] {
       config: trigger,
       icon: trigger.icon,
       bgColor: trigger.bgColor,
-      workflowType: hasWorkflowTypeRole(trigger.type) ? trigger.type : undefined,
       docsLink: trigger.docsLink,
     }))
   }
@@ -247,7 +230,6 @@ function ensureBlockCaches() {
     config: block,
     icon: block.icon,
     bgColor: block.bgColor,
-    workflowType: block.type,
   }))
 
   regularBlockItems.push({
@@ -255,7 +237,6 @@ function ensureBlockCaches() {
     type: LoopTool.type,
     icon: LoopTool.icon,
     bgColor: LoopTool.bgColor,
-    workflowType: LoopTool.type,
     docsLink: LoopTool.docsLink,
   })
 
@@ -264,7 +245,6 @@ function ensureBlockCaches() {
     type: ParallelTool.type,
     icon: ParallelTool.icon,
     bgColor: ParallelTool.bgColor,
-    workflowType: ParallelTool.type,
     docsLink: ParallelTool.docsLink,
   })
 
@@ -274,7 +254,6 @@ function ensureBlockCaches() {
     config: block,
     icon: block.icon,
     bgColor: block.bgColor,
-    workflowType: hasWorkflowTypeRole(block.type) ? block.type : undefined,
   }))
 
   regularBlockItems.sort((a, b) => a.name.localeCompare(b.name))
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/components/entry-block-tile/entry-block-tile.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/components/entry-block-tile/entry-block-tile.tsx
index b0ffdf95f69..88ada367e9a 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/components/entry-block-tile/entry-block-tile.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/components/entry-block-tile/entry-block-tile.tsx
@@ -1,35 +1,23 @@
 'use client'
 
 import { memo } from 'react'
-import { chipIconSlotClass, cn } from '@sim/emcn'
-import { WorkflowTypeIcon } from '@sim/workflow-renderer'
 import {
   getBlockColor,
   getBlockIcon,
-  getEntryAccentType,
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils'
-import { getTileIconColorClass } from '@/blocks/icon-color'
+import { BlockTile } from '@/blocks/block-tile'
 
 export interface EntryBlockTileProps {
   blockType: string
 }
 
-/** A log row's block tile. @see getEntryAccentType */
+/** A log row's block tile. @see BlockTile */
 export const EntryBlockTile = memo(function EntryBlockTile({ blockType }: EntryBlockTileProps) {
-  const BlockIcon = getBlockIcon(blockType)
-  const bgColor = getBlockColor(blockType)
-  const accentType = getEntryAccentType(blockType)
-
-  if (BlockIcon && accentType) {
-    return <WorkflowTypeIcon type={accentType} Icon={BlockIcon} />
-  }
-
   return (
-    <div
-      className={cn(chipIconSlotClass, 'overflow-hidden rounded-md [&_img]:size-full')}
-      style={{ background: bgColor }}
-    >
-      {BlockIcon && <BlockIcon className={cn('size-[10px]', getTileIconColorClass(bgColor))} />}
-    </div>
+    <BlockTile
+      blockType={blockType}
+      icon={getBlockIcon(blockType) ?? undefined}
+      bgColor={getBlockColor(blockType)}
+    />
   )
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.test.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.test.ts
index e1b8c5f0f72..ee07dba42dd 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.test.ts
@@ -1,7 +1,7 @@
 /**
  * @vitest-environment node
  */
-import { afterEach, describe, expect, it, vi } from 'vitest'
+import { describe, expect, it, vi } from 'vitest'
 
 vi.mock('@/blocks', () => ({
   getBlock: vi.fn().mockReturnValue(null),
@@ -17,13 +17,11 @@ vi.mock('@/stores/constants', () => ({
   TERMINAL_BLOCK_COLUMN_WIDTH: { MIN: 120, DEFAULT: 200, MAX: 400 },
 }))
 
-import { getBlock } from '@/blocks'
 import type { ConsoleEntry } from '@/stores/terminal'
 import {
   buildEntryTree,
   type EntryNode,
   flattenVisibleExecutionRows,
-  getEntryAccentType,
   groupEntriesByExecution,
 } from './utils'
 
@@ -858,49 +856,3 @@ describe('flattenVisibleExecutionRows', () => {
     expect(rowsExpanded[1].depth).toBe(1)
   })
 })
-
-describe('getEntryAccentType', () => {
-  const mockedGetBlock = vi.mocked(getBlock)
-
-  afterEach(() => {
-    mockedGetBlock.mockReturnValue(null as never)
-  })
-
-  function withCategory(category: string) {
-    mockedGetBlock.mockReturnValue({ category } as never)
-  }
-
-  it('accents a core block by its type, mapped or not', () => {
-    withCategory('blocks')
-    expect(getEntryAccentType('agent')).toBe('agent')
-    /*
-     * An unmapped core block still takes the accent path and lands on `neutral`,
-     * which is exactly what the block toolbar does for a newly added one — the
-     * two surfaces must not disagree while the role map catches up.
-     */
-    expect(getEntryAccentType('brand_new_core_block')).toBe('brand_new_core_block')
-  })
-
-  it('accents a non-core block only when it carries a canvas role', () => {
-    withCategory('tools')
-    expect(getEntryAccentType('table')).toBe('table')
-    // A role-less integration keeps its own provider colour instead.
-    expect(getEntryAccentType('gmail')).toBeUndefined()
-
-    withCategory('triggers')
-    expect(getEntryAccentType('schedule')).toBe('schedule')
-    expect(getEntryAccentType('some_vendor_trigger')).toBeUndefined()
-  })
-
-  it('accents subflows, which carry a role but no registry config', () => {
-    expect(getEntryAccentType('loop')).toBe('loop')
-    expect(getEntryAccentType('parallel')).toBe('parallel')
-    expect(getEntryAccentType('workflow')).toBe('workflow')
-  })
-
-  it('leaves the terminal-synthesized run rows on their own status fill', () => {
-    expect(getEntryAccentType('error')).toBeUndefined()
-    expect(getEntryAccentType('validation')).toBeUndefined()
-    expect(getEntryAccentType('cancelled')).toBeUndefined()
-  })
-})
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.ts
index d1b5aa1f07d..c8c04655e6d 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/terminal/utils.ts
@@ -1,6 +1,5 @@
 import type React from 'react'
 import { Ban, CircleX, Repeat, Split, TriangleAlert, Workflow } from '@sim/emcn/icons'
-import { hasWorkflowTypeRole } from '@sim/workflow-renderer'
 import { getBlock } from '@/blocks'
 import { isWorkflowBlockType } from '@/executor/constants'
 import { TERMINAL_BLOCK_COLUMN_WIDTH } from '@/stores/constants'
@@ -94,23 +93,6 @@ export function getBlockColor(blockType: string): string {
   return '#6b7280'
 }
 
-/**
- * The type a log row's tile takes its accent from, or `undefined` when the row
- * must fall back to the block's own provider colour.
- *
- * Same rule the block toolbar applies, so a block is accented identically
- * wherever it is listed: a core block always takes the canvas role accent (an
- * unmapped one lands on `neutral`, exactly as it does in the toolbar), and
- * anything else — integrations, triggers, subflows — takes one only if it has a
- * role. That second clause is what leaves the terminal's synthesized
- * `error`/`validation`/`cancelled` rows on their own status fill: they carry no
- * config and no role, so they fall through to the provider-colour branch.
- */
-export function getEntryAccentType(blockType: string): string | undefined {
-  const isCoreBlock = getBlock(blockType)?.category === 'blocks'
-  return isCoreBlock || hasWorkflowTypeRole(blockType) ? blockType : undefined
-}
-
 /**
  * Determines if a keyboard event originated from a text-editable element
  */
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-block/workflow-block.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-block/workflow-block.tsx
index 889eb2aff47..406dd5f06a0 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-block/workflow-block.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-block/workflow-block.tsx
@@ -84,6 +84,11 @@ import {
   useIsBlockInActiveExecutionHandoff,
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/hooks'
 import { useBlockDimensions } from '@/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-block-dimensions'
+import {
+  isEdgeConnectedToEditor,
+  isEdgeHighlighted,
+} from '@/app/workspace/[workspaceId]/w/[workflowId]/utils/edge-highlight'
+import { hasBlockAccent } from '@/blocks/accent'
 import { useCustomBlockOverlayVersion } from '@/blocks/custom/client-overlay'
 import { getBlock } from '@/blocks/registry'
 import {
@@ -715,19 +720,21 @@ export const WorkflowBlock = memo(function WorkflowBlock({
         const keys: string[] = []
         for (const edge of state.edges) {
           if (edge.source !== id && edge.target !== id) continue
-          /*
-           * Must mirror workflow-edge's shouldHighlightEdge exactly: the edge
-           * darkens when an endpoint is canvas-selected OR open in the editor
-           * panel. If the knob checks fewer conditions than the line, a dark
-           * line runs into a light knob.
-           */
-          const isHighlighted =
-            state.nodeInternals.get(edge.source)?.selected ||
-            state.nodeInternals.get(edge.target)?.selected ||
-            (edge.data as { isConnectedToSelection?: boolean } | undefined)
-              ?.isConnectedToSelection ||
-            (editorOpenBlockId !== null &&
-              (edge.source === editorOpenBlockId || edge.target === editorOpenBlockId))
+          /* Same predicate the line itself uses — a knob checking fewer
+             conditions than the edge leaves a dark line running into a light
+             knob. */
+          const isHighlighted = isEdgeHighlighted({
+            isEndpointSelected:
+              state.nodeInternals.get(edge.source)?.selected ||
+              state.nodeInternals.get(edge.target)?.selected ||
+              (edge.data as { isConnectedToSelection?: boolean } | undefined)
+                ?.isConnectedToSelection,
+            isConnectedToEditor: isEdgeConnectedToEditor(
+              editorOpenBlockId,
+              edge.source,
+              edge.target
+            ),
+          })
           if (!isHighlighted) continue
           if (edge.source === id) keys.push(edge.sourceHandle || 'source')
           if (edge.target === id) keys.push(edge.targetHandle || 'target')
@@ -1219,7 +1226,7 @@ export const WorkflowBlock = memo(function WorkflowBlock({
       isExecutionHighlighted={isExecutionHighlighted}
       Icon={config.icon}
       iconBgColor={config.bgColor}
-      isIntegration={config.category === 'tools'}
+      isIntegration={!hasBlockAccent(config.type)}
       horizontalHandles={horizontalHandles}
       shouldShowDefaultHandles={shouldShowDefaultHandles}
       blockHeight={blockHeight}
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-edge/workflow-edge.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-edge/workflow-edge.tsx
index 173e63e7d74..bc2194ae700 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-edge/workflow-edge.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/workflow-edge/workflow-edge.tsx
@@ -2,6 +2,10 @@ import { memo, useCallback, useMemo } from 'react'
 import { type EdgeDiffStatus, WorkflowEdgeView } from '@sim/workflow-renderer'
 import { type EdgeProps, useStore } from 'reactflow'
 import { useShallow } from 'zustand/react/shallow'
+import {
+  isEdgeConnectedToEditor,
+  isEdgeHighlighted,
+} from '@/app/workspace/[workspaceId]/w/[workflowId]/utils/edge-highlight'
 import {
   useIsBlockActive,
   useIsCurrentWorkflowExecuting,
@@ -55,11 +59,15 @@ const WorkflowEdgeComponent = (props: WorkflowEdgeProps) => {
     isEndpointSelected ||
       (data as { isConnectedToSelection?: boolean } | undefined)?.isConnectedToSelection
   )
-  const isConnectedToEditor =
-    activeTab === 'editor' &&
-    currentBlockId !== null &&
-    (currentBlockId === source || currentBlockId === target)
-  const shouldHighlightEdge = isConnectedToSelection || isConnectedToEditor
+  const isConnectedToEditor = isEdgeConnectedToEditor(
+    activeTab === 'editor' ? currentBlockId : null,
+    source,
+    target
+  )
+  const shouldHighlightEdge = isEdgeHighlighted({
+    isEndpointSelected: isConnectedToSelection,
+    isConnectedToEditor,
+  })
 
   const previewExecutionStatus = (
     data as { executionStatus?: 'success' | 'error' | 'not-executed' } | undefined
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities.test.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities.test.tsx
new file mode 100644
index 00000000000..0de4fa927ef
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities.test.tsx
@@ -0,0 +1,95 @@
+/**
+ * @vitest-environment jsdom
+ */
+
+import { act } from 'react'
+import { CONTAINER_DIMENSIONS } from '@sim/workflow-renderer'
+import { createRoot } from 'react-dom/client'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockGetNodes } = vi.hoisted(() => ({ mockGetNodes: vi.fn() }))
+
+vi.mock('reactflow', () => ({
+  useReactFlow: () => ({ getNodes: mockGetNodes }),
+  Position: { Left: 'left', Right: 'right', Top: 'top', Bottom: 'bottom' },
+  Handle: () => null,
+}))
+
+import { useNodeUtilities } from '@/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities'
+
+/** Renders the hook and hands back what it returned, without a test library. */
+function renderNodeUtilities(blockMap: Parameters<typeof useNodeUtilities>[0]) {
+  let api: ReturnType<typeof useNodeUtilities> | null = null
+  function Probe() {
+    api = useNodeUtilities(blockMap)
+    return null
+  }
+  const host = document.createElement('div')
+  document.body.appendChild(host)
+  act(() => {
+    createRoot(host).render(<Probe />)
+  })
+  if (!api) throw new Error('hook did not render')
+  return api
+}
+
+/**
+ * A container at (1000, 500) holding one child placed at the top-left of its
+ * body — exactly where `clampPositionToContainer` floors a child.
+ */
+const CONTAINER_POSITION = { x: 1000, y: 500 }
+const CHILD_POSITION = {
+  x: CONTAINER_DIMENSIONS.LEFT_PADDING,
+  y: CONTAINER_DIMENSIONS.HEADER_HEIGHT + CONTAINER_DIMENSIONS.TOP_PADDING,
+}
+
+const blocks: Parameters<typeof useNodeUtilities>[0] = {
+  loop: { id: 'loop', type: 'loop', position: CONTAINER_POSITION, data: {} },
+  child: { id: 'child', type: 'gmail_v2', position: CHILD_POSITION, data: { parentId: 'loop' } },
+  root: { id: 'root', type: 'gmail_v2', position: { x: 10, y: 20 }, data: {} },
+}
+
+const nodes = [
+  { id: 'loop', position: CONTAINER_POSITION },
+  { id: 'child', position: CHILD_POSITION, parentId: 'loop' },
+  { id: 'root', position: { x: 10, y: 20 } },
+]
+
+describe('getNodeAbsolutePosition', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockGetNodes.mockReturnValue(nodes)
+  })
+
+  it('places a child at its parent plus its own position, as React Flow does', () => {
+    /* A child's position is already relative to the container's origin — the
+       header and padding live in the position itself, put there by
+       `clampPositionToContainer`. Adding them again reported a nested node 16px
+       right and 66px below where it actually renders, which is why callers had
+       to subtract the same constants back off. */
+    const api = renderNodeUtilities(blocks)
+
+    expect(api.getNodeAbsolutePosition('child')).toEqual({
+      x: CONTAINER_POSITION.x + CHILD_POSITION.x,
+      y: CONTAINER_POSITION.y + CHILD_POSITION.y,
+    })
+  })
+
+  it('leaves a root-level node exactly where it is', () => {
+    const api = renderNodeUtilities(blocks)
+
+    expect(api.getNodeAbsolutePosition('root')).toEqual({ x: 10, y: 20 })
+    expect(api.getNodeAbsolutePosition('loop')).toEqual(CONTAINER_POSITION)
+  })
+
+  it('round-trips: a child popped out of its container does not move', () => {
+    /* Removing a parent stores the node's absolute position verbatim, so any
+       drift here is a visible jump — the block used to drop 66px down and 16px
+       right the moment it left the container. */
+    const api = renderNodeUtilities(blocks)
+    const absolute = api.getNodeAbsolutePosition('child')
+    const container = api.getNodeAbsolutePosition('loop')
+
+    expect({ x: absolute.x - container.x, y: absolute.y - container.y }).toEqual(CHILD_POSITION)
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities.ts
index 85a4a7ab128..4b9959ebc16 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-node-utilities.ts
@@ -1,11 +1,12 @@
 import { useCallback } from 'react'
 import { createLogger } from '@sim/logger'
-import { BLOCK_DIMENSIONS, CONTAINER_DIMENSIONS } from '@sim/workflow-renderer'
+import { BLOCK_DIMENSIONS, CONTAINER_DIMENSIONS, getNoteBlockHeight } from '@sim/workflow-renderer'
+import type { BlockState } from '@sim/workflow-types/workflow'
 import { useReactFlow } from 'reactflow'
+import { getBlockMetrics } from '@/lib/workflows/autolayout/utils'
 import {
   calculateContainerDimensions,
   clampPositionToContainer,
-  estimateBlockDimensions,
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils'
 import { useWorkflowStore } from '@/stores/workflows/workflow/store'
 
@@ -14,7 +15,7 @@ const logger = createLogger('NodeUtilities')
 /**
  * Hook providing utilities for node position, hierarchy, and dimension calculations
  */
-export function useNodeUtilities(blocks: Record<string, any>) {
+export function useNodeUtilities(blocks: Record<string, BlockState>) {
   const { getNodes } = useReactFlow()
 
   /**
@@ -26,39 +27,57 @@ export function useNodeUtilities(blocks: Record<string, any>) {
 
   /**
    * Get the dimensions of a block.
-   * For regular blocks, uses stored height or estimates based on block config.
+   *
+   * Before a card mounts there is no measurement, so the height comes from
+   * {@link getBlockMetrics}, which estimates it from the block's own state —
+   * the sub-blocks its values leave visible, the summary sentence it will draw,
+   * the error row — through the same `calculateWorkflowBlockDimensions` the
+   * card itself calls. It lands on the height the card goes on to render.
+   *
+   * The old estimate read the block's *type* alone and assumed
+   * `ceil(subBlockCount / 2)` rows, which put a 39-field Gmail card at 276px
+   * against the 112px it draws. A container sized from that, painted it, then
+   * got the real height a frame later and visibly resized — on every load,
+   * because measurements are not persisted. Estimating from state removes the
+   * gap rather than waiting it out: both passes now produce the same number.
    */
-  const getBlockDimensions = useCallback(
-    (blockId: string): { width: number; height: number } => {
-      const block = blocks[blockId]
+  const dimensionsOfBlock = useCallback(
+    (block: any): { width: number; height: number } => {
       if (!block) {
         return { width: BLOCK_DIMENSIONS.FIXED_WIDTH, height: BLOCK_DIMENSIONS.MIN_HEIGHT }
       }
 
       if (isContainerType(block.type)) {
         return {
-          width: block.data?.width
-            ? Math.max(block.data.width, CONTAINER_DIMENSIONS.MIN_WIDTH)
-            : CONTAINER_DIMENSIONS.DEFAULT_WIDTH,
-          height: block.data?.height
-            ? Math.max(block.data.height, CONTAINER_DIMENSIONS.MIN_HEIGHT)
-            : CONTAINER_DIMENSIONS.DEFAULT_HEIGHT,
+          width: Math.max(
+            block.data?.width || CONTAINER_DIMENSIONS.DEFAULT_WIDTH,
+            CONTAINER_DIMENSIONS.MIN_WIDTH
+          ),
+          height: Math.max(
+            block.data?.height || CONTAINER_DIMENSIONS.DEFAULT_HEIGHT,
+            CONTAINER_DIMENSIONS.MIN_HEIGHT
+          ),
         }
       }
 
-      if (block.height) {
+      /* A note is not a card: it has no sub-block rows and no error row, so the
+         card estimate does not describe it. Its own height is what it was
+         measured at, or the height an empty one paints. */
+      if (block.type === 'note') {
         return {
-          width: block.type === 'note' ? BLOCK_DIMENSIONS.NOTE_WIDTH : BLOCK_DIMENSIONS.FIXED_WIDTH,
-          height:
-            block.type === 'note'
-              ? block.height
-              : Math.max(block.height, BLOCK_DIMENSIONS.MIN_HEIGHT),
+          width: BLOCK_DIMENSIONS.NOTE_WIDTH,
+          height: block.height || getNoteBlockHeight(true),
         }
       }
 
-      return estimateBlockDimensions(block.type)
+      return getBlockMetrics(block)
     },
-    [blocks, isContainerType]
+    [isContainerType]
+  )
+
+  const getBlockDimensions = useCallback(
+    (blockId: string): { width: number; height: number } => dimensionsOfBlock(blocks[blockId]),
+    [blocks, dimensionsOfBlock]
   )
 
   /**
@@ -122,8 +141,20 @@ export function useNodeUtilities(blocks: Record<string, any>) {
   )
 
   /**
-   * Gets the absolute position of a node (accounting for nested parents).
-   * For nodes inside containers, accounts for header and padding offsets.
+   * Gets the absolute position of a node, walking up its parent chain.
+   *
+   * A child's position is relative to its container's own origin — React Flow
+   * places it at the parent's origin plus its position, and
+   * `clampPositionToContainer` is what holds it clear of the chrome, flooring it
+   * at `LEFT_PADDING` and `HEADER_HEIGHT + TOP_PADDING`. The container's header
+   * and padding are therefore already inside the child's coordinates, and
+   * adding them again here counted them twice: a nested node reported 16px
+   * right and 66px below where it actually is.
+   *
+   * That is why callers wanting a relative position had to subtract the same
+   * three constants straight back off, and why `positionAbsolute` — React
+   * Flow's own answer, which carries no offset — disagreed with this one.
+   *
    * @param nodeId ID of the node to check
    * @returns Absolute position coordinates {x, y}
    */
@@ -150,9 +181,10 @@ export function useNodeUtilities(blocks: Record<string, any>) {
       }
 
       const visited = new Set<string>()
-      let currentId = nodeId
-      while (currentId && blocks?.[currentId]?.data?.parentId) {
-        const currentParentId = blocks[currentId].data.parentId
+      let currentId: string | undefined = nodeId
+      while (currentId) {
+        const currentParentId: string | undefined = blocks[currentId]?.data?.parentId
+        if (!currentParentId) break
         if (visited.has(currentParentId)) {
           logger.error('Circular parent reference detected', {
             nodeId,
@@ -166,13 +198,9 @@ export function useNodeUtilities(blocks: Record<string, any>) {
 
       const parentPos = getNodeAbsolutePosition(parentId)
 
-      const headerHeight = 50
-      const leftPadding = 16
-      const topPadding = 16
-
       return {
-        x: parentPos.x + leftPadding + node.position.x,
-        y: parentPos.y + headerHeight + topPadding + node.position.y,
+        x: parentPos.x + node.position.x,
+        y: parentPos.y + node.position.y,
       }
     },
     [getNodes, blocks]
@@ -270,6 +298,12 @@ export function useNodeUtilities(blocks: Record<string, any>) {
 
   /**
    * Calculates appropriate dimensions for a loop or parallel node based on its children
+   *
+   * Child heights come from {@link getBlockDimensions}, which estimates from
+   * block state when a card has not mounted yet and lands on the height it will
+   * render — so the size computed before the cards report matches the one after,
+   * and the container does not resize behind the user.
+   *
    * @param nodeId ID of the container node
    * @returns Calculated width and height for the container
    */
@@ -284,14 +318,21 @@ export function useNodeUtilities(blocks: Record<string, any>) {
         .map((childId) => {
           const child = currentBlocks[childId]
           if (!child?.position) return null
-          const { width, height } = getBlockDimensions(childId)
+          /* Sized from `currentBlocks`, the same snapshot the position came
+             from. Reading dimensions off the hook's render snapshot instead
+             mixed two ages of the same store: `resizeLoopNodes` walks
+             deepest-first, so an inner container resized earlier in the pass
+             was already updated here but still old there, and the parent sized
+             against a stale inner box — leaving nested containers to converge
+             over a second pass. */
+          const { width, height } = dimensionsOfBlock(child)
           return { x: child.position.x, y: child.position.y, width, height }
         })
-        .filter((p): p is NonNullable<typeof p> => p !== null)
+        .filter((position): position is NonNullable<typeof position> => position !== null)
 
       return calculateContainerDimensions(childPositions)
     },
-    [getBlockDimensions]
+    [dimensionsOfBlock]
   )
 
   /**
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/edge-highlight.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/edge-highlight.ts
new file mode 100644
index 00000000000..4ca7639a05c
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/edge-highlight.ts
@@ -0,0 +1,40 @@
+/**
+ * Whether an edge is drawn highlighted.
+ *
+ * Three places need this answer and each reaches it from a different source —
+ * the edge itself from the React Flow store, a card from the same store while
+ * deciding which of its knobs to darken, and the canvas while assigning the
+ * edge's z so a highlighted line is not crossed by an ordinary one. They have
+ * to agree: a knob checking fewer conditions than the line leaves a dark line
+ * running into a light knob, and a z checking fewer leaves the highlight cut in
+ * half by whatever crosses it.
+ *
+ * They agreed by being copied, which is the arrangement that produced both of
+ * those bugs. This is the one definition.
+ */
+export function isEdgeHighlighted(state: {
+  /** Either endpoint is selected on the canvas. */
+  isEndpointSelected?: boolean
+  /** Either endpoint is the block open in the editor panel. */
+  isConnectedToEditor?: boolean
+  /** The edge itself is selected. */
+  isEdgeSelected?: boolean
+}): boolean {
+  return Boolean(state.isEndpointSelected || state.isConnectedToEditor || state.isEdgeSelected)
+}
+
+/**
+ * Whether an edge touches the block currently open in the editor panel.
+ *
+ * `null` while the panel is on another tab, so a block left open behind the
+ * console does not keep its edges lit.
+ */
+export function isEdgeConnectedToEditor(
+  editorOpenBlockId: string | null,
+  source: string,
+  target: string
+): boolean {
+  return (
+    editorOpenBlockId !== null && (source === editorOpenBlockId || target === editorOpenBlockId)
+  )
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils.test.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils.test.ts
new file mode 100644
index 00000000000..5cf044a9299
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils.test.ts
@@ -0,0 +1,60 @@
+/**
+ * @vitest-environment node
+ */
+import { CONTAINER_DIMENSIONS } from '@sim/workflow-renderer'
+import { describe, expect, it } from 'vitest'
+import {
+  calculateContainerDimensions,
+  clampPositionToContainer,
+} from '@/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils'
+
+describe('calculateContainerDimensions', () => {
+  it('covers the child it holds plus one trailing padding', () => {
+    /* Child coordinates are relative to the container's own origin, so their
+       far edge is already the distance to cover. */
+    const child = { x: 273, y: 207.5, width: 250, height: 112 }
+
+    expect(calculateContainerDimensions([child])).toEqual({
+      width: child.x + child.width + CONTAINER_DIMENSIONS.RIGHT_PADDING,
+      height: child.y + child.height + CONTAINER_DIMENSIONS.BOTTOM_PADDING,
+    })
+  })
+
+  it('leaves the same gap under a child wherever the child sits', () => {
+    const gapUnder = (y: number) =>
+      calculateContainerDimensions([{ x: 600, y, width: 250, height: 112 }]).height - (y + 112)
+
+    expect(gapUnder(400)).toBe(CONTAINER_DIMENSIONS.BOTTOM_PADDING)
+    expect(gapUnder(700)).toBe(CONTAINER_DIMENSIONS.BOTTOM_PADDING)
+  })
+
+  it('holds a child pinned to the top-left clear of the chrome', () => {
+    /* The floor `clampPositionToContainer` applies is what encodes the header
+       and leading padding into the child's own coordinates — the sizing math
+       reads them from there rather than adding them again. */
+    const pinned = clampPositionToContainer(
+      { x: -999, y: -999 },
+      { width: 900, height: 900 },
+      { width: 250, height: 112 }
+    )
+
+    expect(pinned).toEqual({
+      x: CONTAINER_DIMENSIONS.LEFT_PADDING,
+      y: CONTAINER_DIMENSIONS.HEADER_HEIGHT + CONTAINER_DIMENSIONS.TOP_PADDING,
+    })
+  })
+
+  it('falls back to the default box when it holds nothing', () => {
+    expect(calculateContainerDimensions([])).toEqual({
+      width: CONTAINER_DIMENSIONS.DEFAULT_WIDTH,
+      height: CONTAINER_DIMENSIONS.DEFAULT_HEIGHT,
+    })
+  })
+
+  it('never sizes below the default box', () => {
+    expect(calculateContainerDimensions([{ x: 16, y: 66, width: 40, height: 20 }])).toEqual({
+      width: CONTAINER_DIMENSIONS.DEFAULT_WIDTH,
+      height: CONTAINER_DIMENSIONS.DEFAULT_HEIGHT,
+    })
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils.ts
index 8b93e302e06..7430229df48 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/node-position-utils.ts
@@ -70,6 +70,15 @@ export function clampPositionToContainer(
  * Single source of truth for container sizing - ensures consistency between
  * live drag updates and final dimension calculations.
  *
+ * Child coordinates are relative to the container's own origin — React Flow
+ * places a child at the parent's origin plus its position, and
+ * {@link clampPositionToContainer} keeps them clear of the chrome by flooring
+ * them at `LEFT_PADDING` and `HEADER_HEIGHT + TOP_PADDING`. A child's far edge
+ * is therefore already the distance the container has to cover, and only the
+ * trailing padding is owed on top. Adding the header and leading padding here
+ * as well counted them twice, leaving every container 66px taller and 16px
+ * wider than its contents.
+ *
  * @param childPositions - Array of child positions with their dimensions
  * @returns Calculated width and height for the container
  */
@@ -93,14 +102,11 @@ export function calculateContainerDimensions(
 
   const width = Math.max(
     CONTAINER_DIMENSIONS.DEFAULT_WIDTH,
-    CONTAINER_DIMENSIONS.LEFT_PADDING + maxRight + CONTAINER_DIMENSIONS.RIGHT_PADDING
+    maxRight + CONTAINER_DIMENSIONS.RIGHT_PADDING
   )
   const height = Math.max(
     CONTAINER_DIMENSIONS.DEFAULT_HEIGHT,
-    CONTAINER_DIMENSIONS.HEADER_HEIGHT +
-      CONTAINER_DIMENSIONS.TOP_PADDING +
-      maxBottom +
-      CONTAINER_DIMENSIONS.BOTTOM_PADDING
+    maxBottom + CONTAINER_DIMENSIONS.BOTTOM_PADDING
   )
 
   return { width, height }
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx
index fc3b5970495..b999b9f15cd 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx
@@ -93,6 +93,10 @@ import {
   shouldHighlightContainerDropTarget,
   validateTriggerPaste,
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/utils'
+import {
+  isEdgeConnectedToEditor,
+  isEdgeHighlighted,
+} from '@/app/workspace/[workspaceId]/w/[workflowId]/utils/edge-highlight'
 import {
   defaultEdgeOptions,
   edgeTypes,
@@ -127,7 +131,7 @@ import {
 } from '@/stores/execution'
 import { useSearchModalStore } from '@/stores/modals/search/store'
 import type { PendingConnect } from '@/stores/modals/search/types'
-import { usePanelEditorStore } from '@/stores/panel'
+import { usePanelEditorStore, usePanelStore } from '@/stores/panel'
 import { useUndoRedoStore } from '@/stores/undo-redo'
 import { useVariablesModalStore } from '@/stores/variables/modal'
 import { useWorkflowDiffStore } from '@/stores/workflow-diff/store'
@@ -969,14 +973,14 @@ const WorkflowContent = React.memo(
 
         let newPosition = oldPosition
         if (newParentId) {
+          /* Both absolutes are in the container's own coordinate space, so the
+             difference is already the child's position within it — the header
+             and padding are accounted for by the clamp, not subtracted here. */
           const nodeAbsPos = getNodeAbsolutePosition(nodeId)
           const parentAbsPos = getNodeAbsolutePosition(newParentId)
-          const headerHeight = 50
-          const leftPadding = 16
-          const topPadding = 16
           newPosition = {
-            x: nodeAbsPos.x - parentAbsPos.x - leftPadding,
-            y: nodeAbsPos.y - parentAbsPos.y - headerHeight - topPadding,
+            x: nodeAbsPos.x - parentAbsPos.x,
+            y: nodeAbsPos.y - parentAbsPos.y,
           }
         } else if (oldParentId) {
           newPosition = getNodeAbsolutePosition(nodeId)
@@ -2020,11 +2024,11 @@ const WorkflowContent = React.memo(
           const name = getUniqueBlockName(baseName, blocks)
 
           if (containerInfo) {
-            // Check if this is a trigger block or has trigger mode enabled
+            // Only reject blocks that will actually be triggers: pure trigger blocks
+            // and explicit trigger-mode drops. A dual-mode block (e.g. Gmail) added
+            // without trigger mode is an ordinary block and is valid in a subflow.
             const isTriggerBlock =
-              blockConfig.category === 'triggers' ||
-              blockConfig.triggers?.enabled ||
-              data.enableTriggerMode === true
+              blockConfig.category === 'triggers' || data.enableTriggerMode === true
 
             if (isTriggerBlock) {
               toast.error('Triggers cannot be placed inside loop or parallel subflows.')
@@ -2711,12 +2715,13 @@ const WorkflowContent = React.memo(
             const parentId = block.data?.parentId as string | undefined
             if (!parentId) return block.data?.extent || undefined
 
-            // Constrain ONLY the top by header height (42px) and keep a small left padding.
-            // Do not clamp right/bottom so blocks can move freely within the body.
-            const headerHeight = 42
-            const leftPadding = 16
-            const minX = leftPadding
-            const minY = headerHeight
+            // Constrain the top and left to the container's own gutter, the same
+            // floor `clampPositionToContainer` applies everywhere else — a drag
+            // that stopped somewhere different from a drop was the whole reason
+            // these numbers were written out by hand and drifted. Right and
+            // bottom stay free so a block can move anywhere in the body.
+            const minX = CONTAINER_DIMENSIONS.LEFT_PADDING
+            const minY = CONTAINER_DIMENSIONS.HEADER_HEIGHT + CONTAINER_DIMENSIONS.TOP_PADDING
             const maxX = Number.POSITIVE_INFINITY
             const maxY = Number.POSITIVE_INFINITY
 
@@ -3767,17 +3772,16 @@ const WorkflowContent = React.memo(
             })
           }
 
-          // Compute relative position BEFORE updating parent to avoid stale state
-          // Account for header (50px), left padding (16px), and top padding (16px)
+          // Computed BEFORE updating the parent to avoid stale state. The two
+          // absolutes share the container's coordinate space, so their
+          // difference is the child's position within it — which is what the
+          // sibling positions this is compared against are measured in too.
           const containerAbsPosBefore = getNodeAbsolutePosition(potentialParentId)
           const nodeAbsPosBefore = getNodeAbsolutePosition(node.id)
-          const headerHeight = 50
-          const leftPadding = 16
-          const topPadding = 16
 
           const relativePositionBefore = {
-            x: nodeAbsPosBefore.x - containerAbsPosBefore.x - leftPadding,
-            y: nodeAbsPosBefore.y - containerAbsPosBefore.y - headerHeight - topPadding,
+            x: nodeAbsPosBefore.x - containerAbsPosBefore.x,
+            y: nodeAbsPosBefore.y - containerAbsPosBefore.y,
           }
 
           // Auto-connect when moving an existing block into a container
@@ -4461,6 +4465,11 @@ const WorkflowContent = React.memo(
     }, [closeConnectionBlockSelector, displayNodes, lastInteractedNodeId, pendingConnect])
 
     /** Transforms edges to include selection state and delete handlers. Memoized to prevent re-renders. */
+    /* Subscribed rather than read from `getState()`: the edge z below depends on
+       which block is open, so the memo has to re-run when that changes. */
+    const editorOpenBlockId = usePanelEditorStore((state) => state.currentBlockId)
+    const panelActiveTab = usePanelStore((state) => state.activeTab)
+
     const edgesWithSelection = useMemo(() => {
       const nodeMap = new Map(displayNodes.map((n) => [n.id, n]))
       /* Indexed once: this memo re-runs on every drag frame, and scanning the
@@ -4478,21 +4487,38 @@ const WorkflowContent = React.memo(
         // pointer events, so the edge has to be above it to stay clickable) and
         // still below that container's own children.
         //
+        // A highlighted edge takes the top of that band instead, so no ordinary
+        // edge can cross over the one the user has picked out. Depth only ever
+        // ordered lines against each other, and an unselected edge one level
+        // deeper was painting straight through the highlight.
+        //
         // Edges are NEVER elevated above cards — not even when an endpoint is
         // selected. A line always passes behind cards, knobs, and the action
         // bar swell; elevating highlighted edges drew them across their own
-        // endpoint's chrome.
+        // endpoint's chrome. The highlighted tier stays inside the band for
+        // exactly that reason.
         const containerNode = parentLoopId ? nodeMap.get(parentLoopId) : null
-        const baseZIndex = getEdgeZIndex(containerNode ? (containerNode.zIndex ?? 0) : undefined)
         const isConnectedToSelection =
           selectedNodeIdSet.has(edge.source) || selectedNodeIdSet.has(edge.target)
+        const isSelected = selectedEdges.has(edgeContextId)
+        const baseZIndex = getEdgeZIndex(containerNode ? (containerNode.zIndex ?? 0) : undefined, {
+          isHighlighted: isEdgeHighlighted({
+            isEndpointSelected: isConnectedToSelection,
+            isConnectedToEditor: isEdgeConnectedToEditor(
+              panelActiveTab === 'editor' ? editorOpenBlockId : null,
+              edge.source,
+              edge.target
+            ),
+            isEdgeSelected: isSelected,
+          }),
+        })
 
         return {
           ...edge,
           zIndex: baseZIndex,
           data: {
             ...edge.data,
-            isSelected: selectedEdges.has(edgeContextId),
+            isSelected,
             isConnectedToSelection,
             isInsideLoop: Boolean(parentLoopId),
             parentLoopId,
@@ -4501,7 +4527,15 @@ const WorkflowContent = React.memo(
           },
         }
       })
-    }, [edgesForDisplay, displayNodes, selectedNodeIds, selectedEdges, handleEdgeDelete])
+    }, [
+      edgesForDisplay,
+      displayNodes,
+      selectedNodeIds,
+      selectedEdges,
+      handleEdgeDelete,
+      editorOpenBlockId,
+      panelActiveTab,
+    ])
 
     const edgesForRender = useMemo(() => {
       if (!pendingConnect) return edgesWithSelection
@@ -4520,7 +4554,12 @@ const WorkflowContent = React.memo(
           target: CONNECTION_BLOCK_SELECTOR_NODE_ID,
           targetHandle: 'target',
           type: 'workflowEdge',
-          zIndex: getEdgeZIndex(sourceParentNode ? (sourceParentNode.zIndex ?? 0) : undefined),
+          /* Rendered highlighted (`isConnectedToSelection` below), so it is
+             elevated like any other highlighted edge — the preview line is the
+             one the user is currently drawing. */
+          zIndex: getEdgeZIndex(sourceParentNode ? (sourceParentNode.zIndex ?? 0) : undefined, {
+            isHighlighted: true,
+          }),
           focusable: false,
           deletable: false,
           reconnectable: false,
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/preview-editor.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/preview-editor.tsx
index c359228792f..6a852272a8d 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/preview-editor.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/preview-editor.tsx
@@ -45,6 +45,7 @@ import { PreviewContextMenu } from '@/app/workspace/[workspaceId]/w/components/p
 import { PreviewWorkflow } from '@/app/workspace/[workspaceId]/w/components/preview/components/preview-workflow'
 import { useContextMenu } from '@/app/workspace/[workspaceId]/w/components/sidebar/hooks'
 import { getBlock } from '@/blocks'
+import { BlockTile } from '@/blocks/block-tile'
 import { getTileIconColorClass } from '@/blocks/icon-color'
 import type { BlockConfig, BlockIcon, SubBlockConfig, SubBlockType } from '@/blocks/types'
 import { normalizeName } from '@/executor/constants'
@@ -356,9 +357,6 @@ function ConnectionsSection({
       {/* Content - styled like ConnectionBlocks */}
       <div className='flex-1 space-y-0.5 overflow-y-auto overflow-x-hidden px-1.5 pb-2'>
         {connections.map((connection) => {
-          const blockConfig = getBlock(connection.blockType)
-          const Icon = blockConfig?.icon
-          const bgColor = blockConfig?.bgColor || '#6B7280'
           const isExpanded = expandedBlocks.has(connection.blockId)
           const hasFields = connection.fields.length > 0
 
@@ -379,21 +377,7 @@ function ConnectionsSection({
                   handleKeyboardActivation(event, () => toggleBlock(connection.blockId))
                 }}
               >
-                <div
-                  className='relative flex size-[14px] flex-shrink-0 items-center justify-center overflow-hidden rounded-sm'
-                  style={{ background: bgColor }}
-                >
-                  {Icon && (
-                    <Icon
-                      className={cn(
-                        'transition-transform duration-200',
-                        getTileIconColorClass(bgColor),
-                        hasFields && 'group-hover:scale-110',
-                        '!h-[9px] !w-[9px]'
-                      )}
-                    />
-                  )}
-                </div>
+                <BlockTile blockType={connection.blockType} size='sm' />
                 <span
                   className={cn(
                     'truncate',
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-workflow/components/block/block.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-workflow/components/block/block.tsx
index 2bce194f20e..a83ce1bba88 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-workflow/components/block/block.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-workflow/components/block/block.tsx
@@ -35,6 +35,7 @@ import {
   isToolInputOnlySubBlock,
 } from '@/lib/workflows/subblocks/visibility'
 import { getBlock } from '@/blocks'
+import { hasBlockAccent } from '@/blocks/accent'
 import { SELECTOR_TYPES_HYDRATION_REQUIRED, type SubBlockConfig } from '@/blocks/types'
 import { useVariablesStore } from '@/stores/variables/store'
 import type { WorkflowMetadata } from '@/stores/workflows/registry/types'
@@ -522,7 +523,7 @@ function WorkflowPreviewBlockInner({ data }: NodeProps<WorkflowPreviewBlockData>
             typeLabel={canvasPresentation.typeLabel}
             Icon={IconComponent}
             iconBgColor={blockConfig.bgColor}
-            isIntegration={blockConfig.category === 'tools'}
+            isIntegration={!hasBlockAccent(type)}
             isEnabled={enabled}
           />
         )}
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.test.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.test.tsx
index df755fb3041..f08c6adda6d 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.test.tsx
@@ -46,7 +46,7 @@ describe('CommandFadedList', () => {
     vi.unstubAllGlobals()
   })
 
-  it('fades the palette with the short single mask and the shared search surface', () => {
+  it('fades the palette with the short pixel-anchored mask and the shared search surface', () => {
     act(() => {
       root.render(
         <Command>
@@ -58,7 +58,7 @@ describe('CommandFadedList', () => {
 
     const list = container.querySelector('[cmdk-list]')
     const search = container.querySelector('[cmdk-input]')?.parentElement
-    expect(list?.className).toContain('transparent_8%,black_13%,black_97%')
+    expect(list?.className).toContain('transparent_36px,black_58px,black_calc(100%_-_13px)')
     expect(list?.className).not.toContain('scrollbar-track')
     expect(search?.className).toContain('var(--bg)')
   })
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.tsx
index 58308c8c42b..a71d83db3eb 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-chrome/command-chrome.tsx
@@ -40,14 +40,19 @@ const SEARCH_SURFACE_CLASSNAME = {
 /**
  * The palette hides its scrollbar (`scrollbar-none` at the call site), so it
  * fades with one plain mask; its band is kept short — fully masked only under
- * the floating input (0–8%), legible by 13%, and a brief 97–100% exit — so
- * rows spend less time in the fog than on the canvas surface.
+ * the floating input (0–36px), legible by 58px, and a brief 13px exit — so
+ * rows spend less time in the fog than on the canvas surface. The palette's
+ * stops are anchored in pixels (the 448px max-height look frozen) because the
+ * list shrinks to its content: percentage stops would move the fog on every
+ * result-count change, a shimmer the dark selected first row makes obvious.
+ * The canvas list fills a fixed-height card, so its percentage stops never
+ * move.
  */
 const LIST_FADE_CLASSNAME = {
   canvas:
     '[-webkit-mask-image:linear-gradient(to_bottom,transparent_0%,transparent_8%,black_18%,black_94%,transparent_100%)] [mask-image:linear-gradient(to_bottom,transparent_0%,transparent_8%,black_18%,black_94%,transparent_100%)]',
   palette:
-    '[-webkit-mask-image:linear-gradient(to_bottom,transparent_0%,transparent_8%,black_13%,black_97%,transparent_100%)] [mask-image:linear-gradient(to_bottom,transparent_0%,transparent_8%,black_13%,black_97%,transparent_100%)]',
+    '[-webkit-mask-image:linear-gradient(to_bottom,transparent_0px,transparent_36px,black_58px,black_calc(100%_-_13px),transparent_100%)] [mask-image:linear-gradient(to_bottom,transparent_0px,transparent_36px,black_58px,black_calc(100%_-_13px),transparent_100%)]',
 } as const
 
 /** Borderless search field layered over a fading command-result list. */
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx
index 5e53d16e56d..c67b2089917 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx
@@ -2,14 +2,12 @@
 
 import type { ComponentType } from 'react'
 import { memo } from 'react'
-import { cn } from '@sim/emcn'
 import { File, Workflow } from '@sim/emcn/icons'
-import { WorkflowTypeIcon } from '@sim/workflow-renderer'
 import { Command } from 'cmdk'
 import { HEX_COLOR_REGEX } from '@/lib/branding'
 import type { CommandItemProps } from '@/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils'
 import { COMMAND_ITEM_CLASSNAME } from '@/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils'
-import { getTileIconColorClass } from '@/blocks/icon-color'
+import { BlockTile } from '@/blocks/block-tile'
 
 interface ResultMetaProps {
   meta?: string
@@ -85,31 +83,14 @@ export const MemoizedCommandItem = memo(
     onSelect,
     icon: Icon,
     bgColor,
-    showColoredIcon,
-    workflowType,
+    blockType,
     label,
     labelPrefix,
     meta,
   }: CommandItemProps) {
     return (
       <Command.Item value={value} onSelect={onSelect} className={COMMAND_ITEM_CLASSNAME}>
-        {workflowType ? (
-          <WorkflowTypeIcon type={workflowType} Icon={Icon} />
-        ) : (
-          <div
-            className='relative flex size-[16px] flex-shrink-0 items-center justify-center overflow-hidden rounded-sm [&_img]:size-full'
-            style={{ background: showColoredIcon ? bgColor : 'transparent' }}
-          >
-            <Icon
-              className={cn(
-                'transition-transform duration-100 group-hover:scale-110',
-                showColoredIcon
-                  ? `size-[10px] ${getTileIconColorClass(bgColor)}`
-                  : 'size-[16px] text-[var(--text-icon)]'
-              )}
-            />
-          </div>
-        )}
+        <BlockTile blockType={blockType} icon={Icon} bgColor={bgColor} />
         <span className='truncate text-[var(--text-body)]'>
           {labelPrefix && <span className='text-[var(--text-subtle)]'>{labelPrefix} </span>}
           {label}
@@ -122,8 +103,7 @@ export const MemoizedCommandItem = memo(
     prev.value === next.value &&
     prev.icon === next.icon &&
     prev.bgColor === next.bgColor &&
-    prev.showColoredIcon === next.showColoredIcon &&
-    prev.workflowType === next.workflowType &&
+    prev.blockType === next.blockType &&
     prev.label === next.label &&
     prev.labelPrefix === next.labelPrefix &&
     prev.meta === next.meta
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx
index 2ff8c4cdaeb..5277dd70a84 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx
@@ -42,8 +42,7 @@ export const BlocksGroup = memo(function BlocksGroup({
           onSelect={() => onSelect(block)}
           icon={block.icon}
           bgColor={block.bgColor}
-          showColoredIcon
-          workflowType={block.type}
+          blockType={block.type}
           label={block.name}
         />
       ))}
@@ -69,7 +68,7 @@ export const ToolsGroup = memo(function ToolsGroup({
           onSelect={() => onSelect(tool)}
           icon={tool.icon}
           bgColor={tool.bgColor}
-          showColoredIcon
+          blockType={tool.type}
           label={tool.name}
         />
       ))}
@@ -108,8 +107,7 @@ function renderSearchEntry(
           onSelect={() => handlers.onSelectBlock(entry.item)}
           icon={entry.item.icon}
           bgColor={entry.item.bgColor}
-          showColoredIcon
-          workflowType={entry.item.type}
+          blockType={entry.item.type}
           label={entry.item.name}
         />
       )
@@ -121,7 +119,7 @@ function renderSearchEntry(
           onSelect={() => handlers.onSelectTool(entry.item)}
           icon={entry.item.icon}
           bgColor={entry.item.bgColor}
-          showColoredIcon
+          blockType={entry.item.type}
           label={entry.item.name}
         />
       )
@@ -133,7 +131,7 @@ function renderSearchEntry(
           onSelect={() => handlers.onSelectTrigger(entry.item)}
           icon={entry.item.icon}
           bgColor={entry.item.bgColor}
-          showColoredIcon
+          blockType={entry.item.type}
           label={entry.item.name}
         />
       )
@@ -145,7 +143,7 @@ function renderSearchEntry(
           onSelect={() => handlers.onSelectToolOperation(entry.item)}
           icon={entry.item.icon}
           bgColor={entry.item.bgColor}
-          showColoredIcon
+          blockType={entry.item.blockType}
           labelPrefix={entry.item.serviceName}
           label={entry.item.name}
         />
@@ -158,7 +156,6 @@ function renderSearchEntry(
           onSelect={() => handlers.onSelectConnectedAccount(entry.item)}
           icon={entry.item.icon}
           bgColor={entry.item.bgColor}
-          showColoredIcon
           label={entry.item.name}
         />
       )
@@ -170,7 +167,6 @@ function renderSearchEntry(
           onSelect={() => handlers.onSelectIntegration(entry.item)}
           icon={entry.item.icon}
           bgColor={entry.item.bgColor}
-          showColoredIcon
           label={entry.item.name}
         />
       )
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.test.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.test.tsx
index e2baf2296b0..625a3de8378 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.test.tsx
@@ -10,6 +10,7 @@ import {
   type MothershipSendMessageDetail,
 } from '@/lib/mothership/events'
 import { SearchModal } from '@/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal'
+import { getBlock } from '@/blocks/registry'
 
 const { mockPush, mockSearchState } = vi.hoisted(() => ({
   mockPush: vi.fn(),
@@ -580,6 +581,28 @@ describe('SearchModal', () => {
     expect(rows()[1]?.getAttribute('aria-selected')).toBe('false')
   })
 
+  it('re-anchors selection to the first row after the re-ranked results commit', async () => {
+    const workflows = [
+      { id: 'workflow-1', name: 'Funnel', href: '/workspace/workspace-1/w/workflow-1' },
+      { id: 'workflow-2', name: 'Funnel two', href: '/workspace/workspace-1/w/workflow-2' },
+      { id: 'workflow-3', name: 'Function alpha', href: '/workspace/workspace-1/w/workflow-3' },
+    ]
+    await act(async () => {
+      root.render(<SearchModal open onOpenChange={vi.fn()} workflows={workflows} />)
+    })
+
+    const rows = () => Array.from(document.querySelectorAll<HTMLElement>('[cmdk-item]'))
+
+    await enterSearchQuery('fun')
+    expect(rows()[0]?.textContent).toContain('Funnel')
+    expect(rows()[0]?.getAttribute('aria-selected')).toBe('true')
+
+    await enterSearchQuery('func')
+    expect(rows()).toHaveLength(1)
+    expect(rows()[0]?.textContent).toContain('Function alpha')
+    expect(rows()[0]?.getAttribute('aria-selected')).toBe('true')
+  })
+
   it('unmounts while closed and reopens with a blank query', async () => {
     await act(async () => {
       root.render(<SearchModal open onOpenChange={vi.fn()} />)
@@ -691,6 +714,53 @@ describe('SearchModal', () => {
     }
   })
 
+  it('accents a first-party trigger by its canvas role, not its catalog color', async () => {
+    const Icon = () => null
+    const original = { ...mockSearchState.data }
+    /*
+     * The palette reads the accent from the block's category, so the row's
+     * appearance is only meaningful against a registry that reports one — the
+     * shared mock omits it.
+     */
+    const mockedGetBlock = vi.mocked(getBlock)
+    const originalGetBlock = mockedGetBlock.getMockImplementation()
+    mockedGetBlock.mockImplementation(
+      (type: string) => ({ category: type === 'slack' ? 'tools' : 'triggers', icon: Icon }) as never
+    )
+    mockSearchState.data = {
+      ...mockSearchState.data,
+      triggers: [
+        {
+          id: 'generic_webhook',
+          name: 'Webhook Trigger',
+          icon: Icon,
+          bgColor: '#10B981',
+          type: 'generic_webhook',
+        },
+        {
+          id: 'slack',
+          name: 'Slack',
+          icon: Icon,
+          bgColor: '#611f69',
+          type: 'slack',
+        },
+      ],
+    }
+
+    try {
+      await act(async () => {
+        root.render(<SearchModal open onOpenChange={vi.fn()} pageContext='workflow' />)
+      })
+
+      expect(document.querySelector('[data-workflow-type-icon="generic_webhook"]')).not.toBeNull()
+      // A third-party trigger keeps its brand tile, exactly as the canvas paints it.
+      expect(document.querySelector('[data-workflow-type-icon="slack"]')).toBeNull()
+    } finally {
+      mockSearchState.data = original
+      if (originalGetBlock) mockedGetBlock.mockImplementation(originalGetBlock)
+    }
+  })
+
   it('keeps the palette open when the query handoff cannot be persisted', async () => {
     const onOpenChange = vi.fn()
     const storeSpy = vi.spyOn(MothershipHandoffStorage, 'store').mockReturnValue(false)
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx
index 51644e619d3..de345848b10 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx
@@ -634,6 +634,19 @@ function SearchModalContent({
     return () => document.removeEventListener('keydown', handleKeyDown)
   }, [])
 
+  /**
+   * cmdk re-anchors selection on input change against the rows the DOM still
+   * shows, but ranking runs against the deferred query, so those rows are one
+   * keystroke stale. When the re-ranked list lands, the stale pick either
+   * lingers mid-list (it still matches, demoted) or dangles on an unmounted
+   * row (cmdk only self-heals when the selected row is the last one removed),
+   * leaving the first visible row unfocused. Re-anchor once the list the
+   * ranking agrees with has committed.
+   */
+  useEffect(() => {
+    inputRef.current?.dispatchEvent(new KeyboardEvent('keydown', { key: 'Home', bubbles: true }))
+  }, [deferredSearch])
+
   const handleBlockSelect = useCallback(
     (block: SearchBlockItem, type: 'block' | 'trigger' | 'tool') => {
       const enableTriggerMode =
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts
index 00f32405d08..7403ae52c85 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts
@@ -186,13 +186,11 @@ export interface CommandItemProps {
   onSelect: () => void
   icon: ComponentType<{ className?: string }>
   bgColor: string
-  showColoredIcon?: boolean
   /**
-   * Core workflow block type. Renders as the shared accent chip only when the
-   * type has a mapped accent; unmapped types — every integration block — fall
-   * back to their catalog `bgColor` tile.
+   * Block the row names, when it names one. Decides whether the tile takes the
+   * canvas role accent or the row's own `bgColor`. @see hasBlockAccent
    */
-  workflowType?: string
+  blockType?: string
   /** Primary text of the row. */
   label: string
   /** De-emphasized lead-in before the label (e.g. a tool operation's service). */
diff --git a/apps/sim/background/workflow-column-execution.ts b/apps/sim/background/workflow-column-execution.ts
index f5c90dcabf3..8bfd7b4bc2d 100644
--- a/apps/sim/background/workflow-column-execution.ts
+++ b/apps/sim/background/workflow-column-execution.ts
@@ -582,7 +582,7 @@ async function runWorkflowAndWriteTerminal(
           await enrichmentRegistry.importCrossingProvenance(inputProvenance, enrichInputs, {
             trusted: true,
           })
-          const { result, cost, error, detail } = await runEnrichment(enrichment, enrichInputs, {
+          const { result, cost, detail } = await runEnrichment(enrichment, enrichInputs, {
             tableId,
             rowId,
             workspaceId,
@@ -604,20 +604,6 @@ async function runWorkflowAndWriteTerminal(
             return 'error'
           }
 
-          // Every provider that ran errored (auth / rate-limit / outage) — surface
-          // it rather than writing a blank cell that looks like "no data found".
-          if (error) {
-            await writeState({
-              status: 'error',
-              executionId,
-              jobId: null,
-              workflowId: statusId,
-              error,
-              enrichmentDetails: detail,
-            })
-            return 'error'
-          }
-
           /**
            * Record the triggerer or system fallback as actor while charging the
            * exact workspace payer. Billing failures do not fail a successful cell.
diff --git a/apps/sim/blocks/accent.test.ts b/apps/sim/blocks/accent.test.ts
new file mode 100644
index 00000000000..4d8f12fb2f1
--- /dev/null
+++ b/apps/sim/blocks/accent.test.ts
@@ -0,0 +1,71 @@
+/**
+ * @vitest-environment node
+ */
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/blocks/registry', () => ({
+  getBlock: vi.fn().mockReturnValue(null),
+}))
+
+import { hasBlockAccent } from '@/blocks/accent'
+import { getBlock } from '@/blocks/registry'
+
+describe('hasBlockAccent', () => {
+  const mockedGetBlock = vi.mocked(getBlock)
+
+  afterEach(() => {
+    mockedGetBlock.mockReturnValue(null as never)
+  })
+
+  function withCategory(category: string) {
+    mockedGetBlock.mockReturnValue({ category } as never)
+  }
+
+  it('accents a core block, mapped or not', () => {
+    withCategory('blocks')
+    expect(hasBlockAccent('agent')).toBe(true)
+    /*
+     * An unmapped core block still takes the accent and lands on `neutral`,
+     * which is what the canvas does for a newly added one — the surfaces must
+     * not disagree while the role map catches up.
+     */
+    expect(hasBlockAccent('brand_new_core_block')).toBe(true)
+  })
+
+  it('accents every first-party trigger, role or no role', () => {
+    withCategory('triggers')
+    // Catalogued green, but an `interface` block on the canvas.
+    expect(hasBlockAccent('generic_webhook')).toBe(true)
+    expect(hasBlockAccent('schedule')).toBe(true)
+    /*
+     * Roleless triggers are the same bug one step further out: the canvas
+     * paints them `neutral`, so a list keyed off the role map alone would have
+     * put them back on the catalog blues this rule exists to overrule.
+     */
+    expect(hasBlockAccent('manual_trigger')).toBe(true)
+    expect(hasBlockAccent('circleback')).toBe(true)
+  })
+
+  it('leaves a third-party integration on its brand, even if it gains a role', () => {
+    withCategory('tools')
+    expect(hasBlockAccent('gmail')).toBe(false)
+    /*
+     * Role membership must not override the category. The canvas brands every
+     * `tools` block, so accenting one here would reintroduce the mismatch in
+     * the opposite direction.
+     */
+    expect(hasBlockAccent('table')).toBe(false)
+  })
+
+  it('accents configless subflows, which carry a role', () => {
+    expect(hasBlockAccent('loop')).toBe(true)
+    expect(hasBlockAccent('parallel')).toBe(true)
+    expect(hasBlockAccent('workflow')).toBe(true)
+  })
+
+  it('leaves the terminal-synthesized run rows on their own status fill', () => {
+    expect(hasBlockAccent('error')).toBe(false)
+    expect(hasBlockAccent('validation')).toBe(false)
+    expect(hasBlockAccent('cancelled')).toBe(false)
+  })
+})
diff --git a/apps/sim/blocks/accent.ts b/apps/sim/blocks/accent.ts
new file mode 100644
index 00000000000..f9ad1101a0d
--- /dev/null
+++ b/apps/sim/blocks/accent.ts
@@ -0,0 +1,53 @@
+import type { ComponentType } from 'react'
+import { Repeat, Split } from '@sim/emcn/icons'
+import { hasWorkflowTypeRole } from '@sim/workflow-renderer'
+import { getBlock } from '@/blocks/registry'
+
+/** Tile fill for a block that has no config of its own to colour it. */
+export const DEFAULT_BLOCK_TILE_COLOR = '#6B7280'
+
+/**
+ * Subflow tiles. Loop and Parallel are canvas blocks with no registry config,
+ * so every surface that lists them had to special-case the pair; they resolve
+ * here instead.
+ */
+const SUBFLOW_ICONS: Record<string, ComponentType<{ className?: string }>> = {
+  loop: Repeat,
+  parallel: Split,
+}
+
+/**
+ * Whether a block's tile takes the canvas role accent rather than the block's
+ * own provider colour. This is the canvas's own rule, read from one place so
+ * every surface that lists a block agrees with the card it names: only a
+ * third-party integration wears its brand, everything first-party wears its
+ * role accent — landing on `neutral` when the role map has no entry yet,
+ * exactly as the canvas does.
+ *
+ * Keying off the catalog `bgColor` instead is what made a palette row
+ * contradict the card it was about to place: `generic_webhook` is catalogued
+ * green but is an `interface` block on the canvas, and the five roleless
+ * first-party triggers (`api_trigger`, `chat_trigger`, `circleback`,
+ * `input_trigger`, `manual_trigger`) are neutral there while their configs
+ * carry blues and a gradient.
+ *
+ * A type with no config at all falls back to role membership, which accents the
+ * subflows (`loop`, `parallel`, `workflow`) and leaves the terminal's
+ * synthesized `error`/`validation`/`cancelled` rows on their status fill.
+ */
+export function hasBlockAccent(blockType: string): boolean {
+  const config = getBlock(blockType)
+  return config ? config.category !== 'tools' : hasWorkflowTypeRole(blockType)
+}
+
+/** A block's tile icon, including the subflows that carry no registry config. */
+export function getBlockTileIcon(
+  blockType: string
+): ComponentType<{ className?: string }> | undefined {
+  return getBlock(blockType)?.icon ?? SUBFLOW_ICONS[blockType]
+}
+
+/** A block's provider tile fill. Only reached when it takes no accent. */
+export function getBlockTileColor(blockType: string): string {
+  return getBlock(blockType)?.bgColor || DEFAULT_BLOCK_TILE_COLOR
+}
diff --git a/apps/sim/blocks/block-tile.tsx b/apps/sim/blocks/block-tile.tsx
new file mode 100644
index 00000000000..c43c77ac94b
--- /dev/null
+++ b/apps/sim/blocks/block-tile.tsx
@@ -0,0 +1,86 @@
+'use client'
+
+import type { ComponentType, HTMLAttributes } from 'react'
+import { chipIconSlotClass, cn } from '@sim/emcn'
+import { WorkflowTypeIcon } from '@sim/workflow-renderer'
+import { getBlockTileColor, getBlockTileIcon, hasBlockAccent } from '@/blocks/accent'
+import { getTileIconColorClass } from '@/blocks/icon-color'
+
+/** Slot sizes the tile ships in: the canvas 16px chip, or 14px for dense rows. */
+const TILE_SIZE_CLASS = {
+  md: 'size-[16px]',
+  sm: 'size-[14px]',
+} as const
+
+export interface BlockTileProps extends Omit<HTMLAttributes<HTMLElement>, 'children' | 'style'> {
+  /**
+   * Block the tile represents; decides whether it takes the canvas role accent.
+   * Omitted by rows that name no block — a catalog integration, a section
+   * header — which keep their own fill. @see hasBlockAccent
+   */
+  blockType?: string
+  /** Defaults to the block's registered icon. */
+  icon?: ComponentType<{ className?: string }>
+  /** Provider fill, used only when the block takes no accent. */
+  bgColor?: string
+  /** Drawn on the provider tile when there is no icon — usually a name initial. */
+  fallbackLabel?: string
+  size?: keyof typeof TILE_SIZE_CLASS
+}
+
+/**
+ * The one block tile. Renders the shared canvas accent chip for anything that
+ * carries a role and the block's provider tile for everything else, so a block
+ * reads the same in every list it appears in. @see hasBlockAccent
+ *
+ * The tile owns its icon colour outright, which is why the contrast class is
+ * always the `!important` variant: these rows live inside popover, combobox and
+ * command surfaces that paint descendants through `[&_svg]:text-*`, and a plain
+ * utility on the icon loses to that parent rule — pale brand tiles would render
+ * their icon white-on-white.
+ *
+ * Reaches the block registry, so it is for workspace surfaces only. Public
+ * marketing pages keep their own tile rather than pull every block config into
+ * that bundle — see `@/blocks/icon-color`.
+ */
+export function BlockTile({
+  blockType,
+  icon,
+  bgColor,
+  fallbackLabel,
+  size = 'md',
+  className,
+  ...props
+}: BlockTileProps) {
+  const Icon = icon ?? (blockType ? getBlockTileIcon(blockType) : undefined)
+  const sizeClass = cn(TILE_SIZE_CLASS[size], className)
+
+  if (blockType && Icon && hasBlockAccent(blockType)) {
+    return <WorkflowTypeIcon type={blockType} Icon={Icon} className={sizeClass} {...props} />
+  }
+
+  const fill = bgColor ?? (blockType ? getBlockTileColor(blockType) : undefined)
+
+  return (
+    <div
+      className={cn(chipIconSlotClass, 'overflow-hidden rounded-md [&_img]:size-full', sizeClass)}
+      style={{ background: fill }}
+      {...props}
+    >
+      {Icon ? (
+        <Icon
+          className={cn(
+            'size-[10px] transition-transform duration-100 group-hover:scale-110',
+            getTileIconColorClass(fill, true)
+          )}
+        />
+      ) : (
+        fallbackLabel && (
+          <span className={cn('font-bold text-micro', getTileIconColorClass(fill, true))}>
+            {fallbackLabel}
+          </span>
+        )
+      )}
+    </div>
+  )
+}
diff --git a/apps/sim/blocks/blocks/agent.ts b/apps/sim/blocks/blocks/agent.ts
index c200d1dbfca..60b631ba6e3 100644
--- a/apps/sim/blocks/blocks/agent.ts
+++ b/apps/sim/blocks/blocks/agent.ts
@@ -664,7 +664,10 @@ Return ONLY the JSON array.`,
     },
     temperature: { type: 'number', description: 'Response randomness level' },
     maxTokens: { type: 'number', description: 'Maximum number of tokens in the response' },
-    reasoningEffort: { type: 'string', description: 'Reasoning effort level for GPT-5 models' },
+    reasoningEffort: {
+      type: 'string',
+      description: 'Reasoning effort level for models that support it',
+    },
     verbosity: { type: 'string', description: 'Verbosity level for GPT-5 models' },
     thinkingLevel: {
       type: 'string',
diff --git a/apps/sim/blocks/blocks/datadog.ts b/apps/sim/blocks/blocks/datadog.ts
index 776edecd1ca..96e090aa262 100644
--- a/apps/sim/blocks/blocks/datadog.ts
+++ b/apps/sim/blocks/blocks/datadog.ts
@@ -81,9 +81,7 @@ export const DatadogBlock: BlockConfig<DatadogResponse> = {
       value: () => 'datadog_submit_metrics',
     },
 
-    // ========================
     // Submit Metrics inputs
-    // ========================
     {
       id: 'series',
       title: 'Metrics Data (JSON)',
@@ -113,9 +111,7 @@ Return ONLY valid JSON - no explanations, no markdown code blocks.`,
       },
     },
 
-    // ========================
     // Query Timeseries inputs
-    // ========================
     {
       id: 'query',
       title: 'Query',
@@ -179,9 +175,7 @@ Return ONLY the numeric timestamp - no explanations, no quotes, no extra text.`,
       },
     },
 
-    // ========================
     // Create Event inputs
-    // ========================
     {
       id: 'title',
       title: 'Event Title',
@@ -251,9 +245,7 @@ Return the event description text directly - no extra formatting needed.`,
       mode: 'advanced',
     },
 
-    // ========================
     // Create Monitor inputs
-    // ========================
     {
       id: 'name',
       title: 'Monitor Name',
@@ -366,9 +358,7 @@ Return ONLY valid JSON - no explanations, no markdown code blocks.`,
       },
     },
 
-    // ========================
     // Get Monitor inputs
-    // ========================
     {
       id: 'monitorId',
       title: 'Monitor ID',
@@ -378,9 +368,7 @@ Return ONLY valid JSON - no explanations, no markdown code blocks.`,
       required: true,
     },
 
-    // ========================
     // List Monitors inputs
-    // ========================
     {
       id: 'listMonitorName',
       title: 'Filter by Name',
@@ -398,9 +386,7 @@ Return ONLY valid JSON - no explanations, no markdown code blocks.`,
       mode: 'advanced',
     },
 
-    // ========================
     // Mute Monitor inputs
-    // ========================
     {
       id: 'muteMonitorId',
       title: 'Monitor ID',
@@ -439,9 +425,7 @@ Return ONLY the numeric timestamp - no explanations, no quotes, no extra text.`,
       },
     },
 
-    // ========================
     // Query Logs inputs
-    // ========================
     {
       id: 'logQuery',
       title: 'Search Query',
@@ -514,9 +498,7 @@ Return ONLY the relative time string - no explanations, no quotes, no extra text
       mode: 'advanced',
     },
 
-    // ========================
     // Send Logs inputs
-    // ========================
     {
       id: 'logs',
       title: 'Logs (JSON)',
@@ -547,9 +529,7 @@ Return ONLY valid JSON - no explanations, no markdown code blocks.`,
       },
     },
 
-    // ========================
     // Create Downtime inputs
-    // ========================
     {
       id: 'downtimeScope',
       title: 'Scope',
@@ -626,9 +606,7 @@ Return ONLY the numeric timestamp - no explanations, no quotes, no extra text.`,
       mode: 'advanced',
     },
 
-    // ========================
     // List Downtimes inputs
-    // ========================
     {
       id: 'currentOnly',
       title: 'Current Only',
@@ -637,9 +615,7 @@ Return ONLY the numeric timestamp - no explanations, no quotes, no extra text.`,
       mode: 'advanced',
     },
 
-    // ========================
     // Cancel Downtime inputs
-    // ========================
     {
       id: 'downtimeId',
       title: 'Downtime ID',
@@ -649,9 +625,7 @@ Return ONLY the numeric timestamp - no explanations, no quotes, no extra text.`,
       required: true,
     },
 
-    // ========================
     // Authentication (common)
-    // ========================
     {
       id: 'apiKey',
       title: 'API Key',
diff --git a/apps/sim/blocks/blocks/datagma.ts b/apps/sim/blocks/blocks/datagma.ts
index fe29ea7eb8f..a58afaa8c05 100644
--- a/apps/sim/blocks/blocks/datagma.ts
+++ b/apps/sim/blocks/blocks/datagma.ts
@@ -52,9 +52,7 @@ export const DatagmaBlock: BlockConfig<DatagmaResponse> = {
       value: () => 'datagma_find_email',
     },
 
-    // -------------------------------------------------------------------------
     // Find Email
-    // -------------------------------------------------------------------------
     {
       id: 'fe_fullName',
       title: 'Full Name',
@@ -80,9 +78,7 @@ export const DatagmaBlock: BlockConfig<DatagmaResponse> = {
       mode: 'advanced',
     },
 
-    // -------------------------------------------------------------------------
     // Enrich Person
-    // -------------------------------------------------------------------------
     {
       id: 'ep_data',
       title: 'Email, LinkedIn URL, or Full Name',
@@ -130,9 +126,7 @@ export const DatagmaBlock: BlockConfig<DatagmaResponse> = {
       mode: 'advanced',
     },
 
-    // -------------------------------------------------------------------------
     // Enrich Company
-    // -------------------------------------------------------------------------
     {
       id: 'ec_data',
       title: 'Company Domain, Name, or SIREN',
@@ -166,9 +160,7 @@ export const DatagmaBlock: BlockConfig<DatagmaResponse> = {
       mode: 'advanced',
     },
 
-    // -------------------------------------------------------------------------
     // Find Phone
-    // -------------------------------------------------------------------------
     {
       id: 'fp_username',
       title: 'LinkedIn URL',
@@ -185,9 +177,7 @@ export const DatagmaBlock: BlockConfig<DatagmaResponse> = {
       condition: { field: 'operation', value: 'datagma_find_phone' },
     },
 
-    // -------------------------------------------------------------------------
     // API Key — hidden on hosted Sim for operations with hosted-key support
-    // -------------------------------------------------------------------------
     {
       id: 'apiKey',
       title: 'API Key',
diff --git a/apps/sim/blocks/blocks/google_maps.ts b/apps/sim/blocks/blocks/google_maps.ts
index 82ab10f35fc..45930ae51e6 100644
--- a/apps/sim/blocks/blocks/google_maps.ts
+++ b/apps/sim/blocks/blocks/google_maps.ts
@@ -124,7 +124,6 @@ export const GoogleMapsBlock: BlockConfig = {
       condition: { field: 'operation', value: 'speed_limits' },
     },
 
-    // ========== Geocode ==========
     {
       id: 'address',
       title: 'Address',
diff --git a/apps/sim/blocks/blocks/google_slides.ts b/apps/sim/blocks/blocks/google_slides.ts
index 3288312f37c..32b8299893c 100644
--- a/apps/sim/blocks/blocks/google_slides.ts
+++ b/apps/sim/blocks/blocks/google_slides.ts
@@ -480,7 +480,6 @@ export const GoogleSlidesBlock: BlockConfig<GoogleSlidesResponse> = {
       },
     },
 
-    // ========== Write Operation Fields ==========
     {
       id: 'slideIndex',
       title: 'Slide Index',
@@ -508,7 +507,6 @@ Return ONLY the slide content - no explanations, no markdown formatting markers,
       },
     },
 
-    // ========== Create Operation Fields ==========
     {
       id: 'title',
       title: 'Presentation Title',
@@ -578,7 +576,6 @@ Return ONLY the slide content - no explanations, no markdown formatting markers,
       },
     },
 
-    // ========== Replace All Text Operation Fields ==========
     {
       id: 'findText',
       title: 'Find Text',
@@ -618,7 +615,6 @@ Return ONLY the replacement text - no explanations, no quotes, no extra text.`,
       mode: 'advanced',
     },
 
-    // ========== Add Slide Operation Fields ==========
     {
       id: 'layout',
       title: 'Slide Layout',
@@ -675,7 +671,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       },
     },
 
-    // ========== Add Image Operation Fields ==========
     {
       id: 'pageObjectId',
       title: 'Slide ID',
@@ -735,7 +730,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       condition: { field: 'operation', value: 'add_image' },
     },
 
-    // ========== Get Thumbnail Operation Fields ==========
     {
       id: 'thumbnailPageId',
       title: 'Slide ID',
@@ -765,7 +759,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       value: () => 'PNG',
     },
 
-    // ========== Get Page Operation Fields ==========
     {
       id: 'getPageObjectId',
       title: 'Page/Slide ID',
@@ -775,7 +768,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       required: true,
     },
 
-    // ========== Delete Object Operation Fields ==========
     {
       id: 'deleteObjectId',
       title: 'Object ID',
@@ -785,7 +777,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       required: true,
     },
 
-    // ========== Duplicate Object Operation Fields ==========
     {
       id: 'duplicateObjectId',
       title: 'Object ID',
@@ -803,7 +794,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       mode: 'advanced',
     },
 
-    // ========== Reorder Slides Operation Fields ==========
     {
       id: 'reorderSlideIds',
       title: 'Slide IDs',
@@ -821,7 +811,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       required: true,
     },
 
-    // ========== Create Table Operation Fields ==========
     {
       id: 'tablePageObjectId',
       title: 'Slide ID',
@@ -875,7 +864,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       condition: { field: 'operation', value: 'create_table' },
     },
 
-    // ========== Create Shape Operation Fields ==========
     {
       id: 'shapePageObjectId',
       title: 'Slide ID',
@@ -936,7 +924,6 @@ Return ONLY the JSON array - no explanations, no markdown, no extra text.`,
       condition: { field: 'operation', value: 'create_shape' },
     },
 
-    // ========== Insert Text Operation Fields ==========
     {
       id: 'insertTextObjectId',
       title: 'Object ID',
@@ -972,7 +959,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'insert_text' },
     },
 
-    // ========== Copy Presentation Operation Fields ==========
     {
       id: 'sourcePresentationSelector',
       title: 'Source Presentation',
@@ -1031,7 +1017,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'copy_presentation' },
     },
 
-    // ========== Export Presentation Operation Fields ==========
     {
       id: 'exportFormat',
       title: 'Export Format',
@@ -1049,7 +1034,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'export_presentation' },
     },
 
-    // ========== Batch Update (Raw) Operation Fields ==========
     {
       id: 'requestsJson',
       title: 'Requests (JSON Array)',
@@ -1074,7 +1058,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Replace All Shapes With Image Fields ==========
     {
       id: 'replaceShapesImageUrl',
       title: 'Image URL',
@@ -1117,7 +1100,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Replace Image Fields ==========
     {
       id: 'replaceImageObjectId',
       title: 'Image Object ID',
@@ -1146,7 +1128,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'replace_image' },
     },
 
-    // ========== Update Image Properties Fields ==========
     {
       id: 'imagePropsObjectId',
       title: 'Image Object ID',
@@ -1223,7 +1204,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Text Style Fields ==========
     {
       id: 'textObjectId',
       title: 'Object ID',
@@ -1551,7 +1531,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'create_paragraph_bullets' },
     },
 
-    // ========== Update Shape Properties Fields ==========
     {
       id: 'shapePropsObjectId',
       title: 'Shape Object ID',
@@ -1656,7 +1635,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Update Page Properties Fields ==========
     {
       id: 'pagePropsObjectId',
       title: 'Slide ID',
@@ -1710,7 +1688,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Update Slide Properties Fields ==========
     {
       id: 'slidePropsObjectId',
       title: 'Slide ID',
@@ -1741,7 +1718,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Update Alt Text Fields ==========
     {
       id: 'altTextObjectId',
       title: 'Element Object ID',
@@ -1762,7 +1738,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'update_page_element_alt_text' },
     },
 
-    // ========== Update Element Transform Fields ==========
     {
       id: 'transformObjectId',
       title: 'Element Object ID',
@@ -1822,7 +1797,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'update_page_element_transform' },
     },
 
-    // ========== Z-Order Fields ==========
     {
       id: 'zOrderObjectIds',
       title: 'Object IDs',
@@ -1845,7 +1819,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       required: true,
     },
 
-    // ========== Group / Ungroup Fields ==========
     {
       id: 'groupChildrenObjectIds',
       title: 'Children Object IDs',
@@ -1871,7 +1844,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       required: true,
     },
 
-    // ========== Create Line Fields ==========
     {
       id: 'linePageObjectId',
       title: 'Slide ID',
@@ -1919,7 +1891,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'create_line' },
     },
 
-    // ========== Update Line Properties Fields ==========
     {
       id: 'linePropsObjectId',
       title: 'Line Object ID',
@@ -1987,7 +1958,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Update Line Category Fields ==========
     {
       id: 'lineCategoryObjectId',
       title: 'Line Object ID',
@@ -2008,7 +1978,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       required: true,
     },
 
-    // ========== Reroute Line Fields ==========
     {
       id: 'rerouteLineObjectId',
       title: 'Line Object ID',
@@ -2017,7 +1986,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       required: true,
     },
 
-    // ========== Table Row/Column Insert/Delete Fields ==========
     {
       id: 'tableTargetObjectId',
       title: 'Table Object ID',
@@ -2089,7 +2057,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'insert_table_columns' },
     },
 
-    // ========== Merge / Unmerge / Cell / Border Table Range Fields ==========
     {
       id: 'tableRangeObjectId',
       title: 'Table Object ID',
@@ -2170,7 +2137,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       required: true,
     },
 
-    // ========== Update Table Cell Properties Fields ==========
     {
       id: 'tableCellBackgroundColor',
       title: 'Cell Background Color',
@@ -2213,7 +2179,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Update Table Border Properties Fields ==========
     {
       id: 'tableBorderPosition',
       title: 'Border Position',
@@ -2269,7 +2234,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Update Table Column Properties Fields ==========
     {
       id: 'tableColumnPropsObjectId',
       title: 'Table Object ID',
@@ -2307,7 +2271,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Update Table Row Properties Fields ==========
     {
       id: 'tableRowPropsObjectId',
       title: 'Table Object ID',
@@ -2345,7 +2308,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Sheets Chart Embed Fields ==========
     {
       id: 'chartPageObjectId',
       title: 'Slide ID',
@@ -2416,7 +2378,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'create_sheets_chart' },
     },
 
-    // ========== Refresh Sheets Chart Fields ==========
     {
       id: 'refreshChartObjectId',
       title: 'Chart Object ID',
@@ -2425,7 +2386,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       required: true,
     },
 
-    // ========== Replace All Shapes With Sheets Chart Fields ==========
     {
       id: 'replaceShapesChartFindText',
       title: 'Find Text (Token)',
@@ -2449,7 +2409,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       mode: 'advanced',
     },
 
-    // ========== Create Video Fields ==========
     {
       id: 'videoPageObjectId',
       title: 'Slide ID',
@@ -2505,7 +2464,6 @@ Return ONLY the text content - no explanations, no markdown formatting markers,
       condition: { field: 'operation', value: 'create_video' },
     },
 
-    // ========== Update Video Properties Fields ==========
     {
       id: 'videoPropsObjectId',
       title: 'Video Object ID',
diff --git a/apps/sim/blocks/blocks/icypeas.ts b/apps/sim/blocks/blocks/icypeas.ts
index 176a2963ab3..061d02e9a80 100644
--- a/apps/sim/blocks/blocks/icypeas.ts
+++ b/apps/sim/blocks/blocks/icypeas.ts
@@ -45,9 +45,7 @@ export const IcypeasBlock: BlockConfig<IcypeasResponse> = {
       value: () => 'icypeas_find_email',
     },
 
-    // -----------------------------------------------------------------------
     // Find Email
-    // -----------------------------------------------------------------------
     {
       id: 'fe_firstname',
       title: 'First Name',
@@ -71,9 +69,7 @@ export const IcypeasBlock: BlockConfig<IcypeasResponse> = {
       condition: { field: 'operation', value: 'icypeas_find_email' },
     },
 
-    // -----------------------------------------------------------------------
     // Verify Email
-    // -----------------------------------------------------------------------
     {
       id: 've_email',
       title: 'Email Address',
@@ -83,9 +79,7 @@ export const IcypeasBlock: BlockConfig<IcypeasResponse> = {
       condition: { field: 'operation', value: 'icypeas_verify_email' },
     },
 
-    // -----------------------------------------------------------------------
     // API Key — hidden on hosted Sim for all operations (hosted-key supported)
-    // -----------------------------------------------------------------------
     {
       id: 'apiKey',
       title: 'API Key',
diff --git a/apps/sim/blocks/blocks/s3.ts b/apps/sim/blocks/blocks/s3.ts
index 1c9953d349d..9a341a5a055 100644
--- a/apps/sim/blocks/blocks/s3.ts
+++ b/apps/sim/blocks/blocks/s3.ts
@@ -186,7 +186,6 @@ export const S3Block: BlockConfig<S3Response> = {
       required: true,
     },
 
-    // ===== UPLOAD (PUT OBJECT) FIELDS =====
     {
       id: 'objectKey',
       title: 'Object Key/Path',
@@ -245,7 +244,6 @@ export const S3Block: BlockConfig<S3Response> = {
       mode: 'advanced',
     },
 
-    // ===== DOWNLOAD (GET OBJECT) FIELDS =====
     {
       id: 's3Uri',
       title: 'S3 Object URL',
@@ -255,7 +253,6 @@ export const S3Block: BlockConfig<S3Response> = {
       required: true,
     },
 
-    // ===== LIST OBJECTS FIELDS =====
     {
       id: 'prefix',
       title: 'Prefix/Folder',
@@ -292,7 +289,6 @@ export const S3Block: BlockConfig<S3Response> = {
       required: true,
     },
 
-    // ===== COPY OBJECT FIELDS =====
     {
       id: 'sourceBucket',
       title: 'Source Bucket',
diff --git a/apps/sim/blocks/blocks/windchill.ts b/apps/sim/blocks/blocks/windchill.ts
new file mode 100644
index 00000000000..d55e6691e09
--- /dev/null
+++ b/apps/sim/blocks/blocks/windchill.ts
@@ -0,0 +1,1045 @@
+import { getErrorMessage } from '@sim/utils/errors'
+import { WindchillIcon } from '@/components/icons'
+import type { BlockConfig, BlockMeta } from '@/blocks/types'
+import { AuthMode, IntegrationType } from '@/blocks/types'
+import { normalizeFileInput } from '@/blocks/utils'
+import type { WindchillResponse } from '@/tools/windchill/types'
+
+const SINGLE_DOCUMENT_OPERATIONS = [
+  'windchill_get_document',
+  'windchill_get_document_structure',
+  'windchill_get_valid_state_transitions',
+  'windchill_get_primary_content',
+  'windchill_list_attachments',
+  'windchill_update_document',
+  'windchill_update_common_properties',
+  'windchill_delete_document',
+  'windchill_check_out_document',
+  'windchill_check_in_document',
+  'windchill_undo_check_out_document',
+  'windchill_revise_document',
+  'windchill_set_lifecycle_state',
+  'windchill_download_primary_content',
+  'windchill_upload_primary_content',
+  'windchill_download_attachment',
+  'windchill_upload_attachments',
+]
+
+const BULK_DOCUMENT_OPERATIONS = [
+  'windchill_delete_documents',
+  'windchill_check_out_documents',
+  'windchill_check_in_documents',
+  'windchill_undo_check_out_documents',
+  'windchill_revise_documents',
+]
+
+const CHECK_OUT_OPERATIONS = [
+  'windchill_check_out_document',
+  'windchill_check_out_documents',
+  'windchill_check_in_document',
+  'windchill_check_in_documents',
+]
+
+const CHECK_IN_OPERATIONS = ['windchill_check_in_document', 'windchill_check_in_documents']
+
+const DOWNLOAD_OPERATIONS = ['windchill_download_primary_content', 'windchill_download_attachment']
+
+const SINGLE_MUTATION_OPERATIONS = [
+  'windchill_create_document',
+  'windchill_update_document',
+  'windchill_update_common_properties',
+  'windchill_check_out_document',
+  'windchill_check_in_document',
+  'windchill_undo_check_out_document',
+  'windchill_revise_document',
+  'windchill_set_lifecycle_state',
+]
+
+const BULK_MUTATION_OPERATIONS = [
+  'windchill_create_documents',
+  'windchill_update_documents',
+  'windchill_check_out_documents',
+  'windchill_check_in_documents',
+  'windchill_undo_check_out_documents',
+  'windchill_revise_documents',
+  'windchill_update_document_security_labels',
+]
+
+const DELETE_OPERATIONS = ['windchill_delete_document', 'windchill_delete_documents']
+const UPLOAD_OPERATIONS = ['windchill_upload_primary_content', 'windchill_upload_attachments']
+const PAGINATED_OPERATIONS = [
+  'windchill_list_documents',
+  'windchill_get_document_structure',
+  'windchill_list_attachments',
+]
+const AFFECTED_ID_OPERATIONS = [
+  ...SINGLE_MUTATION_OPERATIONS,
+  ...BULK_MUTATION_OPERATIONS,
+  ...DELETE_OPERATIONS,
+  ...UPLOAD_OPERATIONS,
+]
+
+const PRIMARY_FILE_FIELD = ['primaryFileUpload', 'primaryFileReference'] as const
+const ATTACHMENT_FILES_FIELD = ['attachmentFilesUpload', 'attachmentFilesReference'] as const
+
+function parseJsonField(value: unknown, field: string, expected: 'array' | 'object'): unknown {
+  if (value === undefined || value === null || value === '') return undefined
+
+  let parsed = value
+  if (typeof value === 'string') {
+    try {
+      parsed = JSON.parse(value)
+    } catch (error) {
+      throw new Error(`Invalid JSON in "${field}": ${getErrorMessage(error, 'unknown error')}`)
+    }
+  }
+
+  if (expected === 'array' && !Array.isArray(parsed)) {
+    throw new Error(`"${field}" must be a JSON array`)
+  }
+  if (
+    expected === 'object' &&
+    (parsed === null || typeof parsed !== 'object' || Array.isArray(parsed))
+  ) {
+    throw new Error(`"${field}" must be a JSON object`)
+  }
+
+  return parsed
+}
+
+function coerceNumber(value: unknown, field: string): number | undefined {
+  if (value === undefined || value === null || value === '') return undefined
+  const number = Number(value)
+  if (!Number.isFinite(number)) throw new Error(`"${field}" must be a valid number`)
+  return number
+}
+
+function coerceBoolean(value: unknown): boolean | undefined {
+  if (value === undefined || value === null || value === '') return undefined
+  if (value === true || value === 'true') return true
+  if (value === false || value === 'false') return false
+  throw new Error('Boolean values must be true or false')
+}
+
+export const WindchillBlock: BlockConfig<WindchillResponse> = {
+  type: 'windchill',
+  name: 'Windchill',
+  description: 'Manage documents, revisions, and content in PTC Windchill',
+  longDescription:
+    'Integrate PTC Windchill REST Services 2.7 document management into your workflow using Basic authentication. Read and update document metadata, perform version and lifecycle actions, and transfer primary content and attachments. Windchill OAuth deployments are not currently supported.',
+  docsLink: 'https://docs.sim.ai/integrations/windchill',
+  category: 'tools',
+  integrationType: IntegrationType.Documents,
+  authMode: AuthMode.ApiKey,
+  bgColor: '#FFFFFF',
+  icon: WindchillIcon,
+  canvasPresentation: {
+    defaultTitle: 'Windchill',
+    operationSubBlockId: 'operation',
+    sentences: {
+      byOperation: {
+        windchill_list_documents: [
+          'List documents',
+          { text: 'matching', field: 'filter' },
+          { text: ', up to', field: 'top', after: 'documents' },
+        ],
+        windchill_get_document: [{ text: 'Get document', field: 'documentOid', core: true }],
+        windchill_get_document_structure: [
+          { text: 'Get structure for document', field: 'documentOid', core: true },
+        ],
+        windchill_get_valid_state_transitions: [
+          { text: 'Get valid states for document', field: 'documentOid', core: true },
+        ],
+        windchill_get_primary_content: [
+          { text: 'Get primary content for document', field: 'documentOid', core: true },
+        ],
+        windchill_list_attachments: [
+          { text: 'List attachments on document', field: 'documentOid', core: true },
+        ],
+        windchill_create_document: [
+          { text: 'Create document', field: 'name', core: true },
+          { text: 'in container', field: 'containerOid' },
+        ],
+        windchill_create_documents: [{ text: 'Create', field: 'documents', core: true }],
+        windchill_update_document: [
+          { text: 'Update document', field: 'documentOid', core: true },
+          { text: 'with', field: 'attributes' },
+        ],
+        windchill_update_common_properties: [
+          { text: 'Update common properties on', field: 'documentOid', core: true },
+        ],
+        windchill_update_documents: [{ text: 'Update', field: 'documents', core: true }],
+        windchill_delete_document: [{ text: 'Delete document', field: 'documentOid', core: true }],
+        windchill_delete_documents: [{ text: 'Delete', field: 'documentOids', core: true }],
+        windchill_check_out_document: [
+          { text: 'Check out document', field: 'documentOid', core: true },
+        ],
+        windchill_check_out_documents: [{ text: 'Check out', field: 'documentOids', core: true }],
+        windchill_check_in_document: [
+          { text: 'Check in document', field: 'documentOid', core: true },
+        ],
+        windchill_check_in_documents: [{ text: 'Check in', field: 'documentOids', core: true }],
+        windchill_undo_check_out_document: [
+          { text: 'Undo checkout for document', field: 'documentOid', core: true },
+        ],
+        windchill_undo_check_out_documents: [
+          { text: 'Undo checkout for', field: 'documentOids', core: true },
+        ],
+        windchill_revise_document: [{ text: 'Revise document', field: 'documentOid', core: true }],
+        windchill_revise_documents: [{ text: 'Revise', field: 'documentOids', core: true }],
+        windchill_set_lifecycle_state: [
+          { text: 'Set document', field: 'documentOid', core: true },
+          { text: 'to lifecycle state', field: 'stateDisplay', core: true },
+        ],
+        windchill_update_document_security_labels: [
+          { text: 'Apply', field: 'securityLabelUpdates', core: true },
+        ],
+        windchill_download_primary_content: [
+          { text: 'Download primary content from', field: 'documentOid', core: true },
+        ],
+        windchill_upload_primary_content: [
+          { text: 'Upload', field: PRIMARY_FILE_FIELD, core: true },
+          { text: 'as primary content on', field: 'documentOid', core: true },
+        ],
+        windchill_download_attachment: [
+          { text: 'Download attachment', field: 'attachmentOid', core: true },
+          { text: 'from document', field: 'documentOid', core: true },
+        ],
+        windchill_upload_attachments: [
+          { text: 'Upload', field: ATTACHMENT_FILES_FIELD, core: true },
+          { text: 'as attachments on', field: 'documentOid', core: true },
+        ],
+      },
+    },
+  },
+  subBlocks: [
+    {
+      id: 'operation',
+      title: 'Operation',
+      type: 'dropdown',
+      options: [
+        {
+          label: 'List Documents',
+          id: 'windchill_list_documents',
+          description: 'List documents with an OData filter and pagination',
+        },
+        {
+          label: 'Get Document',
+          id: 'windchill_get_document',
+          description: 'Get one document by its Windchill OID',
+        },
+        {
+          label: 'Get Document Structure',
+          id: 'windchill_get_document_structure',
+          description: 'Get recursively expanded child-document usage links',
+        },
+        {
+          label: 'Get Valid State Transitions',
+          id: 'windchill_get_valid_state_transitions',
+          description: 'List the lifecycle states available to a document',
+        },
+        {
+          label: 'Get Primary Content',
+          id: 'windchill_get_primary_content',
+          description: 'Get primary-content metadata for a document',
+        },
+        {
+          label: 'List Attachments',
+          id: 'windchill_list_attachments',
+          description: 'List attachment metadata for a document',
+        },
+        {
+          label: 'Create Document',
+          id: 'windchill_create_document',
+          description: 'Create one document in a Windchill container',
+        },
+        {
+          label: 'Create Documents',
+          id: 'windchill_create_documents',
+          description: 'Create multiple documents in one Windchill request',
+        },
+        {
+          label: 'Update Document',
+          id: 'windchill_update_document',
+          description: "Update a document's editable attributes",
+        },
+        {
+          label: 'Update Common Properties',
+          id: 'windchill_update_common_properties',
+          description: "Update a document's Name, Number, and other common properties",
+        },
+        {
+          label: 'Update Documents',
+          id: 'windchill_update_documents',
+          description: "Update several documents' editable attributes",
+        },
+        {
+          label: 'Delete Document',
+          id: 'windchill_delete_document',
+          description: 'Delete one document by its Windchill OID',
+        },
+        {
+          label: 'Delete Documents',
+          id: 'windchill_delete_documents',
+          description: 'Delete multiple documents by Windchill OID',
+        },
+        {
+          label: 'Check Out Document',
+          id: 'windchill_check_out_document',
+          description: 'Check out one document for modification',
+        },
+        {
+          label: 'Check Out Documents',
+          id: 'windchill_check_out_documents',
+          description: 'Check out multiple documents for modification',
+        },
+        {
+          label: 'Check In Document',
+          id: 'windchill_check_in_document',
+          description: 'Check in one checked-out document',
+        },
+        {
+          label: 'Check In Documents',
+          id: 'windchill_check_in_documents',
+          description: 'Check in multiple checked-out documents',
+        },
+        {
+          label: 'Undo Check Out Document',
+          id: 'windchill_undo_check_out_document',
+          description: 'Discard the working copy for one document',
+        },
+        {
+          label: 'Undo Check Out Documents',
+          id: 'windchill_undo_check_out_documents',
+          description: 'Discard working copies for multiple documents',
+        },
+        {
+          label: 'Revise Document',
+          id: 'windchill_revise_document',
+          description: 'Create a new revision of one document',
+        },
+        {
+          label: 'Revise Documents',
+          id: 'windchill_revise_documents',
+          description: 'Create new revisions of multiple documents',
+        },
+        {
+          label: 'Set Lifecycle State',
+          id: 'windchill_set_lifecycle_state',
+          description: 'Move a document to a valid lifecycle state',
+        },
+        {
+          label: 'Update Document Security Labels',
+          id: 'windchill_update_document_security_labels',
+          description: 'Apply security-label values to documents',
+        },
+        {
+          label: 'Download Primary Content',
+          id: 'windchill_download_primary_content',
+          description: 'Download a document primary-content file',
+        },
+        {
+          label: 'Upload Primary Content',
+          id: 'windchill_upload_primary_content',
+          description: 'Replace or add a document primary-content file',
+        },
+        {
+          label: 'Download Attachment',
+          id: 'windchill_download_attachment',
+          description: 'Download one document attachment',
+        },
+        {
+          label: 'Upload Attachments',
+          id: 'windchill_upload_attachments',
+          description: 'Upload one or more document attachments',
+        },
+      ],
+      value: () => 'windchill_list_documents',
+    },
+    {
+      id: 'baseUrl',
+      title: 'Service Root',
+      type: 'short-input',
+      placeholder: 'https://host/Windchill/servlet/odata/v6',
+      required: true,
+      description:
+        'Complete WRS 2.7 versioned HTTPS OData service root for a Basic-authenticated account',
+    },
+    {
+      id: 'username',
+      title: 'Username',
+      type: 'short-input',
+      placeholder: 'Windchill username',
+      required: true,
+      description: 'Username for a Windchill account permitted to call WRS',
+    },
+    {
+      id: 'password',
+      title: 'Password',
+      type: 'short-input',
+      placeholder: 'Windchill password',
+      password: true,
+      required: true,
+      description: 'Password for the Windchill account',
+    },
+    {
+      id: 'documentOid',
+      title: 'Document OID',
+      type: 'short-input',
+      placeholder: 'OR:wt.doc.WTDocument:48796581',
+      condition: { field: 'operation', value: SINGLE_DOCUMENT_OPERATIONS },
+      required: true,
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    {
+      id: 'documentOids',
+      title: 'Document OIDs',
+      type: 'code',
+      language: 'json',
+      placeholder: '["OR:wt.doc.WTDocument:48796581"]',
+      condition: { field: 'operation', value: BULK_DOCUMENT_OPERATIONS },
+      required: true,
+    },
+    {
+      id: 'attachmentOid',
+      title: 'Attachment OID',
+      type: 'short-input',
+      placeholder: 'OR:wt.content.ApplicationData:48796600',
+      condition: { field: 'operation', value: 'windchill_download_attachment' },
+      required: true,
+    },
+    {
+      id: 'name',
+      title: 'Name',
+      type: 'short-input',
+      placeholder: 'Document name',
+      condition: { field: 'operation', value: 'windchill_create_document' },
+      required: true,
+    },
+    {
+      id: 'containerOid',
+      title: 'Container OID',
+      type: 'short-input',
+      placeholder: 'OR:wt.pdmlink.PDMLinkProduct:12345',
+      condition: { field: 'operation', value: 'windchill_create_document' },
+      required: true,
+    },
+    {
+      id: 'number',
+      title: 'Number',
+      type: 'short-input',
+      placeholder: 'Optional document number',
+      condition: { field: 'operation', value: 'windchill_create_document' },
+      mode: 'advanced',
+    },
+    {
+      id: 'title',
+      title: 'Title',
+      type: 'short-input',
+      placeholder: 'Optional title',
+      condition: { field: 'operation', value: 'windchill_create_document' },
+    },
+    {
+      id: 'description',
+      title: 'Description',
+      type: 'long-input',
+      placeholder: 'Optional description',
+      condition: { field: 'operation', value: 'windchill_create_document' },
+    },
+    {
+      id: 'folderOid',
+      title: 'Folder OID',
+      type: 'short-input',
+      placeholder: 'Optional target folder OID',
+      condition: { field: 'operation', value: 'windchill_create_document' },
+      mode: 'advanced',
+    },
+    {
+      id: 'attributes',
+      title: 'Attributes',
+      type: 'code',
+      language: 'json',
+      placeholder: '{"Title":"Updated title"}',
+      condition: {
+        field: 'operation',
+        value: ['windchill_create_document', 'windchill_update_document'],
+      },
+      required: { field: 'operation', value: 'windchill_update_document' },
+      description:
+        'Editable attributes as JSON. Name, Number, and Organization require the Update Common Properties operation and are rejected here.',
+    },
+    {
+      id: 'commonProperties',
+      title: 'Common Properties',
+      type: 'code',
+      language: 'json',
+      placeholder: '{"Name":"Updated name","Number":"DOC-001"}',
+      condition: { field: 'operation', value: 'windchill_update_common_properties' },
+      required: true,
+      description:
+        'Common properties as a JSON object. This is the only operation that can change Name, Number, and Organization, and Windchill rejects it while the document is checked out.',
+    },
+    {
+      id: 'documents',
+      title: 'Documents',
+      type: 'code',
+      language: 'json',
+      placeholder: '[{"name":"Document","containerOid":"OR:wt.pdmlink.PDMLinkProduct:12345"}]',
+      condition: {
+        field: 'operation',
+        value: ['windchill_create_documents', 'windchill_update_documents'],
+      },
+      required: true,
+      description:
+        'Create Documents takes [{name, containerOid, number?, title?, description?, folderOid?, attributes?}]. Update Documents takes [{id, attributes}], where attributes excludes Name, Number, and Organization.',
+    },
+    {
+      id: 'checkOutNote',
+      title: 'Check Out Note',
+      type: 'long-input',
+      placeholder: 'Optional checkout note',
+      condition: { field: 'operation', value: CHECK_OUT_OPERATIONS },
+      mode: 'advanced',
+    },
+    {
+      id: 'checkInNote',
+      title: 'Check In Note',
+      type: 'long-input',
+      placeholder: 'Optional check-in note',
+      condition: { field: 'operation', value: CHECK_IN_OPERATIONS },
+    },
+    {
+      id: 'keepCheckedOut',
+      title: 'Keep Checked Out',
+      type: 'dropdown',
+      options: [
+        { label: 'Yes', id: 'true' },
+        { label: 'No', id: 'false' },
+      ],
+      condition: { field: 'operation', value: CHECK_IN_OPERATIONS },
+      mode: 'advanced',
+    },
+    {
+      id: 'versionId',
+      title: 'Version ID',
+      type: 'short-input',
+      placeholder: 'Optional target revision',
+      condition: { field: 'operation', value: 'windchill_revise_document' },
+      mode: 'advanced',
+    },
+    {
+      id: 'stateValue',
+      title: 'State Value',
+      type: 'short-input',
+      placeholder: 'RELEASED',
+      condition: { field: 'operation', value: 'windchill_set_lifecycle_state' },
+      required: true,
+    },
+    {
+      id: 'stateDisplay',
+      title: 'State Display',
+      type: 'short-input',
+      placeholder: 'Released',
+      canvasNoun: 'a state',
+      condition: { field: 'operation', value: 'windchill_set_lifecycle_state' },
+      required: true,
+    },
+    {
+      id: 'securityLabelUpdates',
+      title: 'Security Label Updates',
+      type: 'code',
+      language: 'json',
+      placeholder: '[{"id":"OR:wt.doc.WTDocument:48796581","labels":{"EXPORT_CONTROL":"L1"}}]',
+      canvasNoun: 'security labels',
+      condition: {
+        field: 'operation',
+        value: 'windchill_update_document_security_labels',
+      },
+      required: true,
+    },
+    {
+      id: 'select',
+      title: 'Select',
+      type: 'short-input',
+      placeholder: 'ID,Name,Number,State',
+      condition: {
+        field: 'operation',
+        value: ['windchill_list_documents', 'windchill_get_document'],
+      },
+      mode: 'advanced',
+      description:
+        'Comma-separated normalized fields: ID, Name, Number, Title, Description, State, VersionID, Revision, Version, Latest, CheckoutState, FolderName, or FolderLocation',
+      wandConfig: {
+        enabled: true,
+        prompt:
+          'Generate a comma-separated list using only these Windchill document fields: ID, Name, Number, Title, Description, State, VersionID, Revision, Version, Latest, CheckoutState, FolderName, FolderLocation. Return ONLY the comma-separated field names - no explanations, no extra text.',
+        placeholder: 'Describe which document fields you need...',
+        generationType: 'odata-expression',
+      },
+    },
+    {
+      id: 'filter',
+      title: 'Filter',
+      type: 'short-input',
+      placeholder: "State/Value eq 'RELEASED'",
+      condition: { field: 'operation', value: 'windchill_list_documents' },
+      mode: 'advanced',
+      wandConfig: {
+        enabled: true,
+        prompt:
+          'Generate a Windchill REST Services OData $filter expression using document properties and standard OData comparison and logical operators. Do not include the $filter= prefix. Return ONLY the OData filter expression - no explanations, no extra text.',
+        placeholder: 'Describe which Windchill documents to match...',
+        generationType: 'odata-expression',
+      },
+    },
+    {
+      id: 'orderBy',
+      title: 'Order By',
+      type: 'short-input',
+      placeholder: 'Name asc',
+      condition: { field: 'operation', value: 'windchill_list_documents' },
+      mode: 'advanced',
+      wandConfig: {
+        enabled: true,
+        prompt:
+          'Generate a Windchill REST Services OData $orderby expression as comma-separated document property names followed by asc or desc. Do not include the $orderby= prefix. Return ONLY the OData order-by expression - no explanations, no extra text.',
+        placeholder: 'Describe how the documents should be sorted...',
+        generationType: 'odata-expression',
+      },
+    },
+    {
+      id: 'top',
+      title: 'Maximum Results',
+      type: 'short-input',
+      placeholder: '100',
+      condition: { field: 'operation', value: 'windchill_list_documents' },
+      mode: 'advanced',
+    },
+    {
+      id: 'skip',
+      title: 'Skip',
+      type: 'short-input',
+      placeholder: '0',
+      condition: { field: 'operation', value: 'windchill_list_documents' },
+      mode: 'advanced',
+    },
+    {
+      id: 'count',
+      title: 'Include Count',
+      type: 'dropdown',
+      options: [
+        { label: 'Yes', id: 'true' },
+        { label: 'No', id: 'false' },
+      ],
+      condition: { field: 'operation', value: 'windchill_list_documents' },
+      mode: 'advanced',
+    },
+    {
+      id: 'latestVersion',
+      title: 'Latest Version Only',
+      type: 'dropdown',
+      options: [
+        { label: 'Yes', id: 'true' },
+        { label: 'No', id: 'false' },
+      ],
+      condition: { field: 'operation', value: 'windchill_list_documents' },
+      mode: 'advanced',
+    },
+    {
+      id: 'nextLink',
+      title: 'Next Page URL',
+      type: 'short-input',
+      placeholder: '@odata.nextLink from the previous result',
+      condition: {
+        field: 'operation',
+        value: [
+          'windchill_list_documents',
+          'windchill_get_document_structure',
+          'windchill_list_attachments',
+        ],
+      },
+      mode: 'advanced',
+    },
+    {
+      id: 'structureDepth',
+      title: 'Structure Depth',
+      type: 'short-input',
+      placeholder: '1',
+      condition: { field: 'operation', value: 'windchill_get_document_structure' },
+      mode: 'advanced',
+    },
+    {
+      id: 'fileName',
+      title: 'File Name',
+      type: 'short-input',
+      placeholder: 'Optional downloaded file name',
+      condition: { field: 'operation', value: DOWNLOAD_OPERATIONS },
+      mode: 'advanced',
+    },
+    {
+      id: 'primaryFileUpload',
+      title: 'Primary Content',
+      type: 'file-upload',
+      canonicalParamId: 'primaryFile',
+      canvasNoun: 'a file',
+      placeholder: 'Upload primary-content file',
+      condition: { field: 'operation', value: 'windchill_upload_primary_content' },
+      mode: 'basic',
+      multiple: false,
+      required: true,
+    },
+    {
+      id: 'primaryFileReference',
+      title: 'Primary Content',
+      type: 'short-input',
+      canonicalParamId: 'primaryFile',
+      canvasNoun: 'a file',
+      placeholder: 'Reference a file from a previous block',
+      condition: { field: 'operation', value: 'windchill_upload_primary_content' },
+      mode: 'advanced',
+      required: true,
+    },
+    {
+      id: 'attachmentFilesUpload',
+      title: 'Attachments',
+      type: 'file-upload',
+      canonicalParamId: 'attachmentFiles',
+      canvasNoun: 'files',
+      placeholder: 'Upload up to 10 attachment files',
+      condition: { field: 'operation', value: 'windchill_upload_attachments' },
+      mode: 'basic',
+      multiple: true,
+      required: true,
+    },
+    {
+      id: 'attachmentFilesReference',
+      title: 'Attachments',
+      type: 'short-input',
+      canonicalParamId: 'attachmentFiles',
+      canvasNoun: 'files',
+      placeholder: 'Reference files from a previous block',
+      condition: { field: 'operation', value: 'windchill_upload_attachments' },
+      mode: 'advanced',
+      required: true,
+    },
+  ],
+  tools: {
+    access: [
+      'windchill_list_documents',
+      'windchill_get_document',
+      'windchill_get_document_structure',
+      'windchill_get_valid_state_transitions',
+      'windchill_get_primary_content',
+      'windchill_list_attachments',
+      'windchill_create_document',
+      'windchill_create_documents',
+      'windchill_update_document',
+      'windchill_update_common_properties',
+      'windchill_update_documents',
+      'windchill_delete_document',
+      'windchill_delete_documents',
+      'windchill_check_out_document',
+      'windchill_check_out_documents',
+      'windchill_check_in_document',
+      'windchill_check_in_documents',
+      'windchill_undo_check_out_document',
+      'windchill_undo_check_out_documents',
+      'windchill_revise_document',
+      'windchill_revise_documents',
+      'windchill_set_lifecycle_state',
+      'windchill_update_document_security_labels',
+      'windchill_download_primary_content',
+      'windchill_upload_primary_content',
+      'windchill_download_attachment',
+      'windchill_upload_attachments',
+    ],
+    config: {
+      tool: (params) => params.operation,
+      params: (params) => {
+        const {
+          operation,
+          documents,
+          attributes,
+          commonProperties,
+          documentOids,
+          securityLabelUpdates,
+          primaryFile,
+          attachmentFiles,
+          top,
+          skip,
+          structureDepth,
+          count,
+          latestVersion,
+          keepCheckedOut,
+          ...rest
+        } = params
+
+        return {
+          ...rest,
+          ...(documents === undefined || documents === ''
+            ? {}
+            : { documents: parseJsonField(documents, 'documents', 'array') }),
+          ...(attributes === undefined || attributes === ''
+            ? {}
+            : { attributes: parseJsonField(attributes, 'attributes', 'object') }),
+          ...(commonProperties === undefined || commonProperties === ''
+            ? {}
+            : {
+                commonProperties: parseJsonField(commonProperties, 'commonProperties', 'object'),
+              }),
+          ...(documentOids === undefined || documentOids === ''
+            ? {}
+            : { documentOids: parseJsonField(documentOids, 'documentOids', 'array') }),
+          ...(securityLabelUpdates === undefined || securityLabelUpdates === ''
+            ? {}
+            : {
+                securityLabelUpdates: parseJsonField(
+                  securityLabelUpdates,
+                  'securityLabelUpdates',
+                  'array'
+                ),
+              }),
+          ...(primaryFile
+            ? { primaryFile: normalizeFileInput(primaryFile, { single: true }) }
+            : {}),
+          ...(attachmentFiles ? { attachmentFiles: normalizeFileInput(attachmentFiles) } : {}),
+          top: coerceNumber(top, 'top'),
+          skip: coerceNumber(skip, 'skip'),
+          structureDepth: coerceNumber(structureDepth, 'structureDepth'),
+          count: coerceBoolean(count),
+          latestVersion: coerceBoolean(latestVersion),
+          keepCheckedOut: coerceBoolean(keepCheckedOut),
+        }
+      },
+    },
+  },
+  inputs: {
+    operation: { type: 'string', description: 'Operation to perform' },
+    baseUrl: { type: 'string', description: 'Complete versioned Windchill OData service root' },
+    username: { type: 'string', description: 'Windchill username' },
+    password: { type: 'string', description: 'Windchill password' },
+    documentOid: { type: 'string', description: 'WT.Document OID' },
+    documentOids: { type: 'array', description: 'WT.Document OIDs' },
+    attachmentOid: { type: 'string', description: 'Attachment content OID' },
+    name: { type: 'string', description: 'Document name' },
+    number: { type: 'string', description: 'Document number' },
+    title: { type: 'string', description: 'Document title' },
+    description: { type: 'string', description: 'Document description' },
+    containerOid: { type: 'string', description: 'Container OID' },
+    folderOid: { type: 'string', description: 'Folder OID' },
+    attributes: { type: 'json', description: 'Document attributes' },
+    commonProperties: { type: 'json', description: 'Common document properties' },
+    documents: { type: 'array', description: 'Bulk document inputs' },
+    checkOutNote: { type: 'string', description: 'Checkout note' },
+    checkInNote: { type: 'string', description: 'Check-in note' },
+    keepCheckedOut: { type: 'boolean', description: 'Keep document checked out after check-in' },
+    versionId: { type: 'string', description: 'Target revision identifier' },
+    stateValue: { type: 'string', description: 'Internal lifecycle state value' },
+    stateDisplay: { type: 'string', description: 'Displayed lifecycle state value' },
+    securityLabelUpdates: { type: 'array', description: 'Security-label updates' },
+    select: { type: 'string', description: 'Comma-separated normalized document fields' },
+    filter: { type: 'string', description: 'OData filter expression' },
+    orderBy: { type: 'string', description: 'OData order-by expression' },
+    top: { type: 'number', description: 'OData maximum result count ($top)' },
+    skip: { type: 'number', description: 'OData result offset' },
+    count: { type: 'boolean', description: 'Whether to include the OData count' },
+    latestVersion: { type: 'boolean', description: 'Whether to return only latest versions' },
+    nextLink: { type: 'string', description: 'Next-page URL from a prior result' },
+    structureDepth: { type: 'number', description: 'Document structure expansion depth' },
+    fileName: { type: 'string', description: 'Optional downloaded file name' },
+    primaryFile: { type: 'file', description: 'Primary content file' },
+    attachmentFiles: { type: 'array', description: 'Attachment files' },
+  },
+  outputs: {
+    operation: { type: 'string', description: 'Windchill operation that was executed' },
+    document: {
+      type: 'json',
+      description:
+        'Normalized document fields: id, name, number, title, description, state, stateDisplay, versionId, revision, version, latest, checkoutState, folderName, and folderLocation',
+      condition: {
+        field: 'operation',
+        value: ['windchill_get_document', ...SINGLE_MUTATION_OPERATIONS],
+      },
+    },
+    documents: {
+      type: 'json',
+      description: 'Array of normalized documents with the same fields as document',
+      condition: {
+        field: 'operation',
+        value: ['windchill_list_documents', ...BULK_MUTATION_OPERATIONS],
+      },
+    },
+    structure: {
+      type: 'json',
+      description: 'Array of usage links containing id, parent, child, and recursive children',
+      condition: { field: 'operation', value: 'windchill_get_document_structure' },
+    },
+    states: {
+      type: 'json',
+      description: 'Array of valid lifecycle states containing value and display',
+      condition: { field: 'operation', value: 'windchill_get_valid_state_transitions' },
+    },
+    content: {
+      type: 'json',
+      description:
+        'Primary-content metadata including identifiers, file metadata, OData content type, display name, URL location, and external-storage location',
+      condition: { field: 'operation', value: 'windchill_get_primary_content' },
+    },
+    attachments: {
+      type: 'json',
+      description: 'Array of attachment records with the same fields as content',
+      condition: { field: 'operation', value: 'windchill_list_attachments' },
+    },
+    pageInfo: {
+      type: 'json',
+      description: 'OData page information containing count, totalCount, and nextLink',
+      condition: { field: 'operation', value: PAGINATED_OPERATIONS },
+    },
+    affectedIds: {
+      type: 'array',
+      description: 'Affected document identifiers',
+      condition: { field: 'operation', value: AFFECTED_ID_OPERATIONS },
+    },
+    uploadedFileNames: {
+      type: 'array',
+      description: 'Uploaded file names',
+      condition: { field: 'operation', value: UPLOAD_OPERATIONS },
+    },
+    file: {
+      type: 'file',
+      description: 'Downloaded file',
+      condition: { field: 'operation', value: DOWNLOAD_OPERATIONS },
+    },
+    fileName: {
+      type: 'string',
+      description: 'Downloaded file name',
+      condition: { field: 'operation', value: DOWNLOAD_OPERATIONS },
+    },
+    mimeType: {
+      type: 'string',
+      description: 'Downloaded content MIME type',
+      condition: { field: 'operation', value: DOWNLOAD_OPERATIONS },
+    },
+  },
+}
+
+export const WindchillBlockMeta = {
+  tags: ['content-management', 'document-processing'],
+  url: 'https://www.ptc.com/en/products/windchill',
+  templates: [
+    {
+      icon: WindchillIcon,
+      title: 'Windchill document approval intake',
+      prompt:
+        'Build a workflow that creates a Windchill document from an approved intake form, uploads its primary content, and sends the resulting document identifier to the requester.',
+      modules: ['files', 'workflows'],
+      category: 'operations',
+      tags: ['plm', 'documents', 'automation'],
+    },
+    {
+      icon: WindchillIcon,
+      title: 'Windchill lifecycle readiness review',
+      prompt:
+        'Create a workflow that reads a Windchill document and its valid lifecycle transitions, checks required metadata, and produces a readiness report before release.',
+      modules: ['agent', 'workflows'],
+      category: 'operations',
+      tags: ['plm', 'quality', 'review'],
+    },
+    {
+      icon: WindchillIcon,
+      title: 'Windchill structure change summary',
+      prompt:
+        'Build a workflow that retrieves a Windchill document structure and generates a concise summary of child-document names, versions, states, and missing metadata.',
+      modules: ['agent', 'workflows'],
+      category: 'engineering',
+      tags: ['plm', 'documents', 'analysis'],
+    },
+    {
+      icon: WindchillIcon,
+      title: 'Windchill controlled document release',
+      prompt:
+        'Create a workflow that checks in a Windchill document, validates an allowed lifecycle transition, and moves it to the approved release state.',
+      modules: ['agent', 'workflows'],
+      category: 'operations',
+      tags: ['plm', 'release', 'governance'],
+    },
+    {
+      icon: WindchillIcon,
+      title: 'Windchill attachment package',
+      prompt:
+        'Build a workflow that uploads a set of inspection files as Windchill document attachments and returns the accepted file names for an audit record.',
+      modules: ['files', 'workflows'],
+      category: 'operations',
+      tags: ['plm', 'files', 'quality'],
+    },
+    {
+      icon: WindchillIcon,
+      title: 'Windchill revision preparation',
+      prompt:
+        'Create a workflow that checks out a Windchill document, updates selected attributes, checks it in with notes, and revises it for the next change cycle.',
+      modules: ['workflows'],
+      category: 'engineering',
+      tags: ['plm', 'versioning', 'automation'],
+    },
+    {
+      icon: WindchillIcon,
+      title: 'Windchill document inventory',
+      prompt:
+        'Build a scheduled workflow that pages through Windchill documents, records their numbers, versions, states, and folder locations in a table, and flags stale checked-out documents.',
+      modules: ['scheduled', 'tables', 'workflows'],
+      category: 'operations',
+      tags: ['plm', 'inventory', 'monitoring'],
+    },
+  ],
+  skills: [
+    {
+      name: 'find-latest-controlled-documents',
+      description:
+        'Find current Windchill documents with bounded filters, selected fields, and pagination.',
+      content:
+        '# Find Latest Controlled Documents\n\nLocate the current Windchill documents that match a business or lifecycle condition without loading an unbounded result set.\n\n## Steps\n1. Use List Documents with an OData filter, a maximum result count no larger than 200, and Latest Version Only enabled.\n2. Select only the normalized fields needed for the request, such as ID, Number, Name, Version, State, and FolderLocation.\n3. If more results are needed, follow the returned nextLink one page at a time until the requested scope is satisfied.\n4. Use Get Document for any item that needs a focused follow-up check.\n\n## Output\nReturn the matching document OIDs, numbers, names, versions, lifecycle states, and the next-page URL when more results remain.',
+    },
+    {
+      name: 'release-controlled-document',
+      description:
+        'Validate a Windchill document and move it through a permitted lifecycle transition.',
+      content:
+        '# Release Controlled Document\n\nValidate a document before moving it to a requested Windchill lifecycle state.\n\n## Steps\n1. Use Get Document to retrieve the current revision, state, checkout status, and required metadata.\n2. If the document is checked out, use Check In Document with a meaningful note before attempting a state change.\n3. Use Get Valid State Transitions and confirm the requested state appears in the returned values. Each entry is a value/display pair.\n4. Use Set Lifecycle State only after the transition is confirmed, passing both State Value and State Display from that same pair - Windchill rejects the call if either is missing.\n5. Some Windchill configurations route releases through a Promotion Request instead of a direct state change. If Set Lifecycle State is refused, report that rather than retrying.\n\n## Output\nReport the document OID, prior state, resulting state, revision, and any validation issue that prevented release.',
+    },
+    {
+      name: 'audit-document-structure',
+      description:
+        'Inspect a Windchill document structure recursively and summarize child-document readiness.',
+      content:
+        '# Audit Document Structure\n\nInspect a document and its recursively expanded child usage links for version or lifecycle issues.\n\n## Steps\n1. Use Get Document Structure with the requested depth, keeping the depth as small as the audit needs.\n2. Traverse every returned children array and record each child document OID, number, version, and state.\n3. Flag missing metadata, non-latest versions, duplicate child references, or documents outside the requested lifecycle state.\n\n## Output\nReturn a hierarchical summary of the structure plus a concise list of issues, including the affected document OIDs.',
+    },
+    {
+      name: 'manage-document-content-package',
+      description:
+        'Upload or retrieve a Windchill document primary file and its supporting attachments.',
+      content:
+        '# Manage Document Content Package\n\nTransfer a document primary-content file and its supporting attachments while preserving a clear audit result.\n\n## Steps\n1. Use Get Primary Content and List Attachments to inspect the current content before changing it.\n2. Use Upload Primary Content for the authoritative document file and Upload Attachments for supporting files. Upload at most 10 attachments per call.\n3. When retrieval is requested, use Download Primary Content or Download Attachment with the exact document and content OIDs.\n\n## Output\nReport the document OID, accepted or downloaded file names, content roles, and any file that failed to transfer.',
+    },
+    {
+      name: 'prepare-document-revision',
+      description:
+        'Check out, update, check in, and revise a Windchill document through a controlled change cycle.',
+      content:
+        '# Prepare Document Revision\n\nApply a controlled metadata change and prepare the document for its next Windchill revision.\n\n## Steps\n1. Use Get Document to confirm the document OID, current version, lifecycle state, and checkout state.\n2. Use Check Out Document with a concise note, then read document.id from the response.\n3. If document.id differs from the OID you checked out, Windchill returned a working-copy identifier: use it for Update Document and Check In Document. If it matches, keep using the original OID. Never assume which - always read it back. Update only the editable attributes that must change, then check in with a change summary.\n4. Use Revise Document only when a new revision is requested, supplying a target version ID only when the Windchill installation requires one.\n\n## Output\nReport the OID you checked out, the OID you actually edited, the original version, the resulting version or revision, changed attribute names, and final checkout and lifecycle states.',
+    },
+    {
+      name: 'retire-superseded-documents',
+      description:
+        'Move superseded Windchill documents to an obsolete lifecycle state instead of deleting them.',
+      content:
+        '# Retire Superseded Documents\n\nPLM practice is to obsolete controlled documents rather than delete them, so history and references survive.\n\n## Steps\n1. Use List Documents to gather the retirement population, selecting ID, Number, Name, Version, and State.\n2. For each candidate, use Get Valid State Transitions and confirm the obsolete state is reachable. Skip and report any document that cannot make the transition rather than forcing it.\n3. Use Set Lifecycle State with the value/display pair returned in step 2.\n4. Use Update Document only if the installation records a retirement reason or date as an editable attribute. Do not attempt to change Name, Number, or Organization.\n5. Prefer Set Lifecycle State over Delete Document. Delete only when the request explicitly asks for removal.\n\n## Output\nReport each document OID with its prior and resulting state, and list every document skipped along with the reason.',
+    },
+    {
+      name: 'reclaim-stale-checkouts',
+      description:
+        'Find Windchill documents left checked out and release the locks in bounded batches.',
+      content:
+        '# Reclaim Stale Checkouts\n\nDocuments left checked out by someone unavailable block everyone else. Release those locks deliberately.\n\n## Steps\n1. Use List Documents with Select including ID, Number, Name, and CheckoutState. Do NOT put checkout state in the Filter field - Windchill does not allow filtering on it and the request will fail.\n2. Filter the returned rows for a checked-out state in the workflow itself, following the next-page URL until the requested scope is covered.\n3. Confirm the intended scope with the requester before releasing anything. Undoing a checkout discards that working copy and any uncommitted edits.\n4. Use Undo Check Out Documents in batches of at most 100. The action is all-or-nothing: if it fails for one document the whole batch rolls back, so retry with the failing document removed.\n\n## Output\nReport the documents found checked out, which locks were released, and any batch that rolled back together with the document that caused it.',
+    },
+  ],
+} as const satisfies BlockMeta
diff --git a/apps/sim/blocks/registry-maps.ts b/apps/sim/blocks/registry-maps.ts
index df788de8dab..0d5e57038a7 100644
--- a/apps/sim/blocks/registry-maps.ts
+++ b/apps/sim/blocks/registry-maps.ts
@@ -333,6 +333,7 @@ import { WebflowBlock, WebflowBlockMeta } from '@/blocks/blocks/webflow'
 import { WebhookRequestBlock } from '@/blocks/blocks/webhook_request'
 import { WhatsAppBlock, WhatsAppBlockMeta } from '@/blocks/blocks/whatsapp'
 import { WikipediaBlock, WikipediaBlockMeta } from '@/blocks/blocks/wikipedia'
+import { WindchillBlock, WindchillBlockMeta } from '@/blocks/blocks/windchill'
 import { WizaBlock, WizaBlockMeta } from '@/blocks/blocks/wiza'
 import { WordPressBlock, WordPressBlockMeta } from '@/blocks/blocks/wordpress'
 import { WorkdayBlock, WorkdayBlockMeta } from '@/blocks/blocks/workday'
@@ -659,6 +660,7 @@ export const BLOCK_REGISTRY: Record<string, BlockConfig> = {
   webhook_request: WebhookRequestBlock,
   whatsapp: WhatsAppBlock,
   wikipedia: WikipediaBlock,
+  windchill: WindchillBlock,
   wiza: WizaBlock,
   wordpress: WordPressBlock,
   workday: WorkdayBlock,
@@ -931,6 +933,7 @@ export const BLOCK_META_REGISTRY: Record<string, BlockMeta> = {
   webflow: WebflowBlockMeta,
   whatsapp: WhatsAppBlockMeta,
   wikipedia: WikipediaBlockMeta,
+  windchill: WindchillBlockMeta,
   wiza: WizaBlockMeta,
   wordpress: WordPressBlockMeta,
   workday: WorkdayBlockMeta,
diff --git a/apps/sim/components/emails/components/email-layout.tsx b/apps/sim/components/emails/components/email-layout.tsx
index 253f7512055..2b046586afc 100644
--- a/apps/sim/components/emails/components/email-layout.tsx
+++ b/apps/sim/components/emails/components/email-layout.tsx
@@ -1,18 +1,25 @@
 import { Body, Container, Font, Head, Html, Img, Preview, Section } from '@react-email/components'
 import { baseStyles } from '@/components/emails/_styles'
 import { EmailFooter } from '@/components/emails/components/email-footer'
+import { EMAIL_WORDMARK_SIZE } from '@/lib/branding/wordmark'
 import { getBaseUrl } from '@/lib/core/utils/urls'
 import { getBrandConfig } from '@/ee/whitelabeling'
 
 /**
- * Wordmark display size — exactly 1/4 of `wordmark.png`'s intrinsic 272×164.
- * The asset is a 4x source and must stay that way, since email clients do no
- * responsive image selection; changing one dimension alone distorts the mark.
+ * Sim's own wordmark: a committed raster export of the brand outlines in
+ * `@/lib/branding/wordmark`, since email clients strip inline SVG. Both
+ * dimensions are pinned because they do no responsive image selection either.
  */
-const WORDMARK_SIZE = { height: '41', width: '68' } as const
+const WORDMARK_SIZE = {
+  width: String(EMAIL_WORDMARK_SIZE.width),
+  height: String(EMAIL_WORDMARK_SIZE.height),
+} as const
 
-/** Whitelabeled logos are arbitrary aspect ratios, so only height is pinned. */
-const CUSTOM_LOGO_SIZE = { height: '34' } as const
+/**
+ * Whitelabeled logos are arbitrary aspect ratios, so only height is pinned —
+ * matched to the wordmark so both marks read at the same weight.
+ */
+const CUSTOM_LOGO_SIZE = { height: String(EMAIL_WORDMARK_SIZE.height) } as const
 
 interface EmailLayoutProps {
   /** Preview text shown in email client list view */
diff --git a/apps/sim/components/icons.tsx b/apps/sim/components/icons.tsx
index 7fdab31bfed..61aa41e35e8 100644
--- a/apps/sim/components/icons.tsx
+++ b/apps/sim/components/icons.tsx
@@ -2494,6 +2494,32 @@ export function DocumentIcon(props: SVGProps<SVGSVGElement>) {
   )
 }
 
+export function WindchillIcon(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg
+      viewBox='79 57 88 88'
+      role='img'
+      aria-label='Windchill icon'
+      xmlns='http://www.w3.org/2000/svg'
+      {...props}
+    >
+      <rect x='79' y='57' width='88' height='88' fill='#FFFFFF' />
+      <g fill='#3D4647'>
+        <polygon points='137.2,86.6 137.2,68.5 122.8,60.2 107.1,69.2' />
+        <polygon points='142.7,106.4 158.4,97.3 158.4,80.7 142.7,71.6' />
+        <polygon points='108.5,115.8 108.5,133.9 122.8,142.2 138.5,133.2' />
+        <polygon points='128.2,121 143.9,130.1 158.4,121.7 158.4,103.6' />
+        <polygon points='117.4,81.4 101.7,72.4 87.3,80.7 87.3,98.8' />
+        <polygon points='103,96 87.3,105.1 87.3,121.7 103,130.8' />
+      </g>
+      <polygon
+        fill='#40AA1D'
+        points='137.2,109.5 122.8,117.8 108.4,109.5 108.4,92.9 122.8,84.6 137.2,92.9'
+      />
+    </svg>
+  )
+}
+
 export function MintlifyIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg {...props} xmlns='http://www.w3.org/2000/svg' viewBox='0 0 19 19' fill='none'>
diff --git a/apps/sim/content/blog/secret-provenance/index.mdx b/apps/sim/content/blog/secret-provenance/index.mdx
index 55cb2046196..1c8ea444d61 100644
--- a/apps/sim/content/blog/secret-provenance/index.mdx
+++ b/apps/sim/content/blog/secret-provenance/index.mdx
@@ -1,191 +1,98 @@
 ---
 slug: secret-provenance
 title: 'Tracking Secrets Through an Agent Run'
-description: 'How Sim labels every resolved secret at the point it enters an execution, carries that label across tool calls and storage, and checks it at every boundary where data leaves the run.'
+description: 'How Sim tracks the secrets an agent run actually uses, carries that provenance across tools and storage, and redacts values at every egress boundary.'
 date: 2026-08-08
-updated: 2026-08-08
+updated: 2026-08-12
 authors:
   - vik
-readingTime: 12
+readingTime: 7
 tags: [Security, Secrets, Provenance, Architecture, Observability]
 ogImage: /blog/secret-provenance/cover.jpg
 ogAlt: 'Sim secret provenance technical overview'
 about: ['Security', 'Execution']
-timeRequired: PT12M
+timeRequired: PT7M
 canonical: https://www.sim.ai/blog/secret-provenance
-featured: false
+featured: true
 draft: false
 faq:
   - q: "How does Sim keep API keys out of workflow execution logs?"
-    a: "Sim labels a secret at the moment it is resolved into a running workflow, then replaces that exact value with its variable name at every boundary where data leaves the run. A Stripe key renders as {{STRIPE_KEY}} in the trace, so you can see which credential a failing request used without seeing the credential itself."
+    a: "Sim labels a secret when it is resolved into a running workflow, then replaces that exact value with its variable name before content reaches a trace, diagnostic, model, or other egress boundary. A Stripe key renders as {{STRIPE_KEY}}, so the trace remains useful without exposing the credential."
   - q: "Does Sim use regular expressions to detect secrets in logs?"
-    a: "No. Pattern matching is used by secret scanners because they don't know what they're looking for. Sim resolved the value itself, so it matches on the exact bytes of secrets this specific run activated. A credential that is configured in the workspace but never used in a run is never matched against that run's content."
+    a: "No. Sim resolved the secret itself, so it can compare content against the exact values activated in that run. Pattern matching is useful when a scanner does not know which secrets exist; the execution runtime has stronger context."
   - q: "What happens if Sim cannot determine whether content contains a secret?"
-    a: "Every boundary fails closed. If provenance for a piece of content cannot be fully established, the content is withheld rather than shown: a trace span keeps its structure, timings and block identity but loses its payload, and a tool result is withheld from the model."
-  - q: "Are secrets tracked across files and tables, or only within a single execution?"
-    a: "Across both. When a value crosses into durable storage such as a workspace file, a table cell, or a knowledge base document, an encrypted provenance record is stored alongside it with a version marker. A later run reading that data knows whether it carries secret material, and content whose provenance cannot be established is treated as unknown rather than assumed clean."
-  - q: "Why doesn't Sim use entropy to decide which secrets to redact?"
-    a: "Entropy measured over a value's own characters describes how varied the string is, not whether a substring match could be a coincidence. It scores real credentials badly: an all-f 32-character HMAC key scores 0.00 bits per character and a zero-padded cloud key id scores 1.02. At a 3.0 bits/char threshold, roughly 74% of random 16-digit values fall below the line. Sim uses length instead, which is the property that actually makes an accidental match implausible."
-  - q: "Which secrets does Sim guarantee to redact everywhere they appear?"
-    a: "Any stored value of eight characters or more is substituted at any offset in any surrounding text. That covers every credential class the secrets system is meant to hold: API keys and provider tokens, OAuth and bearer tokens, webhook signing secrets, database passwords, payment card numbers, vehicle identification numbers, and social security numbers. A value shorter than eight characters is not substituted, because substitution cannot hide a value that small — an observer who can read the surrounding text can enumerate it — while attempting to redact it corrupts the surrounding log."
-  - q: "Is the model treated as an internal component or as an egress boundary in Sim?"
-    a: "As an egress boundary. Content bound for a model provider is projected the same way trace content is, because that content leaves Sim's infrastructure, may be retained by the provider, and can be echoed back into a later turn under prompt injection."
+    a: "The boundary fails closed. The payload is withheld, while non-sensitive structure such as timing, block identity, and status remains available for debugging."
+  - q: "Are secrets tracked across files and tables, or only within one execution?"
+    a: "Across both. Durable content such as workspace files, table cells, knowledge documents, and agent memory carries encrypted provenance so a later run does not mistake secret-bearing data for clean data."
+  - q: "Is the model treated as an internal component or an egress boundary?"
+    a: "An egress boundary. Model-bound content leaves Sim's infrastructure, may be retained by the provider, and can be echoed in a later turn, so it is projected before the request is sent."
 ---
 
-Every agent run that touches a third-party API has the same shape. A credential comes out of workspace configuration, gets substituted into a request, and goes somewhere. That part is easy. What happens afterwards is the part worth thinking about.
+Secrets usually do not leak when an application first reads them. They leak after they have been copied into an error, passed to another service, or written somewhere that outlives the request.
 
-Say a run calls Stripe and the key has expired. The API returns a 401, and the error body quotes part of the request back at you. The agent passes that error to the model so it can decide what to do next, and the model writes a short summary of what went wrong. The execution logger records the whole exchange. A Function block later in the run writes a file. A block after that reads the file.
+Take a failed API call. An agent resolves a credential, sends the request, and receives an error containing some of the request context. The error goes to a model so the agent can decide what to do next, while the execution trace records the exchange. If a later block writes the result to a file, the same data can reappear in another run. None of these steps is unusual. Together, they give one credential several chances to escape.
 
-One credential, seven hops, and most of them end somewhere a person, a model, or a database is going to read. [Sensitive information disclosure](https://genai.owasp.org/llmrisk/llm02-insecure-output-handling/) is the second entry in the 2025 OWASP Top 10 for LLM Applications, and the leak surfaces it names are exactly the ones in that paragraph: prompts, responses, logs, cached conversations, and integrations with external tools.
+That is the problem behind [sensitive information disclosure](https://genai.owasp.org/llmrisk/llm022025-sensitive-information-disclosure/) in LLM applications. By the time a secret reaches a prompt, trace, tool result, or file, it may be several layers removed from the variable that introduced it.
 
-The usual way to handle this is to look for things that resemble secrets. [LangSmith](https://docs.langchain.com/langsmith/mask-inputs-outputs) gives you rule-based masking with regex patterns for API keys and tokens. [Langfuse](https://langfuse.com/docs/observability/features/masking) lets you supply a masking function that runs over every event before data leaves your process. If you are a library handed an opaque payload, that is a sensible design — pattern matching is the only information you have.
+Most masking systems see the data near the end of that journey. [LangSmith](https://docs.langchain.com/langsmith/mask-inputs-outputs) supports rule-based masking and custom processors; [Langfuse](https://langfuse.com/docs/observability/features/masking) lets applications transform trace data before export. When a library receives an opaque payload, looking for patterns is a reasonable approach. It has little else to go on.
 
-We were in a different position, and it took us a while to notice how different. Sim resolves the credential itself. At the moment a secret enters an execution we already know its exact bytes, which variable it came from, and which block asked for it. Guessing at a value you are holding is strictly worse than comparing against it.
+Sim sits earlier in the path. The runtime resolves the credential, calls the tool, invokes the model, and writes the file. It already knows the value, the variable it came from, and which execution used it. We can preserve that context instead of trying to rediscover the secret later.
 
-That does not mean the answer is to redact as much as possible. Blank out anything you cannot prove is safe and you get logs nobody can debug with, which defeats the point of having logs at all. Redact only what you happen to recognize and you get logs that leak. The useful system lives between those two, and most of what follows is about finding that line and being precise about which side of it a given case falls on.
+## Follow the Secret, Not Its Shape
 
-## Architecture Overview
+Every workflow execution carries a **resolved-secret registry**. It starts with the credentials available to the run, but only activates a secret when its runtime value matches the configured value. Seeing the name `STRIPE_KEY` somewhere is not proof that the key was used; resolving the stored value is.
 
-Each workflow execution carries a **resolved-secret registry**: a catalog of the credentials available to that run, plus the subset that have actually been *activated*. Everything else reads from it.
-
-The lifecycle has three stages.
+From there, the registry follows a three-part lifecycle:
 
 ![Activation, propagation and projection across an agent run](/blog/secret-provenance/lifecycle.png)
 
-**Activation** happens when a `{{STRIPE_KEY}}` reference in a block resolves into the real key. The registry only activates that entry if the value that showed up at runtime matches the configured value exactly.
-
-**Propagation** carries the label along with the value — through a tool call into a third-party API and back through its response, through a Function block into the sandbox and out through whatever it returns, into a file the agent writes and out again when a later block reads it.
-
-**Projection** is the check. Before content becomes a trace span, part of a prompt, or a line in a log stream, any known secret value in it is replaced with the name it came from. The Stripe key shows up as `{{STRIPE_KEY}}`.
-
-The point of all this is that the trace stays useful. You can still see that the 401 came from the request carrying `{{STRIPE_KEY}}`, which tells you which credential to rotate. You just cannot see the credential.
-
-## Activation: Proving a Secret Was Actually Used
-
-The registry does not activate an entry because a name turned up somewhere. It activates when the resolved runtime value equals the configured one.
-
-That sounds like a pedantic distinction, and it is the reason the whole thing stays workable. Without it, every credential in the workspace would be a candidate on every run. The matcher would grow with the size of your workspace rather than the scope of the run, and a workflow that touched nothing sensitive would still pay to have all of its output scanned against every key your team owns. With it, the active set is exactly the secrets this run genuinely used.
-
-The resolver also records *where* the substitution happened, not just that it did. When a tool call finishes, its registry merges back into the turn-scoped one, so provenance accumulates in the order the run actually executed rather than being reconstructed at the end from a snapshot.
-
-## Projection: The Four Places Data Leaves
-
-Boundaries fall into four categories, and they behave differently enough to be worth taking one at a time.
-
-**The model.** Content bound for a model provider is projected before it is formatted into a request. We treat the model as a network boundary, not an internal component — the content leaves our infrastructure, it may be retained on the other side, and under prompt injection an attacker's whole objective is often to get the model to repeat something it is holding. This is worth deciding early. Retrofitting it later means auditing every path by which a string can reach a prompt, and there are more of those than you think.
-
-**Traces and diagnostics.** Execution traces, block inputs and outputs, provider timings, tool call arguments, error diagnostics — all projected before they are persisted or displayed. Error paths deserve particular suspicion here, because a stack trace or a provider error body will happily quote whatever it was handed.
-
-**Durable storage.** Files, table cells, knowledge base documents and agent memory all outlive the run that produced them. If provenance stopped at the end of an execution, a secret written in one run and read back in another would launder itself through storage. So durable writes carry an encrypted provenance record and a version marker alongside the content. An empty marker means the row predates the system and is treated as legacy; a set marker means the record has to match. Content whose provenance cannot be established is marked `unknown`, which is deliberately a different state from clean rather than a synonym for it.
-
-Enforcing that is a rollout, and it is deliberately opt-*out*. A caller that names no surface refuses an `unknown` classification outright, which is what anything unreviewed gets by default. The surfaces that do name one — agent memory, table rows, knowledge documents — currently record the gap instead of failing the run, while enforcement is switched on one surface at a time.
-
-**Tool results.** A result crossing back into the model goes through the same machinery, against the JSON-normalized value rather than the raw string, so a secret that arrives as a number, a boolean, or a nested field is handled rather than only the top-level strings.
-
-## Failing Closed
-
-Every one of those boundaries fails closed.
-
-When provenance for a piece of content cannot be fully established — the registry is incomplete, a value cannot be materialized, a size budget is exceeded — the content is withheld instead of shown. A trace span keeps its structure, timings, block identity and status, and loses its payload. A tool result is withheld from the model. A diagnostic degrades to its error type and a note about whether a stack existed.
+The secret is **activated** when it is resolved, its provenance is **propagated** as data moves through tools and blocks, and the value is **projected** before it crosses a boundary. Projection replaces the raw value with its variable name, so a trace shows `{{STRIPE_KEY}}` instead of the key itself.
 
-This is annoying often enough that it is worth defending. A system that fails open under uncertainty leaks at exactly the moment it is least sure what it is holding, which is the worst possible time to be generous.
+That is more useful than a generic `[REDACTED]`. If a request fails, the trace still tells the operator which credential was involved. The value is gone, but the identity needed to debug or rotate it remains.
 
-There is one subtlety here that cost us a round of debugging. The check that verifies a projection has to be built with the same configuration as the projection it verifies. It is answering "did I substitute what I promised to substitute," not "does this content contain anything interesting." Give the verifier a wider view than the substituter and it starts demanding replacements the substituter deliberately declined to make, and perfectly correct content gets dropped. The two are a promise and a check, and they have to agree on the terms.
+## Everywhere the Value Can Go
 
-## Prior Art: Taint Tracking, Inverted
+An agent has more ways to move data than a conventional request-response service, which is why projection cannot live in one logging hook.
 
-None of the theory here is new. What is new is the runtime it is pointed at.
+A model request is an egress boundary. Content sent to a provider has left Sim's infrastructure, may be retained, and may be repeated in a later turn. We project it before the provider request is formatted, not after the response comes back.
 
-Dorothy Denning formalized this class of system in 1976 in [A Lattice Model of Secure Information Flow](https://dl.acm.org/doi/10.1145/360051.360056): classify data, define which flows between classes are allowed, verify programs against that structure. Myers and Liskov extended it in 1997 with the [decentralized label model](https://www.cs.cornell.edu/andru/papers/iflow-sosp97/paper.html), which added the piece that makes it practical — controlled *declassification*, a way to release labeled data in a form that no longer carries the sensitive part.
+Traces and diagnostics need the same treatment. Block inputs, tool arguments, provider responses, error bodies, and stack traces are projected before they are stored or displayed. Failure paths are especially important because upstream services often echo request context in their errors.
 
-The most widely deployed version is probably Perl's [taint mode](https://perldoc.perl.org/perlsec), which has been shipping since the 1990s. Perl marks external input as tainted, propagates that mark through every expression the value touches, and refuses to let tainted data reach a shell, a file operation, or a subprocess. Its propagation rule is deliberately paranoid: "if an expression contains tainted data, any subexpression may be considered tainted, even if the value of the subexpression is not itself affected by the tainted data."
+Results returning from tools and Function blocks are checked before they become model context. The check runs over the structured result rather than only its top-level strings, so a value nested inside JSON does not slip through because of where it landed.
 
-What we have is the same shape with the polarity flipped. Perl taints untrusted input and guards dangerous operations. We label trusted secrets and guard outbound boundaries. And swapping in `{{STRIPE_KEY}}` for a raw value is declassification in the Myers–Liskov sense: a deliberate, labeled transformation that lets the data out in a form that no longer carries the secret.
+Storage is the boundary that is easiest to miss. Workspace files, table cells, knowledge documents, and agent memory can all survive the execution that created them. Without durable provenance, a secret written during one run would look like ordinary data when another run read it back. Sim stores an encrypted provenance record and version marker alongside that content, allowing a later read to distinguish data known to be clean from data whose history is unknown.
 
-## The Matching Problem: What Counts as an Occurrence
+When that history cannot be established, we do not treat `unknown` as `clean`. The payload is withheld, while safe parts of the record remain available: block identity, timing, status, and error type. A tool result can be kept out of model context without hiding the fact that the tool ran. The refusal also records where it happened and what made the registry incomplete, so failing closed does not mean debugging blind.
 
-The architecture was not the hard part. The hard part was deciding what counts as an occurrence of a secret.
+## Exact Matching, With One Limit
 
-The obvious implementation replaces the secret's bytes everywhere they appear, and it works fine until a secret is short. One of ours was the word `test`. It matched inside the word "latest," and a trace line reading `the latest news` came out as `the la{{Test}} news`. We shipped that, and it was a useful thing to ship, because it forced us to answer a question we had been answering implicitly: when is a substring match plausibly a coincidence?
+A scanner reading arbitrary text has to guess. It looks for known prefixes, regular expressions, or strings that appear random enough to be credentials. Sim has a narrower job: compare the content produced by this run with the exact secret values the run activated.
 
-Our first instinct was entropy, since that is what secret scanners use. [detect-secrets](https://github.com/Yelp/detect-secrets/blob/master/detect_secrets/plugins/high_entropy_strings.py) ships thresholds of 4.5 bits per character for base64 and 3.0 for hex, and Gitleaks treats entropy as a modifier on a regex match rather than a signal on its own.
+Exact matching avoids depending on a known credential format, and it keeps the work scoped to the current execution rather than every secret in the workspace. It also raises a practical question: how short can a value be before literal replacement does more harm than good?
 
-Borrowing that turned out to be a mistake, and not a close one. Shannon entropy over a value's own characters tells you how varied the string is, which is a genuinely different question from whether an accidental match is possible. Run it against real credentials and it falls apart:
-
-| value | bits/char |
-|---|---|
-| all-`f` 32-character HMAC key | 0.00 |
-| zero-padded test card number | 0.34 |
-| zero-padded cloud key id | 1.02 |
-| repeated-block hex, 32 chars | 2.16 |
-
-Randomly generated values do not fare much better, because the entropy of a short sample is a biased estimate of the distribution it came from. At a 3.0 threshold, 46% of random 12-character hex values and 74% of random 16-digit values fall below the line. An entropy gate tuned tightly enough to catch `test` would have quietly stopped protecting a large share of genuine credentials.
-
-Length is the property that actually matters. A short value can turn up inside ordinary text; a long one effectively cannot.
-
-Our first fix used length as a floor for matches inside a larger token, but kept a second tier below it. A short value was still substituted when the match stood on its own — alone in a field, delimited, or as the entire value — on the theory that those positions made it unambiguous.
-
-That tier held until it didn't, and both times it broke the same way: a variable whose value was too ordinary to be distinctive.
-
-The first was a small number, the kind of thing you store as a retry limit or a page size. It sits alone in a field, which is precisely the position the tier trusted. So every unrelated occurrence of that same number elsewhere in the run got rewritten into a variable name, and the trace became misleading in exactly the places where a number mattered.
-
-The second was worse. A feature-flag variable held `false`, and boolean columns are full of `false`. A single run rewrote thousands of legitimate cells into a redaction marker, and what had been in them was gone from the log for good.
-
-Both were patched with per-value exception lists. A rule that needs an exception list is telling you something, and what it was telling us is that position was never the variable that mattered. Knowing a `7` stands alone rather than sitting inside a longer number tells you nothing about whether it is the secret, because there are only ten things it could have been.
-
-So the tier is gone, the exception lists went with it, and one constant governs the question:
-
-**A value of eight characters or more is substituted everywhere it appears. A value shorter than that is never substituted at all.**
-
-The floor is applied where values are turned into matchers, so it governs detection and substitution alike. Something that short is not rewritten out of content, and is not recorded into durable provenance as something a later read has to redact either.
-
-## What the Floor Actually Protects
-
-Eight characters sounds like a hole until you check it against the things people actually put in a secrets system.
-
-| stored value | length | substituted anywhere |
-|---|---|---|
-| API keys and provider tokens | 20–64 | yes |
-| OAuth and bearer tokens | 32+ | yes |
-| Webhook signing secrets | 32+ | yes |
-| Vehicle identification number | 17 | yes |
-| Payment card number | 16 | yes |
-| Database password | typically 12+ | yes |
-| Social security number | 9 | yes |
+Sim uses eight characters as the floor.
 
 ![Which values clear the eight-character substitution floor](/blog/secret-provenance/length-floor.png)
 
-Every credential class the system exists to hold clears the floor comfortably, which means every one of them is substituted at any offset, in any surrounding text. What falls below it is flags, environment names, short test values, single characters — and occasionally a genuinely short secret, which is the part we are choosing to give up.
-
-That choice is easier than it looks, because substitution cannot really hide a value that small anyway. Anyone who can read the surrounding text can enumerate a space of ten, or a hundred. Redacting a single digit does not protect the digit; it just destroys the line it appeared in. The floor buys back log fidelity at a price that was already close to zero.
-
-Which is the balance the whole design is aiming at. Not "every byte that might be sensitive is gone" — that takes the logs with it, and as the flag variable showed, it does not reliably protect anything either. Something narrower and checkable instead: the credential classes worth protecting are protected unconditionally, the trace stays readable, and the cases we decline to redact are ones we can name out loud.
-
-One more limit belongs in that list rather than in a footnote. Matching is on exact bytes, so a value *derived* from a secret — a hash, a signature, a base64 re-encoding — is not the secret's bytes and is not caught. That is a property of the approach, not an oversight.
-
-## Explaining a Refusal
+Short values appear constantly in normal data. Booleans, counters, environment names, and small configuration values can all be sensitive in context, but replacing every identical occurrence would distort the trace without meaningfully hiding the value. Anyone who can see the surrounding context can usually enumerate a tiny value anyway.
 
-Failing closed is right for content and wrong for diagnostics, and separating those took us a second pass.
+Entropy does not answer this question. It measures variation within a string, not the chance that an exact match occurred by accident. A valid credential may be repetitive or numeric, while a short random sample may score lower than expected. Length tracks the collision problem more directly, leaving us with a rule that can be tested without a growing list of format-specific exceptions:
 
-Incompleteness is one-way by design. Once any guard trips, the registry stays incomplete for the rest of the run and every model projection after it refuses. That part is correct: a registry that cannot account for what it holds has no business claiming it sanitized anything. The problem was what the user saw. Every refusal surfaced as the same fixed sentence, and the guard responsible might have tripped many frames — or a whole process — earlier. Any guard could set the flag, and none of them recorded that it had.
+**A value of eight characters or more is substituted at any offset in any surrounding text. A shorter value is not substituted.**
 
-Two changes fixed that without widening what reaches the user. Guards now set a named reason when they latch the registry, so the cause can be recovered afterwards instead of inferred. Originating causes log at error, since they permanently fail the run; guards that are only carrying an upstream fault forward log at warn, so one fault does not read like several.
+Eight characters is not a universal definition of a secret. It is the point at which literal replacement becomes useful for this system. API keys, bearer tokens, webhook signing secrets, database passwords, payment card numbers, and similar identifiers clear the floor. A genuinely short secret does not, and we document that limit rather than pretending a heuristic can remove it.
 
-Each boundary that refuses also reports which boundary it was, using a stable identifier the call site picks rather than one derived from the stack, so it survives refactors and stays greppable. That reporting is deduplicated per registry, because an agent projects tool input on every iteration of its loop and a latched registry would otherwise emit an identical line for every one of them.
+There is another boundary to the guarantee: matching uses exact bytes. A hash, signature, or re-encoding derived from a secret no longer contains those bytes and will not be caught by the same matcher.
 
-The general version of this: a system that fails closed owes its operator an explanation, and the explanation belongs at the point of refusal, where the failing boundary and the original cause are both still in hand.
+## Taint Tracking in Reverse
 
-## Conclusion
+Seen through the lens of information-flow security, this is an old idea pointed in a different direction. Dorothy Denning's [lattice model](https://dl.acm.org/doi/10.1145/360051.360056) described how data can be classified and constrained as it moves between security levels. Myers and Liskov's [decentralized label model](https://www.cs.cornell.edu/andru/papers/iflow-sosp97/paper.html) added controlled declassification: releasing labeled data only after transforming it into a safe form.
 
-What makes any of this tractable is not the matching machinery — that part is fiddly but ordinary. It is that the runtime resolved the variable, called the tool, invoked the model, and wrote the file, so it knows the chain. A masking hook in an observability SDK sees a payload at the moment you hand it over and nothing at all about where those bytes came from, which is why pattern matching is the only move available to it.
+Perl users may recognize the shape from [taint mode](https://perldoc.perl.org/perlsec), which marks external input as untrusted and stops it from reaching sensitive operations without validation. Sim flips the polarity. We label trusted secrets, carry that label through the runtime, and check it wherever data leaves.
 
-If you are building something similar, the decisions that mattered most for us:
+The visible part is the substitution from a raw key to `{{STRIPE_KEY}}`. The useful part is everything that made the substitution dependable: knowing that this run used the key, keeping that knowledge attached as the value moved, and refusing to guess when the chain was incomplete.
 
-- Activate on proof, not on name. Verify the resolved value against the configured one, so what you track is the run's actual secrets rather than everything the workspace happens to hold.
-- Treat the model as egress rather than as an internal component. It is far cheaper to decide that before there are fifty paths into a prompt.
-- Prefer one rule you can state in a sentence over a tiered one with exceptions. A rule that needs a per-value exception list is telling you it does not hold.
-- Fail closed everywhere, and make the degraded state structurally useful — a trace with timings and no payload is still worth having. Then make the refusal itself say which boundary refused, and why.
-- Be suspicious of entropy as a proxy for anything. Measure it against your own credentials before you trust it.
+By the time a log filter receives a string, most of that context is already gone. Keeping it from the moment of resolution lets the trace say which credential was involved without ever showing the credential itself. That small difference is what makes the logs both safer and worth reading.
 
 ---
 
diff --git a/apps/sim/enrichments/work-email/work-email.ts b/apps/sim/enrichments/work-email/work-email.ts
index 5fe87917e36..c001fc11c44 100644
--- a/apps/sim/enrichments/work-email/work-email.ts
+++ b/apps/sim/enrichments/work-email/work-email.ts
@@ -20,7 +20,7 @@ export const workEmailEnrichment: EnrichmentConfig = {
   icon: Mail,
   inputs: [
     { id: 'fullName', name: 'Full name', type: 'string', required: true },
-    { id: 'companyDomain', name: 'Company domain', type: 'string' },
+    { id: 'companyDomain', name: 'Company domain', type: 'string', required: true },
     { id: 'linkedinUrl', name: 'LinkedIn URL', type: 'string' },
   ],
   outputs: [{ id: 'email', name: 'email', type: 'string' }],
diff --git a/apps/sim/hooks/queries/workspace-files.test.tsx b/apps/sim/hooks/queries/workspace-files.test.tsx
index 64afac2dd03..6dea419e9a4 100644
--- a/apps/sim/hooks/queries/workspace-files.test.tsx
+++ b/apps/sim/hooks/queries/workspace-files.test.tsx
@@ -9,13 +9,15 @@
  */
 import { act, type ReactNode } from 'react'
 import { sleep } from '@sim/utils/helpers'
-import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import { focusManager, QueryClient, QueryClientProvider } from '@tanstack/react-query'
 import { createRoot, type Root } from 'react-dom/client'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 import { createWorkspaceFileContract } from '@/lib/api/contracts/workspace-files'
 import {
   useCreateWorkspaceFile,
   useWorkspaceFileContent,
+  useWorkspaceFiles,
+  type WorkspaceFileContentResult,
   workspaceFilesKeys,
 } from '@/hooks/queries/workspace-files'
 
@@ -44,7 +46,8 @@ afterEach(() => {
 
 function renderContentHook(options?: {
   refetchInterval?: number | false | (() => number | false)
-}): { unmount: () => void } {
+  refetchOnWindowFocus?: boolean
+}): { queryClient: QueryClient; unmount: () => void } {
   const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } })
   const container = document.createElement('div')
   const root: Root = createRoot(container)
@@ -66,6 +69,7 @@ function renderContentHook(options?: {
     )
   })
   return {
+    queryClient,
     unmount: () => {
       act(() => root.unmount())
       queryClient.clear()
@@ -149,6 +153,98 @@ describe('useWorkspaceFileContent refetchInterval passthrough', () => {
   })
 })
 
+/**
+ * A content update rewrites the file under a NEW storage key and deletes the old object, so the key
+ * held by an open tab goes dead — every few seconds while a collaborative document is being edited,
+ * since the relay persists it server-side. These pin the two halves of the answer: don't create the
+ * staleness where a server-side owner holds durability, and recover from it everywhere else.
+ */
+describe('useWorkspaceFileContent stale storage key', () => {
+  async function focusWindow() {
+    await act(async () => {
+      focusManager.setFocused(false)
+      focusManager.setFocused(true)
+      await sleep(50)
+    })
+  }
+
+  afterEach(() => {
+    focusManager.setFocused(undefined)
+  })
+
+  it('re-reads on focus by default, so an out-of-band edit reaches an open tab', async () => {
+    const { unmount } = renderContentHook()
+    await act(async () => {
+      await sleep(50)
+    })
+    expect(fetchCount).toBe(1)
+
+    await focusWindow()
+
+    expect(fetchCount).toBe(2)
+    unmount()
+  })
+
+  it('does not re-read on focus when the collaborative relay owns durability', async () => {
+    const { unmount } = renderContentHook({ refetchOnWindowFocus: false })
+    await act(async () => {
+      await sleep(50)
+    })
+    expect(fetchCount).toBe(1)
+
+    await focusWindow()
+
+    expect(fetchCount).toBe(1)
+    unmount()
+  })
+
+  it('re-resolves the file record when the key it read has been superseded', async () => {
+    vi.stubGlobal(
+      'fetch',
+      vi.fn(async () => {
+        fetchCount += 1
+        return new Response('{"error":"FileNotFoundError"}', { status: 404 })
+      })
+    )
+    const { queryClient, unmount } = renderContentHook()
+    const refetchQueries = vi.spyOn(queryClient, 'refetchQueries')
+
+    await act(async () => {
+      await sleep(50)
+    })
+
+    expect(fetchCount).toBe(1)
+    expect(refetchQueries).toHaveBeenCalledWith(
+      { queryKey: workspaceFilesKeys.workspaceLists('ws-1') },
+      { cancelRefetch: true }
+    )
+    // The RECORD is re-resolved, never this query — re-driving the read against the same dead key
+    // is what would spin.
+    expect(refetchQueries).toHaveBeenCalledTimes(1)
+    unmount()
+  })
+
+  it('leaves the record alone when the read fails for any other reason', async () => {
+    vi.stubGlobal(
+      'fetch',
+      vi.fn(async () => {
+        fetchCount += 1
+        return new Response('nope', { status: 500 })
+      })
+    )
+    const { queryClient, unmount } = renderContentHook()
+    const refetchQueries = vi.spyOn(queryClient, 'refetchQueries')
+
+    await act(async () => {
+      await sleep(50)
+    })
+
+    expect(fetchCount).toBe(1)
+    expect(refetchQueries).not.toHaveBeenCalled()
+    unmount()
+  })
+})
+
 describe('useCreateWorkspaceFile', () => {
   it('uses the create contract and reconciles workspace file caches', async () => {
     const response = { success: true, file: { id: 'wf-created' } }
@@ -179,3 +275,115 @@ describe('useCreateWorkspaceFile', () => {
     unmount()
   })
 })
+
+/**
+ * The rotation costs one request; it must not cost a lie. Between the 404 and the record re-resolving,
+ * the surface is mid-recovery — reporting a failure there paints "Failed to load file content" over a
+ * document that lands a few hundred milliseconds later, gone before the reader can act on it.
+ */
+describe('useWorkspaceFileContent while a superseded key is being re-resolved', () => {
+  /** Mounts the content read alongside the record query the recovery re-resolves, so the second list
+   *  fetch can be held open and the recovery window observed from the outside. */
+  function renderDuringRecovery(): {
+    getResult: () => WorkspaceFileContentResult
+    resolveRecord: () => void
+    unmount: () => void
+  } {
+    let releaseRecord: () => void = () => {}
+    let call = 0
+    mockRequestJson.mockImplementation(async () => {
+      // First call is the initial record load; the one the 404 triggers is held open.
+      if (++call > 1) await new Promise<void>((resolve) => (releaseRecord = resolve))
+      return { success: true, files: [] }
+    })
+
+    const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false } } })
+    const root: Root = createRoot(document.createElement('div'))
+    let result: WorkspaceFileContentResult | undefined
+
+    function Probe() {
+      useWorkspaceFiles('ws-1')
+      result = useWorkspaceFileContent('ws-1', 'file-1', 'workspace/ws-1/123-abc-doc.md', false)
+      return null
+    }
+
+    act(() => {
+      root.render(
+        <QueryClientProvider client={queryClient}>
+          <Probe />
+        </QueryClientProvider>
+      )
+    })
+
+    return {
+      getResult: () => {
+        if (!result) throw new Error('Content hook did not render')
+        return result
+      },
+      resolveRecord: () => releaseRecord(),
+      unmount: () => {
+        act(() => root.unmount())
+        queryClient.clear()
+      },
+    }
+  }
+
+  function serve404() {
+    vi.stubGlobal(
+      'fetch',
+      vi.fn(async () => {
+        fetchCount += 1
+        return new Response('{"error":"FileNotFoundError"}', { status: 404 })
+      })
+    )
+  }
+
+  it('reports still-loading, not failed, while the record is being re-resolved', async () => {
+    serve404()
+    const { getResult, resolveRecord, unmount } = renderDuringRecovery()
+    await act(async () => {
+      await sleep(50)
+    })
+
+    expect(getResult().error).toBeNull()
+    expect(getResult().isLoading).toBe(true)
+
+    resolveRecord()
+    unmount()
+  })
+
+  it('surfaces the failure once the record comes back unchanged — the object is really gone', async () => {
+    serve404()
+    const { getResult, resolveRecord, unmount } = renderDuringRecovery()
+    await act(async () => {
+      await sleep(50)
+    })
+
+    await act(async () => {
+      resolveRecord()
+      await sleep(50)
+    })
+
+    expect(getResult().error).not.toBeNull()
+    expect(getResult().isLoading).toBe(false)
+    unmount()
+  })
+
+  it('never masks a failure that is not a superseded key', async () => {
+    vi.stubGlobal(
+      'fetch',
+      vi.fn(async () => {
+        fetchCount += 1
+        return new Response('nope', { status: 500 })
+      })
+    )
+    const { getResult, resolveRecord, unmount } = renderDuringRecovery()
+    await act(async () => {
+      await sleep(50)
+    })
+
+    expect(getResult().error).not.toBeNull()
+    resolveRecord()
+    unmount()
+  })
+})
diff --git a/apps/sim/hooks/queries/workspace-files.ts b/apps/sim/hooks/queries/workspace-files.ts
index a6eaaf4ebe7..a236a623f2f 100644
--- a/apps/sim/hooks/queries/workspace-files.ts
+++ b/apps/sim/hooks/queries/workspace-files.ts
@@ -1,9 +1,15 @@
-import { useMemo } from 'react'
+import { useCallback, useMemo } from 'react'
 import { toast } from '@sim/emcn'
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import { backoffWithJitter } from '@sim/utils/retry'
-import { keepPreviousData, useMutation, useQuery, useQueryClient } from '@tanstack/react-query'
+import {
+  keepPreviousData,
+  useIsFetching,
+  useMutation,
+  useQuery,
+  useQueryClient,
+} from '@tanstack/react-query'
 import { isApiClientError } from '@/lib/api/client/errors'
 import { requestJson } from '@/lib/api/client/request'
 import { fileStorageStatusContract } from '@/lib/api/contracts/storage-transfer'
@@ -202,6 +208,63 @@ export function useWorkspaceImageDimensionsAdapter(
   }, [files, queryClient, workspaceId])
 }
 
+/**
+ * A read that addressed a storage object the file no longer points at.
+ *
+ * A workspace file's bytes are rewritten under a NEW storage key on every content update and the
+ * superseded object is deleted (`updateWorkspaceFileContent`), so a 404 from a content read means
+ * "the key you are holding has been replaced", not "the server is broken" — the serve route says as
+ * much and logs it at `info`. Distinguished from a transport failure so {@link useStaleKeyRecovery}
+ * can re-resolve the record instead of surfacing a dead end.
+ */
+class StaleStorageKeyError extends Error {
+  constructor() {
+    super('File content is no longer at the requested storage key')
+    this.name = 'StaleStorageKeyError'
+  }
+}
+
+/**
+ * Re-resolve a workspace's file records after a read found its storage key superseded.
+ *
+ * The key a content read addresses comes from the cached file list, and nothing invalidates that
+ * list when a write rotates the key — the collaborative relay projects an open document back to
+ * markdown every few seconds, entirely server-side, so an open tab's key can be replaced many times
+ * over without a single client-visible event. Recovering on the 404 makes the rotation cost exactly
+ * one request instead of stranding the reader on a dead key until a full reload.
+ *
+ * Re-reads the RECORD, never the failed query: the refetched list either hands back a new key — which
+ * re-keys the read onto a fresh cache entry that fetches once — or the same one, in which case nothing
+ * refetches and the failure stands. That asymmetry is what makes this loop-proof, and it is why a
+ * genuinely deleted file settles instead of retrying: the list simply stops containing it.
+ *
+ * Both details below exist because this runs from inside the failing read's own `queryFn`, and each was
+ * measured: without them the recovery is requested and no fetch happens at all, so the reader is left
+ * on the dead key showing a failure until something unrelated (a window focus, another consumer)
+ * happens to re-resolve the record.
+ */
+function useStaleKeyRecovery(workspaceId: string): (error: unknown) => void {
+  const queryClient = useQueryClient()
+  return useCallback(
+    (error: unknown) => {
+      if (!workspaceId || !(error instanceof StaleStorageKeyError)) return
+      // Off this fetch's own cycle (one microtask): a refetch asked for from inside a `queryFn` — where
+      // this catch sits — is dropped by react-query, silently. This is what turned "one extra request"
+      // into "no recovery at all".
+      //
+      // `cancelRefetch` because a re-resolution has to OBSERVE the rotation: a record read already in
+      // flight was started before it, so it can only hand back the key we already know is dead.
+      void Promise.resolve().then(() =>
+        queryClient.refetchQueries(
+          { queryKey: workspaceFilesKeys.workspaceLists(workspaceId) },
+          { cancelRefetch: true }
+        )
+      )
+    },
+    [queryClient, workspaceId]
+  )
+}
+
 /**
  * Fetch file content as text via a content-source URL
  */
@@ -209,6 +272,7 @@ async function fetchWorkspaceFileContent(url: string, signal?: AbortSignal): Pro
   // boundary-raw-fetch: binary/text download, response is not JSON
   const response = await fetch(url, { signal, cache: 'no-store' })
 
+  if (response.status === 404) throw new StaleStorageKeyError()
   if (!response.ok) {
     throw new Error('Failed to fetch file content')
   }
@@ -227,24 +291,80 @@ async function fetchWorkspaceFileContent(url: string, signal?: AbortSignal): Pro
  * its single refetch raced the agent's write. The function form is re-evaluated by react-query
  * after every fetch and options pass, so a condition read through a ref stops the polling as soon
  * as it flips — no re-render required.
+ *
+ * `refetchOnWindowFocus` is how an out-of-band edit reaches a tab that was left open, so it defaults
+ * on. Pass `false` where a server-side owner holds the file's durability — the collaborative relay
+ * projects the live document to markdown itself, and delivers external writes into that document as
+ * CRDT merges — because there the durable bytes are strictly behind what the editor already shows,
+ * and re-reading them only chases a storage key the relay's last save already replaced.
  */
 export function useWorkspaceFileContent(
   workspaceId: string,
   fileId: string,
   key: string,
   raw?: boolean,
-  options?: { refetchInterval?: number | false | (() => number | false) }
-) {
+  options?: {
+    refetchInterval?: number | false | (() => number | false)
+    refetchOnWindowFocus?: boolean
+  }
+): WorkspaceFileContentResult {
   const source = useFileContentSource()
-  return useQuery({
+  const recoverStaleKey = useStaleKeyRecovery(workspaceId)
+  const query = useQuery({
     queryKey: workspaceFilesKeys.content(workspaceId, fileId, raw ? 'raw' : 'text', key),
-    queryFn: ({ signal }) =>
-      fetchWorkspaceFileContent(source.buildUrl(key, { raw, bust: true }), signal),
+    queryFn: async ({ signal }) => {
+      try {
+        return await fetchWorkspaceFileContent(source.buildUrl(key, { raw, bust: true }), signal)
+      } catch (error) {
+        recoverStaleKey(error)
+        throw error
+      }
+    },
     enabled: !!workspaceId && !!fileId && !!key,
     staleTime: WORKSPACE_FILE_CONTENT_STALE_TIME,
-    refetchOnWindowFocus: 'always',
+    refetchOnWindowFocus: options?.refetchOnWindowFocus === false ? false : 'always',
     refetchInterval: options?.refetchInterval ?? false,
   })
+  return {
+    data: query.data,
+    ...useStaleKeyRecoveryState(workspaceId, query.isLoading, query.error),
+  }
+}
+
+export interface WorkspaceFileContentResult {
+  data: string | undefined
+  /** True while there is nothing to show yet — including the re-resolution window below. */
+  isLoading: boolean
+  /** The failure worth showing the reader, or `null` while the address is still being re-resolved. */
+  error: Error | null
+}
+
+/**
+ * Present a superseded storage key as STILL LOADING rather than as a failure.
+ *
+ * A stale key is not a dead end and is not the reader's problem: the object moved, and the 404 has
+ * already triggered {@link useStaleKeyRecovery}, which re-resolves the record — the moment a new key
+ * arrives the read is re-keyed onto a fresh cache entry and fetches again. Painting "Failed to load
+ * file content" in that window reports a failure the surface is actively recovering from, and the
+ * content lands a few hundred milliseconds later, so the message is gone before it can be acted on.
+ *
+ * The window is bounded by a FACT, never a timer: the re-resolution is in flight. If the refetched
+ * record hands back the same key — the object is genuinely gone, not moved — the recovery ends, the
+ * error surfaces, and the reader sees a real failure.
+ */
+function useStaleKeyRecoveryState(
+  workspaceId: string,
+  isLoading: boolean,
+  error: unknown
+): { isLoading: boolean; error: Error | null } {
+  const resolvingRecord = useIsFetching({
+    queryKey: workspaceFilesKeys.workspaceLists(workspaceId),
+  })
+  const recovering = error instanceof StaleStorageKeyError && resolvingRecord > 0
+  return {
+    isLoading: isLoading || recovering,
+    error: recovering ? null : ((error as Error) ?? null),
+  }
 }
 
 /**
@@ -280,6 +400,7 @@ async function fetchWorkspaceFileBinary(
   // boundary-raw-fetch: binary download consumed as ArrayBuffer
   const response = await fetch(url, init)
   if (response.status === 409) throw new DocNotReadyError()
+  if (response.status === 404) throw new StaleStorageKeyError()
   if (!response.ok) throw new Error('Failed to fetch file content')
   return response.arrayBuffer()
 }
@@ -303,17 +424,24 @@ export function useWorkspaceFileBinary(
   options?: { enabled?: boolean; version?: string | number }
 ) {
   const source = useFileContentSource()
+  const recoverStaleKey = useStaleKeyRecovery(workspaceId)
   return useQuery({
     queryKey:
       options?.version != null
         ? [...workspaceFilesKeys.content(workspaceId, fileId, 'binary', key), options.version]
         : workspaceFilesKeys.content(workspaceId, fileId, 'binary', key),
-    queryFn: ({ signal }) =>
-      fetchWorkspaceFileBinary(
-        source.buildUrl(key, { version: options?.version, bust: true }),
-        options?.version,
-        signal
-      ),
+    queryFn: async ({ signal }) => {
+      try {
+        return await fetchWorkspaceFileBinary(
+          source.buildUrl(key, { version: options?.version, bust: true }),
+          options?.version,
+          signal
+        )
+      } catch (error) {
+        recoverStaleKey(error)
+        throw error
+      }
+    },
     // Callers gate this on a readiness signal (e.g. the file has committed
     // content) so we don't 409-poll the serve route for a generated doc whose
     // compiled artifact hasn't been written yet — the doc is fetched once, when
diff --git a/apps/sim/lib/api/contracts/tables.ts b/apps/sim/lib/api/contracts/tables.ts
index 8813cd97d2c..2c5ed7ad829 100644
--- a/apps/sim/lib/api/contracts/tables.ts
+++ b/apps/sim/lib/api/contracts/tables.ts
@@ -551,13 +551,23 @@ export const predicateInputSchema = predicateBoundarySchema
     'Recursive predicate condition or group, normalized to a grouped predicate after validation.'
   ) as z.ZodType<TablePredicate, PredicateNode>
 
-/** v2 sort wire format: an ordered list of `{ field, direction }`. */
+/**
+ * v2 sort wire format: an ordered list of `{ field, direction }`.
+ *
+ * The element is `.strict()` because a body's own `.strict()` binds its top
+ * level only. Left open, `sort: [{ field, direction, nulls: 'last' }]` answered
+ * 200 with the `nulls` request silently dropped — a caller asking for
+ * null-ordering got default ordering and no signal. That is the same failure as
+ * the v1-shaped `filter` key returning an unfiltered page, one level down.
+ */
 export const sortSpecSchema: z.ZodType<SortSpec> = z
   .array(
-    z.object({
-      field: z.string().min(1, 'field is required').max(128).describe('Column name to sort by.'),
-      direction: z.enum(SORT_DIRECTIONS).describe('Sort direction for this column.'),
-    })
+    z
+      .object({
+        field: z.string().min(1, 'field is required').max(128).describe('Column name to sort by.'),
+        direction: z.enum(SORT_DIRECTIONS).describe('Sort direction for this column.'),
+      })
+      .strict()
   )
   .max(MAX_SORT_KEYS)
 
@@ -1048,13 +1058,11 @@ export type InsertTableRowBodyInput = z.input<typeof insertTableRowBodySchema>
 export type BatchInsertTableRowsBodyInput = z.input<typeof batchInsertTableRowsBodySchema>
 export type BatchUpdateTableRowsBodyInput = z.input<typeof batchUpdateTableRowsBodySchema>
 export type UpdateTableRowBodyInput = z.input<typeof updateTableRowBodySchema>
-// ============================================================================
 // CSV import form schemas
 //
 // Both `/api/table/import-csv` and `/api/table/[tableId]/import-csv` parse a
 // `multipart/form-data` body, so these schemas are validated *form-field by
 // form-field* in the routes (not as a single contract body).
-// ============================================================================
 
 export const csvFileSchema = z
   .unknown()
@@ -1399,10 +1407,8 @@ export const deleteTableRowsAsyncContract = defineRouteContract({
   },
 })
 
-// ============================================================================
 // Workflow group contracts (`/api/table/[tableId]/groups`, `/cancel-runs`,
 // `/columns/run`, `/rows/run`, `/rows/[rowId]/cells/[groupId]/run`)
-// ============================================================================
 
 const workflowGroupOutputSchema = z.object({
   // Workflow outputs carry blockId/path; enrichment outputs carry outputId and
@@ -1870,19 +1876,30 @@ export const tableEventStreamContract = defineRouteContract({
  * predicate and sort. Every column reference is a stable column id, so a rename
  * never invalidates a view.
  */
-export const tableViewConfigSchema = tableMetadataSchema.extend({
-  // The v2 predicate/sort grammar — same wire as the query routes, so a saved
-  // view gets the same strictness and depth bounds as a live filter, and its
-  // config can later feed the v2 surfaces without conversion.
-  filter: predicateInputSchema
-    .nullable()
-    .optional()
-    .describe('Saved row predicate, or null when the view is unfiltered.'),
-  sort: sortSpecSchema
-    .nullable()
-    .optional()
-    .describe('Saved ordered sort specification, or null for default ordering.'),
-}) satisfies z.ZodType<TableViewConfig>
+export const tableViewConfigSchema = tableMetadataSchema
+  .extend({
+    // The v2 predicate/sort grammar — same wire as the query routes, so a saved
+    // view gets the same strictness and depth bounds as a live filter, and its
+    // config can later feed the v2 surfaces without conversion.
+    filter: predicateInputSchema
+      .nullable()
+      .optional()
+      .describe('Saved row predicate, or null when the view is unfiltered.'),
+    sort: sortSpecSchema
+      .nullable()
+      .optional()
+      .describe('Saved ordered sort specification, or null for default ordering.'),
+  })
+  /**
+   * `tableMetadataSchema` is not strict — it is also the body and the response
+   * of the column-layout endpoint, which has its own compatibility story — so
+   * extending it inherited the laxness and let a misspelled layout key be
+   * accepted and dropped. Strictness is applied here, where the schema is a
+   * saved-view config. Safe in both directions because
+   * `normalizeStoredViewConfig` projects a stored blob onto exactly these keys
+   * before a read is validated against this schema.
+   */
+  .strict() satisfies z.ZodType<TableViewConfig>
 
 export const tableViewSchema = z.object({
   id: z.string(),
diff --git a/apps/sim/lib/api/contracts/tools/windchill.ts b/apps/sim/lib/api/contracts/tools/windchill.ts
new file mode 100644
index 00000000000..e1f67d066dc
--- /dev/null
+++ b/apps/sim/lib/api/contracts/tools/windchill.ts
@@ -0,0 +1,430 @@
+import { z } from 'zod'
+import { userFileSchema } from '@/lib/api/contracts/primitives'
+import type { ContractBodyInput, ContractJsonResponse } from '@/lib/api/contracts/types'
+import { defineRouteContract } from '@/lib/api/contracts/types'
+import { RawFileInputArraySchema, RawFileInputSchema } from '@/lib/uploads/utils/file-schemas'
+
+const MAX_CREDENTIAL_LENGTH = 8192
+const MAX_OID_LENGTH = 512
+const MAX_TEXT_LENGTH = 4096
+const MAX_ATTRIBUTES = 100
+const MAX_ATTRIBUTE_DEPTH = 8
+const MAX_ATTRIBUTE_NODES = 1000
+const MAX_BULK_DOCUMENTS = 100
+const MAX_ATTACHMENT_FILES = 10
+
+function parseUrl(value: string): URL | null {
+  try {
+    return new URL(value)
+  } catch {
+    return null
+  }
+}
+
+const credentialSchema = z
+  .string({ error: 'Credential is required' })
+  .min(1, 'Credential is required')
+  .max(MAX_CREDENTIAL_LENGTH, 'Credential is too long')
+
+const baseUrlSchema = z
+  .url('Windchill base URL must be a valid URL')
+  .max(2048, 'Windchill base URL is too long')
+  .refine((value) => value.startsWith('https://'), 'Windchill base URL must use HTTPS')
+  .refine((value) => {
+    const parsed = parseUrl(value)
+    return Boolean(parsed && !parsed.username && !parsed.password && !parsed.search && !parsed.hash)
+  }, 'Windchill base URL must not include credentials, query parameters, or a hash')
+  .refine((value) => {
+    const parsed = parseUrl(value)
+    return Boolean(parsed && /\/servlet\/odata\/v\d+\/?$/i.test(parsed.pathname))
+  }, 'Windchill base URL must end with a versioned /servlet/odata/vN path')
+
+const oidSchema = z
+  .string({ error: 'Windchill OID is required' })
+  .trim()
+  .min(1, 'Windchill OID is required')
+  .max(MAX_OID_LENGTH, 'Windchill OID is too long')
+  .regex(/^[A-Za-z0-9_.:-]+$/, 'Windchill OID contains unsupported characters')
+
+const optionalTextSchema = z.string().max(MAX_TEXT_LENGTH, 'Value is too long').optional()
+const requiredTextSchema = z
+  .string({ error: 'Value is required' })
+  .trim()
+  .min(1, 'Value is required')
+  .max(MAX_TEXT_LENGTH, 'Value is too long')
+
+type WindchillAttributeValue =
+  | string
+  | number
+  | boolean
+  | null
+  | WindchillAttributeValue[]
+  | { [key: string]: WindchillAttributeValue }
+
+function isBoundedAttributeValue(value: unknown): value is WindchillAttributeValue {
+  const pending: Array<{ value: unknown; depth: number }> = [{ value, depth: 0 }]
+  let nodes = 0
+
+  while (pending.length > 0) {
+    const current = pending.pop()
+    if (!current || current.depth > MAX_ATTRIBUTE_DEPTH || ++nodes > MAX_ATTRIBUTE_NODES) {
+      return false
+    }
+    if (
+      current.value === null ||
+      typeof current.value === 'boolean' ||
+      (typeof current.value === 'number' && Number.isFinite(current.value))
+    ) {
+      continue
+    }
+    if (typeof current.value === 'string') {
+      if (current.value.length > MAX_TEXT_LENGTH) return false
+      continue
+    }
+    if (Array.isArray(current.value)) {
+      if (current.value.length > MAX_ATTRIBUTES) return false
+      for (const item of current.value) pending.push({ value: item, depth: current.depth + 1 })
+      continue
+    }
+    if (typeof current.value !== 'object') return false
+
+    const entries = Object.entries(current.value)
+    if (entries.length > MAX_ATTRIBUTES) return false
+    for (const [key, nested] of entries) {
+      if (
+        key.length === 0 ||
+        key.length > 256 ||
+        ['__proto__', 'constructor', 'prototype'].includes(key)
+      ) {
+        return false
+      }
+      pending.push({ value: nested, depth: current.depth + 1 })
+    }
+  }
+  return true
+}
+
+const attributeValueSchema = z.custom<WindchillAttributeValue>(isBoundedAttributeValue, {
+  message: `Attribute values must be bounded JSON with at most ${MAX_ATTRIBUTE_DEPTH} nested levels`,
+})
+const attributeNameSchema = z
+  .string()
+  .min(1)
+  .max(256)
+  .regex(/^[A-Za-z_][A-Za-z0-9_.]*$/, 'Attribute name contains unsupported characters')
+  .refine(
+    (value) => !['__proto__', 'constructor', 'prototype'].includes(value),
+    'Attribute name is reserved'
+  )
+
+const attributesSchema = z
+  .record(attributeNameSchema, attributeValueSchema)
+  .refine((attributes) => Object.keys(attributes).length <= MAX_ATTRIBUTES, {
+    message: `Attributes cannot contain more than ${MAX_ATTRIBUTES} fields`,
+  })
+
+const COMMON_DOCUMENT_PROPERTIES = new Set(['Name', 'Number', 'Organization'])
+const patchAttributesSchema = attributesSchema
+  .refine((attributes) => Object.keys(attributes).length > 0, {
+    message: 'At least one document attribute is required',
+  })
+  .refine(
+    (attributes) => !Object.keys(attributes).some((key) => COMMON_DOCUMENT_PROPERTIES.has(key)),
+    'Name, Number, and Organization must be changed with the Update Common Properties operation and are not supported here'
+  )
+
+const commonPropertiesSchema = attributesSchema.refine(
+  (properties) => Object.keys(properties).length > 0,
+  { message: 'At least one common property is required' }
+)
+
+const credentialsSchema = z.object({
+  baseUrl: baseUrlSchema,
+  username: credentialSchema,
+  password: credentialSchema,
+})
+
+const createDocumentInputSchema = z.object({
+  name: requiredTextSchema,
+  containerOid: oidSchema,
+  number: optionalTextSchema,
+  title: optionalTextSchema,
+  description: optionalTextSchema,
+  folderOid: oidSchema.optional(),
+  attributes: attributesSchema.optional(),
+})
+
+const updateDocumentInputSchema = z.object({
+  id: oidSchema,
+  attributes: patchAttributesSchema,
+})
+
+const documentOidsSchema = z
+  .array(oidSchema)
+  .min(1, 'At least one document OID is required')
+  .max(MAX_BULK_DOCUMENTS, `At most ${MAX_BULK_DOCUMENTS} documents can be processed at once`)
+  .refine((ids) => new Set(ids).size === ids.length, 'Document OIDs must be unique')
+
+const commonMutationShapes = {
+  createDocument: credentialsSchema.extend({
+    operation: z.literal('windchill_create_document'),
+    name: requiredTextSchema,
+    containerOid: oidSchema,
+    number: optionalTextSchema,
+    title: optionalTextSchema,
+    description: optionalTextSchema,
+    folderOid: oidSchema.optional(),
+    attributes: attributesSchema.optional(),
+  }),
+  createDocuments: credentialsSchema.extend({
+    operation: z.literal('windchill_create_documents'),
+    documents: z
+      .array(createDocumentInputSchema)
+      .min(1, 'At least one document is required')
+      .max(MAX_BULK_DOCUMENTS),
+  }),
+  updateDocument: credentialsSchema.extend({
+    operation: z.literal('windchill_update_document'),
+    documentOid: oidSchema,
+    attributes: patchAttributesSchema,
+  }),
+  updateCommonProperties: credentialsSchema.extend({
+    operation: z.literal('windchill_update_common_properties'),
+    documentOid: oidSchema,
+    commonProperties: commonPropertiesSchema,
+  }),
+  updateDocuments: credentialsSchema.extend({
+    operation: z.literal('windchill_update_documents'),
+    documents: z
+      .array(updateDocumentInputSchema)
+      .min(1, 'At least one document is required')
+      .max(MAX_BULK_DOCUMENTS),
+  }),
+  deleteDocument: credentialsSchema.extend({
+    operation: z.literal('windchill_delete_document'),
+    documentOid: oidSchema,
+  }),
+  deleteDocuments: credentialsSchema.extend({
+    operation: z.literal('windchill_delete_documents'),
+    documentOids: documentOidsSchema,
+  }),
+  checkOutDocument: credentialsSchema.extend({
+    operation: z.literal('windchill_check_out_document'),
+    documentOid: oidSchema,
+    checkOutNote: optionalTextSchema,
+  }),
+  checkOutDocuments: credentialsSchema.extend({
+    operation: z.literal('windchill_check_out_documents'),
+    documentOids: documentOidsSchema,
+    checkOutNote: optionalTextSchema,
+  }),
+  checkInDocument: credentialsSchema.extend({
+    operation: z.literal('windchill_check_in_document'),
+    documentOid: oidSchema,
+    checkInNote: optionalTextSchema,
+    keepCheckedOut: z.boolean().optional(),
+    checkOutNote: optionalTextSchema,
+  }),
+  checkInDocuments: credentialsSchema.extend({
+    operation: z.literal('windchill_check_in_documents'),
+    documentOids: documentOidsSchema,
+    checkInNote: optionalTextSchema,
+    keepCheckedOut: z.boolean().optional(),
+    checkOutNote: optionalTextSchema,
+  }),
+  undoCheckOutDocument: credentialsSchema.extend({
+    operation: z.literal('windchill_undo_check_out_document'),
+    documentOid: oidSchema,
+  }),
+  undoCheckOutDocuments: credentialsSchema.extend({
+    operation: z.literal('windchill_undo_check_out_documents'),
+    documentOids: documentOidsSchema,
+  }),
+  reviseDocument: credentialsSchema.extend({
+    operation: z.literal('windchill_revise_document'),
+    documentOid: oidSchema,
+    versionId: optionalTextSchema,
+  }),
+  reviseDocuments: credentialsSchema.extend({
+    operation: z.literal('windchill_revise_documents'),
+    documentOids: documentOidsSchema,
+  }),
+  setLifecycleState: credentialsSchema.extend({
+    operation: z.literal('windchill_set_lifecycle_state'),
+    documentOid: oidSchema,
+    stateValue: requiredTextSchema,
+    stateDisplay: requiredTextSchema,
+  }),
+  updateSecurityLabels: credentialsSchema.extend({
+    operation: z.literal('windchill_update_document_security_labels'),
+    securityLabelUpdates: z
+      .array(
+        z.object({
+          id: oidSchema,
+          labels: z
+            .record(attributeNameSchema, z.string().max(MAX_TEXT_LENGTH))
+            .refine((labels) => Object.keys(labels).length > 0, {
+              message: 'At least one security label is required',
+            })
+            .refine((labels) => Object.keys(labels).length <= MAX_ATTRIBUTES, {
+              message: `Security labels cannot contain more than ${MAX_ATTRIBUTES} fields`,
+            }),
+        })
+      )
+      .min(1, 'At least one document security-label update is required')
+      .max(MAX_BULK_DOCUMENTS),
+  }),
+} as const
+
+const downloadPrimarySchema = credentialsSchema.extend({
+  operation: z.literal('windchill_download_primary_content'),
+  documentOid: oidSchema,
+  fileName: z.string().trim().min(1).max(255).optional(),
+})
+
+const uploadPrimarySchema = credentialsSchema.extend({
+  operation: z.literal('windchill_upload_primary_content'),
+  documentOid: oidSchema,
+  primaryFile: RawFileInputSchema,
+})
+
+const downloadAttachmentSchema = credentialsSchema.extend({
+  operation: z.literal('windchill_download_attachment'),
+  documentOid: oidSchema,
+  attachmentOid: oidSchema,
+  fileName: z.string().trim().min(1).max(255).optional(),
+})
+
+const uploadAttachmentsSchema = credentialsSchema.extend({
+  operation: z.literal('windchill_upload_attachments'),
+  documentOid: oidSchema,
+  attachmentFiles: RawFileInputArraySchema.min(1, 'At least one attachment file is required').max(
+    MAX_ATTACHMENT_FILES,
+    `At most ${MAX_ATTACHMENT_FILES} attachments can be uploaded at once`
+  ),
+})
+
+export const windchillOperationBodySchema = z.discriminatedUnion('operation', [
+  commonMutationShapes.createDocument,
+  commonMutationShapes.createDocuments,
+  commonMutationShapes.updateDocument,
+  commonMutationShapes.updateCommonProperties,
+  commonMutationShapes.updateDocuments,
+  commonMutationShapes.deleteDocument,
+  commonMutationShapes.deleteDocuments,
+  commonMutationShapes.checkOutDocument,
+  commonMutationShapes.checkOutDocuments,
+  commonMutationShapes.checkInDocument,
+  commonMutationShapes.checkInDocuments,
+  commonMutationShapes.undoCheckOutDocument,
+  commonMutationShapes.undoCheckOutDocuments,
+  commonMutationShapes.reviseDocument,
+  commonMutationShapes.reviseDocuments,
+  commonMutationShapes.setLifecycleState,
+  commonMutationShapes.updateSecurityLabels,
+  downloadPrimarySchema,
+  uploadPrimarySchema,
+  downloadAttachmentSchema,
+  uploadAttachmentsSchema,
+])
+
+/**
+ * Response primitives are deliberately looser than their request counterparts: these values are
+ * whatever the customer's Windchill returned, so re-applying the request-side OID regex or text
+ * bounds would turn an already-committed mutation into an opaque parse failure.
+ */
+const returnedOidSchema = z.string().min(1)
+const nullableId = z.string().nullable()
+const nullableText = z.string().nullable()
+const documentSchema = z.object({
+  id: nullableId,
+  name: nullableText,
+  number: nullableText,
+  title: nullableText,
+  description: nullableText,
+  state: nullableText,
+  stateDisplay: nullableText,
+  versionId: nullableText,
+  revision: nullableText,
+  version: nullableText,
+  latest: z.boolean().nullable(),
+  checkoutState: nullableText,
+  folderName: nullableText,
+  folderLocation: nullableText,
+})
+
+const affectedIdsSchema = z.array(returnedOidSchema)
+const singleMutationOperationSchema = z.enum([
+  'windchill_create_document',
+  'windchill_update_document',
+  'windchill_update_common_properties',
+  'windchill_check_out_document',
+  'windchill_check_in_document',
+  'windchill_undo_check_out_document',
+  'windchill_revise_document',
+  'windchill_set_lifecycle_state',
+])
+const bulkMutationOperationSchema = z.enum([
+  'windchill_create_documents',
+  'windchill_update_documents',
+  'windchill_check_out_documents',
+  'windchill_check_in_documents',
+  'windchill_undo_check_out_documents',
+  'windchill_revise_documents',
+  'windchill_update_document_security_labels',
+])
+const deleteOperationSchema = z.enum(['windchill_delete_document', 'windchill_delete_documents'])
+const downloadOperationSchema = z.enum([
+  'windchill_download_primary_content',
+  'windchill_download_attachment',
+])
+const uploadOperationSchema = z.enum([
+  'windchill_upload_primary_content',
+  'windchill_upload_attachments',
+])
+
+export const windchillOperationOutputSchema = z.discriminatedUnion('operation', [
+  z.object({
+    operation: singleMutationOperationSchema,
+    affectedIds: affectedIdsSchema,
+    document: documentSchema.optional(),
+  }),
+  z.object({
+    operation: bulkMutationOperationSchema,
+    affectedIds: affectedIdsSchema,
+    documents: z.array(documentSchema).optional(),
+  }),
+  z.object({ operation: deleteOperationSchema, affectedIds: affectedIdsSchema }),
+  z.object({
+    operation: downloadOperationSchema,
+    file: userFileSchema,
+    fileName: z.string().min(1),
+    mimeType: z.string().min(1),
+  }),
+  z.object({
+    operation: uploadOperationSchema,
+    affectedIds: affectedIdsSchema,
+    uploadedFileNames: z.array(z.string().min(1)),
+  }),
+])
+
+export const windchillOperationResponseSchema = z.discriminatedUnion('success', [
+  z.object({
+    success: z.literal(true),
+    output: windchillOperationOutputSchema,
+  }),
+  z.object({
+    success: z.literal(false),
+    error: z.string().min(1),
+  }),
+])
+
+export const windchillOperationContract = defineRouteContract({
+  method: 'POST',
+  path: '/api/tools/windchill',
+  body: windchillOperationBodySchema,
+  response: { mode: 'json', schema: windchillOperationResponseSchema },
+})
+
+export type WindchillOperationBody = ContractBodyInput<typeof windchillOperationContract>
+export type WindchillOperationResponse = ContractJsonResponse<typeof windchillOperationContract>
diff --git a/apps/sim/lib/api/contracts/v2/__tests__/cross-cutting.test.ts b/apps/sim/lib/api/contracts/v2/__tests__/cross-cutting.test.ts
new file mode 100644
index 00000000000..56be75963fc
--- /dev/null
+++ b/apps/sim/lib/api/contracts/v2/__tests__/cross-cutting.test.ts
@@ -0,0 +1,133 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { sortSpecSchema, tableViewConfigSchema } from '@/lib/api/contracts/tables'
+import { v2ListAuditLogsContract } from '@/lib/api/contracts/v2/audit-logs'
+import { ERROR_RESPONSES } from '@/lib/api/contracts/v2/openapi/shared'
+import { v2CreateTableViewContract, v2QueryRowsBodySchema } from '@/lib/api/contracts/v2/tables'
+import { v2GetWorkflowRunContract } from '@/lib/api/contracts/v2/workflows'
+import {
+  FORBIDDEN_DETAIL_CODE_DESCRIPTIONS,
+  FORBIDDEN_DETAIL_CODES,
+} from '@/lib/core/application/forbidden'
+
+/**
+ * The cross-cutting promises that no single resource family owns, and that
+ * therefore have nowhere else to be asserted.
+ */
+describe('v2 403 cause codes', () => {
+  it('publishes every code in the generated OpenAPI 403 description', () => {
+    for (const code of FORBIDDEN_DETAIL_CODES) {
+      expect(ERROR_RESPONSES.Forbidden.description).toContain(code)
+      expect(ERROR_RESPONSES.Forbidden.description).toContain(
+        FORBIDDEN_DETAIL_CODE_DESCRIPTIONS[code]
+      )
+    }
+  })
+
+  it('tells a client the codes live on error.details.code', () => {
+    expect(ERROR_RESPONSES.Forbidden.description).toContain('error.details.code')
+  })
+})
+
+/**
+ * Two v2 boolean query params were spelled as a `'true'`/`'false'` string enum
+ * while four others were real booleans. Normalising them onto the shared flag
+ * must not change what an existing caller can send, so both spellings are
+ * pinned rather than just the new one.
+ */
+describe('v2 boolean query params', () => {
+  const cases = [
+    ['includeOutput', v2GetWorkflowRunContract.query],
+    ['includeDeparted', v2ListAuditLogsContract.query],
+  ] as const
+
+  it.each(cases)('%s accepts the string spellings unchanged', (field, schema) => {
+    expect(schema).toBeDefined()
+    const parseField = (value: string) => {
+      const parsed = schema?.safeParse(
+        field === 'includeDeparted'
+          ? { organizationId: 'org-1', [field]: value }
+          : { [field]: value }
+      )
+      expect(parsed?.success).toBe(true)
+      return (parsed?.data as Record<string, unknown> | undefined)?.[field]
+    }
+    expect(parseField('true')).toBe(true)
+    expect(parseField('false')).toBe(false)
+  })
+
+  it.each(cases)('%s accepts a real boolean and defaults to false', (field, schema) => {
+    const withBoolean = schema?.safeParse(
+      field === 'includeDeparted' ? { organizationId: 'org-1', [field]: true } : { [field]: true }
+    )
+    expect((withBoolean?.data as Record<string, unknown> | undefined)?.[field]).toBe(true)
+
+    const omitted = schema?.safeParse(
+      field === 'includeDeparted' ? { organizationId: 'org-1' } : {}
+    )
+    expect((omitted?.data as Record<string, unknown> | undefined)?.[field]).toBe(false)
+  })
+
+  it.each(cases)('%s still rejects a non-boolean word', (field, schema) => {
+    const parsed = schema?.safeParse(
+      field === 'includeDeparted' ? { organizationId: 'org-1', [field]: 'yes' } : { [field]: 'yes' }
+    )
+    expect(parsed?.success).toBe(false)
+  })
+})
+
+/**
+ * `.strict()` binds the top level only. These are the two places on the tables
+ * surface where that mattered: an unknown key one level down was accepted and
+ * dropped, so the caller got a 200 for a request the server did not honour —
+ * the same failure class as the v1-shaped `filter` key returning an unfiltered
+ * page.
+ */
+describe('tables nested strictness', () => {
+  it('rejects an unsupported per-sort option instead of dropping it', () => {
+    const parsed = sortSpecSchema.safeParse([{ field: 'name', direction: 'asc', nulls: 'last' }])
+    expect(parsed.success).toBe(false)
+  })
+
+  it('rejects it on the row query body too', () => {
+    const parsed = v2QueryRowsBodySchema.safeParse({
+      workspaceId: 'ws-1',
+      sort: [{ field: 'name', direction: 'asc', nulls: 'last' }],
+    })
+    expect(parsed.success).toBe(false)
+  })
+
+  it('still accepts a well-formed sort spec', () => {
+    expect(sortSpecSchema.safeParse([{ field: 'name', direction: 'asc' }]).success).toBe(true)
+  })
+
+  it('rejects an unknown key inside a saved-view config', () => {
+    const parsed = tableViewConfigSchema.safeParse({
+      columnOrder: ['col-1'],
+      groupBy: 'col-1',
+    })
+    expect(parsed.success).toBe(false)
+  })
+
+  it('rejects it through the v2 create-view body', () => {
+    const parsed = v2CreateTableViewContract.body?.safeParse({
+      workspaceId: 'ws-1',
+      name: 'My view',
+      config: { columnOrder: ['col-1'], groupBy: 'col-1' },
+    })
+    expect(parsed?.success).toBe(false)
+  })
+
+  it('still accepts a well-formed saved-view config', () => {
+    expect(
+      tableViewConfigSchema.safeParse({
+        columnOrder: ['col-1'],
+        hiddenColumns: [],
+        sort: [{ field: 'name', direction: 'desc' }],
+        filter: null,
+      }).success
+    ).toBe(true)
+  })
+})
diff --git a/apps/sim/lib/api/contracts/v2/__tests__/document-tag-slots.test.ts b/apps/sim/lib/api/contracts/v2/__tests__/document-tag-slots.test.ts
new file mode 100644
index 00000000000..4d0a621e63e
--- /dev/null
+++ b/apps/sim/lib/api/contracts/v2/__tests__/document-tag-slots.test.ts
@@ -0,0 +1,38 @@
+/** @vitest-environment node */
+import { describe, expect, it } from 'vitest'
+import { v2UpdateKnowledgeDocumentBodySchema } from '@/lib/api/contracts/v2/knowledge'
+
+const WORKSPACE_ID = '6fc7631d-88cd-46f8-9f0a-d4764daef7f8'
+
+describe('v2 document update tag slots', () => {
+  it('accepts every slot GET /knowledge/{id}/tags can advertise', () => {
+    for (const [field, value] of [
+      ['tag1', 'billing'],
+      ['number1', 7],
+      ['number5', -1.5],
+      ['date1', '2026-08-06'],
+      ['boolean3', true],
+    ] as const) {
+      const result = v2UpdateKnowledgeDocumentBodySchema.safeParse({
+        workspaceId: WORKSPACE_ID,
+        [field]: value,
+      })
+      expect(result.success, `${field} was rejected`).toBe(true)
+    }
+  })
+
+  it('rejects a malformed typed slot rather than silently clearing the tag', () => {
+    for (const [field, value] of [
+      ['number1', 'abc'],
+      ['date1', '2026-02-31'],
+      ['date2', '06-08-2026'],
+      ['boolean1', 'yes'],
+    ] as const) {
+      const result = v2UpdateKnowledgeDocumentBodySchema.safeParse({
+        workspaceId: WORKSPACE_ID,
+        [field]: value,
+      })
+      expect(result.success, `${field} was accepted`).toBe(false)
+    }
+  })
+})
diff --git a/apps/sim/lib/api/contracts/v2/__tests__/list-pagination.test.ts b/apps/sim/lib/api/contracts/v2/__tests__/list-pagination.test.ts
index de20ecbc46f..9a5c2fcb5bb 100644
--- a/apps/sim/lib/api/contracts/v2/__tests__/list-pagination.test.ts
+++ b/apps/sim/lib/api/contracts/v2/__tests__/list-pagination.test.ts
@@ -5,6 +5,10 @@ import { readdirSync } from 'node:fs'
 import path from 'node:path'
 import { describe, expect, it } from 'vitest'
 import { z } from 'zod'
+import {
+  MAX_SCHEMA_DEPTH,
+  rejectsUnknownKeys,
+} from '@/lib/api/contracts/v2/__tests__/schema-introspection'
 
 /**
  * Pins which v2 lists are paged.
@@ -46,9 +50,15 @@ const CONTRACTS_DIR = path.resolve(import.meta.dirname, '..', '..')
 const PAGED_LISTS = [
   'GET /api/v2/audit-logs',
   'GET /api/v2/billing/logs',
+  'GET /api/v2/credentials',
+  'GET /api/v2/custom-tools',
   'GET /api/v2/files',
+  'GET /api/v2/knowledge',
   'GET /api/v2/knowledge/[id]/documents',
   'GET /api/v2/logs',
+  'GET /api/v2/mcp-servers',
+  'GET /api/v2/secrets',
+  'GET /api/v2/skills',
   'GET /api/v2/tables',
   'GET /api/v2/tables/[tableId]/rows',
   'POST /api/v2/tables/[tableId]/query',
@@ -60,23 +70,44 @@ const PAGED_LISTS = [
 
 /**
  * Lists that accept neither param and always return `nextCursor: null`, because
- * the set is small and bounded per workspace or per table.
+ * the set is small and bounded per workspace, per table, or per server.
+ *
+ * Every folder list is capped where the tree is loaded
+ * (`MAX_*_FOLDERS_PER_WORKSPACE`), and one MCP server's tool inventory is capped
+ * by tool discovery itself (`LIST_TOOLS_MAX_TOOLS` / `LIST_TOOLS_MAX_BYTES`) no
+ * matter what the upstream server reports — bounded by construction rather than
+ * by a caller's `limit`. The MCP *server* list is not: nothing caps how many
+ * servers a workspace registers, which is why it is paged.
+ * Every remaining entry but the MCP server list and the knowledge tag list is a
+ * *folder* list, and a folder tree is already capped where it is loaded
+ * (`MAX_*_FOLDERS_PER_WORKSPACE`) — bounded by construction rather than by a
+ * caller's `limit`. The knowledge tag list is bounded the same way: a knowledge
+ * base has a fixed number of tag slots, so its vocabulary cannot grow past them.
  */
 const FULL_SET_LISTS = [
-  'GET /api/v2/credentials',
-  'GET /api/v2/custom-tools',
   'GET /api/v2/files/folders',
-  'GET /api/v2/knowledge',
+  'GET /api/v2/knowledge/[id]/tags',
   'GET /api/v2/knowledge/folders',
-  'GET /api/v2/mcp-servers',
-  'GET /api/v2/secrets',
-  'GET /api/v2/skills',
+  'GET /api/v2/mcp-servers/[id]/tools',
   'GET /api/v2/tables/[tableId]/groups',
   'GET /api/v2/tables/[tableId]/views',
   'GET /api/v2/tables/folders',
   'GET /api/v2/workflows/folders',
 ] as const
 
+/**
+ * Lists that deliberately truncate a fractional `limit` instead of rejecting it.
+ *
+ * These three shipped that leniency and published it in their OpenAPI
+ * description, so tightening them would turn a currently-successful request into
+ * an error. Everything else must reject — see the fractional-limit test below.
+ */
+const CLAMPED_LIMIT_LISTS = new Set<string>([
+  'GET /api/v2/files',
+  'GET /api/v2/logs',
+  'GET /api/v2/tables',
+])
+
 interface ContractLike {
   method: string
   path: string
@@ -95,7 +126,6 @@ function isContract(value: unknown): value is ContractLike {
   )
 }
 
-const MAX_SCHEMA_DEPTH = 12
 const PAGINATION_PARAMS = ['limit', 'cursor'] as const
 
 /**
@@ -201,6 +231,27 @@ function paginationParams(variants: string[][]): { any: string[]; all: string[]
   }
 }
 
+/**
+ * Whether a fractional `limit` is rejected by whichever slot carries it.
+ *
+ * The other required params are left out on purpose: the schema reports every
+ * failure at once, so it is enough to ask whether one of them is about `limit`.
+ * That keeps this free of per-resource fixtures and lets it run over every list
+ * the sweep finds — which matters, because the one list that still carried the
+ * original `LIMIT 2.5` defect was the one nobody remembered to add to a
+ * hand-written list.
+ */
+function rejectsFractionalLimit(contract: ContractLike): boolean {
+  for (const schema of [contract.query, contract.body]) {
+    if (!schema) continue
+    const result = schema.safeParse({ limit: '1.5' })
+    if (!result.success && result.error.issues.some((issue) => issue.path[0] === 'limit')) {
+      return true
+    }
+  }
+  return false
+}
+
 function listContractFiles(dir: string): string[] {
   const files: string[] = []
   for (const entry of readdirSync(dir, { withFileTypes: true }).sort((a, b) =>
@@ -221,6 +272,10 @@ interface V2ListContract {
   key: string
   name: string
   params: { any: string[]; all: string[] }
+  /** `undefined` when the contract has no `query`; `null` when it could not be introspected. */
+  strictQuery: boolean | null | undefined
+  /** Whether a fractional `limit` draws a validation issue on `limit` itself. */
+  rejectsFractionalLimit: boolean
 }
 
 /**
@@ -245,7 +300,13 @@ async function sweepV2ListContracts(): Promise<V2ListContract[]> {
       const label = `${name} (${key})`
       if (!isListResponse(label, value.response?.schema)) continue
       if (found.has(key)) continue
-      found.set(key, { key, name, params: paginationParams(inputVariants(label, value)) })
+      found.set(key, {
+        key,
+        name,
+        params: paginationParams(inputVariants(label, value)),
+        strictQuery: value.query ? rejectsUnknownKeys(value.query) : undefined,
+        rejectsFractionalLimit: rejectsFractionalLimit(value),
+      })
     }
   }
   return [...found.values()].sort((a, b) => a.key.localeCompare(b.key))
@@ -268,7 +329,7 @@ describe('v2 list pagination split', () => {
 
       expect(
         unclassified,
-        'A new v2 list must be classified in PAGED_LISTS or FULL_SET_LISTS.'
+        'A new v2 list must be classified in PAGED_LISTS or FULL_SET_LISTS. See .agents/skills/v2-api-conventions/SKILL.md.'
       ).toEqual([])
       expect(contracts.map((c) => c.key).sort()).toEqual([...classified].sort())
     },
@@ -282,7 +343,7 @@ describe('v2 list pagination split', () => {
     for (const key of PAGED_LISTS) {
       expect(
         byKey.get(key)?.params.all,
-        `${key} is declared paged, so every input shape it accepts must offer limit and cursor`
+        `${key} is declared paged, so every input shape it accepts must offer limit and cursor. See .agents/skills/v2-api-conventions/SKILL.md.`
       ).toEqual(['limit', 'cursor'])
     }
   })
@@ -294,11 +355,55 @@ describe('v2 list pagination split', () => {
     for (const key of FULL_SET_LISTS) {
       expect(
         byKey.get(key)?.params.any,
-        `${key} returns the full set; adding a defaulted limit to any accepted input shape would truncate existing callers`
+        `${key} returns the full set; adding a defaulted limit to any accepted input shape would truncate existing callers. See .agents/skills/v2-api-conventions/SKILL.md.`
       ).toEqual([])
     }
   })
 
+  it('makes every v2 list query reject a param it does not implement', async () => {
+    const contracts = await loadV2ListContracts()
+    const byKey = new Map(contracts.map((c) => [c.key, c]))
+
+    for (const key of [...PAGED_LISTS, ...FULL_SET_LISTS]) {
+      const strictQuery = byKey.get(key)?.strictQuery
+      /**
+       * `undefined` is a list that takes no query at all — `POST .../query`
+       * carries its input in the body. `null` means the walk could not tell,
+       * which must fail rather than pass silently.
+       */
+      if (strictQuery === undefined) continue
+      expect(
+        strictQuery,
+        `${key} must declare its query \`.strict()\`. Zod strips unknown keys by default, so a non-strict list answers ?limit=1 with 200 and the whole set — the caller believes it bounded the response and it did not. See .agents/skills/v2-api-conventions/SKILL.md.`
+      ).toBe(true)
+    }
+  })
+
+  it('never lets a fractional limit reach the query as a fractional LIMIT', async () => {
+    const contracts = await loadV2ListContracts()
+    const byKey = new Map(contracts.map((c) => [c.key, c]))
+
+    for (const key of PAGED_LISTS) {
+      if (CLAMPED_LIMIT_LISTS.has(key)) continue
+      expect(
+        byKey.get(key)?.rejectsFractionalLimit,
+        `${key} accepts a fractional limit, which reaches Postgres as \`LIMIT 2.5\` and answers 500. Build the param from v2PaginationFields. See .agents/skills/v2-api-conventions/SKILL.md.`
+      ).toBe(true)
+    }
+  })
+
+  it('holds the clamping lists to truncation rather than rejection', async () => {
+    const contracts = await loadV2ListContracts()
+    const byKey = new Map(contracts.map((c) => [c.key, c]))
+
+    for (const key of CLAMPED_LIMIT_LISTS) {
+      expect(
+        byKey.get(key)?.rejectsFractionalLimit,
+        `${key} published that it truncates a fractional limit; rejecting it now would break callers relying on that.`
+      ).toBe(false)
+    }
+  })
+
   it('sees a pagination param hidden in a single union member', () => {
     const unionQuery = z.union([
       z.object({ workspaceId: z.string(), limit: z.coerce.number().default(50) }),
diff --git a/apps/sim/lib/api/contracts/v2/__tests__/pagination-limit.test.ts b/apps/sim/lib/api/contracts/v2/__tests__/pagination-limit.test.ts
new file mode 100644
index 00000000000..497c4a71c55
--- /dev/null
+++ b/apps/sim/lib/api/contracts/v2/__tests__/pagination-limit.test.ts
@@ -0,0 +1,112 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { v2ListBillingLogsContract } from '@/lib/api/contracts/v2/billing'
+import { v2ListCredentialsContract } from '@/lib/api/contracts/v2/credentials'
+import { v2ListCustomToolsContract } from '@/lib/api/contracts/v2/custom-tools'
+import { v2ListKnowledgeBasesContract } from '@/lib/api/contracts/v2/knowledge'
+import { v2ListSecretsContract } from '@/lib/api/contracts/v2/secrets'
+import {
+  V2_DEFAULT_PAGE_SIZE,
+  V2_MAX_PAGE_SIZE,
+  v2LimitSchema,
+} from '@/lib/api/contracts/v2/shared'
+import { v2ListSkillsContract } from '@/lib/api/contracts/v2/skills'
+import { v2ListWorkflowsContract } from '@/lib/api/contracts/v2/workflows'
+import { v2ListWorkspaceMembersContract } from '@/lib/api/contracts/v2/workspaces'
+
+/**
+ * `limit` is the one v2 query param whose value reaches SQL as a number rather
+ * than a bound comparison, so a value that survives validation but is not a
+ * whole number lands in `LIMIT`. `GET /api/v2/workflows` shipped without
+ * `.int()` — copied from a sibling that had it — and `?limit=1.5` therefore
+ * became `LIMIT 2.5`, a Postgres type error surfacing as 500. A caller-supplied
+ * query value must never be able to produce a 500.
+ */
+describe('v2 limit validation', () => {
+  const WORKSPACE = '00000000-0000-4000-8000-000000000000'
+
+  function parseLimit(limit: string) {
+    return v2ListWorkflowsContract.query?.safeParse({ workspaceId: WORKSPACE, limit })
+  }
+
+  it('rejects a fractional limit instead of passing it through to SQL', () => {
+    for (const limit of ['1.5', '2.5', '3.7', '99.9']) {
+      const parsed = parseLimit(limit)
+      expect(parsed?.success, `limit=${limit} must not parse`).toBe(false)
+      expect(parsed?.error?.issues[0]?.message).toBe('limit must be a whole number')
+    }
+  })
+
+  it('still accepts an integral limit written with a decimal point', () => {
+    const parsed = parseLimit('2.0')
+    expect(parsed?.success).toBe(true)
+    expect(parsed?.success && parsed.data.limit).toBe(2)
+  })
+
+  it('names the parameter for a non-finite limit rather than "expected number, received number"', () => {
+    for (const limit of ['Infinity', '-Infinity', 'abc']) {
+      const parsed = parseLimit(limit)
+      expect(parsed?.success).toBe(false)
+      expect(parsed?.error?.issues[0]?.message).toBe('limit must be a number')
+    }
+  })
+
+  it('reports the bound it enforces', () => {
+    expect(parseLimit('0')?.error?.issues[0]?.message).toBe('limit must be at least 1')
+    expect(parseLimit('101')?.error?.issues[0]?.message).toBe(
+      `limit cannot exceed ${V2_MAX_PAGE_SIZE}`
+    )
+  })
+
+  /**
+   * The five collections that gained pagination in this change, plus the three
+   * that already had it. Every one must answer a fractional `limit` the same
+   * way — the divergence is what let `/workflows` drift into a 500 while its
+   * two same-file siblings stayed correct.
+   */
+  const PAGED_CONTRACTS = [
+    ['workflows', v2ListWorkflowsContract, { workspaceId: WORKSPACE }],
+    ['workspace members', v2ListWorkspaceMembersContract, {}],
+    ['billing logs', v2ListBillingLogsContract, { workspaceId: WORKSPACE }],
+    ['credentials', v2ListCredentialsContract, { workspaceId: WORKSPACE }],
+    ['custom tools', v2ListCustomToolsContract, { workspaceId: WORKSPACE }],
+    ['knowledge bases', v2ListKnowledgeBasesContract, { workspaceId: WORKSPACE }],
+    ['secrets', v2ListSecretsContract, { workspaceId: WORKSPACE }],
+    ['skills', v2ListSkillsContract, { workspaceId: WORKSPACE }],
+  ] as const
+
+  it.each(PAGED_CONTRACTS)('rejects a fractional limit on %s', (_name, contract, base) => {
+    const parsed = contract.query?.safeParse({ ...base, limit: '1.5' })
+    expect(parsed?.success).toBe(false)
+    expect(parsed?.error?.issues[0]?.message).toBe('limit must be a whole number')
+  })
+
+  it.each(PAGED_CONTRACTS)('defaults %s to the shared page size', (_name, contract, base) => {
+    const parsed = contract.query?.safeParse(base)
+    expect(parsed?.success).toBe(true)
+    expect(parsed?.success && parsed.data.limit).toBe(V2_DEFAULT_PAGE_SIZE)
+  })
+
+  /**
+   * `/files`, `/logs`, and `/tables` shipped truncating and clamping instead,
+   * and published that leniency in their OpenAPI description, so they keep it.
+   * Pinning it here is what makes the difference deliberate rather than another
+   * copy that lost its `.int()`.
+   */
+  describe('the clamping variant kept for already-shipped lenient lists', () => {
+    const clamped = v2LimitSchema({ max: 1000, fallback: 100, outOfRange: 'clamp' })
+
+    it('truncates a fractional limit rather than rejecting it', () => {
+      expect(clamped.parse('1.5')).toBe(1)
+      expect(clamped.parse('7.9')).toBe(7)
+    })
+
+    it('clamps out-of-range values into the accepted band', () => {
+      expect(clamped.parse('0')).toBe(1)
+      expect(clamped.parse('-5')).toBe(1)
+      expect(clamped.parse('99999')).toBe(1000)
+    })
+  })
+})
diff --git a/apps/sim/lib/api/contracts/v2/__tests__/schema-introspection.test.ts b/apps/sim/lib/api/contracts/v2/__tests__/schema-introspection.test.ts
new file mode 100644
index 00000000000..738f230ba99
--- /dev/null
+++ b/apps/sim/lib/api/contracts/v2/__tests__/schema-introspection.test.ts
@@ -0,0 +1,75 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { z } from 'zod'
+import {
+  issueCodes,
+  rejectsUnknownKeys,
+  type SchemaLike,
+  strictnessTargets,
+} from '@/lib/api/contracts/v2/__tests__/schema-introspection'
+
+const strictObject = z.object({ a: z.string() }).strict()
+const looseObject = z.object({ a: z.string() })
+
+describe('strictnessTargets', () => {
+  it('returns a plain object schema unchanged', () => {
+    expect(strictnessTargets(strictObject as unknown as SchemaLike)).toHaveLength(1)
+  })
+
+  it('expands a union into its members', () => {
+    expect(
+      strictnessTargets(z.union([strictObject, looseObject]) as unknown as SchemaLike)
+    ).toHaveLength(2)
+  })
+
+  it('unwraps a wrapper around a union, which the tables walker could not', () => {
+    expect(
+      strictnessTargets(z.union([strictObject, looseObject]).optional() as unknown as SchemaLike)
+    ).toHaveLength(2)
+  })
+})
+
+describe('rejectsUnknownKeys', () => {
+  it('reads a strict object as strict', () => {
+    expect(rejectsUnknownKeys(strictObject)).toBe(true)
+  })
+
+  it('reads a Zod 4 refined strict object as strict, because refine is a check and not a wrapper', () => {
+    expect(rejectsUnknownKeys(strictObject.refine(() => true))).toBe(true)
+  })
+
+  it('reads a non-strict object as non-strict', () => {
+    expect(rejectsUnknownKeys(looseObject)).toBe(false)
+  })
+
+  it('unwraps wrappers', () => {
+    expect(rejectsUnknownKeys(strictObject.optional())).toBe(true)
+    expect(rejectsUnknownKeys(looseObject.optional())).toBe(false)
+  })
+
+  /**
+   * The hole the pagination sweep used to carry: a union answered `null`, and a
+   * `null` verdict was skipped, so a union-shaped query opted out of the
+   * strictness sweep entirely. A union is only as strict as its weakest member.
+   */
+  it('rejects a union whose members are not all strict, rather than answering null', () => {
+    expect(rejectsUnknownKeys(z.union([strictObject, looseObject]))).toBe(false)
+    expect(rejectsUnknownKeys(z.union([strictObject, strictObject]))).toBe(true)
+    expect(rejectsUnknownKeys(z.union([strictObject, looseObject]).optional())).toBe(false)
+  })
+
+  it('answers null for a schema it cannot introspect, so the sweep fails loudly', () => {
+    expect(rejectsUnknownKeys(z.string())).toBeNull()
+    expect(rejectsUnknownKeys(undefined)).toBeNull()
+  })
+})
+
+describe('issueCodes', () => {
+  it('flattens the member failures nested under a union issue', () => {
+    const result = z.union([strictObject, strictObject]).safeParse({ a: 'x', unknown: 1 })
+    expect(result.success).toBe(false)
+    expect(issueCodes(result.error?.issues ?? [])).toContain('unrecognized_keys')
+  })
+})
diff --git a/apps/sim/lib/api/contracts/v2/__tests__/schema-introspection.ts b/apps/sim/lib/api/contracts/v2/__tests__/schema-introspection.ts
new file mode 100644
index 00000000000..708ac1b6610
--- /dev/null
+++ b/apps/sim/lib/api/contracts/v2/__tests__/schema-introspection.ts
@@ -0,0 +1,127 @@
+/**
+ * Shared Zod introspection for the v2 contract sweeps.
+ *
+ * Two sweeps ask the same question — "does this schema reject a key it does not
+ * declare?" — and each used to carry its own walker with the hole the other
+ * filled: the pagination sweep unwrapped wrappers but returned `null` for a
+ * union (which it then skipped), and the tables sweep expanded unions but not
+ * wrappers. A schema that is both wrapped and union-shaped was reachable by
+ * neither. One walker handles both so a strictness claim cannot be vacuous by
+ * virtue of which sweep happens to look at it.
+ */
+
+/** Depth cap so a self-referential `lazy` schema cannot spin the walk. */
+export const MAX_SCHEMA_DEPTH = 12
+
+export interface SchemaLike {
+  def?: Record<string, unknown>
+  safeParse: (value: unknown) => { success: boolean; error?: { issues: readonly unknown[] } }
+}
+
+function schemaDef(schema: unknown): Record<string, unknown> | undefined {
+  return (schema as { def?: Record<string, unknown> } | undefined)?.def
+}
+
+/**
+ * Flattens a schema onto the object schemas that actually carry strictness.
+ *
+ * Wrappers (`.optional()`, `.default()`, pipes) are unwrapped, and a union
+ * expands to its members, because a union is only as strict as its weakest
+ * member: asserting against the union itself is satisfied by any one strict
+ * member, so a sibling that stopped being strict would still sweep green.
+ *
+ * A schema the walk cannot resolve falls back to the schema itself, so callers
+ * that only `safeParse` the result keep working; use `rejectsUnknownKeys` when
+ * an unresolvable schema must be distinguishable from a non-strict one.
+ *
+ * Note that a Zod 4 `.refine()` is a check on the schema rather than a wrapper,
+ * so a refined object still reports `def.type === 'object'` and needs no
+ * unwrapping here.
+ */
+export function strictnessTargets(
+  schema: SchemaLike,
+  depth: number = MAX_SCHEMA_DEPTH
+): SchemaLike[] {
+  const resolved = resolveStrictnessTargets(schema, depth)
+  return resolved ?? [schema]
+}
+
+function resolveStrictnessTargets(schema: unknown, depth: number): SchemaLike[] | null {
+  if (!schema || depth <= 0) return null
+  const def = schemaDef(schema)
+  if (!def) return null
+
+  switch (def.type) {
+    case 'object':
+      return [schema as SchemaLike]
+    case 'union': {
+      const options = def.options as unknown[] | undefined
+      if (!options?.length) return null
+      const targets: SchemaLike[] = []
+      for (const option of options) {
+        const resolved = resolveStrictnessTargets(option, depth - 1)
+        if (!resolved) return null
+        targets.push(...resolved)
+      }
+      return targets
+    }
+    case 'lazy': {
+      const getter = def.getter
+      if (typeof getter !== 'function') return null
+      try {
+        return resolveStrictnessTargets(getter(), depth - 1)
+      } catch {
+        return null
+      }
+    }
+    default: {
+      const inner = def.innerType ?? def.in ?? def.schema
+      return inner ? resolveStrictnessTargets(inner, depth - 1) : null
+    }
+  }
+}
+
+/** Whether an object schema declares `catchall(never)`, i.e. is `.strict()`. */
+function isStrictObject(schema: SchemaLike): boolean {
+  const def = schemaDef(schema)
+  if (def?.type !== 'object') return false
+  return (def.catchall as { def?: { type?: string } } | undefined)?.def?.type === 'never'
+}
+
+/**
+ * Whether a schema rejects keys it does not declare, i.e. is `.strict()`.
+ *
+ * This is what separates "this list does not page" from "this list quietly
+ * throws your `limit` away". Zod strips unknown keys by default, so a full-set
+ * list that is not strict answers `?limit=1` with 200 and the entire set — the
+ * caller believes it bounded the response and it did not.
+ *
+ * Returns `null` when the walk cannot reach an object schema, so an
+ * un-introspectable schema fails loudly rather than passing as strict. A union
+ * is strict only when **every** member is.
+ */
+export function rejectsUnknownKeys(
+  schema: unknown,
+  depth: number = MAX_SCHEMA_DEPTH
+): boolean | null {
+  const targets = resolveStrictnessTargets(schema, depth)
+  if (!targets?.length) return null
+  return targets.every(isStrictObject)
+}
+
+/**
+ * Zod reports a union's member failures nested under the union issue, so a
+ * union-bodied contract needs the whole tree walked before "did any member
+ * reject the unknown key" can be answered.
+ */
+export function issueCodes(issues: readonly unknown[]): string[] {
+  return issues.flatMap((issue) => {
+    const entry = issue as { code?: string; errors?: unknown }
+    return [
+      ...(entry.code ? [entry.code] : []),
+      ...(Array.isArray(entry.errors)
+        ? entry.errors.flatMap((nested) => issueCodes(nested as readonly unknown[]))
+        : []),
+    ]
+  })
+}
diff --git a/apps/sim/lib/api/contracts/v2/__tests__/tables.test.ts b/apps/sim/lib/api/contracts/v2/__tests__/tables.test.ts
index 77b2b6f6405..8aa700675ad 100644
--- a/apps/sim/lib/api/contracts/v2/__tests__/tables.test.ts
+++ b/apps/sim/lib/api/contracts/v2/__tests__/tables.test.ts
@@ -1,42 +1,55 @@
 import { describe, expect, it } from 'vitest'
+import type { z } from 'zod'
+import {
+  issueCodes,
+  type SchemaLike,
+  strictnessTargets,
+} from '@/lib/api/contracts/v2/__tests__/schema-introspection'
+import * as tableContracts from '@/lib/api/contracts/v2/tables'
 import {
   V2_TABLE_IMPORT_OPTIONS_MAX_BYTES,
   v2ApiTableSchema,
   v2CreateTableBodySchema,
   v2CreateTableColumnBodySchema,
   v2CreateTableImportBodySchema,
+  v2CreateTableRowsBodySchema,
   v2CsvImportCreateColumnsSchema,
   v2CsvImportMappingSchema,
+  v2QueryRowsBodySchema,
   v2TableUploadImportSourceSchema,
   v2UpdateTableColumnBodySchema,
 } from '@/lib/api/contracts/v2/tables'
+import { getValidationErrorMessage } from '@/lib/api/server/validation'
 import { TABLE_LIMITS } from '@/lib/table/constants'
 import { CSV_DURABLE_MAX_FILE_SIZE_BYTES } from '@/lib/table/import'
 
 const WORKSPACE_ID = '6fc7631d-88cd-46f8-9f0a-d4764daef7f8'
 
 describe('v2 table column contracts', () => {
-  it('rejects required on every public column write', () => {
+  it('accepts required on every public column write so a column round-trips', () => {
     expect(
       v2CreateTableBodySchema.safeParse({
         workspaceId: WORKSPACE_ID,
         name: 'contacts',
         schema: { columns: [{ name: 'email', type: 'string', required: true }] },
-      }).success
-    ).toBe(false)
+      })
+    ).toMatchObject({
+      success: true,
+      data: { schema: { columns: [{ required: true }] } },
+    })
     expect(
       v2CreateTableColumnBodySchema.safeParse({
         workspaceId: WORKSPACE_ID,
         column: { name: 'email', type: 'string', required: true },
-      }).success
-    ).toBe(false)
+      })
+    ).toMatchObject({ success: true, data: { column: { required: true } } })
     expect(
       v2UpdateTableColumnBodySchema.safeParse({
         workspaceId: WORKSPACE_ID,
         columnName: 'email',
         updates: { required: true },
-      }).success
-    ).toBe(false)
+      })
+    ).toMatchObject({ success: true, data: { updates: { required: true } } })
   })
 
   it('keeps required in table responses for existing stored schemas', () => {
@@ -64,6 +77,92 @@ describe('v2 table column contracts', () => {
   })
 })
 
+interface BodyBearingContract {
+  method: string
+  path: string
+  body: SchemaLike
+}
+
+function isBodyBearingContract(value: unknown): value is BodyBearingContract {
+  if (typeof value !== 'object' || value === null) return false
+  const candidate = value as Record<string, unknown>
+  if (typeof candidate.method !== 'string' || typeof candidate.path !== 'string') return false
+  const body = candidate.body
+  return (
+    typeof body === 'object' &&
+    body !== null &&
+    typeof (body as { safeParse?: unknown }).safeParse === 'function'
+  )
+}
+
+describe('v2 table request bodies', () => {
+  const contracts = Object.entries(tableContracts)
+    .filter((entry): entry is [string, BodyBearingContract] => isBodyBearingContract(entry[1]))
+    .map(([name, contract]) => [`${contract.method} ${contract.path} (${name})`, contract] as const)
+
+  const bodySchemas = contracts.flatMap(([label, contract]) => {
+    const targets = strictnessTargets(contract.body)
+    return targets.length === 1
+      ? [[label, targets[0]] as const]
+      : targets.map((target, index) => [`${label} union member ${index}`, target] as const)
+  })
+
+  it('covers every table contract that accepts a body', () => {
+    expect(contracts.length).toBeGreaterThan(20)
+  })
+
+  /**
+   * Guards the sweep itself: if the rows body stopped expanding into its two
+   * members, every case below would collapse back to the vacuous union
+   * assertion without any test turning red.
+   */
+  it('sweeps each member of the union-bodied rows contract separately', () => {
+    expect(strictnessTargets(v2CreateTableRowsBodySchema)).toHaveLength(2)
+    expect(bodySchemas.length).toBeGreaterThan(contracts.length)
+  })
+
+  it.each(bodySchemas)('rejects an unrecognized key on %s', (_label, schema) => {
+    const result = schema.safeParse({ notAContractField: true })
+
+    expect(result.success).toBe(false)
+    expect(issueCodes(result.error?.issues ?? [])).toContain('unrecognized_keys')
+  })
+
+  /**
+   * A union's first issue is `invalid_union`, and its default message —
+   * `Invalid input` — is what the 400 body surfaces. The v2 conventions name
+   * that exact string as failing the "errors must be actionable" rule.
+   */
+  it('names both accepted shapes when the rows body matches neither', () => {
+    const result = v2CreateTableRowsBodySchema.safeParse({
+      workspaceId: WORKSPACE_ID,
+      data: { name: 'ada' },
+      bogus: 1,
+    })
+
+    expect(result.success).toBe(false)
+    expect(getValidationErrorMessage(result.error as z.ZodError)).toBe(
+      'Row insert body must be either { rows: [...] } for a batch insert or { data: {...} } for a single row'
+    )
+    expect(issueCodes(result.error?.issues ?? [])).toContain('unrecognized_keys')
+  })
+
+  /**
+   * The regression this class of bug actually produced: v1 named its row filter
+   * `filter`, and a non-strict query body answered that request with 200 and an
+   * unfiltered page.
+   */
+  it('rejects the v1-shaped filter key on the rows query body', () => {
+    const result = v2QueryRowsBodySchema.safeParse({
+      workspaceId: WORKSPACE_ID,
+      filter: { status: { $eq: 'active' } },
+    })
+
+    expect(result.success).toBe(false)
+    expect(issueCodes(result.error?.issues ?? [])).toContain('unrecognized_keys')
+  })
+})
+
 function uploadSource(size: number) {
   return {
     type: 'upload' as const,
diff --git a/apps/sim/lib/api/contracts/v2/audit-logs.ts b/apps/sim/lib/api/contracts/v2/audit-logs.ts
index b2485d29cfc..05da3ec2d0b 100644
--- a/apps/sim/lib/api/contracts/v2/audit-logs.ts
+++ b/apps/sim/lib/api/contracts/v2/audit-logs.ts
@@ -1,11 +1,15 @@
 import { z } from 'zod'
-import { organizationIdSchema } from '@/lib/api/contracts/primitives'
+import { booleanQueryFlagSchema, organizationIdSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   v1AuditLogParamsSchema,
   v1ListAuditLogsQuerySchema,
 } from '@/lib/api/contracts/v1/audit-logs'
-import { v2CursorListResponse, v2DataResponse } from '@/lib/api/contracts/v2/shared'
+import {
+  v2CursorListResponse,
+  v2DataResponse,
+  v2PaginationFields,
+} from '@/lib/api/contracts/v2/shared'
 
 /**
  * v2 audit-logs contracts. These are org-scoped enterprise endpoints. The
@@ -81,15 +85,18 @@ export const v2ListAuditLogsQuerySchema = v1ListAuditLogsQuerySchema
       'Inclusive ISO 8601 start timestamp.'
     ),
     endDate: v1ListAuditLogsQuerySchema.shape.endDate.describe('Inclusive ISO 8601 end timestamp.'),
-    includeDeparted: v1ListAuditLogsQuerySchema.shape.includeDeparted.describe(
-      'Include actions by users who have left the organization.'
-    ),
-    limit: v1ListAuditLogsQuerySchema.shape.limit.describe(
-      'Maximum entries per page, from 1 to 100.'
-    ),
-    cursor: v1ListAuditLogsQuerySchema.shape.cursor.describe(
-      'Opaque cursor returned by the previous page.'
-    ),
+    /**
+     * Declared with the shared boolean flag rather than reused from the v1
+     * shape: v1 spells it as a `'true'`/`'false'` string enum, and every other
+     * v2 boolean query param is a real boolean. The shared schema still accepts
+     * both strings, so `?includeDeparted=true` is unchanged for existing
+     * callers — it only widens what parses and fixes what the spec advertises.
+     */
+    includeDeparted: booleanQueryFlagSchema
+      .describe('Include actions by users who have left the organization.')
+      .optional()
+      .default(false),
+    ...v2PaginationFields({ description: 'Maximum audit entries to return per page.' }),
     organizationId: organizationIdSchema.describe(
       'Organization whose audit trail should be queried.'
     ),
diff --git a/apps/sim/lib/api/contracts/v2/billing.ts b/apps/sim/lib/api/contracts/v2/billing.ts
index 3dcfd28b9d9..c86d1224ce1 100644
--- a/apps/sim/lib/api/contracts/v2/billing.ts
+++ b/apps/sim/lib/api/contracts/v2/billing.ts
@@ -2,7 +2,11 @@ import { z } from 'zod'
 import { workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import { usageLogPeriodSchema, usageLogSourceSchema } from '@/lib/api/contracts/user'
-import { v2CursorListResponse, v2DataResponse } from '@/lib/api/contracts/v2/shared'
+import {
+  v2CursorListResponse,
+  v2DataResponse,
+  v2PaginationFields,
+} from '@/lib/api/contracts/v2/shared'
 
 /**
  * v2 billing contracts — separate read-only status and ledger resources.
@@ -20,17 +24,30 @@ const parseableDateSchema = z
   .min(1)
   .refine((value) => !Number.isNaN(Date.parse(value)), { error: 'Invalid date' })
 
-export const v2BillingStatusQuerySchema = z.object({
-  /**
-   * Resolve status against one workspace's payer. A workspace-scoped API key
-   * is always pinned to its own workspace; passing a different id returns 403.
-   */
-  workspaceId: workspaceIdSchema
-    .optional()
-    .describe(
-      'Workspace whose payer should be resolved. Workspace API keys are pinned to their own workspace.'
-    ),
-})
+/**
+ * `.strict()` carries more weight here than on an ordinary read. `workspaceId` is
+ * optional and selects *which payer* is reported, so a key Zod would otherwise strip —
+ * a mis-cased `workspaceID`, or a param copied from a sibling contract — silently
+ * demotes a workspace-scoped question to account scope and answers 200 about a
+ * different payer than the caller asked about. It is a wrong answer, not a cross-tenant
+ * read: `resolveBillingReadScope` still pins a workspace API key to its own workspace
+ * whatever the query says, so the reachable case is a personal key being told about its
+ * own account when it asked about a workspace. Rejecting the unknown key turns that
+ * wrong answer about money into a 400.
+ */
+export const v2BillingStatusQuerySchema = z
+  .object({
+    /**
+     * Resolve status against one workspace's payer. A workspace-scoped API key
+     * is always pinned to its own workspace; passing a different id returns 403.
+     */
+    workspaceId: workspaceIdSchema
+      .optional()
+      .describe(
+        'Workspace whose payer should be resolved. Workspace API keys are pinned to their own workspace.'
+      ),
+  })
+  .strict()
 
 /**
  * Current billing standing, credit allowance, and storage quota. Ledger rows
@@ -122,6 +139,14 @@ export const v2GetBillingStatusContract = defineRouteContract({
   },
 })
 
+/**
+ * Unlike the keyset lists, this ledger's `cursor` is a usage-event id resolved by
+ * lookup rather than a self-describing opaque cursor, so it cannot be re-validated
+ * from its own contents. A cursor that names no usage event is a 400
+ * (`UNKNOWN_CURSOR_MESSAGE`) rather than an unpositioned first page, so a pager
+ * holding a cursor from another environment or a wiped ledger fails loudly instead
+ * of looping over page 1 and counting the same credits on every lap.
+ */
 export const v2BillingLogsQuerySchema = z
   .object({
     source: usageLogSourceSchema.optional().describe('Restrict results to one usage source.'),
@@ -141,20 +166,9 @@ export const v2BillingLogsQuerySchema = z
     endDate: parseableDateSchema
       .optional()
       .describe('End of a custom window as a Date-parseable string; defaults to now.'),
-    limit: z.coerce
-      .number()
-      .int()
-      .min(1)
-      .max(100)
-      .optional()
-      .default(50)
-      .describe('Maximum usage events per page, from 1 to 100.'),
-    cursor: z
-      .string()
-      .min(1, 'cursor must be a non-empty token')
-      .optional()
-      .describe('Opaque cursor returned by the previous page.'),
+    ...v2PaginationFields({ description: 'Maximum usage events per page.' }),
   })
+  .strict()
   .refine((query) => query.period !== 'custom' || query.startDate !== undefined, {
     error: 'startDate is required when period is "custom"',
     path: ['startDate'],
diff --git a/apps/sim/lib/api/contracts/v2/credentials.ts b/apps/sim/lib/api/contracts/v2/credentials.ts
index 5e164406730..6694a626a3c 100644
--- a/apps/sim/lib/api/contracts/v2/credentials.ts
+++ b/apps/sim/lib/api/contracts/v2/credentials.ts
@@ -4,6 +4,7 @@ import { workspaceIdSchema } from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   v2CursorListResponse,
+  v2PaginationFields,
   v2SearchSchema,
   v2SortFields,
   v2TimestampSchema,
@@ -47,22 +48,29 @@ export type V2Credential = z.output<typeof v2CredentialSchema>
 export const v2CredentialSortFields = ['displayName', 'createdAt', 'updatedAt'] as const
 export type V2CredentialSortBy = (typeof v2CredentialSortFields)[number]
 
-export const v2ListCredentialsQuerySchema = z.object({
-  workspaceId: workspaceIdSchema.describe('Workspace whose credentials should be listed.'),
-  type: v2CredentialTypeSchema.optional().describe('Restrict results to this credential type.'),
-  providerId: z
-    .string()
-    .min(1, 'providerId cannot be empty')
-    .optional()
-    .describe('Restrict results to credentials for this integration provider.'),
-  search: v2SearchSchema.describe(
-    'Case-insensitive substring match against the credential display name.'
-  ),
-  ...v2SortFields(v2CredentialSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
-})
+export const v2ListCredentialsQuerySchema = z
+  .object({
+    workspaceId: workspaceIdSchema.describe('Workspace whose credentials should be listed.'),
+    type: v2CredentialTypeSchema.optional().describe('Restrict results to this credential type.'),
+    providerId: z
+      .string()
+      .min(1, 'providerId cannot be empty')
+      .optional()
+      .describe('Restrict results to credentials for this integration provider.'),
+    search: v2SearchSchema.describe(
+      'Case-insensitive substring match against the credential display name.'
+    ),
+    ...v2SortFields(v2CredentialSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
+    ...v2PaginationFields({ description: 'Maximum credentials to return per page.' }),
+  })
+  .strict()
 export type V2ListCredentialsQuery = z.output<typeof v2ListCredentialsQuerySchema>
 
-/** Lists OAuth and service-account connections. Credential mutations are intentionally absent. */
+/**
+ * Lists OAuth and service-account connections, keyset-paginated over the active
+ * sort. Credential mutations are intentionally absent. Nothing capped the
+ * per-workspace set before pagination, so the response grew without bound.
+ */
 export const v2ListCredentialsContract = defineRouteContract({
   method: 'GET',
   path: '/api/v2/credentials',
diff --git a/apps/sim/lib/api/contracts/v2/custom-tools.ts b/apps/sim/lib/api/contracts/v2/custom-tools.ts
index 9b259ca1686..ae764afba70 100644
--- a/apps/sim/lib/api/contracts/v2/custom-tools.ts
+++ b/apps/sim/lib/api/contracts/v2/custom-tools.ts
@@ -8,6 +8,7 @@ import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   v2CursorListResponse,
   v2DataResponse,
+  v2PaginationFields,
   v2SearchSchema,
   v2SortFields,
   v2TimestampSchema,
@@ -119,10 +120,13 @@ export const v2CustomToolSortFields = ['title', 'createdAt', 'updatedAt'] as con
 
 export type V2CustomToolSortBy = (typeof v2CustomToolSortFields)[number]
 
-export const v2ListCustomToolsQuerySchema = v2CustomToolWorkspaceQuerySchema.extend({
-  search: v2SearchSchema.describe('Case-insensitive substring match against the tool title.'),
-  ...v2SortFields(v2CustomToolSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
-})
+export const v2ListCustomToolsQuerySchema = v2CustomToolWorkspaceQuerySchema
+  .extend({
+    search: v2SearchSchema.describe('Case-insensitive substring match against the tool title.'),
+    ...v2SortFields(v2CustomToolSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
+    ...v2PaginationFields({ description: 'Maximum custom tools to return per page.' }),
+  })
+  .strict()
 
 export type V2ListCustomToolsQuery = z.output<typeof v2ListCustomToolsQuerySchema>
 
@@ -159,9 +163,9 @@ export const v2UpdateCustomToolBodySchema = z
 export type V2UpdateCustomToolBody = z.input<typeof v2UpdateCustomToolBodySchema>
 
 /**
- * Custom tool list. The per-workspace set is small and bounded, so the full set
- * is returned as a single page (`nextCursor` is always `null`); the canonical
- * cursor envelope keeps the v2 list surface uniform.
+ * Custom tool list, keyset-paginated over the active sort. Nothing capped the
+ * per-workspace set, and each row carries its full `code` and `schema`, so the
+ * response grew without bound before pagination.
  */
 export const v2ListCustomToolsContract = defineRouteContract({
   method: 'GET',
diff --git a/apps/sim/lib/api/contracts/v2/files.ts b/apps/sim/lib/api/contracts/v2/files.ts
index 01a50144b8b..8c8b5b7231d 100644
--- a/apps/sim/lib/api/contracts/v2/files.ts
+++ b/apps/sim/lib/api/contracts/v2/files.ts
@@ -16,6 +16,7 @@ import {
   v2FolderPathSchema,
   v2FolderSchema,
   v2ListFoldersQuerySchema,
+  v2PaginationFields,
   v2RelocateFolderBodySchema,
   v2SearchSchema,
   v2SortFields,
@@ -89,6 +90,14 @@ export const v2FileSchema = z
       .string()
       .describe('ISO 8601 timestamp of the last content or metadata write.')
       .meta({ format: 'date-time', examples: ['2026-01-15T10:30:00Z'] }),
+    /** Non-null only for a file `DELETE` archived; see `scope` on the list. */
+    deletedAt: z
+      .string()
+      .nullable()
+      .describe(
+        'ISO 8601 timestamp when the file was archived by `DELETE /files/{fileId}`, or null while the file is active. Only `GET /files?scope=archived` returns files with a non-null value.'
+      )
+      .meta({ format: 'date-time', examples: ['2026-01-16T09:00:00Z'] }),
   })
   .meta({
     id: 'V2File',
@@ -269,6 +278,15 @@ export const v2FileSortFields = ['name', 'size', 'uploadedAt', 'updatedAt'] as c
 
 export type V2FileSortBy = (typeof v2FileSortFields)[number]
 
+/**
+ * Listing scopes, matching the internal surface. `all` is deliberately absent
+ * on both: it drops the `deleted_at` predicate, so it cannot use the partial
+ * index that serves the other two and degrades to a full workspace scan.
+ */
+export const v2FileScopeSchema = z.enum(['active', 'archived'])
+
+export type V2FileScope = z.output<typeof v2FileScopeSchema>
+
 /**
  * List query: workspace scope, the v2 search/sort convention, an optional
  * folder filter, and opaque keyset cursor pagination. `limit` clamps to
@@ -285,15 +303,19 @@ export const v2ListFilesQuerySchema = z
     folderPath: v2FolderPathInputSchema
       .optional()
       .describe('Restrict results to files directly inside this folder.'),
+    scope: v2FileScopeSchema
+      .default('active')
+      .describe(
+        'Which lifecycle set to list: `active` (default) for live files, `archived` for files a `DELETE` soft-deleted and that `POST /files/{fileId}/restore` can bring back. `folderPath` resolves against active folders only, so combining it with `scope=archived` returns 404 when the containing folder was archived too.'
+      ),
     search: v2SearchSchema.describe('Case-insensitive substring match against the file name.'),
     ...v2SortFields(v2FileSortFields, { sortBy: 'uploadedAt', sortOrder: 'asc' }),
-    limit: z.coerce
-      .number()
-      .optional()
-      .default(100)
-      .transform((v) => Math.min(Math.max(1, Math.trunc(v)), 1000))
-      .describe('Maximum files per page, clamped to 1–1000.'),
-    cursor: z.string().min(1).optional().describe('Opaque cursor returned by the previous page.'),
+    ...v2PaginationFields({
+      max: 1000,
+      fallback: 100,
+      outOfRange: 'clamp',
+      description: 'Maximum files per page.',
+    }),
   })
   .strict()
 
@@ -313,6 +335,14 @@ export const v2RenameFileBodySchema = z
   })
   .strict()
 
+export const v2RestoreFileBodySchema = z
+  .object({
+    workspaceId: workspaceIdSchema.describe('Workspace that owns the archived file.'),
+  })
+  .strict()
+
+export type V2RestoreFileBody = z.input<typeof v2RestoreFileBodySchema>
+
 export type V2RenameFileBody = z.input<typeof v2RenameFileBodySchema>
 
 const fileSelectionSchema = {
@@ -587,6 +617,17 @@ export const v2DeleteFileContract = defineRouteContract({
   },
 })
 
+export const v2RestoreFileContract = defineRouteContract({
+  method: 'POST',
+  path: '/api/v2/files/[fileId]/restore',
+  params: v2FileParamsSchema,
+  body: v2RestoreFileBodySchema,
+  response: {
+    mode: 'json',
+    schema: v2DataResponse(v2FileSchema),
+  },
+})
+
 export const v2MoveFileItemsContract = defineRouteContract({
   method: 'POST',
   path: '/api/v2/files/move',
diff --git a/apps/sim/lib/api/contracts/v2/knowledge.ts b/apps/sim/lib/api/contracts/v2/knowledge.ts
index acc4ecf3ed1..6e3078d2c37 100644
--- a/apps/sim/lib/api/contracts/v2/knowledge.ts
+++ b/apps/sim/lib/api/contracts/v2/knowledge.ts
@@ -25,6 +25,7 @@ import {
   v2FolderPathSchema,
   v2FolderSchema,
   v2ListFoldersQuerySchema,
+  v2PaginationFields,
   v2RelocateFolderBodySchema,
   v2SearchSchema,
   v2SortFields,
@@ -38,6 +39,7 @@ import {
   v2UploadTransferSchema,
 } from '@/lib/api/contracts/v2/uploads'
 import { DEFAULT_CHUNKING_CONFIG } from '@/lib/knowledge/constants'
+import { rerankerModelSchema } from '@/lib/knowledge/reranker-models'
 import { knowledgeDocumentUploadMetadataSchema } from '@/lib/knowledge/upload-metadata'
 import { MAX_KNOWLEDGE_DOCUMENT_FILE_SIZE } from '@/lib/uploads/shared/types'
 
@@ -224,11 +226,57 @@ export const v2KnowledgeDocumentSummarySchema = v2KnowledgeDocumentCoreSchema
 export type V2KnowledgeDocumentSummary = z.output<typeof v2KnowledgeDocumentSummarySchema>
 
 /**
- * Document detail — the summary plus processing state and connector provenance.
- * Every field is always present (nullable), mirroring the v1 detail projection.
+ * Tag values carried on a document read, keyed by tag **display name**.
+ *
+ * The read and write surfaces address tags differently, deliberately:
+ *
+ * - **Reads are name-keyed.** This map, the `metadata` map on a search result,
+ *   and the `tagName` in a search or document-list tag filter all speak display
+ *   names, so everything a caller reads or filters by uses one vocabulary.
+ * - **Writes are slot-keyed** (`tag1`..`tag7` on upload and on document update),
+ *   because a slot is the addressable column and a display name is only unique
+ *   per knowledge base and may be renamed.
+ *
+ * `GET /api/v2/knowledge/{id}/tags` is the mapping between the two. A slot that
+ * holds a value but has no definition in the knowledge base appears under its
+ * raw slot name, matching how knowledge search projects the same columns.
+ */
+export const v2KnowledgeDocumentTagsSchema = z
+  .record(
+    z.string(),
+    z
+      .union([z.string(), z.number(), z.boolean(), z.null()])
+      .describe('Tag value; dates are ISO 8601 strings and an unset tag is null.')
+  )
+  .describe(
+    'Document tag values keyed by tag display name. Writes address the same tags by slot (`tag1`..`tag7`); resolve names to slots with GET /api/v2/knowledge/{id}/tags.'
+  )
+  .meta({ examples: [{ category: 'billing', priority: 2 }] })
+
+/**
+ * Document list item — the summary plus its tag values. Upload acknowledgements
+ * keep the plain summary: they echo a document the caller has just described,
+ * so there is no vocabulary to resolve for them.
+ */
+export const v2KnowledgeTaggedDocumentSchema = v2KnowledgeDocumentSummarySchema
+  .extend({
+    tags: v2KnowledgeDocumentTagsSchema,
+  })
+  .meta({
+    id: 'V2KnowledgeTaggedDocument',
+    title: 'Knowledge document list item',
+    description: 'Document summary with the document tag values keyed by display name.',
+  })
+export type V2KnowledgeTaggedDocument = z.output<typeof v2KnowledgeTaggedDocumentSchema>
+
+/**
+ * Document detail — the summary plus tag values, processing state and connector
+ * provenance. Every field is always present (nullable), mirroring the v1 detail
+ * projection.
  */
 export const v2KnowledgeDocumentSchema = v2KnowledgeDocumentSummarySchema
   .extend({
+    tags: v2KnowledgeDocumentTagsSchema,
     processingError: z
       .string()
       .nullable()
@@ -266,6 +314,10 @@ export type V2KnowledgeDocument = z.output<typeof v2KnowledgeDocumentSchema>
  */
 export const v2KnowledgeSearchResultSchema = z
   .object({
+    knowledgeBaseId: z
+      .string()
+      .describe('Knowledge base the matching chunk came from; a search may span up to 20.')
+      .meta({ examples: ['7c9e6679-7425-40de-944b-e07fc1f90ae7'] }),
     documentId: z
       .string()
       .describe('Identifier of the document containing the matching chunk.')
@@ -300,6 +352,13 @@ export const v2KnowledgeSearchResultSchema = z
       .number()
       .describe('Similarity score for vector search; tag-only matches use 1.')
       .meta({ examples: [0.8423] }),
+    rerankerScore: z
+      .number()
+      .optional()
+      .describe(
+        'Relevance score assigned by the reranker, present only on results a reranker ordered. Results are ordered by this score when it is present, which is why it can disagree with `similarity`.'
+      )
+      .meta({ examples: [0.9312] }),
   })
   .meta({
     id: 'V2KnowledgeSearchResult',
@@ -504,6 +563,7 @@ export const v2ListKnowledgeBasesQuerySchema = z
       .describe('Restrict results to knowledge bases in this folder.'),
     search: v2SearchSchema,
     ...v2SortFields(v2KnowledgeBaseSortFields, { sortBy: 'createdAt', sortOrder: 'asc' }),
+    ...v2PaginationFields({ description: 'Maximum knowledge bases to return per page.' }),
   })
   .strict()
 
@@ -578,11 +638,12 @@ export const v2UpdateKnowledgeBaseBodySchema = z
   })
 
 /**
- * KB list. `getKnowledgeBases` returns the full workspace set (a small, bounded
- * per-workspace list), so today the cursor list is a single full page
- * (`nextCursor` always `null`). The canonical cursor envelope keeps the v2 list
- * surface uniform; real pagination can be added later behind the opaque cursor.
- * Search, folder filter, and sort all run in that query, not over its result.
+ * KB list, keyset-paginated over the active sort. Search, folder filter, and
+ * sort all run in the query, not over its result.
+ *
+ * Before pagination this list returned `nextCursor` while rejecting `limit` and
+ * `cursor` outright, so it advertised a pagination scheme no caller could
+ * drive.
  */
 export const v2ListKnowledgeBasesContract = defineRouteContract({
   method: 'GET',
@@ -699,7 +760,7 @@ export const v2DeleteKnowledgeFolderContract = defineRouteContract({
   response: { mode: 'json', schema: v2DataResponse(v2DeleteKnowledgeFolderDataSchema) },
 })
 
-const v2KnowledgeSearchTagFilterSchema = v1SearchTagFilterSchema
+export const v2KnowledgeSearchTagFilterSchema = v1SearchTagFilterSchema
   .extend({
     tagName: v1SearchTagFilterSchema.shape.tagName
       .describe('Display name of the tag to filter.')
@@ -738,11 +799,29 @@ export const v2KnowledgeSearchBodySchema = v1KnowledgeSearchBodySchema.safeExten
     .array(v2KnowledgeSearchTagFilterSchema)
     .optional()
     .describe(
-      'Structured tag filters. Supported across multiple knowledge bases, but each filtered tag must resolve to the same slot and field type in every knowledge base selected; a tag missing from one of them, or defined inconsistently across them, is rejected and those knowledge bases must be searched separately. With a single knowledge base, an unknown tag name is simply ignored.'
+      'Structured tag filters. Supported across multiple knowledge bases, but each filtered tag must resolve to the same slot and field type in every knowledge base selected; a tag missing from one of them, or defined inconsistently across them, is rejected and those knowledge bases must be searched separately. A tag name defined in none of the selected knowledge bases is rejected, never ignored; list the available names with GET /api/v2/knowledge/{id}/tags.'
     ),
   searchMode: v1KnowledgeSearchBodySchema.shape.searchMode.describe(
     'Retrieval strategy: vector is semantic-only, while hybrid also runs full-text search.'
   ),
+  rerankerEnabled: z
+    .boolean()
+    .optional()
+    .describe(
+      'Re-order retrieved chunks with a reranking model before truncating to `topK`. Ignored for a tag-only search, which has no query to rank against. Reranking is billed as an additional search unit.'
+    ),
+  rerankerModel: rerankerModelSchema
+    .optional()
+    .describe('Reranking model to use; required for reranking to run.'),
+  rerankerInputCount: z
+    .number()
+    .int('rerankerInputCount must be a whole number')
+    .min(1, 'rerankerInputCount must be at least 1')
+    .max(100, 'rerankerInputCount cannot exceed 100')
+    .optional()
+    .describe(
+      'How many candidate chunks to retrieve before reranking. Defaults to four times `topK`, capped at 100. A larger pool costs more retrieval work but gives the reranker more to choose from.'
+    ),
 })
 export type V2KnowledgeSearchBody = z.input<typeof v2KnowledgeSearchBodySchema>
 
@@ -756,6 +835,53 @@ export const v2SearchKnowledgeContract = defineRouteContract({
   },
 })
 
+/** Maximum tag filters accepted on one document-list request. */
+export const MAX_V2_KNOWLEDGE_DOCUMENT_TAG_FILTERS = 10
+
+const v2KnowledgeDocumentTagFiltersSchema = z
+  .array(v2KnowledgeSearchTagFilterSchema)
+  .max(
+    MAX_V2_KNOWLEDGE_DOCUMENT_TAG_FILTERS,
+    `tagFilters cannot contain more than ${MAX_V2_KNOWLEDGE_DOCUMENT_TAG_FILTERS} filters`
+  )
+
+export type V2KnowledgeDocumentTagFilters = z.output<typeof v2KnowledgeDocumentTagFiltersSchema>
+
+export type ParsedV2KnowledgeTagFilters =
+  | { success: true; filters: V2KnowledgeDocumentTagFilters | undefined }
+  | { success: false; message: string }
+
+/**
+ * Decodes the JSON-encoded `tagFilters` query param.
+ *
+ * A query param cannot carry a structured array, so the filters travel as JSON
+ * text and are validated here rather than by the query schema. The result is a
+ * discriminated union so the caller renders a 400 — no input can escape as an
+ * unhandled parse failure.
+ */
+export function parseV2KnowledgeTagFiltersParam(
+  value: string | undefined
+): ParsedV2KnowledgeTagFilters {
+  if (value === undefined) return { success: true, filters: undefined }
+  let decoded: unknown
+  try {
+    decoded = JSON.parse(value)
+  } catch {
+    return { success: false, message: 'tagFilters must be a JSON-encoded array of tag filters' }
+  }
+  const parsed = v2KnowledgeDocumentTagFiltersSchema.safeParse(decoded)
+  if (!parsed.success) {
+    const issue = parsed.error.issues[0]
+    return {
+      success: false,
+      message: `tagFilters is not a valid tag filter array${
+        issue ? `: ${[...issue.path, issue.message].join(' ')}` : ''
+      }`,
+    }
+  }
+  return { success: true, filters: parsed.data }
+}
+
 /**
  * Document list query: the v1 search/filter/sort/limit shape with `offset`
  * swapped for an opaque `cursor`. Total doc count is available as `docCount` on
@@ -781,7 +907,15 @@ export const v2ListKnowledgeDocumentsQuerySchema = v1ListKnowledgeDocumentsQuery
     ),
     sortOrder: v1ListKnowledgeDocumentsQuerySchema.shape.sortOrder.describe('Sort direction.'),
     cursor: z.string().min(1).optional().describe('Opaque cursor returned by the previous page.'),
+    tagFilters: z
+      .string()
+      .optional()
+      .describe(
+        `A JSON-encoded array of at most ${MAX_V2_KNOWLEDGE_DOCUMENT_TAG_FILTERS} tag filters, using the same display-name shape as knowledge search: \`[{"tagName":"category","operator":"eq","value":"billing"}]\`. A name that is not defined in this knowledge base is rejected, never ignored.`
+      )
+      .meta({ examples: ['[{"tagName":"category","operator":"eq","value":"billing"}]'] }),
   })
+  .strict()
 export type V2ListKnowledgeDocumentsQuery = z.output<typeof v2ListKnowledgeDocumentsQuerySchema>
 
 export const v2ListKnowledgeDocumentsContract = defineRouteContract({
@@ -791,7 +925,7 @@ export const v2ListKnowledgeDocumentsContract = defineRouteContract({
   query: v2ListKnowledgeDocumentsQuerySchema,
   response: {
     mode: 'json',
-    schema: v2CursorListResponse(v2KnowledgeDocumentSummarySchema),
+    schema: v2CursorListResponse(v2KnowledgeTaggedDocumentSchema),
   },
 })
 
@@ -862,6 +996,336 @@ export const v2GetKnowledgeDocumentContract = defineRouteContract({
   },
 })
 
+/**
+ * A tag definition — the mapping between the display name reads and filters use
+ * and the slot writes address.
+ */
+export const v2KnowledgeTagSchema = z
+  .object({
+    displayName: z
+      .string()
+      .describe('Display name used by tag filters and by tag values on document reads.')
+      .meta({ examples: ['category'] }),
+    tagSlot: z
+      .string()
+      .describe(
+        'Storage slot the tag occupies. Document writes set tag values by slot (`tag1`..`tag7`).'
+      )
+      .meta({ examples: ['tag1'] }),
+    fieldType: z
+      .string()
+      .describe('Value type stored in the slot; it determines the valid filter operators.')
+      .meta({ examples: ['text'] }),
+  })
+  .strict()
+  .meta({
+    id: 'V2KnowledgeTag',
+    title: 'Knowledge tag',
+    description: 'A tag defined on a knowledge base, and the slot it is stored in.',
+  })
+export type V2KnowledgeTag = z.output<typeof v2KnowledgeTagSchema>
+
+/**
+ * Tag vocabulary for one knowledge base. A full-set list: the number of tags is
+ * bounded by the fixed slot table, so the whole set is always one page and
+ * `nextCursor` is always null.
+ */
+export const v2ListKnowledgeTagsContract = defineRouteContract({
+  method: 'GET',
+  path: '/api/v2/knowledge/[id]/tags',
+  params: v2KnowledgeBaseParamsSchema,
+  query: v1KnowledgeWorkspaceQuerySchema
+    .extend({
+      workspaceId: v1KnowledgeWorkspaceQuerySchema.shape.workspaceId.describe(
+        'Workspace that owns the knowledge base.'
+      ),
+    })
+    .strict(),
+  response: {
+    mode: 'json',
+    schema: v2CursorListResponse(v2KnowledgeTagSchema),
+  },
+})
+
+const v2UpdateKnowledgeDocumentTagSlotSchema = z
+  .string()
+  .max(1000, 'Tag values cannot exceed 1000 characters')
+
+/**
+ * Number, date and boolean tag slots take their natural JSON type, mirroring
+ * how a document read projects them. The storage columns are typed
+ * (`double precision`, `timestamp`, `boolean`), so accepting a loose string
+ * here would push a malformed value onto a parser that answers `null` — the
+ * caller would get 200 and a silently cleared tag instead of a 400 naming the
+ * field.
+ */
+const v2UpdateKnowledgeDocumentNumberSlotSchema = z
+  .number()
+  .finite('Number tag values must be a finite number')
+
+const v2UpdateKnowledgeDocumentDateSlotSchema = z
+  .string()
+  .regex(/^\d{4}-\d{2}-\d{2}$/, 'Date tag values must be formatted YYYY-MM-DD')
+  .refine((value) => {
+    const [year, month, day] = value.split('-').map(Number)
+    const date = new Date(year, month - 1, day)
+    return date.getFullYear() === year && date.getMonth() === month - 1 && date.getDate() === day
+  }, 'Date tag values must be a real calendar date')
+
+const v2UpdateKnowledgeDocumentBooleanSlotSchema = z.boolean()
+
+/** The typed tag slots, declared once so the body and its mutex refine agree. */
+const v2UpdateKnowledgeDocumentTagSlotFields = {
+  tag1: v2UpdateKnowledgeDocumentTagSlotSchema.optional().describe('New value for tag slot 1.'),
+  tag2: v2UpdateKnowledgeDocumentTagSlotSchema.optional().describe('New value for tag slot 2.'),
+  tag3: v2UpdateKnowledgeDocumentTagSlotSchema.optional().describe('New value for tag slot 3.'),
+  tag4: v2UpdateKnowledgeDocumentTagSlotSchema.optional().describe('New value for tag slot 4.'),
+  tag5: v2UpdateKnowledgeDocumentTagSlotSchema.optional().describe('New value for tag slot 5.'),
+  tag6: v2UpdateKnowledgeDocumentTagSlotSchema.optional().describe('New value for tag slot 6.'),
+  tag7: v2UpdateKnowledgeDocumentTagSlotSchema.optional().describe('New value for tag slot 7.'),
+  number1: v2UpdateKnowledgeDocumentNumberSlotSchema
+    .optional()
+    .describe('New value for number tag slot 1.'),
+  number2: v2UpdateKnowledgeDocumentNumberSlotSchema
+    .optional()
+    .describe('New value for number tag slot 2.'),
+  number3: v2UpdateKnowledgeDocumentNumberSlotSchema
+    .optional()
+    .describe('New value for number tag slot 3.'),
+  number4: v2UpdateKnowledgeDocumentNumberSlotSchema
+    .optional()
+    .describe('New value for number tag slot 4.'),
+  number5: v2UpdateKnowledgeDocumentNumberSlotSchema
+    .optional()
+    .describe('New value for number tag slot 5.'),
+  date1: v2UpdateKnowledgeDocumentDateSlotSchema
+    .optional()
+    .describe('New value for date tag slot 1, formatted YYYY-MM-DD.'),
+  date2: v2UpdateKnowledgeDocumentDateSlotSchema
+    .optional()
+    .describe('New value for date tag slot 2, formatted YYYY-MM-DD.'),
+  boolean1: v2UpdateKnowledgeDocumentBooleanSlotSchema
+    .optional()
+    .describe('New value for boolean tag slot 1.'),
+  boolean2: v2UpdateKnowledgeDocumentBooleanSlotSchema
+    .optional()
+    .describe('New value for boolean tag slot 2.'),
+  boolean3: v2UpdateKnowledgeDocumentBooleanSlotSchema
+    .optional()
+    .describe('New value for boolean tag slot 3.'),
+} as const
+
+/** Every writable tag slot, in the order `TAG_SLOT_CONFIG` declares them. */
+export const V2_WRITABLE_TAG_SLOTS = Object.keys(
+  v2UpdateKnowledgeDocumentTagSlotFields
+) as ReadonlyArray<keyof typeof v2UpdateKnowledgeDocumentTagSlotFields>
+
+/**
+ * Document update body.
+ *
+ * Only the fields a caller owns are accepted. Derived indexing state
+ * (`chunkCount`, `tokenCount`, `characterCount`, `processingStatus`,
+ * `processingError`) is deliberately absent: it is written by the processing
+ * pipeline, and letting a caller assert `processingStatus: "completed"` on a
+ * document that was never indexed would silently corrupt search results.
+ *
+ * `retryProcessing` requeues a failed or stuck document and is mutually
+ * exclusive with the field updates — the retry runs instead of them, so
+ * accepting both would silently drop half the request.
+ */
+export const v2UpdateKnowledgeDocumentBodySchema = z
+  .object({
+    workspaceId: workspaceIdSchema.describe('Workspace that owns the knowledge base.'),
+    filename: z
+      .string()
+      .trim()
+      .min(1, 'filename cannot be empty')
+      .max(255, 'filename is too long')
+      .optional()
+      .describe('New filename for the document.')
+      .meta({ examples: ['getting-started-v2.pdf'] }),
+    enabled: z
+      .boolean()
+      .optional()
+      .describe('Whether the document participates in search. Disabling keeps it indexed.'),
+    ...v2UpdateKnowledgeDocumentTagSlotFields,
+    retryProcessing: z
+      .literal(true)
+      .optional()
+      .describe(
+        'Requeue the document for processing. Send it alone: no other field may accompany it.'
+      ),
+  })
+  .strict()
+  .superRefine((body, ctx) => {
+    const mutatedFields = (['filename', 'enabled', ...V2_WRITABLE_TAG_SLOTS] as const).filter(
+      (field) => body[field] !== undefined
+    )
+    if (body.retryProcessing && mutatedFields.length > 0) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['retryProcessing'],
+        message: `retryProcessing cannot be combined with ${mutatedFields.join(', ')}; send it on its own request`,
+      })
+      return
+    }
+    if (!body.retryProcessing && mutatedFields.length === 0) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['filename'],
+        message: 'At least one of filename, enabled, tag1-tag7, or retryProcessing is required',
+      })
+    }
+  })
+export type V2UpdateKnowledgeDocumentBody = z.input<typeof v2UpdateKnowledgeDocumentBodySchema>
+
+/** Acknowledgement for a document requeued by `retryProcessing`. */
+export const v2KnowledgeDocumentProcessingSchema = z
+  .object({
+    id: z.string().describe('Identifier of the requeued document.'),
+    queued: z.literal(true).describe('Confirms that processing was requeued.'),
+    processingStatus: z
+      .string()
+      .describe('Processing state the document was moved to.')
+      .meta({ examples: ['pending'] }),
+    message: z.string().describe('Human-readable outcome of the requeue.'),
+  })
+  .strict()
+  .meta({
+    id: 'V2KnowledgeDocumentProcessing',
+    title: 'Knowledge document processing acknowledgement',
+    description: 'Acknowledgement returned when a document is requeued for processing.',
+  })
+
+/**
+ * The update response is the updated document with its tag values, except for a
+ * `retryProcessing` request, which returns the requeue acknowledgement — the
+ * document's indexing state is not yet settled at that point, so returning it
+ * would be a snapshot of work in flight. The acknowledgement carries
+ * `queued: true`, which the document never does.
+ *
+ * The updated document omits the connector provenance the detail read carries:
+ * the update writes and returns the document row alone. Re-read with GET for the
+ * full detail.
+ */
+const v2UpdateKnowledgeDocumentDataSchema = z.union([
+  v2KnowledgeTaggedDocumentSchema,
+  v2KnowledgeDocumentProcessingSchema,
+])
+
+export const v2UpdateKnowledgeDocumentContract = defineRouteContract({
+  method: 'PATCH',
+  path: '/api/v2/knowledge/[id]/documents/[documentId]',
+  params: v2KnowledgeDocumentParamsSchema,
+  body: v2UpdateKnowledgeDocumentBodySchema,
+  response: {
+    mode: 'json',
+    schema: v2DataResponse(v2UpdateKnowledgeDocumentDataSchema),
+  },
+})
+
+/** Maximum documents addressable by identifier in one bulk request. */
+export const MAX_V2_BULK_KNOWLEDGE_DOCUMENTS = 100
+
+/**
+ * Bulk document body.
+ *
+ * `enable` and `disable` only. A bulk `delete` is deliberately absent: the
+ * underlying bulk operation records no semantic audit, so a public bulk delete
+ * would remove a knowledge base's documents leaving no `DOCUMENT_DELETED`
+ * entries, while `DELETE /api/v2/knowledge/{id}/documents/{documentId}` audits
+ * every single deletion. Delete documents one request at a time.
+ */
+export const v2BulkKnowledgeDocumentsBodySchema = z
+  .object({
+    workspaceId: workspaceIdSchema.describe('Workspace that owns the knowledge base.'),
+    operation: z
+      .enum(['enable', 'disable'], {
+        error: 'operation: expected one of "enable" | "disable"',
+      })
+      .describe('Whether the selected documents become enabled or disabled for search.'),
+    documentIds: z
+      .array(z.string().min(1, 'documentIds entries cannot be empty'))
+      .min(1, 'documentIds cannot be empty')
+      .max(
+        MAX_V2_BULK_KNOWLEDGE_DOCUMENTS,
+        `documentIds cannot contain more than ${MAX_V2_BULK_KNOWLEDGE_DOCUMENTS} documents`
+      )
+      .optional()
+      .describe('Documents to update, by identifier.'),
+    selectAll: z
+      .literal(true)
+      .optional()
+      .describe(
+        'Update every document in the knowledge base instead of an explicit list, narrowed by `enabledFilter`.'
+      ),
+    enabledFilter: z
+      .enum(['all', 'enabled', 'disabled'])
+      .optional()
+      .describe('With `selectAll`, restrict the update to documents in this state.'),
+  })
+  .strict()
+  .superRefine((body, ctx) => {
+    if (body.selectAll && body.documentIds) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['documentIds'],
+        message: 'documentIds cannot be combined with selectAll',
+      })
+    }
+    if (!body.selectAll && !body.documentIds) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['documentIds'],
+        message: 'Either documentIds or selectAll is required',
+      })
+    }
+    if (body.enabledFilter && !body.selectAll) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['enabledFilter'],
+        message: 'enabledFilter applies only with selectAll',
+      })
+    }
+  })
+export type V2BulkKnowledgeDocumentsBody = z.input<typeof v2BulkKnowledgeDocumentsBodySchema>
+
+/** Bulk update outcome — one object, not a page. */
+export const v2BulkKnowledgeDocumentsDataSchema = z
+  .object({
+    operation: z.enum(['enable', 'disable']).describe('Operation that was applied.'),
+    updatedCount: z
+      .number()
+      .int()
+      .nonnegative()
+      .describe('Number of documents the operation changed.')
+      .meta({ examples: [42] }),
+    documentIds: z
+      .array(z.string())
+      .optional()
+      .describe(
+        'Identifiers of the documents the operation changed. Present only for an explicit `documentIds` request, which is bounded to ' +
+          `${MAX_V2_BULK_KNOWLEDGE_DOCUMENTS} documents; a \`selectAll\` request omits it because the selection is unbounded, and reports \`updatedCount\` instead.`
+      ),
+  })
+  .strict()
+  .meta({
+    id: 'V2BulkKnowledgeDocumentsData',
+    title: 'Bulk knowledge document update data',
+    description: 'Outcome of a bulk enable or disable across knowledge documents.',
+  })
+
+export const v2BulkUpdateKnowledgeDocumentsContract = defineRouteContract({
+  method: 'PATCH',
+  path: '/api/v2/knowledge/[id]/documents',
+  params: v2KnowledgeBaseParamsSchema,
+  body: v2BulkKnowledgeDocumentsBodySchema,
+  response: {
+    mode: 'json',
+    schema: v2DataResponse(v2BulkKnowledgeDocumentsDataSchema),
+  },
+})
+
 export const v2DeleteKnowledgeDocumentContract = defineRouteContract({
   method: 'DELETE',
   path: '/api/v2/knowledge/[id]/documents/[documentId]',
diff --git a/apps/sim/lib/api/contracts/v2/logs.ts b/apps/sim/lib/api/contracts/v2/logs.ts
index 18895a327cf..97ab3e76e0d 100644
--- a/apps/sim/lib/api/contracts/v2/logs.ts
+++ b/apps/sim/lib/api/contracts/v2/logs.ts
@@ -8,6 +8,8 @@ import {
   v2DataResponse,
   v2FolderPathInputSchema,
   v2FolderPathSchema,
+  v2PaginationFields,
+  v2RunWindowBoundSchema,
   v2TimestampSchema,
 } from '@/lib/api/contracts/v2/shared'
 import { PERSISTED_WORKFLOW_EXECUTION_STATUSES } from '@/lib/logs/types'
@@ -27,11 +29,23 @@ const v2LogCostSchema = z
  * reported set is exactly the persisted set — a value missing here fails the response
  * parse, and because list validation is whole-page one such row turns an entire page
  * into a 500.
+ *
+ * That pass-through is also why this field disagrees with the run resources for the
+ * same run, and the disagreement is documented rather than reconciled. The run list
+ * projects `paused` over the persisted value whenever the run holds a `paused` or
+ * `partially_resumed` row in `paused_executions` (`executionStatus` in
+ * `lib/workflows/executor/execution-queries.ts`), so an ordinary human-in-the-loop
+ * pause reads `paused` there and `pending` here. Adopting the overlay would need this
+ * read to join `paused_executions`, and would silently move live runs between the
+ * `pending` and `paused` buckets of a shipped field that internal log consumers read
+ * from the same query — a breaking change, not a correction. Callers that need the
+ * pause distinction read the run resources, which also carry the `paused` object that
+ * separates "waiting on a human" from "a resume attempt failed".
  */
 export const v2LogStatusSchema = z
   .enum(PERSISTED_WORKFLOW_EXECUTION_STATUSES)
   .describe(
-    'Current execution status. `redacting` is transient while run output is scrubbed. `paused` is reported when a resume attempt did not run to completion and the run is waiting to be resumed again.'
+    'Current execution status, reported as persisted. `redacting` is transient while run output is scrubbed. `paused` is reported only when a resume attempt did not run to completion and the run is waiting to be resumed again. **This differs from the run resources for the same run:** `GET /api/v2/workflows/{id}/runs` and `GET /api/v2/workflows/{id}/runs/{runId}` additionally report `paused` for a run held at a human-in-the-loop pause point, which this field reports as `pending`. Use the run resources when the pause state matters.'
   )
 
 /** Execution `files` is a per-run jsonb array of attachment metadata. */
@@ -188,14 +202,8 @@ export const v2ListLogsQuerySchema = v1ListLogsQuerySchema
     workflowIds: z.string().describe('Comma-separated workflow identifiers to include.').optional(),
     triggers: z.string().describe('Comma-separated trigger types to include.').optional(),
     level: z.enum(['info', 'error']).describe('Severity level to include.').optional(),
-    startDate: z
-      .string()
-      .describe('Only include runs started at or after this ISO 8601 timestamp.')
-      .optional(),
-    endDate: z
-      .string()
-      .describe('Only include runs started at or before this ISO 8601 timestamp.')
-      .optional(),
+    startDate: v2RunWindowBoundSchema('startDate').optional(),
+    endDate: v2RunWindowBoundSchema('endDate').optional(),
     runId: z
       .string()
       .min(1, 'runId cannot be empty')
@@ -225,16 +233,26 @@ export const v2ListLogsQuerySchema = v1ListLogsQuerySchema
       .describe('Whether to include the final workflow output.')
       .optional()
       .default(false),
-    limit: z.coerce
-      .number()
-      .optional()
-      .default(100)
-      .transform((value) => Math.min(Math.max(1, Math.trunc(value)), 1000))
-      .describe('Maximum log entries per page, clamped to 1–1000.'),
-    cursor: z.string().describe('Opaque cursor returned by a previous page.').optional(),
+    ...v2PaginationFields({
+      max: 1000,
+      fallback: 100,
+      outOfRange: 'clamp',
+      description: 'Maximum log entries per page.',
+    }),
+    /**
+     * Deliberate deviation from the v2 `sortBy` + `sortOrder` convention, and
+     * the same one `GET /workflows/{id}/runs` makes for the same reason: logs
+     * have exactly one sortable column (execution start time), so there is no
+     * `sortBy` to pair with. `order` is the published name and renaming it
+     * would break every caller, while accepting `sortOrder` as an alias would
+     * add a second spelling of one thing with undefined precedence when both
+     * arrive — so the split is documented rather than papered over.
+     */
     order: z
       .enum(['desc', 'asc'])
-      .describe('Sort order by execution start time.')
+      .describe(
+        'Sort direction by execution start time. This operation deviates from the v2 `sortBy` + `sortOrder` convention: logs are sortable only by start time, so the direction is carried by this single `order` param and `sortBy`/`sortOrder` are not accepted.'
+      )
       .optional()
       .default('desc'),
     folderPaths: z
@@ -262,6 +280,23 @@ export const v2ListLogsQuerySchema = v1ListLogsQuerySchema
       }),
   })
   .strict()
+  /**
+   * The other half of the parity with the sibling run list
+   * (`v2ListWorkflowRunsQuerySchema`): agreeing on the timestamp *format* while
+   * still disagreeing on window *validity* would leave an inverted window a 400 on
+   * `/runs` and a silently empty page here — the same wrong-answer-instead-of-error
+   * shape the format check was added to remove.
+   */
+  .refine(
+    (query) =>
+      !query.startDate ||
+      !query.endDate ||
+      Date.parse(query.startDate) <= Date.parse(query.endDate),
+    {
+      error: 'startDate must be before or equal to endDate',
+      path: ['startDate'],
+    }
+  )
 
 export const v2ListLogsContract = defineRouteContract({
   method: 'GET',
diff --git a/apps/sim/lib/api/contracts/v2/mcp-servers.ts b/apps/sim/lib/api/contracts/v2/mcp-servers.ts
index 86d2db5d08f..46fdd9b03b5 100644
--- a/apps/sim/lib/api/contracts/v2/mcp-servers.ts
+++ b/apps/sim/lib/api/contracts/v2/mcp-servers.ts
@@ -1,10 +1,15 @@
 import { z } from 'zod'
 import { mcpAuthTypeSchema, mcpServerSchema, mcpTransportSchema } from '@/lib/api/contracts/mcp'
-import { nonEmptyIdSchema, workspaceIdSchema } from '@/lib/api/contracts/primitives'
+import {
+  booleanQueryFlagSchema,
+  nonEmptyIdSchema,
+  workspaceIdSchema,
+} from '@/lib/api/contracts/primitives'
 import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   v2CursorListResponse,
   v2DataResponse,
+  v2PaginationFields,
   v2SearchSchema,
   v2SortFields,
 } from '@/lib/api/contracts/v2/shared'
@@ -163,7 +168,7 @@ export const v2McpServerDeleteDataSchema = z
 export type V2McpServerDeleteData = z.output<typeof v2McpServerDeleteDataSchema>
 
 export const v2McpServerParamsSchema = z.object({
-  id: nonEmptyIdSchema.describe('MCP server to retrieve, update, or delete.'),
+  id: nonEmptyIdSchema.describe('MCP server the operation acts on.'),
 })
 export type V2McpServerParams = z.output<typeof v2McpServerParamsSchema>
 
@@ -176,10 +181,13 @@ export const v2McpServerSortFields = ['name', 'createdAt', 'updatedAt'] as const
 
 export type V2McpServerSortBy = (typeof v2McpServerSortFields)[number]
 
-export const v2ListMcpServersQuerySchema = v2McpServerWorkspaceQuerySchema.extend({
-  search: v2SearchSchema.describe('Case-insensitive substring match against the server name.'),
-  ...v2SortFields(v2McpServerSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
-})
+export const v2ListMcpServersQuerySchema = v2McpServerWorkspaceQuerySchema
+  .extend({
+    search: v2SearchSchema.describe('Case-insensitive substring match against the server name.'),
+    ...v2SortFields(v2McpServerSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
+    ...v2PaginationFields({ description: 'Maximum MCP servers to return per page.' }),
+  })
+  .strict()
 
 export type V2ListMcpServersQuery = z.output<typeof v2ListMcpServersQuerySchema>
 
@@ -272,9 +280,69 @@ export const v2UpdateMcpServerBodySchema = v2CreateMcpServerBodySchema
 export type V2UpdateMcpServerBody = z.input<typeof v2UpdateMcpServerBodySchema>
 
 /**
- * MCP server list. The per-workspace set is small and bounded, so the full set
- * is returned as a single page (`nextCursor` is always `null`); the canonical
- * cursor envelope keeps the v2 list surface uniform.
+ * A tool's argument schema, as the MCP server reports it.
+ *
+ * Everything below the `object` wrapper is authored by the third-party server,
+ * so it is published open (`catchall`) and passed through rather than
+ * re-validated keyword by keyword — the same treatment the v2 custom-tool
+ * declaration gives an OpenAI function's `parameters`. `type` can be pinned to
+ * the literal because the MCP SDK's own `ListToolsResult` schema already rejects
+ * a tool whose `inputSchema.type` is anything else, so a server cannot make this
+ * response fail its own validation.
+ */
+const v2McpToolInputSchema = z
+  .object({
+    type: z
+      .literal('object')
+      .describe('JSON Schema type of the argument object. MCP requires `object`.'),
+    properties: z
+      .record(z.string(), z.unknown().describe('Server-defined JSON Schema for one tool argument.'))
+      .optional()
+      .describe('Argument schemas keyed by argument name.'),
+    required: z
+      .array(z.string().describe('Name of a required argument.'))
+      .optional()
+      .describe('Names of the arguments the tool requires.'),
+    description: z.string().optional().describe('Description of the argument object.'),
+  })
+  .catchall(z.unknown().describe('Additional JSON Schema keyword reported by the server.'))
+  .describe("JSON Schema for the tool's arguments, as reported by the server.")
+
+/** One tool exposed by a registered MCP server. */
+export const v2McpToolSchema = z
+  .object({
+    name: z.string().describe('Tool name, as the MCP server reports it.'),
+    description: z.string().optional().describe('Tool description reported by the server.'),
+    inputSchema: v2McpToolInputSchema,
+    serverId: z.string().describe('Identifier of the MCP server exposing the tool.'),
+    serverName: z.string().describe('Display name of the MCP server exposing the tool.'),
+  })
+  .strict()
+  .meta({
+    id: 'V2McpTool',
+    title: 'MCP tool',
+    description: 'A tool exposed by a registered MCP server.',
+  })
+export type V2McpTool = z.output<typeof v2McpToolSchema>
+
+export const v2ListMcpServerToolsQuerySchema = v2McpServerWorkspaceQuerySchema
+  .extend({
+    refresh: booleanQueryFlagSchema
+      .optional()
+      .default(false)
+      .describe(
+        'Bypass the cached tool list and reconnect to the server. Slower, and the only way to pick up a tool added since the last refresh.'
+      ),
+  })
+  .strict()
+export type V2ListMcpServerToolsQuery = z.output<typeof v2ListMcpServerToolsQuerySchema>
+
+/**
+ * MCP server list, keyset-paginated over the active sort.
+ *
+ * Nothing caps how many servers a workspace may register, so the original
+ * single-page shape was the one unbounded list on the v2 surface. Callers that
+ * relied on reading every server from one response must now follow `nextCursor`.
  */
 export const v2ListMcpServersContract = defineRouteContract({
   method: 'GET',
@@ -329,3 +397,20 @@ export const v2DeleteMcpServerContract = defineRouteContract({
     schema: v2DataResponse(v2McpServerDeleteDataSchema),
   },
 })
+
+/**
+ * One server's tool inventory, returned as a single page (`nextCursor` is always
+ * `null`). Unlike the server list, this set is bounded by construction: tool
+ * discovery stops at 1,000 tools and 5 MB of tool payload per server no matter
+ * what the upstream server reports, so there is no page for a cursor to name.
+ */
+export const v2ListMcpServerToolsContract = defineRouteContract({
+  method: 'GET',
+  path: '/api/v2/mcp-servers/[id]/tools',
+  params: v2McpServerParamsSchema,
+  query: v2ListMcpServerToolsQuerySchema,
+  response: {
+    mode: 'json',
+    schema: v2CursorListResponse(v2McpToolSchema),
+  },
+})
diff --git a/apps/sim/lib/api/contracts/v2/openapi/files-audit.ts b/apps/sim/lib/api/contracts/v2/openapi/files-audit.ts
index 1eaca40c670..5a875a657f8 100644
--- a/apps/sim/lib/api/contracts/v2/openapi/files-audit.ts
+++ b/apps/sim/lib/api/contracts/v2/openapi/files-audit.ts
@@ -18,6 +18,7 @@ import {
   v2MoveFileItemsContract,
   v2RelocateFileFolderContract,
   v2RenameFileContract,
+  v2RestoreFileContract,
   v2UpdateFileContentContract,
   v2UpsertFileShareContract,
 } from '@/lib/api/contracts/v2/files'
@@ -25,17 +26,16 @@ import {
   documentedSchema,
   ERROR_RESPONSES,
   type ErrorResponseId,
+  FULL_SET_LIST,
   RATE_LIMIT_HEADERS,
+  RESOURCE_CONFLICT_ERRORS,
   RESOURCE_ERRORS,
-  STANDARD_ERRORS,
   V2_API_KEY_SECURITY,
   V2_API_KEY_SECURITY_SCHEMES,
   V2_COMMON_HEADERS,
   V2_ERROR_SCHEMA,
-  VALIDATED_ERRORS,
   WORKSPACE_API_KEY_DENIED,
   WORKSPACE_API_KEY_DENIED_AS_NOT_FOUND,
-  WORKSPACE_ERRORS,
 } from '@/lib/api/contracts/v2/openapi/shared'
 import {
   defineOpenApiDocument,
@@ -54,6 +54,7 @@ const FILE_EXAMPLE = {
   uploadedByEmail: 'jane@example.com',
   uploadedAt: '2026-01-15T10:30:00Z',
   updatedAt: '2026-01-15T10:30:00Z',
+  deletedAt: null,
 } as const
 
 const SHARE_EXAMPLE = {
@@ -121,8 +122,8 @@ const routes = [
       operationId: 'listFiles',
       summary: 'List Files',
       description:
-        'List workspace files with search, sorting, folder filtering, and opaque cursor pagination.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound'],
+        'List workspace files with search, sorting, folder filtering, and opaque cursor pagination. Defaults to active files; pass `scope=archived` to page over soft-deleted files, whose `deletedAt` is non-null and which `POST /files/{fileId}/restore` can bring back.',
+      errors: RESOURCE_ERRORS,
       success: { description: 'A page of workspace files.' },
     }),
     {
@@ -148,7 +149,7 @@ const routes = [
       summary: 'Create File',
       description:
         'Create a workspace file from inline UTF-8 or base64 content. Use an upload session for streamed or larger files.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict', 'PayloadTooLarge'],
+      errors: [...RESOURCE_CONFLICT_ERRORS, 'PayloadTooLarge'],
       success: { description: 'The created file.' },
     }),
     {
@@ -181,7 +182,7 @@ const routes = [
       summary: 'Create File Upload',
       description:
         'Create a resumable upload session and receive either a signed PUT URL or multipart instructions.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'The created upload session and transfer instructions.' },
     }),
     {
@@ -213,7 +214,7 @@ const routes = [
       operationId: 'abortFileUpload',
       summary: 'Abort File Upload',
       description: 'Abort an active upload session and release provider-side multipart state.',
-      errors: [...VALIDATED_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'The aborted upload session.' },
     }),
     {
@@ -249,7 +250,7 @@ const routes = [
       operationId: 'createFileUploadPartUrls',
       summary: 'Create File Upload Part URLs',
       description: 'Create signed URLs for a bounded set of multipart upload part numbers.',
-      errors: [...STANDARD_ERRORS, 'BadRequest', 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'Signed URLs for the requested upload parts.' },
     }),
     {
@@ -293,7 +294,7 @@ const routes = [
       summary: 'Complete File Upload',
       description:
         'Finalize uploaded bytes, verify provider state, and begin atomic workspace-file registration.',
-      errors: [...STANDARD_ERRORS, 'BadRequest', 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'The completed or finalizing upload session.' },
     }),
     {
@@ -330,7 +331,7 @@ const routes = [
       summary: 'Download File',
       description:
         'Download the current file bytes from a workspace. A generated document is served as its compiled artifact, so it returns `409` while that artifact is still compiling and `413` if it renders past the size ceiling.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict', 'PayloadTooLarge'],
+      errors: [...RESOURCE_CONFLICT_ERRORS, 'PayloadTooLarge'],
       success: {
         description: 'The file bytes.',
         headers: ['Content-Type', 'Content-Disposition', 'Content-Length'],
@@ -358,8 +359,8 @@ const routes = [
       operationId: 'deleteFile',
       summary: 'Delete File',
       description:
-        'Archive a workspace file. This is a soft delete: the row is retained with a deletion timestamp, the file stops appearing in listings and is no longer readable through the API, and its stored bytes are never removed. An archived file can be restored from the workspace Recently Deleted settings; the v2 API exposes no restore operation.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+        'Archive a workspace file. This is a soft delete: the row is retained with a deletion timestamp, the file stops appearing in the default listing and is no longer readable through the API, and its stored bytes are never removed. List archived files with `GET /files?scope=archived` and reverse the delete with `POST /files/{fileId}/restore`.',
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'Deletion confirmation.' },
     }),
     {
@@ -389,7 +390,7 @@ const routes = [
       operationId: 'renameFile',
       summary: 'Rename File',
       description: 'Rename a workspace file without changing its containing folder.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'The renamed file.' },
     }),
     {
@@ -420,13 +421,46 @@ const routes = [
       ),
     }
   ),
+  defineOpenApiRoute(
+    v2RestoreFileContract,
+    filesOperation({
+      operationId: 'restoreFile',
+      summary: 'Restore File',
+      description:
+        'Reverse a soft delete and return the file to the workspace. Restore is not a pure undo: the file comes back at the workspace root regardless of the folder it was deleted from, and it gains a `_restored` suffix when another file at the root already holds its name — so read `folderPath` and `name` off the response rather than assuming the pre-delete values. Restoring a file that is already active is a no-op that returns that file, so a retry is safe. Returns 400 when the workspace itself has been archived, and 409 when no free restore name could be found.',
+      errors: RESOURCE_CONFLICT_ERRORS,
+      success: { description: 'The file as it exists after the restore.' },
+    }),
+    {
+      params: documentedSchema(
+        v2RestoreFileContract.params,
+        'RestoreFileParams',
+        'Restore file path parameters',
+        'Archived file selected for restore.'
+      ),
+      body: documentedSchema(
+        v2RestoreFileContract.body,
+        'RestoreFileRequest',
+        'Restore file request',
+        'Workspace scope for the archived file.',
+        [{ workspaceId: 'a91c4b2e-6d3f-4e8a-b5c7-0d9e2f1a8c64' }]
+      ),
+      response: documentedSchema(
+        v2RestoreFileContract.response.schema,
+        'V2RestoreFileResponse',
+        'Restore file response',
+        'The restored workspace file, at the root and under its post-restore name.',
+        [{ data: { ...FILE_EXAMPLE, name: 'data_restored.csv', folderPath: '/' } }]
+      ),
+    }
+  ),
   defineOpenApiRoute(
     v2GetFileContract,
     filesOperation({
       operationId: 'getFile',
       summary: 'Get File Metadata',
       description: 'Return file metadata together with the nullable current public-share state.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'File metadata and public-share state.' },
     }),
     {
@@ -460,7 +494,7 @@ const routes = [
       operationId: 'listAuditLogs',
       summary: 'List Audit Logs',
       description: `List an organization audit trail with filters and opaque cursor pagination. Requires an Enterprise subscription and organization admin or owner access. ${WORKSPACE_API_KEY_DENIED}`,
-      errors: [...VALIDATED_ERRORS, 'Forbidden', 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'A page of audit-log entries.' },
     }),
     {
@@ -485,7 +519,7 @@ const routes = [
       operationId: 'getAuditLog',
       summary: 'Get Audit Log',
       description: `Return one organization audit-log entry. Requires an Enterprise subscription and organization admin or owner access. ${WORKSPACE_API_KEY_DENIED}`,
-      errors: [...VALIDATED_ERRORS, 'Forbidden', 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'The requested audit-log entry.' },
     }),
     {
@@ -516,7 +550,7 @@ const routes = [
       operationId: 'moveFileItems',
       summary: 'Move Files',
       description: 'Move up to 1,000 files to a canonical folder path or the workspace root.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'Count of moved files.' },
     }),
     {
@@ -549,7 +583,7 @@ const routes = [
       summary: 'Get File Share',
       description:
         'Return the nullable current public-share configuration for a file. A file that has never been shared returns `data: null` rather than a 404; a share that was created and later disabled is still returned, with `isActive: false`.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'Current nullable file-share state.' },
     }),
     {
@@ -580,7 +614,7 @@ const routes = [
       operationId: 'upsertFileShare',
       summary: 'Enable or Disable File Share',
       description: `Create or partially update a server-tokenized public share. Only isActive is required, and an omitted authType keeps the stored auth mode. What happens to password and allowedEmails depends on the resulting mode, because enabling a share always rewrites the credentials the chosen mode does not use: 'public' clears the stored password and empties allowedEmails; 'password' keeps the stored password when password is omitted but empties allowedEmails; 'email' and 'sso' clear the stored password and keep the stored allowedEmails when the field is omitted. Only disabling with isActive false preserves the whole access configuration untouched — it also retains the token, so re-enabling restores the share as it was. Two enabling combinations are rejected outright with a 400 instead of being partially applied: 'password' when neither a password is supplied nor one is already stored, and 'email' or 'sso' when the resulting allowedEmails would be empty because none was supplied and none is stored. On a file that has never been shared there is nothing stored to fall back on, so enabling any mode other than 'public' must carry its credential in the same request. ${WORKSPACE_API_KEY_DENIED_AS_NOT_FOUND}`,
-      errors: [...WORKSPACE_ERRORS, 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'The updated file share.' },
     }),
     {
@@ -622,7 +656,7 @@ const routes = [
       operationId: 'updateFileContent',
       summary: 'Replace File Content',
       description: 'Replace the complete contents of an existing file from UTF-8 or base64 input.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'PayloadTooLarge'],
+      errors: [...RESOURCE_ERRORS, 'PayloadTooLarge'],
       success: { description: 'The updated file.' },
     }),
     {
@@ -659,7 +693,7 @@ const routes = [
       operationId: 'bulkDeleteFiles',
       summary: 'Delete Files',
       description: 'Delete up to 1,000 workspace files in one operation.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'Count of deleted files.' },
     }),
     {
@@ -689,8 +723,7 @@ const routes = [
     filesOperation({
       operationId: 'listFilesFolders',
       summary: 'List Folders',
-      description:
-        'List workspace file folders with optional parent-path filtering and sorting. The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch.',
+      description: `List workspace file folders with optional parent-path filtering and sorting. ${FULL_SET_LIST}`,
       errors: RESOURCE_ERRORS,
       success: { description: 'Workspace file folders.' },
     }),
@@ -715,7 +748,7 @@ const routes = [
       operationId: 'createFilesFolder',
       summary: 'Create Folder',
       description: 'Create a canonical folder path in a workspace.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'The created folder.' },
     }),
     {
@@ -745,7 +778,7 @@ const routes = [
       operationId: 'relocateFilesFolder',
       summary: 'Rename or Move Folder',
       description: 'Rename or move a folder and atomically rewrite descendant canonical paths.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'The relocated folder.' },
     }),
     {
@@ -776,7 +809,7 @@ const routes = [
       operationId: 'deleteFilesFolder',
       summary: 'Delete Folder',
       description: 'Delete a folder, optionally including every nested file and folder.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'Folder deletion confirmation and deleted item counts.' },
     }),
     {
diff --git a/apps/sim/lib/api/contracts/v2/openapi/knowledge.ts b/apps/sim/lib/api/contracts/v2/openapi/knowledge.ts
index 3e86d717eb9..9ab7f2aa4d3 100644
--- a/apps/sim/lib/api/contracts/v2/openapi/knowledge.ts
+++ b/apps/sim/lib/api/contracts/v2/openapi/knowledge.ts
@@ -1,5 +1,6 @@
 import {
   v2AbortKnowledgeDocumentUploadContract,
+  v2BulkUpdateKnowledgeDocumentsContract,
   v2CompleteKnowledgeDocumentUploadContract,
   v2CreateKnowledgeBaseContract,
   v2CreateKnowledgeDocumentUploadContract,
@@ -13,9 +14,11 @@ import {
   v2ListKnowledgeBasesContract,
   v2ListKnowledgeDocumentsContract,
   v2ListKnowledgeFoldersContract,
+  v2ListKnowledgeTagsContract,
   v2RelocateKnowledgeFolderContract,
   v2SearchKnowledgeContract,
   v2UpdateKnowledgeBaseContract,
+  v2UpdateKnowledgeDocumentContract,
   v2UploadKnowledgeDocumentContract,
   v2UploadKnowledgeDocumentFormSchema,
 } from '@/lib/api/contracts/v2/knowledge'
@@ -24,6 +27,7 @@ import {
   ERROR_RESPONSES,
   type ErrorResponseId,
   FOLDER_TREE_TOO_LARGE,
+  FULL_SET_LIST,
   RATE_LIMIT_HEADERS,
   RESOURCE_CONFLICT_ERRORS,
   RESOURCE_ERRORS,
@@ -31,7 +35,7 @@ import {
   V2_API_KEY_SECURITY_SCHEMES,
   V2_COMMON_HEADERS,
   V2_ERROR_SCHEMA,
-  VALIDATED_ERRORS,
+  WORKSPACE_API_KEY_DENIED,
   WORKSPACE_ERRORS,
 } from '@/lib/api/contracts/v2/openapi/shared'
 import {
@@ -66,7 +70,7 @@ const routes = [
     knowledgeOperation({
       operationId: 'listKnowledgeBases',
       summary: 'List Knowledge Bases',
-      description: `List knowledge bases in a workspace with folder filtering, search, sorting, and the canonical cursor envelope. The bounded workspace set is returned in one page with \`nextCursor\` always null; there is no second page to fetch. An unknown \`folderPath\` is a 404. ${FOLDER_TREE_TOO_LARGE}`,
+      description: `List knowledge bases in a workspace with folder filtering, search, and sorting. Paginate with \`limit\` and \`cursor\`, stopping when \`nextCursor\` is null. An unknown \`folderPath\` is a 404. ${FOLDER_TREE_TOO_LARGE}`,
       errors: [...RESOURCE_ERRORS, 'PayloadTooLarge'],
       success: { description: 'A page of knowledge bases.' },
     }),
@@ -116,7 +120,7 @@ const routes = [
       operationId: 'getKnowledgeBase',
       summary: 'Get Knowledge Base',
       description: `Retrieve a knowledge base by identifier. Inaccessible knowledge bases are reported as not found. ${FOLDER_TREE_TOO_LARGE}`,
-      errors: [...VALIDATED_ERRORS, 'NotFound', 'PayloadTooLarge'],
+      errors: [...RESOURCE_ERRORS, 'PayloadTooLarge'],
       success: { description: 'The requested knowledge base.' },
     }),
     {
@@ -177,7 +181,7 @@ const routes = [
       operationId: 'deleteKnowledgeBase',
       summary: 'Delete Knowledge Base',
       description: 'Delete a knowledge base and its documents.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'Knowledge base deletion acknowledgement.' },
     }),
     {
@@ -207,7 +211,7 @@ const routes = [
       operationId: 'searchKnowledge',
       summary: 'Search Knowledge',
       description:
-        'Search one or more knowledge bases with semantic vector retrieval, optional hybrid full-text retrieval, and structured tag filters. The request body is capped at 2 MiB; a larger body is a 413.',
+        'Search one or more knowledge bases with semantic vector retrieval, optional hybrid full-text retrieval, and structured tag filters. Set `rerankerEnabled` with a `rerankerModel` to re-order the retrieved chunks with a reranking model before truncating to `topK`; reranked results carry a `rerankerScore` and are ordered by it, and reranking is billed as an additional search unit. Every result names the `knowledgeBaseId` it came from. The request body is capped at 2 MiB; a larger body is a 413.',
       errors: [...WORKSPACE_ERRORS, 'UsageLimitExceeded', 'NotFound', 'PayloadTooLarge'],
       success: { description: 'Matching document chunks ordered by relevance.' },
     }),
@@ -234,14 +238,44 @@ const routes = [
       ),
     }
   ),
+  defineOpenApiRoute(
+    v2ListKnowledgeTagsContract,
+    knowledgeOperation({
+      operationId: 'listKnowledgeTags',
+      summary: 'List Tags',
+      description: `List the knowledge base's tag vocabulary: each tag's display name, the slot it is stored in, and its field type. Display names are what tag filters and the tag values on document reads use; slots are what document writes set. Every slot listed here is writable, in its declared type: \`tag1\`..\`tag7\` take a string, \`number1\`..\`number5\` a number, \`date1\`..\`date2\` a \`YYYY-MM-DD\` string, and \`boolean1\`..\`boolean3\` a boolean. The vocabulary is bounded by the fixed slot table. ${FULL_SET_LIST}`,
+      errors: RESOURCE_ERRORS,
+      success: { description: 'The knowledge base tag vocabulary.' },
+    }),
+    {
+      params: documentedSchema(
+        v2ListKnowledgeTagsContract.params,
+        'ListKnowledgeTagsParams',
+        'List knowledge tags path parameters',
+        'Knowledge base whose tags should be listed.'
+      ),
+      query: documentedSchema(
+        v2ListKnowledgeTagsContract.query,
+        'ListKnowledgeTagsQuery',
+        'List knowledge tags query',
+        'Workspace scope for the knowledge base.'
+      ),
+      response: documentedSchema(
+        v2ListKnowledgeTagsContract.response.schema,
+        'V2KnowledgeTagListResponse',
+        'Knowledge tag list response',
+        'The full tag vocabulary of one knowledge base.'
+      ),
+    }
+  ),
   defineOpenApiRoute(
     v2ListKnowledgeDocumentsContract,
     knowledgeOperation({
       operationId: 'listKnowledgeDocuments',
       summary: 'List Documents',
       description:
-        'List documents in a knowledge base with filename search, state filtering, sorting, and opaque cursor pagination.',
-      errors: [...VALIDATED_ERRORS, 'NotFound'],
+        'List documents in a knowledge base with filename search, state filtering, tag filtering, sorting, and opaque cursor pagination. Each document carries its tag values keyed by tag display name; resolve those names to write slots with `GET /api/v2/knowledge/{id}/tags`.',
+      errors: RESOURCE_ERRORS,
       success: { description: 'A page of knowledge documents.' },
     }),
     {
@@ -255,7 +289,7 @@ const routes = [
         v2ListKnowledgeDocumentsContract.query,
         'ListKnowledgeDocumentsQuery',
         'List knowledge documents query',
-        'Workspace, pagination, filtering, search, and sorting options.'
+        'Workspace, pagination, filtering, tag filtering, search, and sorting options.'
       ),
       response: documentedSchema(
         v2ListKnowledgeDocumentsContract.response.schema,
@@ -265,6 +299,43 @@ const routes = [
       ),
     }
   ),
+  defineOpenApiRoute(
+    v2BulkUpdateKnowledgeDocumentsContract,
+    knowledgeOperation({
+      operationId: 'bulkUpdateKnowledgeDocuments',
+      summary: 'Bulk Enable or Disable Documents',
+      description: `Enable or disable many documents in one request, either by identifier (up to 100) or, with \`selectAll\`, every document in the knowledge base optionally narrowed by \`enabledFilter\`. Disabling keeps a document indexed but excludes it from search. Bulk delete is deliberately not offered: the bulk path records no audit entries, so deletions go through \`DELETE /api/v2/knowledge/{id}/documents/{documentId}\`, which audits each one. An identifier request echoes the documents it changed in \`documentIds\`; a \`selectAll\` request omits that field because the selection is unbounded, and reports \`updatedCount\` alone. ${WORKSPACE_API_KEY_DENIED}`,
+      errors: RESOURCE_ERRORS,
+      success: { description: 'The number and identifiers of the documents that changed.' },
+    }),
+    {
+      params: documentedSchema(
+        v2BulkUpdateKnowledgeDocumentsContract.params,
+        'BulkUpdateKnowledgeDocumentsParams',
+        'Bulk knowledge document path parameters',
+        'Knowledge base whose documents should be updated.'
+      ),
+      body: documentedSchema(
+        v2BulkUpdateKnowledgeDocumentsContract.body,
+        'BulkUpdateKnowledgeDocumentsRequest',
+        'Bulk knowledge document request',
+        'Operation and the documents it applies to.',
+        [
+          {
+            workspaceId: WORKSPACE_ID,
+            operation: 'disable',
+            documentIds: ['b2d4f8a0-1c3e-4a5b-9d7c-2e6f0a8b4c12'],
+          },
+        ]
+      ),
+      response: documentedSchema(
+        v2BulkUpdateKnowledgeDocumentsContract.response.schema,
+        'V2BulkKnowledgeDocumentsResponse',
+        'Bulk knowledge document response',
+        'Outcome of a bulk enable or disable.'
+      ),
+    }
+  ),
   defineOpenApiRoute(
     v2UploadKnowledgeDocumentContract,
     knowledgeOperation({
@@ -362,7 +433,7 @@ const routes = [
       operationId: 'abortKnowledgeDocumentUpload',
       summary: 'Abort Document Upload',
       description: 'Abort an incomplete upload and discard provider-side multipart state.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'The aborted upload session.' },
     }),
     {
@@ -398,7 +469,7 @@ const routes = [
       operationId: 'createKnowledgeDocumentUploadPartUrls',
       summary: 'Create Document Upload Part URLs',
       description: 'Issue short-lived signed PUT URLs for up to 100 multipart part numbers.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound', 'Conflict'],
+      errors: RESOURCE_CONFLICT_ERRORS,
       success: { description: 'Signed URLs for the requested upload parts.' },
     }),
     {
@@ -478,7 +549,7 @@ const routes = [
       operationId: 'getKnowledgeDocument',
       summary: 'Get Document',
       description: 'Retrieve document detail, processing state, and connector provenance.',
-      errors: [...VALIDATED_ERRORS, 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'The requested knowledge document.' },
     }),
     {
@@ -502,6 +573,37 @@ const routes = [
       ),
     }
   ),
+  defineOpenApiRoute(
+    v2UpdateKnowledgeDocumentContract,
+    knowledgeOperation({
+      operationId: 'updateKnowledgeDocument',
+      summary: 'Update Document',
+      description: `Rename a document, enable or disable it for search, set any of its 17 tag slots, or requeue it for processing. A tag slot takes its declared type — a string for \`tag1\`..\`tag7\`, a number for \`number1\`..\`number5\`, a \`YYYY-MM-DD\` string for \`date1\`..\`date2\`, a boolean for \`boolean1\`..\`boolean3\` — and a value that is not valid for the slot is a \`400\` rather than a silently cleared tag. Resolve a display name to its slot with \`GET /api/v2/knowledge/{id}/tags\`. Absent fields are unchanged. Only caller-owned fields are accepted: derived indexing state (\`chunkCount\`, \`tokenCount\`, \`characterCount\`, \`processingStatus\`, \`processingError\`) is written by the processing pipeline and cannot be asserted here. \`retryProcessing: true\` re-queues a failed or stuck document and must be sent on its own — it runs instead of, not alongside, the field updates — and it answers with a queue acknowledgement rather than the document. Otherwise the updated document is returned; it omits the connector provenance the detail read carries, so re-read with GET when that is needed. ${WORKSPACE_API_KEY_DENIED}`,
+      errors: RESOURCE_ERRORS,
+      success: { description: 'The updated document, or the requeue acknowledgement.' },
+    }),
+    {
+      params: documentedSchema(
+        v2UpdateKnowledgeDocumentContract.params,
+        'UpdateKnowledgeDocumentParams',
+        'Update knowledge document path parameters',
+        'Knowledge base and document selected for update.'
+      ),
+      body: documentedSchema(
+        v2UpdateKnowledgeDocumentContract.body,
+        'UpdateKnowledgeDocumentRequest',
+        'Update knowledge document request',
+        'Filename, search state, tag slot values, or a processing retry.',
+        [{ workspaceId: WORKSPACE_ID, enabled: false, tag1: 'billing' }]
+      ),
+      response: documentedSchema(
+        v2UpdateKnowledgeDocumentContract.response.schema,
+        'V2UpdateKnowledgeDocumentResponse',
+        'Update knowledge document response',
+        'The updated document, or the processing requeue acknowledgement.'
+      ),
+    }
+  ),
   defineOpenApiRoute(
     v2DeleteKnowledgeDocumentContract,
     knowledgeOperation({
@@ -509,7 +611,7 @@ const routes = [
       summary: 'Delete Document',
       description:
         'Remove one document from a knowledge base. What that means depends on the document. A directly uploaded document is deleted outright along with its indexed chunks. A connector-backed document is instead excluded: its row survives, marked excluded and disabled so it stops being searchable and a later connector sync does not re-add it, and its embeddings are not deleted. Either way the document no longer appears in listings or search results.',
-      errors: [...WORKSPACE_ERRORS, 'NotFound'],
+      errors: RESOURCE_ERRORS,
       success: { description: 'Knowledge document deletion acknowledgement.' },
     }),
     {
@@ -538,7 +640,7 @@ const routes = [
     knowledgeOperation({
       operationId: 'listKnowledgeFolders',
       summary: 'List Folders',
-      description: `List folders in the knowledge-base folder tree with filtering and sorting. The bounded set is returned in one page with \`nextCursor\` always null; there is no second page to fetch. ${FOLDER_TREE_TOO_LARGE}`,
+      description: `List folders in the knowledge-base folder tree with filtering and sorting. ${FULL_SET_LIST} ${FOLDER_TREE_TOO_LARGE}`,
       errors: [...RESOURCE_ERRORS, 'PayloadTooLarge'],
       success: { description: 'A page of knowledge-base folders.' },
     }),
diff --git a/apps/sim/lib/api/contracts/v2/openapi/resources.ts b/apps/sim/lib/api/contracts/v2/openapi/resources.ts
index 2ab84ab4128..9a527057188 100644
--- a/apps/sim/lib/api/contracts/v2/openapi/resources.ts
+++ b/apps/sim/lib/api/contracts/v2/openapi/resources.ts
@@ -11,13 +11,16 @@ import {
   v2DeleteMcpServerContract,
   v2GetMcpServerContract,
   v2ListMcpServersContract,
+  v2ListMcpServerToolsContract,
   v2UpdateMcpServerContract,
 } from '@/lib/api/contracts/v2/mcp-servers'
 import {
   documentedSchema,
   ERROR_RESPONSES,
   type ErrorResponseId,
+  FULL_SET_LIST,
   RATE_LIMIT_HEADERS,
+  RESOURCE_CONFLICT_ERRORS,
   V2_API_KEY_SECURITY,
   V2_API_KEY_SECURITY_SCHEMES,
   V2_COMMON_HEADERS,
@@ -90,6 +93,18 @@ const MCP_SERVER_EXAMPLE = {
   hasOauthClientSecret: false,
 } as const
 
+const MCP_TOOL_EXAMPLE = {
+  name: 'search_docs',
+  description: 'Search the internal documentation',
+  inputSchema: {
+    type: 'object',
+    properties: { query: { type: 'string', description: 'Search terms' } },
+    required: ['query'],
+  },
+  serverId: 'mcp-3f7a9c21',
+  serverName: 'Docs server',
+} as const
+
 const SKILL_SUMMARY_EXAMPLE = {
   id: 'V1StGXR8Z5jdHi6BmyT',
   name: 'refund-policy',
@@ -251,7 +266,7 @@ const routes = [
       operationId: 'listMcpServers',
       summary: 'List MCP Servers',
       description:
-        'List MCP servers registered in a workspace. Request-header values and OAuth client secrets are never returned. The bounded workspace set uses the standard cursor envelope with `nextCursor` always null; there is no second page to fetch.',
+        'List MCP servers registered in a workspace. Request-header values and OAuth client secrets are never returned. Nothing caps how many servers a workspace registers, so this list is paginated: paginate with `limit` and `cursor`, stopping when `nextCursor` is null. `connectionStatus`, `toolCount`, `lastError`, and `lastToolsRefresh` describe the most recent tool discovery and stay at their registration defaults until one runs — call `GET /api/v2/mcp-servers/{id}/tools` to run it.',
       errors: [...WORKSPACE_ERRORS, 'NotFound'],
       success: { description: 'MCP servers registered in the workspace.' },
     }),
@@ -260,7 +275,7 @@ const routes = [
         v2ListMcpServersContract.query,
         'ListMcpServersQuery',
         'List MCP servers query',
-        'Workspace, search, and sorting controls for MCP servers.'
+        'Workspace, search, sorting, and pagination controls for MCP servers.'
       ),
       response: documentedSchema(
         v2ListMcpServersContract.response.schema,
@@ -403,13 +418,44 @@ const routes = [
       ),
     }
   ),
+  defineOpenApiRoute(
+    v2ListMcpServerToolsContract,
+    resourceOperation('MCP Servers', {
+      operationId: 'listMcpServerTools',
+      summary: 'List MCP Server Tools',
+      description: `Connect to a registered MCP server and return the tools it exposes. Unlike most reads this one has side effects: it opens a live connection to the third-party server and writes \`connectionStatus\`, \`toolCount\`, \`lastError\`, and \`lastToolsRefresh\` on the server resource, so registering a server and then calling this completes onboarding without opening the Sim UI. Because the pass is not a safe read, a \`HEAD\` request is answered with an empty \`200\` without connecting or writing, so it reports only that the endpoint exists and the caller is authorized. Results are served from a short-lived per-workspace cache, so an uncached call reflects whichever workspace member last ran discovery; pass \`refresh=true\` to reconnect under your own credentials and pick up tools added since the last pass, at the cost of a live round trip to the server. The set is bounded by discovery itself — at most 1,000 tools and 5 MB of tool payload per server. ${FULL_SET_LIST} An unreachable, slow, or cooling-down server is a \`503\`; a server whose stored OAuth grant no longer works is a \`409\` with \`error.details.code\` \`MCP_SERVER_REAUTHORIZATION_REQUIRED\`, meaning the registration is intact but a human must reauthorize it in Sim — your API key is fine and re-issuing it changes nothing. ${WORKSPACE_API_KEY_DENIED} Discovery resolves the calling user's own OAuth credentials for the server, which a workspace key cannot supply — so a workspace key that can register a server cannot list its tools.`,
+      errors: RESOURCE_CONFLICT_ERRORS,
+      success: { description: 'Tools exposed by the MCP server.' },
+    }),
+    {
+      params: documentedSchema(
+        v2ListMcpServerToolsContract.params,
+        'ListMcpServerToolsParams',
+        'List MCP server tools path parameters',
+        'MCP server whose tools should be listed.'
+      ),
+      query: documentedSchema(
+        v2ListMcpServerToolsContract.query,
+        'ListMcpServerToolsQuery',
+        'List MCP server tools query',
+        'Workspace scope and cache control for tool discovery.'
+      ),
+      response: documentedSchema(
+        v2ListMcpServerToolsContract.response.schema,
+        'ListMcpServerToolsResponse',
+        'List MCP server tools response',
+        'Tools exposed by the MCP server.',
+        [{ data: [MCP_TOOL_EXAMPLE], nextCursor: null }]
+      ),
+    }
+  ),
   defineOpenApiRoute(
     v2ListSkillsContract,
     resourceOperation('Skills', {
       operationId: 'listSkills',
       summary: 'List Skills',
       description:
-        'List workspace and built-in skills. Built-ins are marked read-only. The list omits skill bodies and uses the standard cursor envelope with `nextCursor` always null, so there is no second page to fetch; fetch one skill to read its content.',
+        'List workspace and built-in skills. Built-ins are marked read-only. The list omits skill bodies; fetch one skill to read its content. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null.',
       errors: [...WORKSPACE_ERRORS, 'NotFound'],
       success: { description: 'Skills available in the workspace.' },
     }),
@@ -564,7 +610,7 @@ const routes = [
       operationId: 'listCustomTools',
       summary: 'List Custom Tools',
       description:
-        'List code-backed custom tools defined in a workspace. Legacy personal tools are excluded. The bounded workspace set uses the standard cursor envelope with `nextCursor` always null; there is no second page to fetch.',
+        'List code-backed custom tools defined in a workspace. Legacy personal tools are excluded. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null.',
       errors: [...WORKSPACE_ERRORS, 'NotFound'],
       success: { description: 'Custom tools defined in the workspace.' },
     }),
@@ -720,7 +766,7 @@ const routes = [
       operationId: 'listCredentials',
       summary: 'List Credentials',
       description:
-        'List OAuth and service-account connections visible to the caller. Secret material is never returned. Credential mutations and single-resource reads are intentionally not exposed. The bounded set uses the standard cursor envelope with `nextCursor` always null; there is no second page to fetch.',
+        'List OAuth and service-account connections visible to the caller. Secret material is never returned. Credential mutations and single-resource reads are intentionally not exposed. Paginate with `limit` and `cursor`, stopping when `nextCursor` is null.',
       errors: [...WORKSPACE_ERRORS, 'NotFound'],
       success: { description: 'Credentials visible to the caller.' },
     }),
@@ -745,7 +791,7 @@ const routes = [
     resourceOperation('Secrets', {
       operationId: 'listSecrets',
       summary: 'List Secrets',
-      description: `List workspace and caller-owned personal secret metadata. Only names, scope, role, and timestamps are returned; secret values are never read or returned. The bounded set uses the standard cursor envelope with \`nextCursor\` always null; there is no second page to fetch. ${WORKSPACE_API_KEY_DENIED}`,
+      description: `List workspace and caller-owned personal secret metadata. Only names, scope, role, and timestamps are returned; secret values are never read or returned. Paginate with \`limit\` and \`cursor\`, stopping when \`nextCursor\` is null. ${WORKSPACE_API_KEY_DENIED}`,
       errors: [...WORKSPACE_ERRORS, 'NotFound'],
       success: { description: 'Secret metadata visible to the caller.' },
     }),
diff --git a/apps/sim/lib/api/contracts/v2/openapi/shared.ts b/apps/sim/lib/api/contracts/v2/openapi/shared.ts
index 473def99c60..cb376ef7039 100644
--- a/apps/sim/lib/api/contracts/v2/openapi/shared.ts
+++ b/apps/sim/lib/api/contracts/v2/openapi/shared.ts
@@ -5,6 +5,10 @@ import type {
   OpenApiHeader,
   OpenApiSecurityScheme,
 } from '@/lib/api/openapi/types'
+import {
+  FORBIDDEN_DETAIL_CODE_DESCRIPTIONS,
+  FORBIDDEN_DETAIL_CODES,
+} from '@/lib/core/application/forbidden'
 
 export const RATE_LIMIT_HEADERS = [
   'X-RateLimit-Limit',
@@ -12,13 +16,6 @@ export const RATE_LIMIT_HEADERS = [
   'X-RateLimit-Reset',
 ] as const
 
-export const STANDARD_ERRORS = [
-  'Unauthorized',
-  'RateLimited',
-  'InternalError',
-  'ServiceUnavailable',
-] as const
-
 export const WORKSPACE_ERRORS = [
   'BadRequest',
   'Unauthorized',
@@ -28,6 +25,31 @@ export const WORKSPACE_ERRORS = [
   'ServiceUnavailable',
 ] as const
 
+/**
+ * The 403 description, assembled from the closed cause set rather than written
+ * out, so a new code is published the moment it exists.
+ *
+ * Four remedies hide behind one status — raise a role, switch key kind,
+ * re-point a workspace key, change the plan — and prose is not branchable, so a
+ * 403 a caller can do something about names its cause in `error.details.code`.
+ *
+ * The wording is deliberately "where the cause is one a caller can act on"
+ * rather than "always". Nine domain refusals still throw a bare
+ * `OrchestrationError('forbidden', …)` and reach the wire without a code —
+ * `GET /api/v2/billing/status` with a personal key against a workspace that
+ * disallows them is one. Reparenting those onto `ForbiddenOperationError` is
+ * worth doing, but one of them is a cross-tenant refusal that belongs in the
+ * codeless class and would change its status, so it is a deliberate change
+ * rather than a sweep. Until then this description must not over-claim.
+ */
+const FORBIDDEN_DESCRIPTION = [
+  'The caller lacks the rights this operation requires. Where the cause is one a caller can act on, `error.details.code` names it, drawn from a closed set:',
+  ...FORBIDDEN_DETAIL_CODES.map(
+    (code) => `- \`${code}\` — ${FORBIDDEN_DETAIL_CODE_DESCRIPTIONS[code]}`
+  ),
+  'A resource in a workspace the caller cannot reach at all answers `404`, not `403`, so absence and denial are indistinguishable to a caller who was never entitled to tell them apart.',
+].join('\n')
+
 export const ERROR_RESPONSES = {
   BadRequest: { status: 400, description: 'The request is invalid.' },
   Unauthorized: { status: 401, description: 'The API key is missing or invalid.' },
@@ -35,7 +57,7 @@ export const ERROR_RESPONSES = {
     status: 402,
     description: 'The workspace has exceeded its usage or billing limits.',
   },
-  Forbidden: { status: 403, description: 'The caller lacks access to the resource.' },
+  Forbidden: { status: 403, description: FORBIDDEN_DESCRIPTION },
   NotFound: { status: 404, description: 'The requested resource was not found.' },
   Conflict: { status: 409, description: 'The request conflicts with current resource state.' },
   RunIdConflict: {
@@ -67,24 +89,16 @@ export const ERROR_RESPONSES = {
   InternalError: { status: 500, description: 'An unexpected server error occurred.' },
   ServiceUnavailable: {
     status: 503,
-    description: 'A required service is temporarily unavailable.',
+    description:
+      'A required service is temporarily unavailable. The condition is transient, so the response normally carries `Retry-After` with the number of seconds to wait; treat that value as a floor and add jitter before retrying. One case deliberately omits the header: when `error.details.code` is `ASYNC_ENQUEUE_AMBIGUOUS`, the run may already have started, so retrying could start and bill a second run. Reconcile against the returned run id instead of retrying.',
+    headers: ['Retry-After'],
   },
 } as const satisfies Readonly<Record<string, OpenApiErrorResponse>>
 
 export type ErrorResponseId = keyof typeof ERROR_RESPONSES
 
 /**
- * {@link STANDARD_ERRORS} plus the 400 that any operation parsing required path,
- * query, header, or body input returns when that input fails contract validation.
- * `STANDARD_ERRORS` alone is only correct for an operation with nothing to parse.
- */
-export const VALIDATED_ERRORS = [
-  'BadRequest',
-  ...STANDARD_ERRORS,
-] as const satisfies readonly ErrorResponseId[]
-
-/**
- * The three sets below are the only shapes every workspace-scoped resource
+ * The three sets below are the base shapes every workspace-scoped resource
  * operation in the v2 API actually emits, so they live here once rather than
  * being re-derived per domain. Eight per-domain aliases previously denoted these
  * same three sets under names that implied distinctions the generated spec never
@@ -130,7 +144,7 @@ export const V2_API_KEY_SECURITY_SCHEMES = {
     in: 'header',
     name: 'X-API-Key',
     description:
-      'Your Sim API key, personal or workspace-scoped. Generate one from the Sim dashboard under Settings > API Keys. A workspace API key is not accepted everywhere: operations that act on behalf of a specific human — administrative reads, secret access, and irreversible or governance-affecting writes — always reject it, whatever role the key carries. Each such operation says so in its own description, and the rejection surfaces as `403` unless the operation conceals unauthorized resources, in which case it is reported as `404`. Use a personal API key for those.',
+      'Your Sim API key, personal or workspace-scoped. Generate one under Settings > API Keys. Operations that reject workspace keys say so in their own description.',
   },
 } as const satisfies Readonly<Record<string, OpenApiSecurityScheme>>
 
@@ -146,6 +160,17 @@ export const V2_API_KEY_SECURITY_SCHEMES = {
 export const FOLDER_TREE_TOO_LARGE =
   'A workspace whose folder tree exceeds 10,000 folders is a 413, because the response needs the whole tree to render folder paths.'
 
+/**
+ * Appended to a list whose result set is bounded by construction, so it answers
+ * in one page.
+ *
+ * Every v2 list returns `{ data, nextCursor }`, so a caller cannot tell a
+ * single-page list from a paged one by shape alone. Saying so once keeps the six
+ * such operations from drifting into six paraphrases of the same promise.
+ */
+export const FULL_SET_LIST =
+  'The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch.'
+
 /**
  * Appended to an operation whose semantic operation sets `workspaceApiKey: 'deny'`.
  * That policy is structural — an `admin` operation can never accept a workspace key —
@@ -188,7 +213,8 @@ export const V2_COMMON_HEADERS = {
     schema: z.number().int().nonnegative().meta({
       id: 'RetryAfterHeader',
       title: 'Retry after',
-      description: 'Seconds to wait before retrying a rate-limited request.',
+      description:
+        'Seconds to wait before retrying. Sent on `429` (derived from the caller rate-limit window) and on `503` (a fixed transient-failure floor). Add jitter rather than retrying at exactly this offset.',
     }),
   },
   'X-Run-Id': {
diff --git a/apps/sim/lib/api/contracts/v2/openapi/tables.ts b/apps/sim/lib/api/contracts/v2/openapi/tables.ts
index 64a059c95ae..c23448e95ce 100644
--- a/apps/sim/lib/api/contracts/v2/openapi/tables.ts
+++ b/apps/sim/lib/api/contracts/v2/openapi/tables.ts
@@ -3,6 +3,7 @@ import {
   ERROR_RESPONSES,
   type ErrorResponseId,
   FOLDER_TREE_TOO_LARGE,
+  FULL_SET_LIST,
   RATE_LIMIT_HEADERS,
   RESOURCE_CONFLICT_ERRORS,
   RESOURCE_ERRORS,
@@ -46,6 +47,7 @@ import {
   v2ListTableViewsContract,
   v2ListWorkflowGroupsContract,
   v2QueryRowsContract,
+  v2QueryRowsCountContract,
   v2RelocateTableFolderContract,
   v2RunRowEnrichmentContract,
   v2RunTableColumnContract,
@@ -90,6 +92,17 @@ const TABLE_MUTATION_ERRORS = [
   'Locked',
 ] as const satisfies readonly ErrorResponseId[]
 
+/**
+ * The two table query reads declare `maxBodyBytes`, which the route builder
+ * turns into a real `413`, so their set is the base plus that status. Every
+ * other table read carries its input in the query string and has no body
+ * ceiling to exceed.
+ */
+const TABLE_QUERY_ERRORS = [
+  ...RESOURCE_ERRORS,
+  'PayloadTooLarge',
+] as const satisfies readonly ErrorResponseId[]
+
 function tableOperation(
   operation: Omit<OpenApiOperationMetadata, 'tags' | 'success' | 'errors'> & {
     errors: readonly ErrorResponseId[]
@@ -652,13 +665,49 @@ const routes = [
       ),
     }
   ),
+  defineOpenApiRoute(
+    v2QueryRowsCountContract,
+    tableOperation({
+      operationId: 'countTableRows',
+      summary: 'Count Rows',
+      description:
+        'Count the rows matching a typed predicate across the entire table. The paged reads carry no total, and rowCount on the table resource counts every row rather than the predicate matches. Omit the predicate to count the whole table. A predicate larger than the request-body ceiling is a `413`.',
+      errors: TABLE_QUERY_ERRORS,
+      success: { description: 'The number of matching table rows.' },
+    }),
+    {
+      params: documentedSchema(
+        v2QueryRowsCountContract.params,
+        'CountTableRowsParams',
+        'Count table rows path parameters',
+        'Table whose matching rows should be counted.'
+      ),
+      body: documentedSchema(
+        v2QueryRowsCountContract.body,
+        'CountTableRowsRequest',
+        'Count table rows request',
+        'Workspace scope and the optional predicate whose matches are counted.',
+        [
+          {
+            workspaceId: WORKSPACE_ID,
+            predicate: { all: [{ field: 'status', op: 'eq', value: 'active' }] },
+          },
+        ]
+      ),
+      response: documentedSchema(
+        v2QueryRowsCountContract.response.schema,
+        'V2CountTableRowsResponse',
+        'Count table rows response',
+        'The total number of table rows matching the predicate.'
+      ),
+    }
+  ),
   defineOpenApiRoute(
     v2ListTableViewsContract,
     tableOperation({
       operationId: 'listTableViews',
       summary: 'List Views',
-      description:
-        'List the bounded set of saved table views, with references to removed columns pruned on read. The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch.',
+      description: `List the bounded set of saved table views, with references to removed columns pruned on read. ${FULL_SET_LIST}`,
       errors: RESOURCE_ERRORS,
       success: { description: 'The saved table views.' },
     }),
@@ -821,8 +870,7 @@ const routes = [
     tableOperation({
       operationId: 'listTableWorkflowGroups',
       summary: 'List Workflow Groups',
-      description:
-        'List the workflow and enrichment groups that can be dispatched for a table. The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch.',
+      description: `List the workflow and enrichment groups that can be dispatched for a table. ${FULL_SET_LIST}`,
       errors: RESOURCE_ERRORS,
       success: { description: 'The table workflow groups.' },
     }),
@@ -1396,8 +1444,7 @@ const routes = [
     tableOperation({
       operationId: 'listTablesFolders',
       summary: 'List Folders',
-      description:
-        'List table folders, optionally restricting the result to direct children of a canonical parent path. The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch.',
+      description: `List table folders, optionally restricting the result to direct children of a canonical parent path. ${FULL_SET_LIST}`,
       errors: [...WORKSPACE_ERRORS, 'NotFound', 'PayloadTooLarge'],
       success: { description: 'The table folders.' },
     }),
diff --git a/apps/sim/lib/api/contracts/v2/openapi/workflows.ts b/apps/sim/lib/api/contracts/v2/openapi/workflows.ts
index 15bd3cb2fab..30536db8fec 100644
--- a/apps/sim/lib/api/contracts/v2/openapi/workflows.ts
+++ b/apps/sim/lib/api/contracts/v2/openapi/workflows.ts
@@ -3,6 +3,7 @@ import {
   ERROR_RESPONSES,
   type ErrorResponseId,
   FOLDER_TREE_TOO_LARGE,
+  FULL_SET_LIST,
   RATE_LIMIT_HEADERS,
   RESOURCE_CONFLICT_ERRORS,
   V2_API_KEY_SECURITY,
@@ -24,6 +25,7 @@ import {
   v2ExecuteWorkflowSyncResponseSchema,
   v2ExportWorkflowContract,
   v2GetWorkflowContract,
+  v2GetWorkflowDeploymentContract,
   v2GetWorkflowRunContract,
   v2GetWorkflowVersionContract,
   v2ImportWorkflowContract,
@@ -325,6 +327,54 @@ const routes = [
       ),
     }
   ),
+  defineOpenApiRoute(
+    v2GetWorkflowDeploymentContract,
+    workflowOperation({
+      operationId: 'getWorkflowDeployment',
+      summary: 'Get Workflow Deployment',
+      description:
+        'Read the current deployment state of a workflow: whether a version is live, when it went live, the most recent deployment attempt with its readiness and failure payload, and whether the editable draft has since diverged from the live version. This is the only place `needsRedeployment` is published — the deploy, undeploy, and rollback responses cannot carry it, because they answer at the moment the draft and the live version are equal.',
+      errors: RESOURCE_ERRORS,
+      success: jsonSuccess('The current deployment state.'),
+    }),
+    {
+      params: v2GetWorkflowDeploymentContract.params,
+      response: documentedSchema(
+        v2GetWorkflowDeploymentContract.response.schema,
+        'WorkflowDeploymentResponse',
+        'Workflow deployment response',
+        'Current deployment state, including draft-versus-live drift.',
+        [
+          {
+            data: {
+              id: WORKFLOW_ID,
+              isDeployed: true,
+              needsRedeployment: true,
+              deployedAt: '2026-06-12T10:30:00.000Z',
+              warnings: [],
+              activeDeployment: {
+                deploymentVersionId: 'depver_01J8ZK3QW4M6X2R9T7B5C0V2',
+                version: 3,
+                deployedAt: '2026-06-12T10:30:00.000Z',
+              },
+              latestDeploymentAttempt: {
+                id: 'depop_01J8ZK3QW4M6X2R9T7B5C0V1',
+                deploymentVersionId: 'depver_01J8ZK3QW4M6X2R9T7B5C0V2',
+                version: 3,
+                action: 'deploy',
+                status: 'active',
+                isCurrent: true,
+                readiness: { webhooks: 'ready', schedules: 'ready', mcp: 'not_applicable' },
+                requestedAt: '2026-06-12T10:29:58.000Z',
+                activatedAt: '2026-06-12T10:30:00.000Z',
+                error: null,
+              },
+            },
+          },
+        ]
+      ),
+    }
+  ),
   defineOpenApiRoute(
     v2DeployWorkflowContract,
     workflowOperation({
@@ -695,8 +745,7 @@ const routes = [
     workflowOperation({
       operationId: 'listWorkflowsFolders',
       summary: 'List Workflow Folders',
-      description:
-        'List canonical workflow folders in a workspace. The bounded set is returned in one page with `nextCursor` always null; there is no second page to fetch.',
+      description: `List canonical workflow folders in a workspace. ${FULL_SET_LIST}`,
       errors: [...WORKSPACE_ERRORS, 'NotFound', 'PayloadTooLarge'],
       success: jsonSuccess('A list of workflow folders.'),
     }),
diff --git a/apps/sim/lib/api/contracts/v2/secrets.ts b/apps/sim/lib/api/contracts/v2/secrets.ts
index ee566ec649a..13744bf83cb 100644
--- a/apps/sim/lib/api/contracts/v2/secrets.ts
+++ b/apps/sim/lib/api/contracts/v2/secrets.ts
@@ -5,6 +5,7 @@ import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   v2CursorListResponse,
   v2DataResponse,
+  v2PaginationFields,
   v2SearchSchema,
   v2SortFields,
   v2TimestampSchema,
@@ -57,12 +58,15 @@ export type V2SecretDeleteData = z.output<typeof v2SecretDeleteDataSchema>
 export const v2SecretSortFields = ['name', 'createdAt', 'updatedAt'] as const
 export type V2SecretSortBy = (typeof v2SecretSortFields)[number]
 
-export const v2ListSecretsQuerySchema = z.object({
-  workspaceId: workspaceIdSchema.describe('Workspace whose secret metadata should be listed.'),
-  scope: v2SecretScopeSchema.optional().describe('Restrict results to one ownership scope.'),
-  search: v2SearchSchema.describe('Case-insensitive substring match against the secret name.'),
-  ...v2SortFields(v2SecretSortFields, { sortBy: 'name', sortOrder: 'asc' }),
-})
+export const v2ListSecretsQuerySchema = z
+  .object({
+    workspaceId: workspaceIdSchema.describe('Workspace whose secret metadata should be listed.'),
+    scope: v2SecretScopeSchema.optional().describe('Restrict results to one ownership scope.'),
+    search: v2SearchSchema.describe('Case-insensitive substring match against the secret name.'),
+    ...v2SortFields(v2SecretSortFields, { sortBy: 'name', sortOrder: 'asc' }),
+    ...v2PaginationFields({ description: 'Maximum secrets to return per page.' }),
+  })
+  .strict()
 export type V2ListSecretsQuery = z.output<typeof v2ListSecretsQuerySchema>
 
 export const v2SecretParamsSchema = z.object({
@@ -90,7 +94,10 @@ export const v2DeleteSecretQuerySchema = z.object({
 })
 export type V2DeleteSecretQuery = z.output<typeof v2DeleteSecretQuerySchema>
 
-/** Lists names and metadata only. There is deliberately no single-secret GET. */
+/**
+ * Lists names and metadata only, keyset-paginated over the active sort. There is
+ * deliberately no single-secret GET, and no response ever carries a value.
+ */
 export const v2ListSecretsContract = defineRouteContract({
   method: 'GET',
   path: '/api/v2/secrets',
diff --git a/apps/sim/lib/api/contracts/v2/shared.ts b/apps/sim/lib/api/contracts/v2/shared.ts
index d6e05660d9e..17a9e83073e 100644
--- a/apps/sim/lib/api/contracts/v2/shared.ts
+++ b/apps/sim/lib/api/contracts/v2/shared.ts
@@ -70,9 +70,9 @@ import { FolderPathError, parseFolderPath, requireNonRootFolderPath } from '@/li
  *   on the surface (`scope`, `folderPath`, `deployedOnly`, `type`, `providerId`,
  *   `resourceType`). No generic filter expression.
  *
- * Every one of these is pushed into SQL, except on `GET /skills` (which merges
- * the static builtin registry into the DB rows, then re-filters and re-sorts the
- * merged array) and `GET /files/folders` (which applies `parentPath` and `search`
+ * Every one of these is pushed into SQL, except on `GET /skills` (which narrows the
+ * static builtin registry with the same search term, merges it into the DB rows,
+ * then re-sorts the merged array) and `GET /files/folders` (which applies `parentPath` and `search`
  * in JS; its sort is pushed into SQL like every other folder list). Both read a
  * full result set to produce a page; neither is a pattern to copy.
  *
@@ -82,10 +82,25 @@ import { FolderPathError, parseFolderPath, requireNonRootFolderPath } from '@/li
  * not restated here. A full-set list returns `nextCursor: null` on every
  * response — its OpenAPI description says so explicitly, so a caller never
  * writes a pagination loop that can only ever run once.
- * Adding `limit`/`cursor` to a full-set list is additive,
- * but making a `limit` *default* would silently truncate callers that rely on
- * the full set today, so a default page size cannot be introduced without a
- * version bump.
+ *
+ * Every list whose result set grows with workspace content is now paged. What
+ * remains full-set is the folder lists, whose trees are already capped where
+ * they load, plus `GET /mcp-servers`.
+ *
+ * Adding `limit`/`cursor` to a full-set list is additive, but giving it a
+ * *default* `limit` truncates callers reading the whole set today, so it is a
+ * breaking change. Five lists took exactly that change while `v2-api` was off
+ * in production and enabled only for a staging cohort — the window in which it
+ * costs nothing. Once v2 is generally available, moving a shipped full-set list
+ * to a defaulted page size needs a version bump.
+ *
+ * Both cursor schemes are opaque base64-JSON from `app/api/v2/lib/response.ts`,
+ * and which one a list uses is decided by what its read can express rather than
+ * by preference: a keyset (`encodeSortedCursor`) wherever the page comes from
+ * one ordered SQL read, and an offset (`encodeCursor({ offset })`) only where it
+ * cannot — `GET /skills`, which merges the static builtin registry into the DB
+ * rows and re-sorts in JS, and `GET /knowledge/{id}/documents`, whose underlying
+ * query is limit/offset. Prefer the keyset; an offset needs that kind of reason.
  *
  * ## Sort and the opaque cursor
  *
@@ -151,12 +166,144 @@ export const v2CursorListResponse = <T extends z.ZodType>(itemSchema: T) =>
       ),
   })
 
+/**
+ * Default and maximum page size for a v2 paged list.
+ *
+ * These are the values the majority of already-paged v2 lists shipped with
+ * (`/workflows`, `/workflows/{id}/versions`, `/workflows/{id}/runs`,
+ * `/workspaces/{id}/members`, `/billing/logs`), so they are what a list adopting
+ * pagination now inherits.
+ */
+export const V2_DEFAULT_PAGE_SIZE = 50
+export const V2_MAX_PAGE_SIZE = 100
+
+/**
+ * How a `limit` outside `1..max` is handled.
+ *
+ * `reject` is the rule for every list: an out-of-range or fractional page size
+ * is a 400 naming the bound. `clamp` exists only for the three lists that
+ * shipped truncating and clamping instead (`/files`, `/logs`, `/tables`) and
+ * published that leniency in their OpenAPI description — flipping them to
+ * `reject` would turn a currently-successful request into an error for callers
+ * already relying on it. New lists must use `reject`; `clamp` is not a pattern
+ * to copy and should be collapsed into `reject` at the next major version.
+ */
+export type V2LimitOutOfRange = 'reject' | 'clamp'
+
+interface V2LimitOptions {
+  max?: number
+  /** Page size applied when the caller omits `limit`. */
+  fallback?: number
+  /** Defaults to `reject`. */
+  outOfRange?: V2LimitOutOfRange
+  /** Overrides the generated `describe()` text. */
+  description?: string
+}
+
+/**
+ * The v2 `limit` param, as one schema so the family cannot drift per route.
+ *
+ * It exists because it already drifted: `GET /api/v2/workflows` was copied from
+ * a sibling and lost its `.int()`, so a fractional `limit` passed validation and
+ * reached Postgres as `LIMIT 2.5`, which is a 500. A caller-supplied query value
+ * must never be able to produce a 500, and the only durable fix is for every
+ * list to derive its bound from one place rather than restating it.
+ *
+ * `z.coerce.number()` is what accepts the query string at all, so JS numeric
+ * parsing applies (`1e2` is 100, `0x10` is 16, surrounding whitespace is
+ * ignored). That leniency is inherited from the coercion, not chosen here; the
+ * bounds below are what actually constrain the value.
+ */
+export function v2LimitSchema(options: V2LimitOptions = {}) {
+  const {
+    max = V2_MAX_PAGE_SIZE,
+    fallback = V2_DEFAULT_PAGE_SIZE,
+    outOfRange = 'reject',
+    description,
+  } = options
+
+  /**
+   * The bounds are appended rather than left to the caller's sentence, so a
+   * per-list `description` cannot drop them from the published parameter — the
+   * numbers a caller needs are the ones this schema actually enforces.
+   */
+  const bounds =
+    outOfRange === 'clamp'
+      ? `Values outside 1–${max} are truncated and clamped into that range rather than rejected. Defaults to ${fallback}.`
+      : `Must be a whole number from 1 to ${max}. Defaults to ${fallback}.`
+  const described = `${description ?? 'Maximum items to return per page.'} ${bounds}`
+
+  const base = z.coerce.number({ error: 'limit must be a number' })
+
+  if (outOfRange === 'clamp') {
+    return base
+      .optional()
+      .default(fallback)
+      .transform((value) => Math.min(Math.max(1, Math.trunc(value)), max))
+      .describe(described)
+      .meta({ type: 'integer', minimum: 1, maximum: max })
+  }
+
+  return base
+    .int('limit must be a whole number')
+    .min(1, 'limit must be at least 1')
+    .max(max, `limit cannot exceed ${max}`)
+    .optional()
+    .default(fallback)
+    .describe(described)
+}
+
+/**
+ * The v2 `cursor` param: the opaque token a previous page returned as
+ * `nextCursor`. Empty is rejected rather than treated as "start over", so a
+ * caller that accidentally forwards an empty string learns about it instead of
+ * looping on page one.
+ */
+export function v2CursorSchema(description = 'Opaque cursor returned by the previous page.') {
+  return z.string().min(1, 'cursor must be a non-empty token').optional().describe(description)
+}
+
+/**
+ * The `limit` + `cursor` pair for a paged v2 list. Spread into a query object;
+ * a list that returns `nextCursor` must accept both, and must actually apply
+ * them.
+ */
+export function v2PaginationFields(options: V2LimitOptions = {}) {
+  return { limit: v2LimitSchema(options), cursor: v2CursorSchema() }
+}
+
 /**
  * The v2 `search` term: a case-insensitive substring match on the resource's
  * natural name field. Bounded at 200 characters — a longer term cannot match
  * any of the name columns it is aimed at, and every one of these matches is an
  * unindexed scan.
  */
+/**
+ * A run-window bound, for the two collections that filter on run start time.
+ *
+ * Both bounds are constructed into `Date`s by their route and reach the query as
+ * bound timestamps, so an unparseable value would arrive as an `Invalid Date`
+ * and fail inside the driver's timestamp mapper — a caller-reachable 500.
+ * Validating the format here is what keeps that a 400.
+ *
+ * The form is `z.datetime()`, which is UTC-only: a date with no time
+ * (`2026-08-06`) and an offset-bearing timestamp (`2026-08-06T00:00:00+02:00`)
+ * are both rejected. `GET /logs` and `GET /workflows/{id}/runs` are sibling
+ * reads over the same runs, so the same timestamp must work on both — sharing
+ * the schema is what makes that true rather than merely intended, and it is why
+ * the descriptions say "UTC ISO 8601" instead of overpromising "ISO 8601".
+ */
+export function v2RunWindowBoundSchema(field: 'startDate' | 'endDate') {
+  const boundary = field === 'startDate' ? 'at or after' : 'at or before'
+  return z
+    .string()
+    .datetime({ error: `${field} must be a UTC ISO 8601 timestamp, e.g. 2026-08-06T00:00:00Z` })
+    .describe(
+      `Only include runs started ${boundary} this UTC ISO 8601 timestamp, e.g. \`2026-08-06T00:00:00Z\`. A date without a time, or a timestamp carrying a UTC offset instead of \`Z\`, is rejected.`
+    )
+    .meta({ format: 'date-time' })
+}
+
 export const v2SearchSchema = z
   .string()
   .trim()
diff --git a/apps/sim/lib/api/contracts/v2/skills.ts b/apps/sim/lib/api/contracts/v2/skills.ts
index c307677993a..31a182d3b67 100644
--- a/apps/sim/lib/api/contracts/v2/skills.ts
+++ b/apps/sim/lib/api/contracts/v2/skills.ts
@@ -9,6 +9,7 @@ import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   v2CursorListResponse,
   v2DataResponse,
+  v2PaginationFields,
   v2SearchSchema,
   v2SortFields,
   v2TimestampSchema,
@@ -96,10 +97,13 @@ export const v2SkillSortFields = ['name', 'createdAt', 'updatedAt'] as const
 
 export type V2SkillSortBy = (typeof v2SkillSortFields)[number]
 
-export const v2ListSkillsQuerySchema = v2SkillWorkspaceQuerySchema.extend({
-  search: v2SearchSchema.describe('Case-insensitive substring match against the skill name.'),
-  ...v2SortFields(v2SkillSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
-})
+export const v2ListSkillsQuerySchema = v2SkillWorkspaceQuerySchema
+  .extend({
+    search: v2SearchSchema.describe('Case-insensitive substring match against the skill name.'),
+    ...v2SortFields(v2SkillSortFields, { sortBy: 'createdAt', sortOrder: 'desc' }),
+    ...v2PaginationFields({ description: 'Maximum skills to return per page.' }),
+  })
+  .strict()
 
 export type V2ListSkillsQuery = z.output<typeof v2ListSkillsQuerySchema>
 
@@ -143,9 +147,11 @@ export const v2UpdateSkillBodySchema = z
 export type V2UpdateSkillBody = z.input<typeof v2UpdateSkillBodySchema>
 
 /**
- * Skill list. The per-workspace set is small and bounded, so the full set is
- * returned as a single page (`nextCursor` is always `null`); the canonical
- * cursor envelope keeps the v2 list surface uniform.
+ * Skill list, paginated by an opaque offset cursor rather than the keyset the
+ * other v2 lists use: the list merges the code-only built-in skills — which
+ * have no DB row for a SQL cursor predicate to act on — with the workspace's
+ * rows and re-sorts the result in memory, so no keyset over `skill` columns can
+ * name a position inside that merged sequence.
  */
 export const v2ListSkillsContract = defineRouteContract({
   method: 'GET',
diff --git a/apps/sim/lib/api/contracts/v2/tables.ts b/apps/sim/lib/api/contracts/v2/tables.ts
index a84d0306321..391e10b0758 100644
--- a/apps/sim/lib/api/contracts/v2/tables.ts
+++ b/apps/sim/lib/api/contracts/v2/tables.ts
@@ -51,6 +51,7 @@ import {
   v2FolderPathSchema,
   v2FolderSchema,
   v2ListFoldersQuerySchema,
+  v2PaginationFields,
   v2RelocateFolderBodySchema,
   v2SearchSchema,
   v2SortFields,
@@ -339,44 +340,49 @@ export const v2ListTablesQuerySchema = z
       .describe('Restrict results to tables in this folder.'),
     search: v2SearchSchema,
     ...v2SortFields(v2TableSortFields, { sortBy: 'createdAt', sortOrder: 'asc' }),
-    /**
-     * The `.transform()` clamp erases every bound from `z.toJSONSchema`, which
-     * published a bare `type: number` while the description promised a 1–1000
-     * range. `.meta()` restores the JSON Schema keywords without touching the
-     * runtime pipeline: the published schema states the supported domain, and
-     * the server stays deliberately lenient about inputs outside it.
-     */
-    limit: z.coerce
-      .number()
-      .optional()
-      .default(100)
-      .transform((v) => Math.min(Math.max(1, Math.trunc(v)), 1000))
-      .describe(
-        'Maximum tables to return (1-1000). Fractional or out-of-range values are truncated and clamped into that range rather than rejected.'
-      )
-      .meta({ type: 'integer', minimum: 1, maximum: 1000 }),
-    cursor: z.string().min(1).optional().describe('Opaque cursor from the previous page.'),
+    ...v2PaginationFields({
+      max: 1000,
+      fallback: 100,
+      outOfRange: 'clamp',
+      description: 'Maximum tables to return per page.',
+    }),
   })
   .strict()
 
 export type V2ListTablesQuery = z.output<typeof v2ListTablesQuerySchema>
 
-export const v2TableWorkspaceQuerySchema = v1ListTablesQuerySchema.extend({
-  workspaceId: v1ListTablesQuerySchema.shape.workspaceId.describe('Workspace that owns the table.'),
-})
+export const v2TableWorkspaceQuerySchema = v1ListTablesQuerySchema
+  .extend({
+    workspaceId: v1ListTablesQuerySchema.shape.workspaceId.describe(
+      'Workspace that owns the table.'
+    ),
+  })
+  .strict()
 export type V2TableWorkspaceQuery = z.output<typeof v2TableWorkspaceQuerySchema>
 
 const v2TableColumnInputShape = {
   id: z.string().optional().describe('Optional client-provided column identifier.'),
   name: columnNameSchema.describe('Column name.'),
   type: columnTypeSchema.describe('Column data type.'),
+  required: z.boolean().optional().describe('Whether inserts must supply a value for this column.'),
   unique: z.boolean().optional().describe('Whether values in the column must be unique.'),
   options: selectOptionsSchema.optional().describe('Select options for select-type columns.'),
   multiple: z.boolean().optional().describe('Whether a select column accepts multiple values.'),
   currencyCode: currencyCodeSchema.optional().describe('ISO 4217 code for currency columns.'),
 }
 
-/** Public column input. `required` is response-only and rejected on every v2 write. */
+/**
+ * Public column input.
+ *
+ * `required` round-trips: it is emitted on every column read, accepted here, and
+ * accepted on the update body below.
+ *
+ * The two write paths enforce it differently, matching v1. Turning it ON via
+ * update is rejected with a 400 naming the count of rows that hold null,
+ * missing, or empty cells. Add-column applies the flag as given without
+ * inspecting existing rows — the same shape `unique` already had on this
+ * surface — so a column added as required only constrains later writes.
+ */
 export const v2TableColumnInputSchema = z
   .object(v2TableColumnInputShape)
   .strict()
@@ -588,6 +594,10 @@ export const v2UpdateTableColumnBodySchema = z
       .object({
         name: columnNameSchema.optional().describe('Replacement column name.'),
         type: columnTypeSchema.optional().describe('Replacement column data type.'),
+        required: z
+          .boolean()
+          .optional()
+          .describe('Whether inserts must supply a value for this column.'),
         unique: z.boolean().optional().describe('Whether values in the column must be unique.'),
         options: selectOptionsSchema
           .optional()
@@ -630,11 +640,20 @@ export const v2UpdateTableColumnContract = defineRouteContract({
   },
 })
 
+/**
+ * The first-party body, narrowed to `.strict()` for the public surface. The
+ * first-party schema stays permissive because the grid posts it; a public caller
+ * that misspells `columnName` must hear about it rather than get a 400 about a
+ * missing field it believes it sent.
+ */
+export const v2DeleteTableColumnBodySchema = deleteTableColumnBodySchema.strict()
+export type V2DeleteTableColumnBody = z.input<typeof v2DeleteTableColumnBodySchema>
+
 export const v2DeleteTableColumnContract = defineRouteContract({
   method: 'DELETE',
   path: '/api/v2/tables/[tableId]/columns',
   params: tableIdParamsSchema,
-  body: deleteTableColumnBodySchema,
+  body: v2DeleteTableColumnBodySchema,
   response: {
     mode: 'json',
     schema: v2DataResponse(v2TableColumnsDataSchema),
@@ -671,6 +690,7 @@ export const v2TableRowsQuerySchema = tableRowsQueryBaseSchema
       .optional()
       .describe('Opaque cursor returned by the previous page.'),
   })
+  .strict()
 export type V2TableRowsQuery = z.output<typeof v2TableRowsQuerySchema>
 
 /** Cursor-paginated row list. */
@@ -690,29 +710,70 @@ export const v2ListTableRowsContract = defineRouteContract({
  * field refs keyed by column NAME. `limit`: omitted →
  * {@link V2_DEFAULT_ROW_LIMIT}; `0` → unbounded (whole result or a 400
  * `TABLE_QUERY_RESULT_TOO_LARGE`); `1..{@link V2_MAX_ROW_LIMIT}` → page cap.
+ *
+ * `.strict()` earns its place here more than anywhere else on this surface: v1
+ * named its row filter `filter`, and while this body tolerated unknown keys that
+ * request was answered with 200 and a fully unfiltered page.
+ *
+ * It binds the top level only, so the shared `sortSpecSchema` element carries
+ * its own `.strict()` — otherwise `sort: [{ field, direction, nulls: 'last' }]`
+ * is answered 200 with the null-ordering request dropped.
  */
-export const v2QueryRowsBodySchema = z.object({
-  workspaceId: workspaceIdSchema,
-  predicate: predicateSchema.optional(),
-  sort: sortSpecSchema.optional().describe('Ordered table-row sort specification.'),
-  limit: z
-    .number({ error: 'Limit must be a number' })
-    .int('Limit must be an integer')
-    .min(0, 'Limit must be at least 0 (use 0 for an unbounded query)')
-    .max(
-      V2_MAX_ROW_LIMIT,
-      `Limit cannot exceed ${V2_MAX_ROW_LIMIT}; use limit=0 for a full result or create an export resource for large datasets`
-    )
-    .optional()
-    .describe('Maximum rows to return; zero requests an unbounded result.'),
-  cursor: z
-    .string()
-    .min(1, 'cursor must be a non-empty token')
-    .optional()
-    .describe('Opaque cursor returned by the previous query page.'),
-})
+export const v2QueryRowsBodySchema = z
+  .object({
+    workspaceId: workspaceIdSchema,
+    predicate: predicateSchema.optional(),
+    sort: sortSpecSchema.optional().describe('Ordered table-row sort specification.'),
+    limit: z
+      .number({ error: 'Limit must be a number' })
+      .int('Limit must be an integer')
+      .min(0, 'Limit must be at least 0 (use 0 for an unbounded query)')
+      .max(
+        V2_MAX_ROW_LIMIT,
+        `Limit cannot exceed ${V2_MAX_ROW_LIMIT}; use limit=0 for a full result or create an export resource for large datasets`
+      )
+      .optional()
+      .describe('Maximum rows to return; zero requests an unbounded result.'),
+    cursor: z
+      .string()
+      .min(1, 'cursor must be a non-empty token')
+      .optional()
+      .describe('Opaque cursor returned by the previous query page.'),
+  })
+  .strict()
 export type V2QueryRowsBody = z.input<typeof v2QueryRowsBodySchema>
 
+/**
+ * Match count for a filtered read: the same `predicate` grammar as
+ * {@link v2QueryRowsBodySchema}, with the paging controls dropped because a
+ * count has no page. Omitting `predicate` counts the whole table, which is also
+ * what `rowCount` on the table resource reports.
+ */
+export const v2QueryRowsCountBodySchema = z
+  .object({
+    workspaceId: workspaceIdSchema,
+    predicate: predicateSchema.optional(),
+  })
+  .strict()
+export type V2QueryRowsCountBody = z.input<typeof v2QueryRowsCountBodySchema>
+
+/** Number of rows matching a predicate across the whole table, not one page. */
+export const v2QueryRowsCountDataSchema = z
+  .object({
+    totalCount: z
+      .number()
+      .int()
+      .nonnegative()
+      .describe('Number of rows matching the predicate across the entire table.'),
+  })
+  .strict()
+  .meta({
+    id: 'V2QueryRowsCountData',
+    title: 'Query rows count data',
+    description: 'Total number of table rows matching a predicate.',
+  })
+export type V2QueryRowsCountData = z.output<typeof v2QueryRowsCountDataSchema>
+
 /**
  * Rich filtered/sorted row read with cursor pagination — the v2 read surface
  * for anything beyond a plain page. POST because the predicate tree is a
@@ -729,6 +790,27 @@ export const v2QueryRowsContract = defineRouteContract({
   },
 })
 
+/**
+ * How many rows a predicate matches. The cursor-paged reads deliberately carry
+ * no total — `{ data, nextCursor }` has nowhere to put one and computing a COUNT
+ * on every page is a cost a paging caller has not asked for — so the count is
+ * its own single-purpose read. `rowCount` on the table resource answers the
+ * unfiltered question; this answers the filtered one.
+ *
+ * POST for the same reason `POST /query` is a POST: the predicate tree is a
+ * structured body, not a querystring dialect.
+ */
+export const v2QueryRowsCountContract = defineRouteContract({
+  method: 'POST',
+  path: '/api/v2/tables/[tableId]/query/count',
+  params: tableIdParamsSchema,
+  body: v2QueryRowsCountBodySchema,
+  response: {
+    mode: 'json',
+    schema: v2DataResponse(v2QueryRowsCountDataSchema),
+  },
+})
+
 /**
  * Single contract for `POST /rows` — the body is the single|batch union so the
  * route can dispatch in one `parseRequest`, and the response is the matching
@@ -740,23 +822,34 @@ export const v2InsertTableRowBodySchema = insertTableRowBodyBaseSchema
   .extend({
     data: v2RowDataSchema.describe('Row cells keyed by column name.'),
   })
+  .strict()
   .refine(...rowAnchorMutexRefine)
 
-export const v2BatchInsertTableRowsBodySchema = v1BatchInsertTableRowsBodySchema.extend({
-  rows: z
-    .array(v2RowDataSchema)
-    .min(1, 'At least one row is required')
-    .max(
-      TABLE_LIMITS.MAX_BATCH_INSERT_SIZE,
-      `Cannot insert more than ${TABLE_LIMITS.MAX_BATCH_INSERT_SIZE} rows per batch`
-    )
-    .describe('Rows to insert, with cells keyed by column name.'),
-})
+export const v2BatchInsertTableRowsBodySchema = v1BatchInsertTableRowsBodySchema
+  .extend({
+    rows: z
+      .array(v2RowDataSchema)
+      .min(1, 'At least one row is required')
+      .max(
+        TABLE_LIMITS.MAX_BATCH_INSERT_SIZE,
+        `Cannot insert more than ${TABLE_LIMITS.MAX_BATCH_INSERT_SIZE} rows per batch`
+      )
+      .describe('Rows to insert, with cells keyed by column name.'),
+  })
+  .strict()
 
-export const v2CreateTableRowsBodySchema = z.union([
-  v2BatchInsertTableRowsBodySchema,
-  v2InsertTableRowBodySchema,
-])
+/**
+ * A union surfaces `invalid_union` as its first issue, whose default message is
+ * the unactionable `Invalid input` — so the shapes are named here. The per-member
+ * failures still ride along in `details`.
+ */
+export const v2CreateTableRowsBodySchema = z.union(
+  [v2BatchInsertTableRowsBodySchema, v2InsertTableRowBodySchema],
+  {
+    error:
+      'Row insert body must be either { rows: [...] } for a batch insert or { data: {...} } for a single row',
+  }
+)
 
 export const v2CreateTableRowsContract = defineRouteContract({
   method: 'POST',
@@ -776,6 +869,7 @@ export const v2UpdateRowsByPredicateBodySchema = updateRowsByFilterBodySchema
     filter: predicateSchema,
     data: v2RowDataSchema.describe('Row-data patch applied to every matching row.'),
   })
+  .strict()
 export type V2UpdateRowsByPredicateBody = z.input<typeof v2UpdateRowsByPredicateBodySchema>
 
 /**
@@ -819,6 +913,7 @@ export const v2DeleteTableRowsBodySchema = z
       .optional()
       .describe('Explicit row identifiers to delete.'),
   })
+  .strict()
   .refine((data) => Boolean(data.filter) !== Boolean(data.rowIds), {
     message: 'Provide either filter or rowIds, but not both',
   })
@@ -840,6 +935,7 @@ export const v2UpdateTableRowBodySchema = updateTableRowBodySchema
   .extend({
     data: v2RowDataSchema.describe('Partial row-data patch keyed by column name.'),
   })
+  .strict()
 
 /**
  * Upsert body. `data` is a WHOLE-ROW value, not a patch — on the update branch
@@ -855,6 +951,7 @@ export const v2UpsertTableRowBodySchema = upsertTableRowBodySchema
       'Complete set of row cells keyed by column name. On the update branch this REPLACES the matched row: any column not present here is cleared, unlike the merging PATCH /rows/{rowId}.'
     ),
   })
+  .strict()
 
 export const v2GetTableRowContract = defineRouteContract({
   method: 'GET',
@@ -905,7 +1002,7 @@ export const v2UpsertTableRowContract = defineRouteContract({
  * belong to. Present so every v2 mutation carries the same scope check the rest
  * of the surface applies through `resolveWorkspaceScope`.
  */
-export const v2WorkspaceScopedBodySchema = z.object({ workspaceId: workspaceIdSchema })
+export const v2WorkspaceScopedBodySchema = z.object({ workspaceId: workspaceIdSchema }).strict()
 export type V2WorkspaceScopedBody = z.input<typeof v2WorkspaceScopedBodySchema>
 
 const v2TableViewPredicateOutputSchema = z
@@ -932,6 +1029,13 @@ export const v2TableViewConfigSchema = tableMetadataSchema
       .optional()
       .describe('Saved ordered sort specification, or null for default ordering.'),
   })
+  /**
+   * `tableMetadataSchema` is not strict, so extending it inherited the laxness
+   * and a misspelled layout key inside `config` was accepted and dropped. Safe
+   * on the read side too: `normalizeStoredViewConfig` projects a stored blob
+   * onto exactly these keys before the response is validated.
+   */
+  .strict()
   .meta({
     id: 'V2TableViewConfig',
     title: 'Table view configuration',
@@ -994,11 +1098,24 @@ export const v2ListTableViewsContract = defineRouteContract({
   },
 })
 
+/**
+ * First-party view bodies narrowed to `.strict()` for the public surface.
+ *
+ * `.strict()` binds the top level only. The nested `config` object is the
+ * first-party table-metadata shape and still strips unknown keys; tightening it
+ * belongs with that shared schema, not here.
+ */
+export const v2CreateTableViewBodySchema = createTableViewBodySchema.strict()
+export type V2CreateTableViewBody = z.input<typeof v2CreateTableViewBodySchema>
+
+export const v2UpdateTableViewBodySchema = updateTableViewBodySchema.strict()
+export type V2UpdateTableViewBody = z.input<typeof v2UpdateTableViewBodySchema>
+
 export const v2CreateTableViewContract = defineRouteContract({
   method: 'POST',
   path: '/api/v2/tables/[tableId]/views',
   params: tableIdParamsSchema,
-  body: createTableViewBodySchema,
+  body: v2CreateTableViewBodySchema,
   response: {
     mode: 'json',
     schema: v2DataResponse(v2ApiViewSchema),
@@ -1021,7 +1138,7 @@ export const v2UpdateTableViewContract = defineRouteContract({
   method: 'PATCH',
   path: '/api/v2/tables/[tableId]/views/[viewId]',
   params: tableViewParamsSchema,
-  body: updateTableViewBodySchema,
+  body: v2UpdateTableViewBodySchema,
   response: {
     mode: 'json',
     schema: v2DataResponse(v2ApiViewSchema),
@@ -1271,6 +1388,7 @@ export const v2DeleteWorkflowGroupContract = defineRouteContract({
  */
 export const v2RunColumnBodySchema = runColumnBodyBaseSchema
   .extend({ filter: predicateSchema.optional() })
+  .strict()
   .refine(...runColumnScopeMutexRefine)
   .refine(...runColumnExcludeMutexRefine)
 export type V2RunColumnBody = z.input<typeof v2RunColumnBodySchema>
@@ -1336,15 +1454,17 @@ export const v2RunRowEnrichmentContract = defineRouteContract({
  * by the same predicate/sort grammar as `POST /query`. POST because the
  * predicate tree is a structured body, not a querystring dialect.
  */
-export const v2FindRowsBodySchema = z.object({
-  workspaceId: workspaceIdSchema,
-  q: z
-    .string()
-    .min(1, 'q must be a non-empty search string')
-    .describe('Case-insensitive cell substring to find.'),
-  predicate: predicateSchema.optional(),
-  sort: sortSpecSchema.optional().describe('Ordered table-row sort specification.'),
-})
+export const v2FindRowsBodySchema = z
+  .object({
+    workspaceId: workspaceIdSchema,
+    q: z
+      .string()
+      .min(1, 'q must be a non-empty search string')
+      .describe('Case-insensitive cell substring to find.'),
+    predicate: predicateSchema.optional(),
+    sort: sortSpecSchema.optional().describe('Ordered table-row sort specification.'),
+  })
+  .strict()
 export type V2FindRowsBody = z.input<typeof v2FindRowsBodySchema>
 
 /**
@@ -1705,11 +1825,15 @@ export const v2TableExportSchema = z
   })
 export type V2TableExport = z.output<typeof v2TableExportSchema>
 
+/** First-party export body narrowed to `.strict()` for the public surface. */
+export const v2CreateTableExportBodySchema = exportTableAsyncBodySchema.strict()
+export type V2CreateTableExportBody = z.input<typeof v2CreateTableExportBodySchema>
+
 export const v2CreateTableExportContract = defineRouteContract({
   method: 'POST',
   path: '/api/v2/tables/[tableId]/exports',
   params: tableIdParamsSchema,
-  body: exportTableAsyncBodySchema,
+  body: v2CreateTableExportBodySchema,
   response: { mode: 'json', schema: v2DataResponse(v2TableExportSchema), status: 201 },
 })
 
@@ -1755,6 +1879,7 @@ export const v2TableExportDownloadContract = defineRouteContract({
  */
 export const v2CancelTableRunsBodySchema = cancelTableRunsBodyBaseSchema
   .extend({ filter: predicateSchema.optional() })
+  .strict()
   .superRefine((value, ctx) => {
     for (const issue of refineCancelTableRunsScope(value)) {
       ctx.addIssue({ code: 'custom', ...issue })
diff --git a/apps/sim/lib/api/contracts/v2/workflows.ts b/apps/sim/lib/api/contracts/v2/workflows.ts
index 2eb1131dd71..167e8244e2a 100644
--- a/apps/sim/lib/api/contracts/v2/workflows.ts
+++ b/apps/sim/lib/api/contracts/v2/workflows.ts
@@ -25,7 +25,9 @@ import {
   v2FolderPathSchema,
   v2FolderSchema,
   v2ListFoldersQuerySchema,
+  v2PaginationFields,
   v2RelocateFolderBodySchema,
+  v2RunWindowBoundSchema,
   v2SearchSchema,
   v2SortFields,
 } from '@/lib/api/contracts/v2/shared'
@@ -135,17 +137,7 @@ export const v2ListWorkflowsQuerySchema = z
       .optional()
       .default(false)
       .describe('Return only workflows with an active deployment when true.'),
-    limit: z.coerce
-      .number()
-      .min(1)
-      .max(100)
-      .optional()
-      .default(50)
-      .describe('Maximum workflows to return per page.'),
-    cursor: z
-      .string()
-      .optional()
-      .describe('Opaque pagination cursor returned by a previous request.'),
+    ...v2PaginationFields({ description: 'Maximum workflows to return per page.' }),
     search: v2SearchSchema,
     ...v2SortFields(v2WorkflowSortFields, { sortBy: 'position', sortOrder: 'asc' }),
   })
@@ -294,6 +286,29 @@ export const v2DeploymentStateSchema = z
     description: 'Current workflow deployment state and lifecycle progress.',
   })
 
+/**
+ * Read-only deployment state. Extends the shared state with `needsRedeployment`,
+ * which the mutation responses cannot carry: it compares the live graph against
+ * the draft, and immediately after a deploy or rollback the two are equal by
+ * construction.
+ */
+export const v2WorkflowDeploymentSchema = v2DeploymentStateSchema
+  .extend({
+    needsRedeployment: z
+      .boolean()
+      .describe(
+        'Whether the editable draft has diverged from the live deployment version. False while a deployment attempt is still preparing or activating, and false when nothing is deployed.'
+      ),
+  })
+  .meta({
+    id: 'WorkflowDeployment',
+    title: 'Workflow deployment',
+    description:
+      'Current deployment state of a workflow, including draft-versus-live drift and the most recent deployment attempt.',
+  })
+
+export type V2WorkflowDeployment = z.output<typeof v2WorkflowDeploymentSchema>
+
 export const v2DeployWorkflowDataSchema = v2DeploymentStateSchema
   .extend({
     version: z
@@ -574,19 +589,9 @@ export type V2WorkflowVersion = z.output<typeof v2WorkflowVersionSchema>
  */
 export const v2ListWorkflowVersionsQuerySchema = z
   .object({
-    limit: z.coerce
-      .number()
-      .int()
-      .min(1)
-      .max(100)
-      .optional()
-      .default(50)
-      .describe('Maximum deployment versions to return per page.'),
-    cursor: z
-      .string()
-      .optional()
-      .describe('Opaque pagination cursor returned by a previous request.'),
+    ...v2PaginationFields({ description: 'Maximum deployment versions to return per page.' }),
   })
+  .strict()
   .meta({
     id: 'ListWorkflowVersionsQuery',
     title: 'List workflow versions query',
@@ -646,6 +651,16 @@ export const v2GetWorkflowVersionContract = defineRouteContract({
   },
 })
 
+export const v2GetWorkflowDeploymentContract = defineRouteContract({
+  method: 'GET',
+  path: '/api/v2/workflows/[id]/deployment',
+  params: v2WorkflowIdParamsSchema,
+  response: {
+    mode: 'json',
+    schema: v2DataResponse(v2WorkflowDeploymentSchema),
+  },
+})
+
 export const v2DeployWorkflowContract = defineRouteContract({
   method: 'POST',
   path: '/api/v2/workflows/[id]/deploy',
@@ -1028,29 +1043,9 @@ export const v2ListWorkflowRunsQuerySchema = z
       .min(1, 'trigger cannot be empty')
       .optional()
       .describe('Filter by trigger type.'),
-    startDate: z
-      .string()
-      .datetime()
-      .optional()
-      .describe('Include runs started at or after this ISO 8601 timestamp.'),
-    endDate: z
-      .string()
-      .datetime()
-      .optional()
-      .describe('Include runs started at or before this ISO 8601 timestamp.'),
-    limit: z.coerce
-      .number()
-      .int()
-      .min(1)
-      .max(100)
-      .optional()
-      .default(50)
-      .describe('Maximum workflow runs to return per page.'),
-    cursor: z
-      .string()
-      .min(1, 'cursor cannot be empty')
-      .optional()
-      .describe('Opaque pagination cursor returned by a previous request.'),
+    startDate: v2RunWindowBoundSchema('startDate').optional(),
+    endDate: v2RunWindowBoundSchema('endDate').optional(),
+    ...v2PaginationFields({ description: 'Maximum workflow runs to return per page.' }),
     /**
      * Deliberate deviation from the v2 `sortBy` + `sortOrder` convention. Runs
      * have exactly one sortable column (start time), so there is no `sortBy` to
@@ -1191,9 +1186,17 @@ export const v2GetWorkflowRunContract = defineRouteContract({
   params: v2WorkflowRunParamsSchema,
   query: workflowExecutionStatusQuerySchema
     .extend({
-      includeOutput: workflowExecutionStatusQuerySchema.shape.includeOutput.describe(
-        'Include final and block outputs when true.'
-      ),
+      /**
+       * Declared with the shared boolean flag rather than reused from the
+       * internal shape, which spells it as a `'true'`/`'false'` string enum
+       * while every other v2 boolean query param is a real boolean. The shared
+       * schema still accepts both strings, so `?includeOutput=true` keeps
+       * working identically; it only widens what parses.
+       */
+      includeOutput: booleanQueryFlagSchema
+        .describe('Include final and block outputs when true.')
+        .optional()
+        .default(false),
       selectedOutputs: workflowExecutionStatusQuerySchema.shape.selectedOutputs.describe(
         'Comma-separated block output references to include.'
       ),
diff --git a/apps/sim/lib/api/contracts/v2/workspaces.ts b/apps/sim/lib/api/contracts/v2/workspaces.ts
index 761c54ddb78..6624ff5b075 100644
--- a/apps/sim/lib/api/contracts/v2/workspaces.ts
+++ b/apps/sim/lib/api/contracts/v2/workspaces.ts
@@ -4,6 +4,7 @@ import { defineRouteContract } from '@/lib/api/contracts/types'
 import {
   v2CursorListResponse,
   v2DataResponse,
+  v2PaginationFields,
   v2TimestampSchema,
 } from '@/lib/api/contracts/v2/shared'
 
@@ -58,15 +59,7 @@ export type V2WorkspaceMember = z.output<typeof v2WorkspaceMemberSchema>
 
 export const v2ListWorkspaceMembersQuerySchema = z
   .object({
-    limit: z.coerce
-      .number()
-      .int()
-      .min(1)
-      .max(100)
-      .optional()
-      .default(50)
-      .describe('Maximum members to return. Defaults to 50 and cannot exceed 100.'),
-    cursor: z.string().min(1).optional().describe('Opaque cursor returned by the preceding page.'),
+    ...v2PaginationFields({ description: 'Maximum members to return per page.' }),
   })
   .strict()
 export type V2ListWorkspaceMembersQuery = z.output<typeof v2ListWorkspaceMembersQuerySchema>
diff --git a/apps/sim/lib/api/list-convention.test.ts b/apps/sim/lib/api/list-convention.test.ts
index fcb2594dc26..83640d97c87 100644
--- a/apps/sim/lib/api/list-convention.test.ts
+++ b/apps/sim/lib/api/list-convention.test.ts
@@ -126,7 +126,7 @@ const CASES: ListCase[] = [
     sort: {
       sortBy: 'name',
       sortOrder: 'asc',
-      columns: [schemaMock.knowledgeBase.name, schemaMock.knowledgeBase.createdAt],
+      columns: [schemaMock.knowledgeBase.name, schemaMock.knowledgeBase.id],
     },
   },
   {
diff --git a/apps/sim/lib/api/list-keyset-paging.test.ts b/apps/sim/lib/api/list-keyset-paging.test.ts
new file mode 100644
index 00000000000..b22011f8769
--- /dev/null
+++ b/apps/sim/lib/api/list-keyset-paging.test.ts
@@ -0,0 +1,173 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  type CursorKey,
+  encodeKeyset,
+  type KeysetKey,
+  type ListSortOrder,
+} from '@/lib/api/list-query'
+import { cursorSortKey, decodeSortedCursor, encodeSortedCursor } from '@/app/api/v2/lib/response'
+
+/**
+ * Page-boundary correctness for the keyset every v2 cursor list shares.
+ *
+ * `keysetAfter` renders SQL, so it cannot be evaluated here. What *can* be
+ * evaluated — and is the part that actually decides whether a page boundary
+ * loses or repeats a row — is the algebra the SQL implements: rows are ordered
+ * by the key tuple, a page is the first `limit` of them, and the next page is
+ * every row whose tuple is strictly greater than the last emitted row's. This
+ * models exactly that, over the same `KeysetKey.encode` functions the real
+ * cursors are minted from.
+ *
+ * The dataset is deliberately degenerate — repeated names and a timestamp
+ * shared by four rows — because that is the only place the property can fail. A
+ * keyset whose trailing key is not unique cannot separate tied rows, so the
+ * "strictly after" step either skips them or serves them twice.
+ */
+
+interface Row {
+  id: string
+  name: string
+  createdAt: Date
+}
+
+/** A `KeysetKey` reduced to what this simulation needs: how to read its value. */
+type EncodeOnly = Pick<KeysetKey<Row>, 'encode'>
+
+const SHARED_INSTANT = new Date('2024-03-01T12:00:00.000Z')
+
+const ROWS: Row[] = [
+  { id: 'a', name: 'alpha', createdAt: SHARED_INSTANT },
+  { id: 'b', name: 'alpha', createdAt: SHARED_INSTANT },
+  { id: 'c', name: 'alpha', createdAt: SHARED_INSTANT },
+  { id: 'd', name: 'beta', createdAt: SHARED_INSTANT },
+  { id: 'e', name: 'beta', createdAt: new Date('2024-03-02T09:30:00.000Z') },
+  { id: 'f', name: 'gamma', createdAt: new Date('2024-03-03T00:00:00.000Z') },
+  { id: 'g', name: 'delta', createdAt: new Date('2024-03-04T18:45:00.000Z') },
+]
+
+const idKey: EncodeOnly = { encode: (row) => row.id }
+const nameKey: EncodeOnly = { encode: (row) => row.name }
+const createdAtKey: EncodeOnly = { encode: (row) => row.createdAt.toISOString() }
+
+/** The trailing `id` is what the production sorts add; the third omits it. */
+const SORTS = {
+  name: [nameKey, idKey],
+  createdAt: [createdAtKey, idKey],
+  /** Deliberately non-total — used only to prove this test can fail. */
+  nameWithoutTiebreaker: [nameKey],
+} satisfies Record<string, EncodeOnly[]>
+
+function compareKeys(a: CursorKey[], b: CursorKey[]): number {
+  for (const [i, left] of a.entries()) {
+    const right = b[i]
+    if (left < right) return -1
+    if (left > right) return 1
+  }
+  return 0
+}
+
+function ordered(rows: Row[], keys: EncodeOnly[], order: ListSortOrder): Row[] {
+  const direction = order === 'asc' ? 1 : -1
+  return [...rows].sort(
+    (a, b) =>
+      direction *
+      compareKeys(
+        encodeKeyset(keys as KeysetKey<Row>[], a),
+        encodeKeyset(keys as KeysetKey<Row>[], b)
+      )
+  )
+}
+
+/** One page: the first `limit` rows strictly after `cursorKeys` in sort order. */
+function page(
+  keys: EncodeOnly[],
+  order: ListSortOrder,
+  limit: number,
+  cursorKeys?: CursorKey[]
+): { data: Row[]; nextCursorKeys: CursorKey[] | null } {
+  const direction = order === 'asc' ? 1 : -1
+  const remaining = ordered(ROWS, keys, order).filter(
+    (row) =>
+      !cursorKeys ||
+      direction * compareKeys(encodeKeyset(keys as KeysetKey<Row>[], row), cursorKeys) > 0
+  )
+  const data = remaining.slice(0, limit)
+  const last = data.at(-1)
+  return {
+    data,
+    nextCursorKeys:
+      remaining.length > limit && last ? encodeKeyset(keys as KeysetKey<Row>[], last) : null,
+  }
+}
+
+/** Walks every page, capped so a cursor that fails to advance cannot hang the suite. */
+function walk(keys: EncodeOnly[], order: ListSortOrder, limit: number): Row[] {
+  const seen: Row[] = []
+  let cursorKeys: CursorKey[] | undefined
+  for (let guard = 0; guard <= ROWS.length + 1; guard++) {
+    const result = page(keys, order, limit, cursorKeys)
+    seen.push(...result.data)
+    if (result.nextCursorKeys === null) return seen
+    cursorKeys = result.nextCursorKeys
+  }
+  throw new Error('pagination did not terminate')
+}
+
+describe('v2 keyset page boundaries', () => {
+  const SORT_CASES = [
+    ['name', SORTS.name],
+    ['createdAt', SORTS.createdAt],
+  ] as const
+  const ORDERS: ListSortOrder[] = ['asc', 'desc']
+
+  for (const [sortName, keys] of SORT_CASES) {
+    for (const order of ORDERS) {
+      for (const limit of [1, 2, 3, ROWS.length]) {
+        it(`emits every row exactly once paging ${sortName} ${order} at limit ${limit}`, () => {
+          const seen = walk(keys, order, limit)
+
+          expect(seen).toHaveLength(ROWS.length)
+          expect(new Set(seen.map((row) => row.id)).size).toBe(ROWS.length)
+          expect(seen.map((row) => row.id)).toEqual(ordered(ROWS, keys, order).map((row) => row.id))
+        })
+      }
+    }
+  }
+
+  it('reports a null nextCursor on the final page and not before', () => {
+    expect(page(SORTS.name, 'asc', 3).nextCursorKeys).not.toBeNull()
+
+    const lastPage = page(SORTS.name, 'asc', 3, page(SORTS.name, 'asc', 3).nextCursorKeys ?? [])
+    expect(lastPage.nextCursorKeys).not.toBeNull()
+
+    expect(page(SORTS.name, 'asc', ROWS.length).nextCursorKeys).toBeNull()
+  })
+
+  /**
+   * Proves the harness above is capable of failing. Without a unique trailing
+   * key the three rows sharing `name: 'alpha'` cannot be separated, so resuming
+   * "strictly after alpha" drops the other two.
+   */
+  it('loses rows when the keyset has no unique trailing key', () => {
+    const seen = walk(SORTS.nameWithoutTiebreaker, 'asc', 1)
+
+    expect(seen.length).toBeLessThan(ROWS.length)
+  })
+
+  it('round-trips a cursor only under the sort that minted it', () => {
+    const keys = encodeKeyset(SORTS.name as KeysetKey<Row>[], ROWS[0])
+    const cursor = encodeSortedCursor(cursorSortKey('name', 'asc'), keys)
+
+    expect(decodeSortedCursor(cursor, cursorSortKey('name', 'asc'))).toEqual({
+      status: 'ok',
+      keys,
+    })
+    expect(decodeSortedCursor(cursor, cursorSortKey('name', 'desc'))).toEqual({ status: 'invalid' })
+    expect(decodeSortedCursor(cursor, cursorSortKey('createdAt', 'asc'))).toEqual({
+      status: 'invalid',
+    })
+  })
+})
diff --git a/apps/sim/lib/api/list-query.test.ts b/apps/sim/lib/api/list-query.test.ts
index 4da992aa2f4..51dedd00025 100644
--- a/apps/sim/lib/api/list-query.test.ts
+++ b/apps/sim/lib/api/list-query.test.ts
@@ -105,13 +105,24 @@ describe('timestampKey', () => {
     )
   })
 
-  it('truncates the bound cursor value to match, binding it through the column encoder', () => {
+  it('casts the bound cursor value so date_trunc has a resolvable overload', () => {
     const { sql: text, params } = render(createdKey.bind('2024-01-01T00:00:00.123Z')!)
 
-    expect(text).toBe(`date_trunc('milliseconds', $1)`)
+    expect(text).toBe(`date_trunc('milliseconds', cast($1 as timestamp))`)
     expect(params).toEqual(['2024-01-01T00:00:00.123Z'])
   })
 
+  it('takes the cast from the column, so a timestamptz column keeps its offset', () => {
+    const zoned = pgTable('zoned', {
+      at: timestamp('at', { withTimezone: true }).notNull(),
+    })
+    const zonedKey = timestampKey<{ at: Date }>(zoned.at, (r) => r.at)
+
+    expect(render(zonedKey.bind('2024-01-01T00:00:00.123Z')!).sql).toBe(
+      `date_trunc('milliseconds', cast($1 as timestamp with time zone))`
+    )
+  })
+
   it('rejects a cursor value that is not a parseable timestamp', () => {
     expect(createdKey.bind('not-a-date')).toBeNull()
     expect(createdKey.bind(1700000000000)).toBeNull()
@@ -173,13 +184,29 @@ describe('keysetAfter', () => {
     )
 
     expect(text).toBe(
-      `(date_trunc('milliseconds', "thing"."created_at") > date_trunc('milliseconds', $1) or ` +
-        `(date_trunc('milliseconds', "thing"."created_at") = date_trunc('milliseconds', $2) and ` +
+      `(date_trunc('milliseconds', "thing"."created_at") > date_trunc('milliseconds', cast($1 as timestamp)) or ` +
+        `(date_trunc('milliseconds', "thing"."created_at") = date_trunc('milliseconds', cast($2 as timestamp)) and ` +
         `"thing"."id" > $3))`
     )
     expect(params).toEqual(['2024-01-01T00:00:00.123Z', '2024-01-01T00:00:00.123Z', 'file-7'])
   })
 
+  /**
+   * Pins the class, not the instance: `date_trunc` is today's only wrapping, so
+   * what this catches is a future key that wraps its bound value untyped.
+   */
+  it('leaves no bound value bare inside a function call', () => {
+    const { sql: text } = render(
+      keysetAfter(
+        [numberKey<Row>(thing.size, () => 0), createdKey, idKey],
+        [7, '2024-01-01T00:00:00.123Z', 'file-7'],
+        'asc'
+      )!
+    )
+
+    expect(text).not.toMatch(/[a-z_]+\((?:[^()]*,)?\s*\$\d+\s*\)/i)
+  })
+
   /** A caller controls the cursor's contents, so a bad value is a 400, not a 500 from SQL. */
   it('refuses a cursor carrying a value its key cannot hold', () => {
     expect(keysetAfter([createdKey, idKey], ['not-a-date', 'file-7'], 'asc')).toBeNull()
diff --git a/apps/sim/lib/api/list-query.ts b/apps/sim/lib/api/list-query.ts
index 6607ecde36a..e45560a78fc 100644
--- a/apps/sim/lib/api/list-query.ts
+++ b/apps/sim/lib/api/list-query.ts
@@ -12,6 +12,7 @@ import {
   type SQLWrapper,
   sql,
 } from 'drizzle-orm'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 
 export const LIST_SORT_ORDERS = ['asc', 'desc'] as const
 export type ListSortOrder = (typeof LIST_SORT_ORDERS)[number]
@@ -108,6 +109,15 @@ export function numberKey<Row>(column: SQLWrapper, read: (row: Row) => number):
  * `date_trunc` rules out an index-ordered scan, but none of the timestamp
  * columns sorted here are indexed, so it costs nothing today. Adding an index
  * to serve one of these sorts means indexing this same expression.
+ *
+ * The column serializes the `Date` (drizzle's own timestamp encoder) and also
+ * supplies the cast. A bare placeholder arrives as `unknown` and `date_trunc` is
+ * overloaded (`timestamp`, `timestamptz`, `interval`), so it resolves to no
+ * overload and 500s on page two — this is the only key whose placeholder sits
+ * inside a function rather than against a typed column. Taking the type from the
+ * column rather than a literal keeps a `timestamptz` correct, and reading it
+ * inside `bind` keeps the module-scope sort maps from touching the column at
+ * import time.
  */
 export function timestampKey<Row>(column: Column, read: (row: Row) => Date): KeysetKey<Row> {
   return {
@@ -117,8 +127,7 @@ export function timestampKey<Row>(column: Column, read: (row: Row) => Date): Key
       if (typeof value !== 'string') return null
       const date = new Date(value)
       if (Number.isNaN(date.getTime())) return null
-      // Bound through the column so drizzle's own timestamp encoder serializes it.
-      return sql`date_trunc('milliseconds', ${sql.param(date, column)})`
+      return sql`date_trunc('milliseconds', cast(${sql.param(date, column)} as ${sql.raw(column.getSQLType())}))`
     },
   }
 }
@@ -147,6 +156,56 @@ export function encodeKeyset<Row>(keys: readonly KeysetKey<Row>[], row: Row): Cu
   return keys.map((key) => key.encode(row))
 }
 
+/**
+ * The `WHERE` fragment that resumes a page, or `undefined` for page one.
+ *
+ * Wraps {@link keysetAfter}'s `null` — a cursor that does not fit this sort — in
+ * the canonical validation failure, so every keyset list renders a bad cursor as
+ * the same 400 instead of each deciding for itself. A cursor is caller-supplied,
+ * so the one outcome that must never happen is it reaching the query and
+ * surfacing as a 500.
+ */
+export function resumeKeyset<Row>(
+  keys: readonly KeysetKey<Row>[],
+  cursorKeys: CursorKey[] | undefined,
+  order: ListSortOrder
+): SQL | undefined {
+  if (!cursorKeys) return undefined
+  const after = keysetAfter(keys, cursorKeys, order)
+  if (after === null) throw new OrchestrationError('validation', INVALID_CURSOR_MESSAGE)
+  return after
+}
+
+/** One page of a keyset list, plus the keys that resume it. */
+export interface KeysetPage<Row> {
+  data: Row[]
+  nextCursorKeys: CursorKey[] | null
+}
+
+/**
+ * Cuts an over-fetched row set down to the requested page.
+ *
+ * Pair with `.limit(limit + 1)`: the extra row is how "is there a next page"
+ * is answered without a second count query. Writing the `rows.length > limit`
+ * comparison out per resource is how an off-by-one becomes a page that repeats
+ * its last row, so it lives here once.
+ *
+ * `limit` is optional because several of these readers are also called by
+ * unpaged internal surfaces that want the whole set; an absent `limit` means no
+ * `LIMIT` clause was applied, and such a read can never carry a cursor.
+ */
+export function keysetPage<Row>(
+  keys: readonly KeysetKey<Row>[],
+  rows: Row[],
+  limit: number | undefined
+): KeysetPage<Row> {
+  if (limit === undefined) return { data: rows, nextCursorKeys: null }
+  const hasMore = rows.length > limit
+  const data = rows.slice(0, limit)
+  const last = data.at(-1)
+  return { data, nextCursorKeys: hasMore && last ? encodeKeyset(keys, last) : null }
+}
+
 /**
  * The `WHERE` half of the keyset: strictly after `values` in the requested
  * direction, expanded lexicographically so ties on a leading key fall through
diff --git a/apps/sim/lib/api/offset-cursor-scope.test.ts b/apps/sim/lib/api/offset-cursor-scope.test.ts
new file mode 100644
index 00000000000..b81cfb1dffe
--- /dev/null
+++ b/apps/sim/lib/api/offset-cursor-scope.test.ts
@@ -0,0 +1,80 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  decodeOffsetCursor,
+  encodeOffsetCursor,
+  offsetCursorScope,
+} from '@/app/api/v2/lib/response'
+
+/**
+ * An offset names a position in one exact sequence. Replay it against a
+ * differently filtered or sorted sequence and it names a different row —
+ * silently skipping rows, repeating them, or landing past the end and returning
+ * an empty page while `nextCursor` implied more.
+ *
+ * The keyset cursor has always been protected from this by its sort stamp
+ * (`decodeSortedCursor`). These assertions hold the offset cursor — used by
+ * `GET /skills` and `GET /knowledge/{id}/documents` — to the same rule.
+ */
+describe('offset cursor scope', () => {
+  const base = { workspaceId: 'ws-1', search: undefined, sortBy: 'name', sortOrder: 'asc' }
+
+  it('resumes a cursor replayed under the same query state', () => {
+    const scope = offsetCursorScope(base)
+    expect(decodeOffsetCursor(encodeOffsetCursor(scope, 40), scope)).toBe(40)
+  })
+
+  it('rejects a cursor replayed under a different sort', () => {
+    const cursor = encodeOffsetCursor(offsetCursorScope(base), 40)
+
+    expect(() =>
+      decodeOffsetCursor(cursor, offsetCursorScope({ ...base, sortBy: 'createdAt' }))
+    ).toThrow(/does not match the requested/)
+    expect(() =>
+      decodeOffsetCursor(cursor, offsetCursorScope({ ...base, sortOrder: 'desc' }))
+    ).toThrow(/does not match the requested/)
+  })
+
+  it('rejects a cursor replayed under a different filter', () => {
+    const cursor = encodeOffsetCursor(offsetCursorScope(base), 40)
+
+    expect(() =>
+      decodeOffsetCursor(cursor, offsetCursorScope({ ...base, search: 'deploy' }))
+    ).toThrow(/does not match the requested/)
+    expect(() =>
+      decodeOffsetCursor(cursor, offsetCursorScope({ ...base, workspaceId: 'ws-2' }))
+    ).toThrow(/does not match the requested/)
+  })
+
+  it('treats an absent cursor as page one', () => {
+    expect(decodeOffsetCursor(undefined, offsetCursorScope(base))).toBe(0)
+  })
+
+  it('rejects a cursor that is not valid base64-JSON', () => {
+    expect(() => decodeOffsetCursor('not-a-cursor', offsetCursorScope(base))).toThrow()
+  })
+
+  it('rejects an offset that is not a non-negative integer', () => {
+    const scope = offsetCursorScope(base)
+    expect(() => decodeOffsetCursor(encodeOffsetCursor(scope, -1), scope)).toThrow('Invalid cursor')
+    expect(() => decodeOffsetCursor(encodeOffsetCursor(scope, 1.5), scope)).toThrow(
+      'Invalid cursor'
+    )
+  })
+
+  /**
+   * `limit` selects how much of the sequence to return, not what the sequence
+   * is, so paging with a different page size must keep working.
+   */
+  it('is unaffected by the page size', () => {
+    expect(offsetCursorScope({ ...base, sortBy: 'name' })).toBe(offsetCursorScope(base))
+  })
+
+  it('does not depend on the order the parts are written', () => {
+    expect(offsetCursorScope({ sortBy: 'name', workspaceId: 'ws-1', sortOrder: 'asc' })).toBe(
+      offsetCursorScope({ sortOrder: 'asc', workspaceId: 'ws-1', sortBy: 'name' })
+    )
+  })
+})
diff --git a/apps/sim/lib/api/server/routes/definition.test.ts b/apps/sim/lib/api/server/routes/definition.test.ts
index dce09b578d0..046c903c74a 100644
--- a/apps/sim/lib/api/server/routes/definition.test.ts
+++ b/apps/sim/lib/api/server/routes/definition.test.ts
@@ -6,6 +6,7 @@ import { describe, expect, it } from 'vitest'
 import { z } from 'zod'
 import { defineRouteContract } from '@/lib/api/contracts'
 import {
+  methodMatchesContract,
   requireBinaryRouteDefinition,
   requireJsonRouteDefinition,
 } from '@/lib/api/server/routes/definition'
@@ -112,3 +113,26 @@ describe('declarative route definition invariants', () => {
     ).toThrow('does not match')
   })
 })
+
+describe('methodMatchesContract', () => {
+  it.each(['GET', 'POST', 'PUT', 'PATCH', 'DELETE'] as const)(
+    'accepts %s against its own contract',
+    (method) => {
+      expect(methodMatchesContract(method, method)).toBe(true)
+    }
+  )
+
+  it('accepts HEAD against a GET contract, which is how Next serves it', () => {
+    expect(methodMatchesContract('HEAD', 'GET')).toBe(true)
+  })
+
+  it.each([
+    ['HEAD', 'POST'],
+    ['HEAD', 'DELETE'],
+    ['POST', 'GET'],
+    ['GET', 'DELETE'],
+    ['PATCH', 'PUT'],
+  ] as const)('rejects %s against a %s contract', (requestMethod, contractMethod) => {
+    expect(methodMatchesContract(requestMethod, contractMethod)).toBe(false)
+  })
+})
diff --git a/apps/sim/lib/api/server/routes/definition.ts b/apps/sim/lib/api/server/routes/definition.ts
index 9a08a13128a..248eb1b8557 100644
--- a/apps/sim/lib/api/server/routes/definition.ts
+++ b/apps/sim/lib/api/server/routes/definition.ts
@@ -64,3 +64,25 @@ export function requireBinaryRouteDefinition(
   }
   return { successStatus, successStatuses: [successStatus] }
 }
+
+/**
+ * Whether an incoming request's method is the one its contract declares.
+ *
+ * `HEAD` satisfies a `GET` contract because Next aliases a missing `HEAD`
+ * export straight to the `GET` handler
+ * (`auto-implement-methods.ts`: `methods.HEAD = handlers.GET`) and then drops
+ * the body when sending (`send-response.ts` skips the stream when
+ * `req.method === 'HEAD'`). So the handler legitimately runs with
+ * `request.method === 'HEAD'` against a `GET` contract, and rejecting that made
+ * every v2 read answer 500 to a plain `HEAD` — the request health checkers,
+ * uptime monitors, and link checkers send. RFC 9110 §9.3.2 makes HEAD identical
+ * to GET but for the body, which is exactly what running the GET path and
+ * letting the framework strip the body produces.
+ *
+ * Everything else stays a hard error: a handler exported under the wrong verb is
+ * a wiring mistake that should fail loudly rather than serve the wrong contract.
+ */
+export function methodMatchesContract(requestMethod: string, contractMethod: string): boolean {
+  if (requestMethod === contractMethod) return true
+  return requestMethod === 'HEAD' && contractMethod === 'GET'
+}
diff --git a/apps/sim/lib/api/server/routes/index.ts b/apps/sim/lib/api/server/routes/index.ts
index 9c72405f0b9..904f8cd1731 100644
--- a/apps/sim/lib/api/server/routes/index.ts
+++ b/apps/sim/lib/api/server/routes/index.ts
@@ -23,6 +23,7 @@ export {
   admitOptionalV2Request,
   admitV2Request,
   defineV2JsonRoute,
+  V2_PARSE_DEFAULTS,
   type V2ErrorPolicy,
   V2RouteInfrastructureError,
   v2ApiKeyAuth,
diff --git a/apps/sim/lib/api/server/routes/internal-binary-route.ts b/apps/sim/lib/api/server/routes/internal-binary-route.ts
index 58ec51ec4f1..385b21ebc45 100644
--- a/apps/sim/lib/api/server/routes/internal-binary-route.ts
+++ b/apps/sim/lib/api/server/routes/internal-binary-route.ts
@@ -1,7 +1,10 @@
 import type { Principal, SessionPrincipal } from '@sim/auth/principal'
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
-import { requireBinaryRouteDefinition } from '@/lib/api/server/routes/definition'
+import {
+  methodMatchesContract,
+  requireBinaryRouteDefinition,
+} from '@/lib/api/server/routes/definition'
 import {
   type InternalErrorPolicy,
   InternalUnauthenticatedError,
@@ -72,7 +75,7 @@ export function defineInternalBinaryRoute<
 
   const wrapped = withRouteHandler<JsonRouteContext | undefined>(
     async (request, context) => {
-      if (request.method !== options.contract.method) {
+      if (!methodMatchesContract(request.method, options.contract.method)) {
         throw new Error(
           `Route received ${request.method} for ${options.contract.method} contract ${options.contract.path}`
         )
diff --git a/apps/sim/lib/api/server/routes/internal-json-route.ts b/apps/sim/lib/api/server/routes/internal-json-route.ts
index 70d6bb0601c..bc0af861a23 100644
--- a/apps/sim/lib/api/server/routes/internal-json-route.ts
+++ b/apps/sim/lib/api/server/routes/internal-json-route.ts
@@ -7,7 +7,10 @@ import type {
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import type { ContractJsonResponse } from '@/lib/api/contracts'
-import { requireJsonRouteDefinition } from '@/lib/api/server/routes/definition'
+import {
+  methodMatchesContract,
+  requireJsonRouteDefinition,
+} from '@/lib/api/server/routes/definition'
 import { responseWithRequestId, withRequestId } from '@/lib/api/server/routes/request-id'
 import type {
   JsonApiRouteContract,
@@ -292,7 +295,7 @@ export function defineInternalJsonRoute<
 
   const wrapped = withRouteHandler<JsonRouteContext | undefined>(
     async (request, context) => {
-      if (request.method !== options.contract.method) {
+      if (!methodMatchesContract(request.method, options.contract.method)) {
         throw new Error(
           `Route received ${request.method} for ${options.contract.method} contract ${options.contract.path}`
         )
diff --git a/apps/sim/lib/api/server/routes/resource-concealment.test.ts b/apps/sim/lib/api/server/routes/resource-concealment.test.ts
index b9abb7e2db5..54670f57b5c 100644
--- a/apps/sim/lib/api/server/routes/resource-concealment.test.ts
+++ b/apps/sim/lib/api/server/routes/resource-concealment.test.ts
@@ -97,6 +97,7 @@ describe.each(policies)('$domain resource concealment', ({ policy, notFoundMessa
       error: {
         code: 'FORBIDDEN',
         message: 'Personal API keys are not allowed for this workspace',
+        details: { code: 'PERSONAL_API_KEYS_DISABLED' },
       },
     })
   })
@@ -105,17 +106,48 @@ describe.each(policies)('$domain resource concealment', ({ policy, notFoundMessa
     const response = policy.render(new InsufficientWorkspacePermissionsError())
     expect(response?.status).toBe(403)
     await expect(response?.json()).resolves.toEqual({
-      error: { code: 'FORBIDDEN', message: 'Insufficient workspace permissions' },
+      error: {
+        code: 'FORBIDDEN',
+        message: 'Insufficient workspace permissions',
+        details: { code: 'INSUFFICIENT_WORKSPACE_ROLE' },
+      },
     })
   })
 
+  /**
+   * The two denials above share one status and, for the role case, the exact
+   * message a caller with no access at all would see. `details.code` is the
+   * only thing that separates "raise this member's role" from "this workspace
+   * refuses personal keys", so it is asserted rather than matched loosely.
+   */
   it.each([
-    new WorkspaceApiKeyAuthorizationError(),
-    new PrincipalKindAuthorizationError('workspace_api_key', 'resources.read'),
-  ])('preserves same-workspace principal policy denial as forbidden: %s', async (error) => {
-    const response = policy.render(error)
+    [new WorkspaceApiKeyAuthorizationError(), 'WORKSPACE_KEY_OPERATION_NOT_PERMITTED'],
+    [
+      new PrincipalKindAuthorizationError('workspace_api_key', 'resources.read'),
+      'PRINCIPAL_KIND_NOT_PERMITTED',
+    ],
+  ])(
+    'preserves same-workspace principal policy denial as forbidden with its cause: %s',
+    async (error, detailCode) => {
+      const response = policy.render(error)
+      expect(response?.status).toBe(403)
+      await expect(response?.json()).resolves.toMatchObject({
+        error: { code: 'FORBIDDEN', details: { code: detailCode } },
+      })
+    }
+  )
+
+  /**
+   * A cross-tenant refusal is concealed as 404, so it never reaches this
+   * branch — and it carries no `details.code` for the same reason, which is
+   * what stops the concealed case from being distinguishable if it ever did.
+   */
+  it('leaves a forbidden failure with no named cause without a details code', async () => {
+    const response = policy.render(new OrchestrationError('forbidden', 'Nope'))
     expect(response?.status).toBe(403)
-    await expect(response?.json()).resolves.toMatchObject({ error: { code: 'FORBIDDEN' } })
+    await expect(response?.json()).resolves.toEqual({
+      error: { code: 'FORBIDDEN', message: 'Nope' },
+    })
   })
 
   it('does not classify generic forbidden errors by message', async () => {
diff --git a/apps/sim/lib/api/server/routes/v2-binary-route.ts b/apps/sim/lib/api/server/routes/v2-binary-route.ts
index 67cc35af1f6..6709d65e48d 100644
--- a/apps/sim/lib/api/server/routes/v2-binary-route.ts
+++ b/apps/sim/lib/api/server/routes/v2-binary-route.ts
@@ -1,5 +1,8 @@
 import type { NextRequest } from 'next/server'
-import { requireBinaryRouteDefinition } from '@/lib/api/server/routes/definition'
+import {
+  methodMatchesContract,
+  requireBinaryRouteDefinition,
+} from '@/lib/api/server/routes/definition'
 import type {
   BinaryApiRouteContract,
   BinaryRouteDefinition,
@@ -8,11 +11,11 @@ import type {
 } from '@/lib/api/server/routes/types'
 import {
   admitV2Request,
+  V2_PARSE_DEFAULTS,
   type V2ErrorPolicy,
   type V2RateLimitPolicy,
   V2RouteInfrastructureError,
   type v2ApiKeyAuth,
-  v2PayloadTooLargeResponse,
 } from '@/lib/api/server/routes/v2-json-route'
 import { parseRequest } from '@/lib/api/server/validation'
 import type { ApplicationOperation } from '@/lib/core/application'
@@ -44,7 +47,7 @@ export function defineV2BinaryRoute<
 
   const wrapped = withRouteHandler<JsonRouteContext | undefined>(
     async (request: NextRequest, context) => {
-      if (request.method !== options.contract.method) {
+      if (!methodMatchesContract(request.method, options.contract.method)) {
         throw new Error(
           `Route received ${request.method} for ${options.contract.method} contract ${options.contract.path}`
         )
@@ -59,7 +62,7 @@ export function defineV2BinaryRoute<
       if (!admission.success) return admission.response
 
       const parsed = await parseRequest(options.contract, request, context ?? {}, {
-        payloadTooLargeResponse: v2PayloadTooLargeResponse,
+        ...V2_PARSE_DEFAULTS,
         validationErrorResponse: v2ValidationError,
       })
       if (!parsed.success) return parsed.response
diff --git a/apps/sim/lib/api/server/routes/v2-body-lifecycle-route.ts b/apps/sim/lib/api/server/routes/v2-body-lifecycle-route.ts
index a6c415ec493..b8c8e84466c 100644
--- a/apps/sim/lib/api/server/routes/v2-body-lifecycle-route.ts
+++ b/apps/sim/lib/api/server/routes/v2-body-lifecycle-route.ts
@@ -1,7 +1,10 @@
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import type { ContractJsonResponse } from '@/lib/api/contracts'
-import { requireJsonRouteDefinition } from '@/lib/api/server/routes/definition'
+import {
+  methodMatchesContract,
+  requireJsonRouteDefinition,
+} from '@/lib/api/server/routes/definition'
 import type {
   JsonApiRouteContract,
   JsonNextRouteHandler,
@@ -9,11 +12,11 @@ import type {
 } from '@/lib/api/server/routes/types'
 import {
   admitV2Request,
+  V2_PARSE_DEFAULTS,
   type V2ErrorPolicy,
   type V2RateLimitPolicy,
   V2RouteInfrastructureError,
   type v2ApiKeyAuth,
-  v2PayloadTooLargeResponse,
 } from '@/lib/api/server/routes/v2-json-route'
 import {
   type ParsedRequest,
@@ -114,7 +117,7 @@ export function defineV2BodyLifecycleRoute<
 
   const wrapped = withRouteHandler<JsonRouteContext | undefined>(
     async (request, context) => {
-      if (request.method !== options.contract.method) {
+      if (!methodMatchesContract(request.method, options.contract.method)) {
         throw new Error(
           `Route received ${request.method} for ${options.contract.method} contract ${options.contract.path}`
         )
@@ -129,7 +132,7 @@ export function defineV2BodyLifecycleRoute<
       if (!routeAdmission.success) return routeAdmission.response
 
       const parsed = await parseRequest(options.contract, request, context ?? {}, {
-        payloadTooLargeResponse: v2PayloadTooLargeResponse,
+        ...V2_PARSE_DEFAULTS,
         ...options.parseOptions,
         validationErrorResponse: v2ValidationError,
       })
diff --git a/apps/sim/lib/api/server/routes/v2-error-envelope.test.ts b/apps/sim/lib/api/server/routes/v2-error-envelope.test.ts
new file mode 100644
index 00000000000..ceab810f8b5
--- /dev/null
+++ b/apps/sim/lib/api/server/routes/v2-error-envelope.test.ts
@@ -0,0 +1,38 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { v2InvalidJsonResponse } from '@/lib/api/server/routes/v2-json-route'
+
+/**
+ * v2 promises exactly one failure shape — `{ error: { code, message } }` — and a
+ * client written against it reads `error.code`. That promise held for validation
+ * errors and broke for transport-level ones: a malformed or absent JSON body
+ * fell through to `parseRequest`'s framework default, a bare
+ * `{ "error": "Request body must be valid JSON" }` string, so `error.code` was
+ * `undefined` exactly when the request was malformed.
+ *
+ * The fix made the envelope a builder default rather than a per-route opt-in
+ * that only 8 of 77 routes remembered, so this asserts the default itself.
+ */
+describe('v2 malformed-body envelope', () => {
+  it('renders the canonical error envelope, not a bare string', async () => {
+    const response = v2InvalidJsonResponse()
+
+    expect(response.status).toBe(400)
+    expect(response.headers.get('content-type')).toContain('application/json')
+    expect(await response.json()).toEqual({
+      error: { code: 'BAD_REQUEST', message: 'Request body must be valid JSON' },
+    })
+  })
+
+  it('keeps the body out of shared caches like every other v2 response', () => {
+    expect(v2InvalidJsonResponse().headers.get('Cache-Control')).toBe('private, no-store')
+  })
+
+  it('exposes a machine-readable code, which the bare-string form could not', async () => {
+    const body = (await v2InvalidJsonResponse().json()) as { error: { code?: string } }
+    expect(typeof body.error).toBe('object')
+    expect(body.error.code).toBe('BAD_REQUEST')
+  })
+})
diff --git a/apps/sim/lib/api/server/routes/v2-json-route.ts b/apps/sim/lib/api/server/routes/v2-json-route.ts
index 20261375568..41f1e89b0f1 100644
--- a/apps/sim/lib/api/server/routes/v2-json-route.ts
+++ b/apps/sim/lib/api/server/routes/v2-json-route.ts
@@ -1,7 +1,10 @@
 import type { NextRequest } from 'next/server'
 import { NextResponse } from 'next/server'
 import { recordRateLimitSnapshot } from '@/lib/api/server/rate-limit-context'
-import { requireJsonRouteDefinition } from '@/lib/api/server/routes/definition'
+import {
+  methodMatchesContract,
+  requireJsonRouteDefinition,
+} from '@/lib/api/server/routes/definition'
 import type {
   JsonApiRouteContract,
   JsonNextRouteHandler,
@@ -22,6 +25,7 @@ import { v2ApiGateError } from '@/app/api/v2/lib/gate'
 import {
   v2CaughtOrchestrationError,
   v2Error,
+  v2HeadNoEffect,
   v2HttpError,
   v2RateLimitError,
   v2ValidationError,
@@ -111,6 +115,33 @@ export const v2RateLimits = {
 export const v2PayloadTooLargeResponse = () =>
   v2Error('PAYLOAD_TOO_LARGE', 'Request body is too large')
 
+/**
+ * Default `400` for a body that is absent or not valid JSON, for the same
+ * reason as {@link v2PayloadTooLargeResponse}: `parseRequest`'s fallback is a
+ * bare `{ "error": "Request body must be valid JSON" }` carrying no
+ * `error.code`, so a client reading `error.code` off every other v2 failure
+ * gets `undefined` exactly when its request was malformed.
+ *
+ * It is a default rather than a per-route opt-in because the opt-in *was* the
+ * bug: only 8 of the 77 v2 routes remembered to pass it, so the envelope held
+ * for validation errors and broke for transport-level ones. A route supplying
+ * its own `invalidJsonResponse` still wins.
+ */
+export const v2InvalidJsonResponse = () => v2Error('BAD_REQUEST', 'Request body must be valid JSON')
+
+/**
+ * The parse failures every v2 route renders the same way.
+ *
+ * The builders spread this, and so must the handful of raw `withRouteHandler`
+ * v2 routes that call `parseRequest` directly — they are exactly the routes a
+ * builder default cannot reach, and leaving them out is what kept the bare
+ * `{ "error": string }` body alive on two of the busiest v2 POSTs.
+ */
+export const V2_PARSE_DEFAULTS = {
+  payloadTooLargeResponse: v2PayloadTooLargeResponse,
+  invalidJsonResponse: v2InvalidJsonResponse,
+} as const
+
 export interface V2ErrorPolicy {
   render(error: unknown): NextResponse | null
 }
@@ -195,6 +226,15 @@ interface V2JsonRouteOptions<C extends JsonApiRouteContract, O extends Applicati
   auth: typeof v2ApiKeyAuth
   rateLimit: V2RateLimitPolicy
   errorPolicy: V2ErrorPolicy
+  /**
+   * Whether this route's `GET` is safe enough for Next's `HEAD`→`GET` aliasing
+   * to run it. Defaults to `true`, which is correct for a read.
+   *
+   * Set `false` when the `GET` opens an outbound connection or writes a row.
+   * Such a route still authenticates and rate-limits a `HEAD`, then answers a
+   * bodiless 200 without executing the use case — see {@link v2HeadNoEffect}.
+   */
+  headSafe?: boolean
   parseOptions?: Omit<ParseRequestOptions, 'validationErrorResponse'>
   beforeParse?(args: {
     request: NextRequest
@@ -223,7 +263,7 @@ export function defineV2JsonRoute<
 
   const wrapped = withRouteHandler<JsonRouteContext | undefined>(
     async (request, context) => {
-      if (request.method !== options.contract.method) {
+      if (!methodMatchesContract(request.method, options.contract.method)) {
         throw new Error(
           `Route received ${request.method} for ${options.contract.method} contract ${options.contract.path}`
         )
@@ -238,6 +278,10 @@ export function defineV2JsonRoute<
       if (!admission.success) return admission.response
       const { auth } = admission
 
+      if (request.method === 'HEAD' && options.headSafe === false) {
+        return v2HeadNoEffect()
+      }
+
       if (options.beforeParse) {
         const rawParams = context?.params ? await context.params : {}
         try {
@@ -250,7 +294,7 @@ export function defineV2JsonRoute<
       }
 
       const parsed = await parseRequest(options.contract, request, context ?? {}, {
-        payloadTooLargeResponse: v2PayloadTooLargeResponse,
+        ...V2_PARSE_DEFAULTS,
         ...options.parseOptions,
         validationErrorResponse: v2ValidationError,
       })
diff --git a/apps/sim/lib/audit-logs/application/audit-log-use-cases.test.ts b/apps/sim/lib/audit-logs/application/audit-log-use-cases.test.ts
index 60c4def062d..96b61c1b1d1 100644
--- a/apps/sim/lib/audit-logs/application/audit-log-use-cases.test.ts
+++ b/apps/sim/lib/audit-logs/application/audit-log-use-cases.test.ts
@@ -129,6 +129,30 @@ describe('audit-log application use cases', () => {
     expect(mocks.buildOrgScopeCondition).toHaveBeenCalled()
   })
 
+  /**
+   * The resolver distinguishes four refusals with four different remedies. They
+   * share a status and are indistinguishable to a client that cannot branch on
+   * prose, so each has to arrive with its own `detailCode`.
+   */
+  it.each([
+    ['ORGANIZATION_MEMBERSHIP_REQUIRED', 'Not a member of the requested organization'],
+    ['ORGANIZATION_ADMIN_REQUIRED', 'Organization admin or owner role required'],
+    ['ENTERPRISE_PLAN_REQUIRED', 'Active enterprise subscription required'],
+    ['AUDIT_LOGS_DISABLED', 'Audit logs are disabled.'],
+  ] as const)('carries the %s refusal cause through the use case', async (code, message) => {
+    mocks.resolveAccess.mockResolvedValueOnce({ success: false, status: 403, code, message })
+
+    await expect(
+      listAuditLogs.execute({ principal: sessionPrincipal, input: listInput })
+    ).rejects.toMatchObject({ code: 'forbidden', detailCode: code, message })
+  })
+
+  it('names the principal-kind refusal too', async () => {
+    await expect(
+      listAuditLogs.execute({ principal: workspacePrincipal, input: listInput })
+    ).rejects.toMatchObject({ code: 'forbidden', detailCode: 'PRINCIPAL_KIND_NOT_PERMITTED' })
+  })
+
   it('propagates organization-store failures', async () => {
     const failure = new Error('database unavailable')
     mocks.resolveAccess.mockRejectedValueOnce(failure)
diff --git a/apps/sim/lib/audit-logs/application/authorized-audit-log-use-case.ts b/apps/sim/lib/audit-logs/application/authorized-audit-log-use-case.ts
index 363816b7c83..781ab12cc8b 100644
--- a/apps/sim/lib/audit-logs/application/authorized-audit-log-use-case.ts
+++ b/apps/sim/lib/audit-logs/application/authorized-audit-log-use-case.ts
@@ -1,8 +1,7 @@
 import type { Principal } from '@sim/auth/principal'
 import type { AuditLogOperation, AuditLogPrincipal } from '@/lib/audit-logs/application/operations'
 import { resolveEnterpriseAuditAccess } from '@/lib/audit-logs/authorization'
-import type { OperationUseCase } from '@/lib/core/application'
-import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { ForbiddenOperationError, type OperationUseCase } from '@/lib/core/application'
 
 export interface AuthorizedAuditLogContext {
   organizationId: string
@@ -25,8 +24,8 @@ function requireAuditLogPrincipal(
   operation: AuditLogOperation
 ): asserts principal is AuditLogPrincipal {
   if (!operation.principalKinds.some((kind) => kind === principal.kind)) {
-    throw new OrchestrationError(
-      'forbidden',
+    throw new ForbiddenOperationError(
+      'PRINCIPAL_KIND_NOT_PERMITTED',
       `Principal kind ${principal.kind} cannot perform operation ${operation.id}`
     )
   }
@@ -48,7 +47,7 @@ export function defineAuthorizedAuditLogUseCase<const O extends AuditLogOperatio
         actorUserId,
         definition.organizationId(input)
       )
-      if (!access.success) throw new OrchestrationError('forbidden', access.message)
+      if (!access.success) throw new ForbiddenOperationError(access.code, access.message)
       return definition.execute({
         principal,
         input,
diff --git a/apps/sim/lib/audit-logs/authorization.ts b/apps/sim/lib/audit-logs/authorization.ts
index 518e9f0d3ff..562a57b1be1 100644
--- a/apps/sim/lib/audit-logs/authorization.ts
+++ b/apps/sim/lib/audit-logs/authorization.ts
@@ -4,6 +4,7 @@ import { createLogger } from '@sim/logger'
 import { and, eq, inArray } from 'drizzle-orm'
 import { isOrganizationBillingBlocked } from '@/lib/billing/core/access'
 import { USABLE_SUBSCRIPTION_STATUSES } from '@/lib/billing/subscriptions/utils'
+import type { ForbiddenDetailCode } from '@/lib/core/application'
 import { isAuditLogsEnabled, isBillingEnabled } from '@/lib/core/config/env-flags'
 
 const logger = createLogger('AuditLogAuthorization')
@@ -13,9 +14,15 @@ export interface EnterpriseAuditContext {
   orgMemberIds: string[]
 }
 
+/**
+ * A refusal names its cause as well as its wording. This resolver distinguishes
+ * four of them — not a member, not an admin, no enterprise plan, audit logging
+ * switched off — and each has a different remedy, so collapsing them into one
+ * status forced callers to match on the message text.
+ */
 export type EnterpriseAuditAccessResult =
   | { success: true; context: EnterpriseAuditContext }
-  | { success: false; status: 403; message: string }
+  | { success: false; status: 403; code: ForbiddenDetailCode; message: string }
 
 /** Resolves transport-neutral enterprise audit-log access for an organization administrator. */
 export async function resolveEnterpriseAuditAccess(
@@ -36,6 +43,7 @@ export async function resolveEnterpriseAuditAccess(
     return {
       success: false,
       status: 403,
+      code: 'ORGANIZATION_MEMBERSHIP_REQUIRED',
       message: targetOrganizationId
         ? 'Not a member of the requested organization'
         : 'Not a member of any organization',
@@ -43,18 +51,29 @@ export async function resolveEnterpriseAuditAccess(
   }
 
   if (membership.role !== 'admin' && membership.role !== 'owner') {
-    return { success: false, status: 403, message: 'Organization admin or owner role required' }
+    return {
+      success: false,
+      status: 403,
+      code: 'ORGANIZATION_ADMIN_REQUIRED',
+      message: 'Organization admin or owner role required',
+    }
   }
 
   if (isBillingEnabled) {
     const billingBlocked = await isOrganizationBillingBlocked(membership.organizationId)
     if (billingBlocked) {
-      return { success: false, status: 403, message: 'Active enterprise subscription required' }
+      return {
+        success: false,
+        status: 403,
+        code: 'ENTERPRISE_PLAN_REQUIRED',
+        message: 'Active enterprise subscription required',
+      }
     }
   } else if (!isAuditLogsEnabled) {
     return {
       success: false,
       status: 403,
+      code: 'AUDIT_LOGS_DISABLED',
       message:
         'Audit logs are disabled. Set ENTERPRISE_ENABLED or AUDIT_LOGS_ENABLED to enable them.',
     }
@@ -81,7 +100,12 @@ export async function resolveEnterpriseAuditAccess(
   ])
 
   if (isBillingEnabled && orgSub.length === 0) {
-    return { success: false, status: 403, message: 'Active enterprise subscription required' }
+    return {
+      success: false,
+      status: 403,
+      code: 'ENTERPRISE_PLAN_REQUIRED',
+      message: 'Active enterprise subscription required',
+    }
   }
 
   const orgMemberIds = orgMembers.map((organizationMember) => organizationMember.userId)
diff --git a/apps/sim/lib/auth/auth.ts b/apps/sim/lib/auth/auth.ts
index 50585c6403b..cdcbcd32903 100644
--- a/apps/sim/lib/auth/auth.ts
+++ b/apps/sim/lib/auth/auth.ts
@@ -38,6 +38,7 @@ import {
 } from '@/lib/auth/constants'
 import { getSessionCookieCacheVersion } from '@/lib/auth/security-policy'
 import { clampExpiryForSession } from '@/lib/auth/session-policy'
+import { getActiveOrganizationId } from '@/lib/auth/session-response'
 import { guardSubscriptionPlanWrites } from '@/lib/auth/stripe-adapter-guard'
 import { sendPlanWelcomeEmail } from '@/lib/billing'
 import {
@@ -45,6 +46,12 @@ import {
   authorizeSubscriptionReference,
   isPersonalCheckoutRequest,
 } from '@/lib/billing/authorization'
+import {
+  type CheckoutAdmissionClaim,
+  claimCheckoutAdmission,
+  releaseCheckoutAdmission,
+  resolveCheckoutReferenceId,
+} from '@/lib/billing/checkout-admission'
 import {
   getOrganizationIdForSubscriptionReference,
   syncSubscriptionPlan,
@@ -1001,20 +1008,46 @@ export const auth = betterAuth({
       /**
        * Personal checkout guard. The Stripe plugin's `authorizeReference`
        * only runs for organization references (it skips references equal to
-       * the session user), so duplicate-coverage enforcement for personal
-       * checkouts lives here: a member of an org with an entitled paid
-       * subscription must not buy a personal plan on top of it.
+       * the session user), so personal checkout admission lives here. It
+       * prevents both a duplicate checkout while Stripe payment is pending
+       * and a personal plan for someone already covered by an organization.
        */
       if (isBillingEnabled && ctx.path === '/subscription/upgrade') {
         const session = await getSessionFromCtx(ctx)
         const sessionUserId = session?.user?.id
-        if (sessionUserId && isPersonalCheckoutRequest(ctx.body ?? {}, sessionUserId)) {
-          await assertPersonalCheckoutAllowed(sessionUserId)
+        if (sessionUserId) {
+          const requestBody = ctx.body ?? {}
+          const referenceId = resolveCheckoutReferenceId(
+            requestBody,
+            sessionUserId,
+            getActiveOrganizationId(session)
+          )
+          if (referenceId) {
+            const checkoutAdmissionClaim = await claimCheckoutAdmission(referenceId)
+            try {
+              if (isPersonalCheckoutRequest(requestBody, sessionUserId)) {
+                await assertPersonalCheckoutAllowed(sessionUserId)
+              }
+            } catch (error) {
+              await releaseCheckoutAdmission(checkoutAdmissionClaim)
+              throw error
+            }
+            return { context: { billingCheckoutAdmissionClaim: checkoutAdmissionClaim } }
+          }
         }
       }
 
       return
     }),
+    after: createAuthMiddleware(async (ctx) => {
+      if (!isBillingEnabled || ctx.path !== '/subscription/upgrade') return
+      const checkoutContext = ctx as typeof ctx & {
+        billingCheckoutAdmissionClaim?: CheckoutAdmissionClaim
+      }
+      if (checkoutContext.billingCheckoutAdmissionClaim) {
+        await releaseCheckoutAdmission(checkoutContext.billingCheckoutAdmissionClaim)
+      }
+    }),
   },
   plugins: [
     ...(env.TURNSTILE_SECRET_KEY
diff --git a/apps/sim/lib/auth/stripe-adapter-guard.test.ts b/apps/sim/lib/auth/stripe-adapter-guard.test.ts
index 824921f0a71..fea713ff40c 100644
--- a/apps/sim/lib/auth/stripe-adapter-guard.test.ts
+++ b/apps/sim/lib/auth/stripe-adapter-guard.test.ts
@@ -22,7 +22,12 @@ function createBaseAdapter() {
 const asAdapter = (base: ReturnType<typeof createBaseAdapter>) =>
   guardSubscriptionPlanWrites(base as unknown as Parameters<typeof guardSubscriptionPlanWrites>[0])
 
-const ORG_ROW = { id: 'sub-1', referenceId: 'org-1', plan: 'team_6000' }
+const ORG_ROW = {
+  id: 'sub-1',
+  referenceId: 'org-1',
+  plan: 'team_6000',
+  stripeSubscriptionId: 'stripe-sub-1',
+}
 const WHERE = [{ field: 'id', value: 'sub-1' }]
 
 describe('guardSubscriptionPlanWrites', () => {
@@ -144,6 +149,87 @@ describe('guardSubscriptionPlanWrites', () => {
     expect(base.update).toHaveBeenCalled()
   })
 
+  it('blocks rebinding a personal subscription to a different Stripe subscription', async () => {
+    const base = createBaseAdapter()
+    const personalPro = {
+      id: 'personal-pro',
+      referenceId: 'user-1',
+      plan: 'pro',
+      stripeSubscriptionId: 'sub_personal_pro',
+    }
+    base.findOne.mockResolvedValueOnce(personalPro)
+
+    const guarded = asAdapter(base)
+    await expect(
+      guarded.update({
+        model: 'subscription',
+        where: [{ field: 'id', value: personalPro.id }] as never,
+        update: {
+          stripeSubscriptionId: 'sub_enterprise',
+          status: 'active',
+          periodEnd: new Date('2026-09-11T18:36:09Z'),
+          billingInterval: 'month',
+        },
+      })
+    ).rejects.toThrow(/already bound to Stripe subscription sub_personal_pro/)
+
+    expect(base.update).not.toHaveBeenCalled()
+  })
+
+  it('allows Stripe state updates when the subscription ID is unchanged', async () => {
+    const base = createBaseAdapter()
+    base.findOne.mockResolvedValueOnce({
+      id: 'personal-pro',
+      referenceId: 'user-1',
+      plan: 'pro',
+      stripeSubscriptionId: 'sub_personal_pro',
+    })
+
+    const guarded = asAdapter(base)
+    await guarded.update({
+      model: 'subscription',
+      where: WHERE as never,
+      update: {
+        stripeSubscriptionId: 'sub_personal_pro',
+        status: 'active',
+        cancelAtPeriodEnd: true,
+      },
+    })
+
+    expect(base.update).toHaveBeenCalledWith(
+      expect.objectContaining({
+        update: {
+          stripeSubscriptionId: 'sub_personal_pro',
+          status: 'active',
+          cancelAtPeriodEnd: true,
+        },
+      })
+    )
+  })
+
+  it('allows binding an unbound local subscription to Stripe', async () => {
+    const base = createBaseAdapter()
+    base.findOne.mockResolvedValueOnce({
+      id: 'new-subscription',
+      referenceId: 'user-1',
+      plan: 'pro',
+      stripeSubscriptionId: null,
+    })
+
+    const guarded = asAdapter(base)
+    await guarded.update({
+      model: 'subscription',
+      where: WHERE as never,
+      update: { stripeSubscriptionId: 'sub_new', status: 'incomplete' },
+    })
+
+    expect(base.update).toHaveBeenCalledWith(
+      expect.objectContaining({
+        update: { stripeSubscriptionId: 'sub_new', status: 'incomplete' },
+      })
+    )
+  })
+
   it('rejects creating an org-referenced subscription with a non-org plan', async () => {
     const base = createBaseAdapter()
     dbChainMockFns.limit.mockResolvedValueOnce([{ id: 'org-1' }])
diff --git a/apps/sim/lib/auth/stripe-adapter-guard.ts b/apps/sim/lib/auth/stripe-adapter-guard.ts
index 194af9cd6f3..13f20e4166c 100644
--- a/apps/sim/lib/auth/stripe-adapter-guard.ts
+++ b/apps/sim/lib/auth/stripe-adapter-guard.ts
@@ -17,11 +17,13 @@ type SubscriptionWriteSurface = Pick<
 /**
  * The Better Auth Stripe plugin persists webhook state through the raw
  * database adapter BEFORE invoking our subscription callbacks — including the
- * `plan` column resolved from the Stripe price. That makes the adapter the
- * only in-process seam that can enforce the billing invariant that
- * organization-referenced subscriptions hold Team/Enterprise plans: by the
- * time `syncSubscriptionPlan` runs in a callback, the plugin's write has
- * already landed.
+ * Stripe subscription ID and `plan` column resolved from the Stripe price.
+ * That makes the adapter the only in-process seam that can enforce two billing
+ * invariants before the write lands:
+ *
+ * - an existing subscription cannot be rebound to a different Stripe
+ *   subscription merely because both subscriptions share a customer;
+ * - organization-referenced subscriptions hold Team/Enterprise plans.
  *
  * Checkout admission blocks user-driven violations; this guard blocks the
  * remaining vector — an operator swapping an org subscription onto a personal
@@ -77,11 +79,31 @@ function guardWriteSurface<TAdapter extends SubscriptionWriteSurface>(
       return adapter.create(data)
     },
     update: async (data) => {
-      if (data.model === 'subscription' && hasNonOrgPlanWrite(data.update)) {
+      if (data.model === 'subscription' && needsSubscriptionRowInspection(data.update)) {
         const row = await adapter.findOne<SubscriptionRowSlice>({
           model: 'subscription',
           where: data.where,
         })
+
+        if (row && attemptsStripeSubscriptionRebind(row, data.update)) {
+          const rejectedStripeSubscriptionId = (data.update as { stripeSubscriptionId: string })
+            .stripeSubscriptionId
+          logger.error(
+            'Blocked rebinding an existing subscription to a different Stripe subscription',
+            {
+              subscriptionId: row.id,
+              referenceId: row.referenceId,
+              currentStripeSubscriptionId: row.stripeSubscriptionId,
+              rejectedStripeSubscriptionId,
+            }
+          )
+          throw new Error(
+            `Subscription ${row.id} is already bound to Stripe subscription ${row.stripeSubscriptionId}; refusing to bind ${rejectedStripeSubscriptionId}`
+          )
+        }
+
+        if (!hasNonOrgPlanWrite(data.update)) return adapter.update(data)
+
         const sanitized = await stripPlanWhenOrgReferenced(
           row ? [row] : [],
           data.update as Record<string, unknown>
@@ -110,6 +132,27 @@ interface SubscriptionRowSlice {
   id: string
   referenceId: string
   plan: string
+  stripeSubscriptionId: string | null
+}
+
+function needsSubscriptionRowInspection(update: unknown): boolean {
+  return hasStripeSubscriptionIdWrite(update) || hasNonOrgPlanWrite(update)
+}
+
+function hasStripeSubscriptionIdWrite(
+  update: unknown
+): update is { stripeSubscriptionId: unknown } {
+  return Boolean(update && typeof update === 'object' && 'stripeSubscriptionId' in update)
+}
+
+function attemptsStripeSubscriptionRebind(row: SubscriptionRowSlice, update: unknown): boolean {
+  if (!hasStripeSubscriptionIdWrite(update)) return false
+  const incomingStripeSubscriptionId = update.stripeSubscriptionId
+  return (
+    typeof row.stripeSubscriptionId === 'string' &&
+    typeof incomingStripeSubscriptionId === 'string' &&
+    incomingStripeSubscriptionId !== row.stripeSubscriptionId
+  )
 }
 
 function hasNonOrgPlanWrite(update: unknown): boolean {
diff --git a/apps/sim/lib/billing/authorization.test.ts b/apps/sim/lib/billing/authorization.test.ts
index e2843bd47a0..73eb71600c9 100644
--- a/apps/sim/lib/billing/authorization.test.ts
+++ b/apps/sim/lib/billing/authorization.test.ts
@@ -1,7 +1,7 @@
 /**
  * @vitest-environment node
  */
-import { resetDbChainMock } from '@sim/testing'
+import { dbChainMockFns, hasMockCondition, resetDbChainMock, schemaMock } from '@sim/testing'
 import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 
 const {
@@ -96,6 +96,20 @@ describe('authorizeSubscriptionReference', () => {
     expect(mockIsOwnerOrAdmin).toHaveBeenCalledWith('owner-1', 'org-1')
   })
 
+  it('blocks an organization checkout while its bound Stripe subscription is incomplete', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([
+      { id: 'subscription-1', stripeSubscriptionId: 'sub_pending' },
+    ])
+
+    await expect(
+      authorizeSubscriptionReference('owner-1', 'org-1', 'upgrade-subscription', 'team_6000')
+    ).rejects.toThrow(/subscription payment is still processing/)
+
+    expect(mockHasPaidSubscription).not.toHaveBeenCalled()
+    expect(mockAssertNoUnresolved).not.toHaveBeenCalled()
+    expect(mockIsOwnerOrAdmin).not.toHaveBeenCalled()
+  })
+
   it('rejects an organization checkout for a pro plan — org references only hold Team/Enterprise', async () => {
     await expect(
       authorizeSubscriptionReference('owner-1', 'org-1', 'upgrade-subscription', 'pro_6000')
@@ -148,6 +162,46 @@ describe('assertPersonalCheckoutAllowed', () => {
     await expect(assertPersonalCheckoutAllowed('user-1')).resolves.toBeUndefined()
   })
 
+  it('keeps abandoned, unbound checkout placeholders retryable', async () => {
+    await assertPersonalCheckoutAllowed('user-1')
+
+    const predicate = dbChainMockFns.where.mock.calls[0]?.[0]
+    expect(
+      hasMockCondition(
+        predicate,
+        (node) => node.type === 'eq' && node.left === schemaMock.subscription.referenceId
+      )
+    ).toBe(true)
+    expect(
+      hasMockCondition(
+        predicate,
+        (node) =>
+          node.type === 'eq' &&
+          node.left === schemaMock.subscription.status &&
+          node.right === 'incomplete'
+      )
+    ).toBe(true)
+    expect(
+      hasMockCondition(
+        predicate,
+        (node) =>
+          node.type === 'isNotNull' && node.column === schemaMock.subscription.stripeSubscriptionId
+      )
+    ).toBe(true)
+  })
+
+  it('blocks a personal checkout while its bound Stripe subscription is incomplete', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([
+      { id: 'subscription-1', stripeSubscriptionId: 'sub_pending' },
+    ])
+
+    await expect(assertPersonalCheckoutAllowed('user-1')).rejects.toThrow(
+      /subscription payment is still processing/
+    )
+
+    expect(mockGetOrganizationCoverageForMember).not.toHaveBeenCalled()
+  })
+
   it('rejects checkout when an organization subscription already covers the user', async () => {
     mockGetOrganizationCoverageForMember.mockResolvedValueOnce({
       status: 'covered',
diff --git a/apps/sim/lib/billing/authorization.ts b/apps/sim/lib/billing/authorization.ts
index b6edd341c26..0197b42ecfb 100644
--- a/apps/sim/lib/billing/authorization.ts
+++ b/apps/sim/lib/billing/authorization.ts
@@ -1,6 +1,8 @@
 import { db } from '@sim/db'
+import { subscription } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { APIError } from 'better-auth/api'
+import { and, eq, isNotNull } from 'drizzle-orm'
 import { hasPaidSubscription } from '@/lib/billing'
 import { isOrganizationOwnerOrAdmin } from '@/lib/billing/core/organization'
 import { getOrganizationCoverageForMember } from '@/lib/billing/core/subscription'
@@ -13,6 +15,44 @@ import { isOrgScopedSubscription } from '@/lib/billing/subscriptions/utils'
 
 const logger = createLogger('BillingAuthorization')
 
+/**
+ * Prevent a billing reference from starting a second Stripe Checkout while a
+ * previously completed Checkout still has a payment in flight.
+ *
+ * Better Auth intentionally reuses an unbound `incomplete` placeholder when a
+ * customer retries an abandoned Checkout. Once Stripe has bound that row to a
+ * subscription, however, reusing it would create another Stripe subscription
+ * and make later webhooks race to own the same local row.
+ */
+async function assertNoBoundIncompleteSubscription(referenceId: string): Promise<void> {
+  const [pendingSubscription] = await db
+    .select({
+      id: subscription.id,
+      stripeSubscriptionId: subscription.stripeSubscriptionId,
+    })
+    .from(subscription)
+    .where(
+      and(
+        eq(subscription.referenceId, referenceId),
+        eq(subscription.status, 'incomplete'),
+        isNotNull(subscription.stripeSubscriptionId)
+      )
+    )
+    .limit(1)
+
+  if (!pendingSubscription) return
+
+  logger.warn('Blocking checkout - Stripe subscription payment is still pending', {
+    referenceId,
+    subscriptionId: pendingSubscription.id,
+    stripeSubscriptionId: pendingSubscription.stripeSubscriptionId,
+  })
+  throw new APIError('CONFLICT', {
+    message:
+      'Your subscription payment is still processing. Wait for it to finish before starting another checkout. If this takes longer than expected, contact support.',
+  })
+}
+
 /**
  * Classify a `/subscription/upgrade` request as a personal checkout using
  * the same reference resolution as the Better Auth Stripe plugin
@@ -39,11 +79,9 @@ export function isPersonalCheckoutRequest(
 /**
  * Guard for personal (user-referenced) checkouts on `/subscription/upgrade`.
  *
- * A member of an organization with an entitled paid subscription is already
- * covered by that org — their usage pools to it and personal Pro
- * subscriptions are paused on join — so a personal checkout would bill the
- * same human twice. Throws {@link APIError} with a user-facing message; the
- * checkout UI surfaces it as-is.
+ * Blocks both a bound, incomplete Stripe subscription and a member already
+ * covered by an entitled organization subscription. Throws {@link APIError}
+ * with a user-facing message; the checkout UI surfaces it as-is.
  *
  * Called from the Better Auth `hooks.before` middleware, NOT from
  * `authorizeReference`: the Stripe plugin skips `authorizeReference`
@@ -54,6 +92,8 @@ export function isPersonalCheckoutRequest(
  * rejected rather than risking a duplicate subscription.
  */
 export async function assertPersonalCheckoutAllowed(userId: string): Promise<void> {
+  await assertNoBoundIncompleteSubscription(userId)
+
   const coverage = await getOrganizationCoverageForMember(userId)
 
   if (coverage.status === 'covered') {
@@ -90,6 +130,8 @@ export async function assertPersonalCheckoutAllowed(userId: string): Promise<voi
  * reason instead of a generic "Unauthorized":
  * - Organizations can only check out Team or Enterprise plans — a `pro_*`
  *   plan can never become org-referenced.
+ * - A bound, incomplete Stripe subscription must finish before another
+ *   checkout can start.
  * - Organizations cannot start a checkout while they already have an
  *   active subscription (prevents duplicates).
  * - Checkout is deferred while an Enterprise issuance is unresolved.
@@ -115,6 +157,10 @@ export async function authorizeSubscriptionReference(
     })
   }
 
+  if (action === 'upgrade-subscription') {
+    await assertNoBoundIncompleteSubscription(referenceId)
+  }
+
   if (action === 'upgrade-subscription' && (await hasPaidSubscription(referenceId))) {
     logger.warn('Blocking checkout - active subscription already exists for organization', {
       userId,
diff --git a/apps/sim/lib/billing/calculations/usage-reservation.ts b/apps/sim/lib/billing/calculations/usage-reservation.ts
index e4c4db5fd1a..aa7caf3311b 100644
--- a/apps/sim/lib/billing/calculations/usage-reservation.ts
+++ b/apps/sim/lib/billing/calculations/usage-reservation.ts
@@ -235,6 +235,8 @@ export class UsageReservationUnavailableError extends Error {
   readonly code = ADMISSION_ERROR_DESCRIPTOR.RESERVATION_INFRASTRUCTURE.code
   readonly statusCode = ADMISSION_ERROR_DESCRIPTOR.RESERVATION_INFRASTRUCTURE.statusCode
   readonly retryable = ADMISSION_ERROR_DESCRIPTOR.RESERVATION_INFRASTRUCTURE.retryable
+  readonly retryAfterSeconds =
+    ADMISSION_ERROR_DESCRIPTOR.RESERVATION_INFRASTRUCTURE.retryAfterSeconds
 
   constructor(message: string, cause?: unknown) {
     super(message)
diff --git a/apps/sim/lib/billing/checkout-admission.test.ts b/apps/sim/lib/billing/checkout-admission.test.ts
new file mode 100644
index 00000000000..f7ddbf2892e
--- /dev/null
+++ b/apps/sim/lib/billing/checkout-admission.test.ts
@@ -0,0 +1,109 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockAtomicallyClaim, mockRelease, mockIdempotencyService } = vi.hoisted(() => ({
+  mockAtomicallyClaim: vi.fn(),
+  mockRelease: vi.fn(),
+  mockIdempotencyService: vi.fn(),
+}))
+
+vi.mock('@/lib/core/idempotency/service', () => ({
+  IdempotencyService: class MockIdempotencyService {
+    constructor(options: unknown) {
+      mockIdempotencyService(options)
+    }
+
+    atomicallyClaim(...args: unknown[]) {
+      return mockAtomicallyClaim(...args)
+    }
+
+    release(...args: unknown[]) {
+      return mockRelease(...args)
+    }
+  },
+}))
+
+import {
+  claimCheckoutAdmission,
+  releaseCheckoutAdmission,
+  resolveCheckoutReferenceId,
+} from '@/lib/billing/checkout-admission'
+
+describe('checkout admission', () => {
+  beforeEach(() => {
+    mockAtomicallyClaim.mockReset()
+    mockRelease.mockReset()
+    mockRelease.mockResolvedValue(undefined)
+  })
+
+  it('uses durable, short-lived database claims', () => {
+    expect(mockIdempotencyService).toHaveBeenCalledWith({
+      namespace: 'billing-checkout-admission',
+      ttlSeconds: 120,
+      inProgressTtlSeconds: 120,
+      retryFailures: true,
+      storeResultBody: false,
+      forceStorage: 'database',
+    })
+  })
+
+  it('resolves explicit, organization, and personal references like Better Auth', () => {
+    expect(
+      resolveCheckoutReferenceId({ referenceId: 'org-explicit' }, 'user-1', 'org-active')
+    ).toBe('org-explicit')
+    expect(
+      resolveCheckoutReferenceId({ customerType: 'organization' }, 'user-1', 'org-active')
+    ).toBe('org-active')
+    expect(resolveCheckoutReferenceId({}, 'user-1', 'org-active')).toBe('user-1')
+  })
+
+  it('admits only one overlapping checkout for a billing reference', async () => {
+    mockAtomicallyClaim
+      .mockResolvedValueOnce({
+        claimed: true,
+        normalizedKey: 'billing-checkout-admission:stripe:org-1',
+        storageMethod: 'database',
+        claimToken: 'claim-1',
+      })
+      .mockResolvedValueOnce({
+        claimed: false,
+        normalizedKey: 'billing-checkout-admission:stripe:org-1',
+        storageMethod: 'database',
+        existingResult: { status: 'in-progress' },
+      })
+
+    const firstClaim = await claimCheckoutAdmission('org-1')
+    await expect(claimCheckoutAdmission('org-1')).rejects.toThrow(
+      /checkout is already being started/
+    )
+    expect(firstClaim.claimToken).toBe('claim-1')
+  })
+
+  it('releases only the claim owned by this request', async () => {
+    await releaseCheckoutAdmission({
+      normalizedKey: 'billing-checkout-admission:stripe:org-1',
+      storageMethod: 'database',
+      claimToken: 'claim-1',
+    })
+
+    expect(mockRelease).toHaveBeenCalledWith(
+      'billing-checkout-admission:stripe:org-1',
+      'database',
+      'claim-1'
+    )
+  })
+
+  it('does not replace a successful checkout response when release fails', async () => {
+    mockRelease.mockRejectedValueOnce(new Error('database unavailable'))
+
+    await expect(
+      releaseCheckoutAdmission({
+        normalizedKey: 'billing-checkout-admission:stripe:org-1',
+        storageMethod: 'database',
+        claimToken: 'claim-1',
+      })
+    ).resolves.toBeUndefined()
+  })
+})
diff --git a/apps/sim/lib/billing/checkout-admission.ts b/apps/sim/lib/billing/checkout-admission.ts
new file mode 100644
index 00000000000..dd1b41d43ef
--- /dev/null
+++ b/apps/sim/lib/billing/checkout-admission.ts
@@ -0,0 +1,86 @@
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { APIError } from 'better-auth/api'
+import { type AtomicClaimResult, IdempotencyService } from '@/lib/core/idempotency/service'
+
+const logger = createLogger('BillingCheckoutAdmission')
+
+const CHECKOUT_ADMISSION_LEASE_SECONDS = 2 * 60
+
+const checkoutAdmissionLeases = new IdempotencyService({
+  namespace: 'billing-checkout-admission',
+  ttlSeconds: CHECKOUT_ADMISSION_LEASE_SECONDS,
+  inProgressTtlSeconds: CHECKOUT_ADMISSION_LEASE_SECONDS,
+  retryFailures: true,
+  storeResultBody: false,
+  forceStorage: 'database',
+})
+
+export interface CheckoutAdmissionClaim {
+  normalizedKey: string
+  storageMethod: AtomicClaimResult['storageMethod']
+  claimToken: string
+}
+
+/**
+ * Resolves the billing reference using the same precedence as Better Auth's
+ * Stripe `referenceMiddleware`: an explicit reference wins, otherwise an
+ * organization checkout uses the active organization and a personal checkout
+ * uses the session user.
+ */
+export function resolveCheckoutReferenceId(
+  body: { referenceId?: unknown; customerType?: unknown },
+  sessionUserId: string,
+  activeOrganizationId: string | null
+): string | null {
+  if (body.referenceId) {
+    return typeof body.referenceId === 'string' ? body.referenceId : null
+  }
+  if (body.customerType === 'organization') return activeOrganizationId
+  return sessionUserId
+}
+
+/**
+ * Atomically reserves one in-flight checkout request per billing reference.
+ * The claim spans Better Auth's local-row preparation and Stripe Checkout
+ * creation, closing the window where two requests could both pass a read-only
+ * admission check before either one bound a subscription.
+ */
+export async function claimCheckoutAdmission(referenceId: string): Promise<CheckoutAdmissionClaim> {
+  const claim = await checkoutAdmissionLeases.atomicallyClaim('stripe', referenceId)
+  if (!claim.claimed) {
+    logger.warn('Blocking concurrent subscription checkout', { referenceId })
+    throw new APIError('CONFLICT', {
+      message:
+        'A subscription checkout is already being started. Please wait a moment and try again.',
+    })
+  }
+  if (!claim.claimToken) {
+    throw new Error('Checkout admission claim is missing its fencing token')
+  }
+  return {
+    normalizedKey: claim.normalizedKey,
+    storageMethod: claim.storageMethod,
+    claimToken: claim.claimToken,
+  }
+}
+
+/**
+ * Releases a checkout admission claim without masking the endpoint result.
+ * A failed release is bounded by the claim's short lease and remains visible
+ * in logs for operators.
+ */
+export async function releaseCheckoutAdmission(claim: CheckoutAdmissionClaim): Promise<void> {
+  try {
+    await checkoutAdmissionLeases.release(
+      claim.normalizedKey,
+      claim.storageMethod,
+      claim.claimToken
+    )
+  } catch (error) {
+    logger.warn('Failed to release checkout admission claim; lease will expire', {
+      normalizedKey: claim.normalizedKey,
+      error: getErrorMessage(error, 'Unknown error'),
+    })
+  }
+}
diff --git a/apps/sim/lib/billing/core/usage-log.test.ts b/apps/sim/lib/billing/core/usage-log.test.ts
index 9812f0777c3..86befaa5701 100644
--- a/apps/sim/lib/billing/core/usage-log.test.ts
+++ b/apps/sim/lib/billing/core/usage-log.test.ts
@@ -41,7 +41,11 @@ import {
   recordCumulativeUsage,
   recordUsage,
   resolveCumulativeTopUp,
+  UNKNOWN_CURSOR_MESSAGE,
+  UnknownUsageCursorError,
 } from '@/lib/billing/core/usage-log'
+import { asOrchestrationError } from '@/lib/core/orchestration/types'
+import { HttpError } from '@/lib/core/utils/http-error'
 
 /**
  * Re-wires the shared db mocks (`dbChainMockFns`, backing the single shared
@@ -422,6 +426,67 @@ describe('usage-log query scopes', () => {
     expect(dbChainMockFns.limit).toHaveBeenCalledWith(26)
   })
 
+  it('rejects a cursor that resolves to no usage event instead of restarting at page 1', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([])
+
+    const rejection = await getUserUsageLogs('user-1', {
+      cursor: 'log-from-another-ledger',
+      includeSummary: false,
+    }).catch((error: unknown) => error)
+
+    expect(rejection).toBeInstanceOf(UnknownUsageCursorError)
+    expect((rejection as Error).message).toBe(UNKNOWN_CURSOR_MESSAGE)
+  })
+
+  /**
+   * Both projections of the same throw: the v2 route reads the classification off
+   * the `cause` chain, the session-only internal route reads `statusCode` off the
+   * `HttpError`. Asserting them here is what lets the route suites stay on the
+   * surface behaviour.
+   */
+  it('classifies the unresolvable-cursor rejection for both surfaces', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([])
+
+    const rejection = await getUserUsageLogs('user-1', {
+      cursor: 'log-from-another-ledger',
+      includeSummary: false,
+    }).catch((error: unknown) => error)
+
+    expect(rejection).toBeInstanceOf(HttpError)
+    expect((rejection as HttpError).statusCode).toBe(400)
+    expect(asOrchestrationError(rejection)).toMatchObject({
+      code: 'validation',
+      message: UNKNOWN_CURSOR_MESSAGE,
+    })
+  })
+
+  it('narrows the page to rows after a resolvable cursor', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([{ createdAt: new Date('2026-07-01T00:00:00Z') }])
+
+    await getUserUsageLogs('user-1', { cursor: 'log-1', limit: 25, includeSummary: false })
+
+    expect(latestWhereCondition()).toMatchObject({
+      type: 'and',
+      conditions: [{ type: 'eq', left: 'userId', right: 'user-1' }, { type: 'or' }],
+    })
+  })
+
+  it('trusts a caller-supplied cursor timestamp without a lookup', async () => {
+    await getUserUsageLogs('user-1', {
+      cursor: 'log-1',
+      cursorCreatedAt: new Date('2026-07-01T00:00:00Z'),
+      limit: 25,
+      includeSummary: false,
+    })
+
+    expect(latestWhereCondition()).toMatchObject({
+      type: 'and',
+      conditions: [{ type: 'eq', left: 'userId', right: 'user-1' }, { type: 'or' }],
+    })
+    expect(dbChainMockFns.limit).toHaveBeenCalledTimes(1)
+    expect(dbChainMockFns.limit).toHaveBeenCalledWith(26)
+  })
+
   it('keeps personal queries actor-scoped with an optional workspace filter', async () => {
     await getUserUsageLogs('user-1', {
       workspaceId: 'workspace-1',
diff --git a/apps/sim/lib/billing/core/usage-log.ts b/apps/sim/lib/billing/core/usage-log.ts
index 0fd588b922d..50c7a8a345a 100644
--- a/apps/sim/lib/billing/core/usage-log.ts
+++ b/apps/sim/lib/billing/core/usage-log.ts
@@ -10,6 +10,8 @@ import { getHighestPrioritySubscription } from '@/lib/billing/core/plan'
 import { apportionCredits } from '@/lib/billing/credits/conversion'
 import { isOrgScopedSubscription } from '@/lib/billing/subscriptions/utils'
 import type { InternalUsageLogSource } from '@/lib/billing/usage-sources'
+import { asOrchestrationError, OrchestrationError } from '@/lib/core/orchestration/types'
+import { HttpError } from '@/lib/core/utils/http-error'
 import type { DbClient, DbOrTx } from '@/lib/db/types'
 
 const logger = createLogger('UsageLog')
@@ -657,6 +659,51 @@ export async function getUsageCreditsByLogId(
   )
 }
 
+/**
+ * Caller-facing message for a `cursor` that names no usage event.
+ *
+ * This ledger's cursor is a raw `usage_log.id` resolved by lookup rather than an
+ * opaque keyset cursor, so a value that resolves to no row carries no position at
+ * all. Applying no cursor condition in that case — the previous behaviour — restarts
+ * the sequence at page 1 while still reporting `hasMore`, so a pager that persisted a
+ * cursor across a deploy, or across environments, walks the first page forever and
+ * counts the same credits on every lap. Rejecting it makes the failure visible on the
+ * request that caused it.
+ *
+ * The wording deliberately does not reuse `INVALID_CURSOR_MESSAGE`: that message names
+ * `sortBy`/`sortOrder`, and this collection accepts neither param, so it would send the
+ * caller to look for a knob that does not exist. The actionable half — restart without
+ * a cursor — is the same.
+ */
+export const UNKNOWN_CURSOR_MESSAGE =
+  'cursor does not identify a usage event. Restart pagination without a cursor; a cursor is only valid against the ledger it was issued from.'
+
+/**
+ * The rejection for an unresolvable `cursor`, classified for both kinds of caller
+ * this shared ledger has.
+ *
+ * The v2 route reads the classification off the `cause` chain
+ * (`asOrchestrationError` walks it) and renders the v2 `BAD_REQUEST` envelope. The
+ * session-only internal route (`GET /api/users/me/usage-logs`) is a raw
+ * `withRouteHandler` with no error policy, and its `readTypedError` matches
+ * `instanceof HttpError` only — so an `OrchestrationError` alone would have made a
+ * hand-typed `?cursor=` a 500 there. Being both at once is what keeps every surface
+ * on 400 without either one having to learn about the other.
+ *
+ * `message` is the caller-facing constant above, so forwarding it verbatim (which is
+ * what `withRouteHandler` does for an `HttpError`) exposes nothing internal.
+ */
+export class UnknownUsageCursorError extends HttpError {
+  readonly statusCode = 400
+
+  constructor() {
+    super(UNKNOWN_CURSOR_MESSAGE, {
+      cause: new OrchestrationError('validation', UNKNOWN_CURSOR_MESSAGE),
+    })
+    this.name = 'UnknownUsageCursorError'
+  }
+}
+
 /**
  * Options for querying usage logs
  */
@@ -748,9 +795,11 @@ async function getUsageLogs(
       let resolvedCursorCreatedAt = cursorCreatedAt
 
       if (!resolvedCursorCreatedAt) {
-        // Cursor resolution stays on the primary: the page itself reads a
-        // load-balanced replica, and a laggier sibling replica missing the
-        // cursor row would silently restart pagination from page 1.
+        /**
+         * Cursor resolution stays on the primary: the page itself reads a
+         * load-balanced replica, and a laggier sibling replica missing the
+         * cursor row would reject a cursor that is in fact resumable.
+         */
         const cursorLog = await db
           .select({ createdAt: usageLog.createdAt })
           .from(usageLog)
@@ -759,13 +808,13 @@ async function getUsageLogs(
         resolvedCursorCreatedAt = cursorLog[0]?.createdAt
       }
 
-      if (resolvedCursorCreatedAt) {
-        const cursorCondition = or(
-          lt(usageLog.createdAt, resolvedCursorCreatedAt),
-          and(eq(usageLog.createdAt, resolvedCursorCreatedAt), lt(usageLog.id, cursor))
-        )
-        if (cursorCondition) conditions.push(cursorCondition)
-      }
+      if (!resolvedCursorCreatedAt) throw new UnknownUsageCursorError()
+
+      const cursorCondition = or(
+        lt(usageLog.createdAt, resolvedCursorCreatedAt),
+        and(eq(usageLog.createdAt, resolvedCursorCreatedAt), lt(usageLog.id, cursor))
+      )
+      if (cursorCondition) conditions.push(cursorCondition)
     }
 
     const logs = await dbReplica
@@ -845,6 +894,15 @@ async function getUsageLogs(
       },
     }
   } catch (error) {
+    /**
+     * A classified failure is caller-fixable and already carries the message the
+     * surface will render, so it is reported as a warning rather than joining the
+     * genuine faults this logger's error volume is watched for.
+     */
+    if (asOrchestrationError(error)) {
+      logger.warn('Rejected a usage-log query', { error: toError(error).message, scope })
+      throw error
+    }
     logger.error('Failed to get usage logs', {
       error: toError(error).message,
       scope,
diff --git a/apps/sim/lib/billing/webhooks/enterprise.test.ts b/apps/sim/lib/billing/webhooks/enterprise.test.ts
index 982683f0776..018edda9918 100644
--- a/apps/sim/lib/billing/webhooks/enterprise.test.ts
+++ b/apps/sim/lib/billing/webhooks/enterprise.test.ts
@@ -15,6 +15,10 @@ const mocks = vi.hoisted(() => ({
   subscriptionsRetrieve: vi.fn(),
   patchOutboxEventPayload: vi.fn(),
   reapplyPaidOrgJoinBillingForExistingMemberTx: vi.fn(),
+  acquireUserBillingIdentityLock: vi.fn(),
+  acquireInvitationMutationLocks: vi.fn(),
+  attachOwnedWorkspacesToOrganizationTx: vi.fn(),
+  invalidateWorkspaceTableLimitsCache: vi.fn(),
 }))
 
 vi.mock('@sim/audit', () => ({
@@ -35,6 +39,10 @@ vi.mock('@/lib/billing/organizations/membership', () => ({
   reapplyPaidOrgJoinBillingForExistingMemberTx: mocks.reapplyPaidOrgJoinBillingForExistingMemberTx,
 }))
 
+vi.mock('@/lib/billing/organizations/billing-identity-lock', () => ({
+  acquireUserBillingIdentityLock: mocks.acquireUserBillingIdentityLock,
+}))
+
 vi.mock('@/lib/billing/stripe-client', () => ({
   requireStripeClient: () => ({
     subscriptions: { retrieve: mocks.subscriptionsRetrieve },
@@ -64,6 +72,10 @@ vi.mock('@/lib/core/outbox/service', () => ({
   patchOutboxEventPayload: mocks.patchOutboxEventPayload,
 }))
 
+vi.mock('@/lib/invitations/locks', () => ({
+  acquireInvitationMutationLocks: mocks.acquireInvitationMutationLocks,
+}))
+
 vi.mock('@/lib/messaging/email/mailer', () => ({
   sendEmail: vi.fn(),
 }))
@@ -76,6 +88,15 @@ vi.mock('@/lib/posthog/server', () => ({
   captureServerEvent: vi.fn(),
 }))
 
+vi.mock('@/lib/table/billing', () => ({
+  invalidateWorkspaceTableLimitsCache: mocks.invalidateWorkspaceTableLimitsCache,
+}))
+
+vi.mock('@/lib/workspaces/organization-workspaces', () => ({
+  attachOwnedWorkspacesToOrganizationTx: mocks.attachOwnedWorkspacesToOrganizationTx,
+  ownedAttachableWorkspacesWhere: vi.fn(),
+}))
+
 import { handleManualEnterpriseSubscription } from '@/lib/billing/webhooks/enterprise'
 
 const ENTERPRISE_PROVISION_EVENT_TYPE = 'stripe.provision-enterprise'
@@ -159,9 +180,18 @@ function eventFor(subscription: Stripe.Subscription): Stripe.Event {
 
 function queueSuccessfulExistingSubscriptionReconciliation(options: {
   operation?: ReturnType<typeof operationPayload>
+  workspaceIds?: string[]
 }) {
   queueTableRows(schemaMock.organization, [{ creditBalance: '0' }])
   if (options.operation) {
+    queueTableRows(schemaMock.outboxEvent, [
+      { eventType: ENTERPRISE_PROVISION_EVENT_TYPE, payload: options.operation },
+    ])
+    if (!('applicationResult' in options.operation)) {
+      const workspaceRows = (options.workspaceIds ?? []).map((id) => ({ id }))
+      queueTableRows(schemaMock.workspace, workspaceRows)
+      queueTableRows(schemaMock.workspace, workspaceRows)
+    }
     queueTableRows(schemaMock.outboxEvent, [
       { eventType: ENTERPRISE_PROVISION_EVENT_TYPE, payload: options.operation },
     ])
@@ -180,6 +210,12 @@ describe('Enterprise webhook issuance correlation', () => {
     resetDbChainMock()
     mocks.patchOutboxEventPayload.mockResolvedValue(true)
     mocks.reapplyPaidOrgJoinBillingForExistingMemberTx.mockResolvedValue(undefined)
+    mocks.attachOwnedWorkspacesToOrganizationTx.mockResolvedValue({
+      attachedWorkspaceIds: [],
+      addedMemberIds: [],
+      skippedMembers: [],
+      usageLimitUserIds: [],
+    })
   })
 
   afterAll(() => {
@@ -189,6 +225,13 @@ describe('Enterprise webhook issuance correlation', () => {
   it('retries when the create webhook races ahead of paused-collection provisioning', async () => {
     const subscription = stripeSubscription({ operationId: 'operation-1', paused: false })
     mocks.subscriptionsRetrieve.mockResolvedValue(subscription)
+    queueTableRows(schemaMock.outboxEvent, [
+      {
+        eventType: ENTERPRISE_PROVISION_EVENT_TYPE,
+        payload: operationPayload({ pausePaymentCollection: true }),
+      },
+    ])
+    queueTableRows(schemaMock.workspace, [])
     queueTableRows(schemaMock.organization, [{ creditBalance: '0' }])
     queueTableRows(schemaMock.outboxEvent, [
       {
@@ -207,6 +250,66 @@ describe('Enterprise webhook issuance correlation', () => {
     expect(mocks.reapplyPaidOrgJoinBillingForExistingMemberTx).not.toHaveBeenCalled()
   })
 
+  it('sweeps the Enterprise owner personal workspaces when issuance is applied', async () => {
+    const subscription = stripeSubscription({ operationId: 'operation-1', paused: false })
+    mocks.subscriptionsRetrieve.mockResolvedValue(subscription)
+    queueSuccessfulExistingSubscriptionReconciliation({
+      operation: operationPayload(),
+      workspaceIds: ['workspace-1', 'workspace-archived'],
+    })
+    mocks.attachOwnedWorkspacesToOrganizationTx.mockResolvedValueOnce({
+      attachedWorkspaceIds: ['workspace-1', 'workspace-archived'],
+      addedMemberIds: [],
+      skippedMembers: [],
+      usageLimitUserIds: [],
+    })
+
+    await expect(
+      handleManualEnterpriseSubscription(eventFor(subscription))
+    ).resolves.toBeUndefined()
+
+    expect(mocks.acquireInvitationMutationLocks).toHaveBeenCalledWith(expect.anything(), {
+      invitationIds: [],
+      workspaceIds: ['workspace-1', 'workspace-archived'],
+    })
+    expect(mocks.acquireUserBillingIdentityLock).toHaveBeenCalledWith(expect.anything(), 'owner-1')
+    expect(mocks.attachOwnedWorkspacesToOrganizationTx).toHaveBeenCalledWith(expect.anything(), {
+      ownerUserId: 'owner-1',
+      organizationId: 'org-1',
+      workspaceIds: ['workspace-1', 'workspace-archived'],
+      externalMemberPolicy: 'external-all',
+      ownerMatch: 'owner',
+      includeArchived: true,
+    })
+    expect(mocks.invalidateWorkspaceTableLimitsCache).toHaveBeenCalledTimes(2)
+    expect(mocks.patchOutboxEventPayload).toHaveBeenCalled()
+  })
+
+  it('retries without applying when the Enterprise owner workspace set changes', async () => {
+    const subscription = stripeSubscription({ operationId: 'operation-1', paused: false })
+    mocks.subscriptionsRetrieve.mockResolvedValue(subscription)
+    queueTableRows(schemaMock.outboxEvent, [
+      { eventType: ENTERPRISE_PROVISION_EVENT_TYPE, payload: operationPayload() },
+    ])
+    queueTableRows(schemaMock.workspace, [{ id: 'workspace-1' }])
+    queueTableRows(schemaMock.organization, [{ creditBalance: '0' }])
+    queueTableRows(schemaMock.outboxEvent, [
+      { eventType: ENTERPRISE_PROVISION_EVENT_TYPE, payload: operationPayload() },
+    ])
+    queueTableRows(schemaMock.user, [{ stripeCustomerId: 'cus_1' }])
+    queueTableRows(schemaMock.member, [{ value: 1 }])
+    queueTableRows(schemaMock.subscription, [])
+    queueTableRows(schemaMock.subscription, [{ id: 'local-sub-1', referenceId: 'org-1' }])
+    queueTableRows(schemaMock.workspace, [{ id: 'workspace-1' }, { id: 'workspace-2' }])
+
+    await expect(handleManualEnterpriseSubscription(eventFor(subscription))).rejects.toThrow(
+      'personal workspaces changed during reconciliation'
+    )
+
+    expect(mocks.attachOwnedWorkspacesToOrganizationTx).not.toHaveBeenCalled()
+    expect(mocks.patchOutboxEventPayload).not.toHaveBeenCalled()
+  })
+
   it('allows later Stripe metadata edits after the issuance was already applied', async () => {
     const subscription = stripeSubscription({ operationId: 'operation-1', paused: false })
     mocks.subscriptionsRetrieve.mockResolvedValue(subscription)
diff --git a/apps/sim/lib/billing/webhooks/enterprise.ts b/apps/sim/lib/billing/webhooks/enterprise.ts
index 59c81542064..aa7bc71681d 100644
--- a/apps/sim/lib/billing/webhooks/enterprise.ts
+++ b/apps/sim/lib/billing/webhooks/enterprise.ts
@@ -1,6 +1,6 @@
 import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { db } from '@sim/db'
-import { member, organization, outboxEvent, subscription, user } from '@sim/db/schema'
+import { member, organization, outboxEvent, subscription, user, workspace } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { generateId } from '@sim/utils/id'
 import { and, asc, count, eq, inArray, sql } from 'drizzle-orm'
@@ -13,6 +13,7 @@ import {
   enterpriseOperationMatchesStripeSubscription,
   parseEnterpriseProvisionPayload,
 } from '@/lib/billing/enterprise-outbox'
+import { acquireUserBillingIdentityLock } from '@/lib/billing/organizations/billing-identity-lock'
 import {
   acquireOrganizationMutationLock,
   reapplyPaidOrgJoinBillingForExistingMemberTx,
@@ -26,13 +27,67 @@ import {
 } from '@/lib/billing/webhooks/enterprise-reconciliation-lease'
 import { stripeWebhookIdempotency } from '@/lib/billing/webhooks/idempotency'
 import { patchOutboxEventPayload } from '@/lib/core/outbox/service'
+import { acquireInvitationMutationLocks } from '@/lib/invitations/locks'
 import { sendEmail } from '@/lib/messaging/email/mailer'
 import { getFromEmailAddress } from '@/lib/messaging/email/utils'
 import { captureServerEvent } from '@/lib/posthog/server'
+import { invalidateWorkspaceTableLimitsCache } from '@/lib/table/billing'
+import {
+  attachOwnedWorkspacesToOrganizationTx,
+  ownedAttachableWorkspacesWhere,
+} from '@/lib/workspaces/organization-workspaces'
 import { parseEnterpriseSubscriptionMetadata } from '../types'
 
 const logger = createLogger('BillingEnterprise')
 
+interface EnterpriseWorkspaceSweepPlan {
+  operationId: string
+  ownerUserId: string
+  workspaceIds: string[]
+}
+
+function sameOrderedIds(left: string[], right: string[]): boolean {
+  return left.length === right.length && left.every((id, index) => id === right[index])
+}
+
+async function planEnterpriseOwnerWorkspaceSweep(
+  metadata: Stripe.Metadata,
+  organizationId: string
+): Promise<EnterpriseWorkspaceSweepPlan | null> {
+  const operationId = metadata.enterpriseOperationId
+  if (!operationId) return null
+
+  const [operationRow] = await db
+    .select({ eventType: outboxEvent.eventType, payload: outboxEvent.payload })
+    .from(outboxEvent)
+    .where(eq(outboxEvent.id, operationId))
+    .limit(1)
+  const payload = operationRow ? parseEnterpriseProvisionPayload(operationRow.payload) : null
+  if (
+    operationRow?.eventType !== ENTERPRISE_PROVISION_EVENT_TYPE ||
+    !payload ||
+    payload.applicationResult ||
+    payload.request.organizationId !== organizationId
+  ) {
+    return null
+  }
+
+  const workspaceIds = (
+    await db
+      .select({ id: workspace.id })
+      .from(workspace)
+      .where(
+        ownedAttachableWorkspacesWhere({
+          userId: payload.request.ownerUserId,
+          includeArchived: true,
+        })
+      )
+      .orderBy(workspace.id)
+  ).map((row) => row.id)
+
+  return { operationId, ownerUserId: payload.request.ownerUserId, workspaceIds }
+}
+
 export async function handleManualEnterpriseSubscription(event: Stripe.Event) {
   return stripeWebhookIdempotency.executeWithIdempotency(
     'manual-enterprise-subscription',
@@ -115,6 +170,7 @@ async function reconcileManualEnterpriseSubscription(
   }
 
   const { seats, monthlyPrice } = enterpriseMetadata
+  const workspaceSweepPlan = await planEnterpriseOwnerWorkspaceSweep(metadata, referenceId)
 
   // Get the first subscription item which contains the period information
   const referenceItem = stripeSubscription.items?.data?.[0]
@@ -148,6 +204,12 @@ async function reconcileManualEnterpriseSubscription(
   }
 
   const coreResult = await db.transaction(async (tx) => {
+    if (workspaceSweepPlan && workspaceSweepPlan.workspaceIds.length > 0) {
+      await acquireInvitationMutationLocks(tx, {
+        invitationIds: [],
+        workspaceIds: workspaceSweepPlan.workspaceIds,
+      })
+    }
     await acquireOrganizationMutationLock(tx, referenceId)
     await tx.execute(
       sql`select pg_advisory_xact_lock(hashtextextended(${`stripe-subscription:${stripeSubscription.id}`}, 0))`
@@ -273,7 +335,7 @@ async function reconcileManualEnterpriseSubscription(
 
     if (existing && existing.referenceId !== referenceId) {
       throw new Error(
-        `Stripe subscription ${stripeSubscription.id} is already bound to organization ${existing.referenceId}`
+        `Stripe subscription ${stripeSubscription.id} is already bound to reference ${existing.referenceId}, not organization ${referenceId}`
       )
     }
 
@@ -315,6 +377,46 @@ async function reconcileManualEnterpriseSubscription(
       })
       .where(eq(organization.id, referenceId))
 
+    let attachedWorkspaceIds: string[] = []
+    if (operationNewlyApplied && correlatedOperation) {
+      if (
+        !workspaceSweepPlan ||
+        workspaceSweepPlan.operationId !== operationId ||
+        workspaceSweepPlan.ownerUserId !== correlatedOperation.request.ownerUserId
+      ) {
+        throw new Error('Unable to establish the Enterprise owner workspace sweep')
+      }
+
+      await acquireUserBillingIdentityLock(tx, workspaceSweepPlan.ownerUserId)
+      const currentWorkspaceIds = (
+        await tx
+          .select({ id: workspace.id })
+          .from(workspace)
+          .where(
+            ownedAttachableWorkspacesWhere({
+              userId: workspaceSweepPlan.ownerUserId,
+              includeArchived: true,
+            })
+          )
+          .orderBy(workspace.id)
+      ).map((row) => row.id)
+      if (!sameOrderedIds(workspaceSweepPlan.workspaceIds, currentWorkspaceIds)) {
+        throw new Error(
+          'Enterprise owner personal workspaces changed during reconciliation; retry the webhook'
+        )
+      }
+
+      const attached = await attachOwnedWorkspacesToOrganizationTx(tx, {
+        ownerUserId: workspaceSweepPlan.ownerUserId,
+        organizationId: referenceId,
+        workspaceIds: currentWorkspaceIds,
+        externalMemberPolicy: 'external-all',
+        ownerMatch: 'owner',
+        includeArchived: true,
+      })
+      attachedWorkspaceIds = attached.attachedWorkspaceIds
+    }
+
     // The organization lock is held across the census and all member billing
     // transitions. Add/remove/accept paths take the same lock, so a departing
     // member cannot be re-paused after their removal restores personal Pro.
@@ -346,6 +448,7 @@ async function reconcileManualEnterpriseSubscription(
       operationNewlyApplied,
       hasCorrelatedOperation: Boolean(correlatedOperation),
       subscriptionNewlyInserted: !existing,
+      attachedWorkspaceIds,
       ...creditLimits,
     }
   })
@@ -357,10 +460,14 @@ async function reconcileManualEnterpriseSubscription(
     operationNewlyApplied,
     hasCorrelatedOperation,
     subscriptionNewlyInserted,
+    attachedWorkspaceIds,
     configuredUsageLimitCredits,
     prepaidCredits,
     effectiveUsageLimitCredits,
   } = coreResult
+  for (const workspaceId of attachedWorkspaceIds) {
+    invalidateWorkspaceTableLimitsCache(workspaceId)
+  }
   const shouldAnnounce = hasCorrelatedOperation ? operationNewlyApplied : subscriptionNewlyInserted
 
   logger.info('[subscription.created] Upserted enterprise subscription', {
@@ -372,6 +479,7 @@ async function reconcileManualEnterpriseSubscription(
     effectiveUsageLimitCredits,
     prepaidCredits,
     seats,
+    attachedWorkspaceCount: attachedWorkspaceIds.length,
     note: 'Seats from metadata, Stripe quantity set to 1',
   })
 
diff --git a/apps/sim/lib/branding/index.ts b/apps/sim/lib/branding/index.ts
index 02cf0d799f1..a99cc3a9227 100644
--- a/apps/sim/lib/branding/index.ts
+++ b/apps/sim/lib/branding/index.ts
@@ -1,3 +1,8 @@
-export { defaultBrandConfig } from './defaults'
-export type { BrandConfig, ThemeColors } from './types'
-export { HEX_COLOR_REGEX } from './types'
+export { defaultBrandConfig } from '@/lib/branding/defaults'
+export type { BrandConfig, ThemeColors } from '@/lib/branding/types'
+export { HEX_COLOR_REGEX } from '@/lib/branding/types'
+export {
+  EMAIL_WORDMARK_SIZE,
+  WORDMARK_PATHS,
+  WORDMARK_VIEW_BOX,
+} from '@/lib/branding/wordmark'
diff --git a/apps/sim/lib/branding/wordmark.test.ts b/apps/sim/lib/branding/wordmark.test.ts
new file mode 100644
index 00000000000..e2fe70129e2
--- /dev/null
+++ b/apps/sim/lib/branding/wordmark.test.ts
@@ -0,0 +1,55 @@
+/**
+ * @vitest-environment node
+ */
+import { readFileSync } from 'node:fs'
+import path from 'node:path'
+import { describe, expect, it } from 'vitest'
+import {
+  EMAIL_WORDMARK_CANVAS,
+  EMAIL_WORDMARK_SIZE,
+  WORDMARK_PATHS,
+  WORDMARK_VIEW_BOX,
+} from '@/lib/branding/wordmark'
+
+const WORDMARK_PNG = path.join(
+  import.meta.dirname,
+  '..',
+  '..',
+  'public',
+  'brand',
+  'color',
+  'email',
+  'wordmark.png'
+)
+
+/** Reads width/height out of a PNG's IHDR, which always follows the 8-byte signature. */
+function readPngSize(file: string): { width: number; height: number } {
+  const buffer = readFileSync(file)
+  return { width: buffer.readUInt32BE(16), height: buffer.readUInt32BE(20) }
+}
+
+describe('email wordmark asset', () => {
+  it('keeps the canvas every email already sent was measured against', () => {
+    expect(readPngSize(WORDMARK_PNG)).toEqual({
+      width: EMAIL_WORDMARK_CANVAS.width,
+      height: EMAIL_WORDMARK_CANVAS.height,
+    })
+  })
+
+  it('renders undistorted in the box the header displays it in', () => {
+    const boxAspect = EMAIL_WORDMARK_SIZE.width / EMAIL_WORDMARK_SIZE.height
+    const canvasAspect = EMAIL_WORDMARK_CANVAS.width / EMAIL_WORDMARK_CANVAS.height
+    expect(Math.abs(boxAspect - canvasAspect) / canvasAspect).toBeLessThan(0.01)
+  })
+
+  it('out-resolves that box, since email clients do no responsive selection', () => {
+    expect(EMAIL_WORDMARK_CANVAS.width).toBeGreaterThanOrEqual(EMAIL_WORDMARK_SIZE.width * 2)
+    expect(EMAIL_WORDMARK_CANVAS.height).toBeGreaterThanOrEqual(EMAIL_WORDMARK_SIZE.height * 2)
+  })
+
+  it('carries every glyph of the logotype', () => {
+    expect(WORDMARK_PATHS).toHaveLength(4)
+    for (const d of WORDMARK_PATHS) expect(d.startsWith('M')).toBe(true)
+    expect(WORDMARK_VIEW_BOX.width).toBeGreaterThan(WORDMARK_VIEW_BOX.height)
+  })
+})
diff --git a/apps/sim/lib/branding/wordmark.ts b/apps/sim/lib/branding/wordmark.ts
new file mode 100644
index 00000000000..a02bf9cb782
--- /dev/null
+++ b/apps/sim/lib/branding/wordmark.ts
@@ -0,0 +1,45 @@
+/**
+ * The "sim" logotype paths from the v1.0 brand guide (`simLogotype--dark.svg`).
+ *
+ * Shared so the surfaces that draw the mark cannot drift: `SimWordmark` inlines
+ * them as server-rendered SVG for the navbar, footer, auth shell and settings
+ * sidebar. The email header cannot — clients (Gmail chief among them) strip
+ * inline SVG — so it renders a committed raster export of these same outlines;
+ * {@link EMAIL_WORDMARK_SIZE} records how that file is produced.
+ */
+export const WORDMARK_VIEW_BOX = { width: 441, height: 212 } as const
+
+/** Glyph outlines, drawn in `WORDMARK_VIEW_BOX` coordinates. */
+export const WORDMARK_PATHS: readonly string[] = [
+  'M0 160.9H29.51C29.51 169.08 32.46 175.61 38.37 180.48C44.27 185.12 52.25 187.44 62.31 187.44C73.24 187.44 81.65 185.34 87.56 181.14C93.46 176.71 96.41 170.85 96.41 163.55C96.41 158.24 94.77 153.82 91.49 150.28C88.43 146.74 82.75 143.86 74.44 141.65L46.24 135.01C32.03 131.47 21.42 126.05 14.43 118.75C7.65 111.45 4.26 101.83 4.26 89.88C4.26 79.93 6.78 71.3 11.81 64C17.05 56.7 24.16 51.06 33.12 47.08C42.3 43.09 52.8 41.1 64.6 41.1C76.41 41.1 86.57 43.2 95.1 47.41C103.84 51.61 110.62 57.47 115.43 64.99C120.46 72.52 123.08 81.48 123.3 91.87H93.79C93.57 83.47 90.84 76.94 85.59 72.3C80.34 67.65 73.02 65.33 63.62 65.33C54 65.33 46.57 67.43 41.32 71.63C36.07 75.83 33.45 81.59 33.45 88.89C33.45 99.73 41.32 107.14 57.06 111.12L85.26 118.09C98.81 121.19 108.98 126.28 115.76 133.35C122.53 140.21 125.92 149.61 125.92 161.56C125.92 171.74 123.19 180.7 117.73 188.44C112.26 195.96 104.72 201.82 95.1 206.03C85.7 210.01 74.55 212 61.65 212C42.85 212 27.87 207.35 16.72 198.06C5.57 188.77 0 176.38 0 160.9Z',
+  'M232.8 212H202.13L202.13 49.76H229.54V77.39C232.8 68.34 239.11 60.66 247.81 54.7C256.73 48.52 267.5 45.43 280.12 45.43C294.26 45.43 306.01 49.29 315.36 57.02C324.72 64.75 330.81 75.01 333.64 87.82H328.09C330.27 75.01 336.25 64.75 346.04 57.02C355.83 49.29 367.9 45.43 382.26 45.43C400.54 45.43 414.89 50.84 425.34 61.66C435.78 72.47 441 87.26 441 106.03V212H410.98V113.65C410.98 100.84 407.71 91.02 401.19 84.17C394.88 77.11 386.29 73.58 375.41 73.58C367.79 73.58 361.05 75.34 355.17 78.88C349.52 82.19 345.06 87.04 341.8 93.45C338.53 99.85 336.9 107.36 336.9 115.97V212H306.55V113.32C306.55 100.51 303.4 90.8 297.09 84.17C290.78 77.33 282.19 73.91 271.31 73.91C263.69 73.91 256.95 75.67 251.08 79.21C245.42 82.52 240.96 87.38 237.7 93.78C234.43 99.96 232.8 107.36 232.8 115.97V212Z',
+  'M184.83 20.55C184.83 31.9 175.64 41.1 164.29 41.1C152.95 41.1 143.76 31.9 143.76 20.55C143.76 9.2 152.95 0 164.29 0C175.64 0 184.83 9.2 184.83 20.55Z',
+  'M179.43 212H149.16V49.76C153.76 51.91 158.88 53.12 164.29 53.12C169.7 53.12 174.83 51.91 179.43 49.76V212Z',
+]
+
+/**
+ * Canvas of `public/brand/color/email/wordmark.png`, which the header renders
+ * instead of these paths because email clients strip inline SVG.
+ *
+ * **These proportions are frozen.** A sent email is immutable — it keeps the
+ * `width`/`height` it was sent with and refetches this URL forever — so an
+ * export whose canvas is shaped differently would stretch the mark in every
+ * message already delivered. Re-export onto this canvas (the outlines centered
+ * at their own aspect, filled with the email palette's `textBody`) and the same
+ * file keeps serving old and new mail alike.
+ */
+export const EMAIL_WORDMARK_CANVAS = { width: 272, height: 164 } as const
+
+/**
+ * Display box for the email header wordmark.
+ *
+ * The landing navbar sizes the mark at its neighbouring text plus 2px above and
+ * below (18px ink against 14px chip labels). Email body copy is 16px, so the
+ * mark wants to stand ~20px tall. The canvas insets the outlines, so a 26px box
+ * renders 20.7px of ink; the width follows {@link EMAIL_WORDMARK_CANVAS}. Both
+ * dimensions are pinned because email clients do no responsive image selection.
+ *
+ * Retuning this box is safe on its own — the canvas is 6x the box, so the mark
+ * stays crisp, and older mail keeps rendering against its own numbers.
+ */
+export const EMAIL_WORDMARK_SIZE = { width: 43, height: 26 } as const
diff --git a/apps/sim/lib/collab-doc/collab-state.ts b/apps/sim/lib/collab-doc/collab-state.ts
index 97828bece51..115ab356191 100644
--- a/apps/sim/lib/collab-doc/collab-state.ts
+++ b/apps/sim/lib/collab-doc/collab-state.ts
@@ -14,17 +14,24 @@ export function hashMarkdown(markdown: Buffer): string {
   return createHash('sha256').update(markdown).digest('hex')
 }
 
+/** A file's stored collaborative document, with the markdown it was last derived from. */
+export interface CachedCollabDocState {
+  docState: Uint8Array
+  /** Hash of the markdown this binary projects to — `null`s out nothing; compare to decide freshness. */
+  sourceHash: string
+}
+
 /**
- * Load a file's cached Yjs binary IF it is still fresh — i.e. was derived from markdown whose hash
- * matches `sourceHash` (the current file's markdown). Returns the binary to apply directly, or `null`
- * when there is no cache or it is stale (the markdown changed externally since it was saved), in which
- * case the caller re-converts from markdown. Applying the stored binary — rather than rebuilding a Y.Doc
- * from markdown — is what preserves the CRDT's client ids and prevents duplicated content on reconnect.
+ * Load a file's stored Yjs binary, fresh or not.
+ *
+ * FRESH (its `sourceHash` matches the file's current markdown) means it can seed a room verbatim.
+ * STALE means the markdown moved on out-of-band, and the caller must bring it up to date — but it must
+ * do so by UPDATING this document, never by building a second one: the stored binary carries the
+ * document's identity, and a rebuilt document's items carry different client ids, so any client still
+ * holding the old one would merge the two into duplicated content. Either way this row is the file's
+ * collaborative document; there is only ever one.
  */
-export async function loadFreshCollabDocState(
-  fileId: string,
-  sourceHash: string
-): Promise<Uint8Array | null> {
+export async function loadCollabDocState(fileId: string): Promise<CachedCollabDocState | null> {
   const [row] = await db
     .select({
       docState: workspaceFileCollabState.docState,
@@ -34,8 +41,22 @@ export async function loadFreshCollabDocState(
     .where(eq(workspaceFileCollabState.fileId, fileId))
     .limit(1)
 
-  if (!row || row.sourceHash !== sourceHash) return null
-  return new Uint8Array(row.docState)
+  if (!row) return null
+  return { docState: new Uint8Array(row.docState), sourceHash: row.sourceHash }
+}
+
+/**
+ * The markdown hash this file's cached doc state was derived from — i.e. the exact bytes the live
+ * document last projected onto the file — or `null` when nothing is cached. Selects only the tag, so a
+ * caller asking "is what's on disk still our own last write?" never loads the binary to find out.
+ */
+export async function collabDocStateSourceHash(fileId: string): Promise<string | null> {
+  const [row] = await db
+    .select({ sourceHash: workspaceFileCollabState.sourceHash })
+    .from(workspaceFileCollabState)
+    .where(eq(workspaceFileCollabState.fileId, fileId))
+    .limit(1)
+  return row?.sourceHash ?? null
 }
 
 /**
diff --git a/apps/sim/lib/collab-doc/converter.test.ts b/apps/sim/lib/collab-doc/converter.test.ts
index ba5606600b6..f31796d2a82 100644
--- a/apps/sim/lib/collab-doc/converter.test.ts
+++ b/apps/sim/lib/collab-doc/converter.test.ts
@@ -2,19 +2,31 @@
  * @vitest-environment jsdom
  */
 import { FILE_DOC_SEED } from '@sim/realtime-protocol/file-doc'
-import { describe, expect, it } from 'vitest'
+import { Editor, getSchema, type JSONContent } from '@tiptap/core'
+import { prosemirrorJSONToYDoc, yDocToProsemirrorJSON } from '@tiptap/y-tiptap'
+import { beforeAll, describe, expect, it } from 'vitest'
+import { Awareness } from 'y-protocols/awareness'
 import * as Y from 'yjs'
+import { createMarkdownEditorExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/editor-extensions'
+import { createMarkdownContentExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions'
 import {
   applyFrontmatter,
   postProcessSerializedMarkdown,
+  splitFrontmatter,
 } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity'
-import { serializeMarkdownBody } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse'
+import {
+  editorNormalForm,
+  parseMarkdownToDoc,
+  serializeMarkdownBody,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse'
 import {
   applyMarkdownToYDoc,
+  canonicalizeYDoc,
   markdownToYDoc,
   yDocToFileMarkdown,
   yDocToMarkdown,
 } from './converter'
+import { COLLAB_DOC_FIELD } from './field'
 
 /** Representative markdown covering the custom-fidelity constructs (tables, code, lists, marks). */
 const SAMPLES = [
@@ -30,6 +42,13 @@ const SAMPLES = [
   '- [ ] todo\n- [x] done',
 ]
 
+beforeAll(() => {
+  if (!document.elementFromPoint) document.elementFromPoint = () => null
+})
+
+/** The schema the collab converter builds its docs on — mirrors `markdownSchema()` in converter.ts. */
+const markdownSchemaForTest = () => getSchema(createMarkdownContentExtensions())
+
 describe('collab-doc converter', () => {
   it('round-trips markdown through the Yjs doc identically to the client engine', () => {
     for (const md of SAMPLES) {
@@ -43,6 +62,197 @@ describe('collab-doc converter', () => {
     expect(yDocToMarkdown(markdownToYDoc(''))).toBe(serializeMarkdownBody(''))
   })
 
+  /**
+   * The Files editor paints a read-only placeholder built from the file's markdown, then swaps in the
+   * live collaborative doc once the CRDT syncs. Anything the CRDT holds that the markdown projection
+   * cannot round-trip shows up as the document reflowing its spacing a beat after the file appears.
+   *
+   * The case that matters is a state no markdown parse produced: the user presses Enter on an empty
+   * line, which puts a real empty paragraph in the CRDT. Projecting that to markdown and re-parsing it
+   * has to give the same blocks back — otherwise the blank line is both invisible on first paint and
+   * deleted for good once the room goes cold.
+   */
+  describe('placeholder ⇄ live CRDT parity', () => {
+    const shapeOf = (blocks: JSONContent[] | undefined) =>
+      (blocks ?? [])
+        .map((n) => (n.type === 'paragraph' && !n.content?.length ? '∅' : n.type))
+        .join(',')
+
+    /**
+     * The doc a peer renders (the CRDT) vs the doc the placeholder builds from the projected markdown.
+     * The placeholder is a real editor, so it is compared through {@link editorNormalForm} — the same
+     * normalization ProseMirror applies on mount. Comparing the bare parse instead would assert a shape
+     * neither side ever renders, and would let the CRDT drift back out of the editor's normal form.
+     */
+    const parity = (live: Y.Doc) => ({
+      crdt: shapeOf(yDocToProsemirrorJSON(live, COLLAB_DOC_FIELD).content),
+      placeholder: shapeOf(editorNormalForm(yDocToMarkdown(live)).content),
+    })
+
+    const paragraphs = (count: number) =>
+      Array.from({ length: count }, () => new Y.XmlElement('paragraph'))
+
+    /** Seed a doc from markdown, then apply an edit no markdown parse could have produced. */
+    const typedInto = (md: string, edit: (fragment: Y.XmlFragment) => void) => {
+      const live = markdownToYDoc(md)
+      edit(live.getXmlFragment(COLLAB_DOC_FIELD))
+      return live
+    }
+
+    it('a blank line typed between two paragraphs round-trips as-is', () => {
+      const live = typedInto('a\n\nb', (f) => f.insert(1, paragraphs(2)))
+      const { crdt, placeholder } = parity(live)
+      expect(crdt).toBe('paragraph,∅,∅,paragraph')
+      expect(placeholder).toBe(crdt)
+      live.destroy()
+    })
+
+    /**
+     * Every CRDT state below is one markdown genuinely cannot describe, so the round-trip is NOT the
+     * identity on it — a run past the parse bound, trailing empties the serializer collapses, an empty
+     * paragraph in a document that must parse whole. Each one used to reach a room verbatim and reflow
+     * the doc a beat after it painted. `canonicalizeYDoc` is the single pass that resolves all of them,
+     * so assert the invariant it establishes rather than enumerating what markdown can hold.
+     */
+    it.each([
+      [
+        'a run past the per-gap bound',
+        () => typedInto('a\n\nb', (f) => f.insert(1, paragraphs(30))),
+      ],
+      ['trailing empties', () => typedInto('a\n\nb', (f) => f.insert(f.length, paragraphs(3)))],
+      ['leading empties', () => typedInto('a\n\nb', (f) => f.insert(0, paragraphs(2)))],
+      ['between two lists', () => typedInto('- a\n\n- b', (f) => f.insert(1, paragraphs(1)))],
+      ['between two quotes', () => typedInto('> a\n\n> b', (f) => f.insert(1, paragraphs(1)))],
+      [
+        'inside a raw-HTML document',
+        () => typedInto('# H\n\nbody\n\n<div>x</div>', (f) => f.insert(1, paragraphs(1))),
+      ],
+      [
+        'inside a reference-definition document',
+        () =>
+          typedInto('# H\n\nsee [y][r]\n\n[r]: https://e.com', (f) => f.insert(1, paragraphs(1))),
+      ],
+    ])('canonicalizing restores parity: %s', (_label, build) => {
+      const live = build()
+      canonicalizeYDoc(live)
+      const { crdt, placeholder } = parity(live)
+      expect(placeholder).toBe(crdt)
+      // Idempotent: a canonical doc is already its own markdown projection, so a second pass is a no-op.
+      expect(canonicalizeYDoc(live)).toBe(false)
+      live.destroy()
+    })
+
+    /**
+     * The point of canonical is that the CRDT and the durable bytes describe the same document, so the
+     * invariant is stated against the bytes that get WRITTEN — `yDocToFileMarkdown`, post-process and
+     * all. Converging on the bare serializer output instead would leave that pass's fidelity fixes
+     * (empty list markers, escaped callout markers) outside the fixed point.
+     */
+    it.each([
+      ['a callout the serializer escapes', '# T\n\n> [!NOTE]\n> body\n\ntail'],
+      ['a list with an empty item', '# T\n\n- parent\n  - \n- after'],
+      ['trailing blank run', '# T\n\nbody\n\n\n\n'],
+      ['ends on a list', '# T\n\nintro\n\n- a\n- b'],
+    ])('a canonical doc projects to exactly the file body: %s', (_label, md) => {
+      const live = markdownToYDoc(md)
+      canonicalizeYDoc(live)
+
+      const body = splitFrontmatter(yDocToFileMarkdown(live)).body
+      // Re-reading the written bytes must rebuild the very doc the CRDT holds.
+      expect(shapeOf(editorNormalForm(body).content)).toBe(
+        shapeOf(yDocToProsemirrorJSON(live, COLLAB_DOC_FIELD).content)
+      )
+      // And a second pass has nothing left to do.
+      expect(canonicalizeYDoc(live)).toBe(false)
+      live.destroy()
+    })
+
+    it('holds for every representative document', () => {
+      for (const md of [
+        ...SAMPLES,
+        'a\n\n\n\nb',
+        '# Heading\n\n\n\nbody\n\n\n\n\n\ntail',
+        '\n\n\n\nleading blank lines',
+        '- a\n- b\n\n\n\nafter the list',
+        '- a\n\n\n\n- b',
+        '> a\n\n\n\n> b',
+      ]) {
+        const live = markdownToYDoc(md)
+        const { crdt, placeholder } = parity(live)
+        expect(placeholder, `diverged for ${JSON.stringify(md)}`).toBe(crdt)
+        live.destroy()
+      }
+    })
+
+    /**
+     * `canonicalizeYDoc`'s return value gates whether both callers re-encode, so it has to be true
+     * whenever the doc actually moved. Deciding that from the markdown projection could not work: the
+     * repair is the trailing paragraph, which serializes to a blank line the post-process collapses, so
+     * every doc ending on a list/heading/table/rule was repaired and still reported unchanged — and the
+     * cached snapshot kept the unrepaired bytes, reopening the stacking-empties path.
+     */
+    it.each([
+      ['ends with a list', '# T\n\nbody\n\n- a\n- b'],
+      ['ends with a heading', '# T\n\nbody\n\n## Tail'],
+      ['ends with a table', '# T\n\n| a | b |\n| --- | --- |\n| 1 | 2 |'],
+      ['ends with a rule', '# T\n\nbody\n\n---'],
+    ])('reports the repair it actually made: %s', (_label, md) => {
+      // A doc built from the RAW parse — what a snapshot cached before this normalization looks like.
+      const doc = prosemirrorJSONToYDoc(
+        markdownSchemaForTest(),
+        parseMarkdownToDoc(md),
+        COLLAB_DOC_FIELD
+      )
+      const before = shapeOf(yDocToProsemirrorJSON(doc, COLLAB_DOC_FIELD).content)
+
+      const reported = canonicalizeYDoc(doc)
+
+      const after = shapeOf(yDocToProsemirrorJSON(doc, COLLAB_DOC_FIELD).content)
+      expect(after).toBe(`${before},∅`)
+      expect(reported).toBe(true)
+      doc.destroy()
+    })
+
+    /**
+     * Opening a document must not CHANGE it. ProseMirror appends an empty paragraph to any doc that
+     * does not end in one, so a seed ending on a list, heading, table, or rule used to be rewritten by
+     * the first client that bound to it — into the SHARED doc, where a trailing blank line cannot
+     * serialize, so the file never recorded it and nothing ever reconciled the two. Every client that
+     * seeded without seeing another's contribution stacked one more; a real document accumulated 18
+     * against the placeholder's 1, and the pane jumped by that much the moment the live editor took
+     * over. Seeding in the editor's own normal form is what makes the bind a no-op.
+     */
+    it.each([
+      ['ends with a list', '# T\n\nbody\n\n- a\n- b'],
+      ['ends with a heading', '# T\n\nbody\n\n## Tail'],
+      ['ends with a table', '# T\n\n| a | b |\n| --- | --- |\n| 1 | 2 |'],
+      ['ends with a rule', '# T\n\nbody\n\n---'],
+      ['ends with a paragraph', '# T\n\nbody'],
+      ['ends with a blank line', '# T\n\nbody\n\n\n\n'],
+    ])('binding an editor to the seed changes nothing: %s', (_label, md) => {
+      const doc = markdownToYDoc(md)
+      const before = doc.getXmlFragment(COLLAB_DOC_FIELD).length
+      const awareness = new Awareness(doc)
+      const editor = new Editor({
+        extensions: createMarkdownEditorExtensions({
+          placeholder: '',
+          embeds: true,
+          collaboration: {
+            doc,
+            awareness,
+            user: { name: 'U', color: '#fff', clientId: doc.clientID },
+          },
+        }),
+      })
+
+      expect(doc.getXmlFragment(COLLAB_DOC_FIELD).length).toBe(before)
+
+      editor.destroy()
+      awareness.destroy()
+      doc.destroy()
+    })
+  })
+
   it('applies new content into an existing doc (agent write)', () => {
     const ydoc = markdownToYDoc('# Hello\n\nWorld.')
     applyMarkdownToYDoc(ydoc, '# Hello\n\nWorld and then some more.')
diff --git a/apps/sim/lib/collab-doc/converter.ts b/apps/sim/lib/collab-doc/converter.ts
index 65ceb88cade..f90c6305c1a 100644
--- a/apps/sim/lib/collab-doc/converter.ts
+++ b/apps/sim/lib/collab-doc/converter.ts
@@ -14,10 +14,10 @@ import {
   postProcessSerializedMarkdown,
 } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity'
 import {
-  parseMarkdownToDoc,
+  editorNormalForm,
   serializeDocToMarkdown,
 } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse'
-import { COLLAB_DOC_FIELD } from './normalize'
+import { COLLAB_DOC_FIELD } from './field'
 
 /**
  * Server-side conversion between a file's markdown and its collaborative Yjs document.
@@ -75,8 +75,7 @@ function ensureDomForTipTap(): void {
 /** Convert a file's markdown to a fresh collaborative {@link Y.Doc} (cold-start seed). */
 export function markdownToYDoc(markdown: string): Y.Doc {
   ensureDomForTipTap()
-  const json = parseMarkdownToDoc(markdown)
-  return prosemirrorJSONToYDoc(markdownSchema(), json, COLLAB_DOC_FIELD)
+  return prosemirrorJSONToYDoc(markdownSchema(), editorNormalForm(markdown), COLLAB_DOC_FIELD)
 }
 
 /** Project a collaborative {@link Y.Doc}'s BODY back to markdown (no frontmatter). */
@@ -102,6 +101,49 @@ export function yDocToFileMarkdown(ydoc: Y.Doc): string {
   )
 }
 
+/**
+ * Converge a collaborative {@link Y.Doc} onto its own markdown projection — the document's CANONICAL
+ * form — and report whether anything changed.
+ *
+ * A ProseMirror document is strictly richer than markdown, so `parse ∘ serialize` is not the identity:
+ * trailing empty paragraphs are collapsed by `postProcessSerializedMarkdown`, a blank run past the parse
+ * bound is truncated, and a document that must parse whole (raw HTML, reference definitions) keeps no
+ * empty paragraphs at all. A CRDT holding any such state describes a document its own markdown cannot
+ * reproduce — so the file renders one way from the live doc and another from the durable bytes, and the
+ * difference surfaces as the editor reflowing a beat after it paints, then silently discarding the
+ * spacing once the room goes cold.
+ *
+ * The fix is to keep the CRDT inside the image of the parse. Defining canonical as "what the round-trip
+ * produces" rather than as a hand-written list of what markdown cannot hold is what makes this
+ * self-maintaining: every future gap between the two representations is absorbed here automatically,
+ * with no second place to update. Idempotent by construction — a canonical doc projects to markdown that
+ * parses back to itself, so a second call is a no-op — and it applies the difference through
+ * {@link applyMarkdownToYDoc}, so it is a minimal CRDT diff rather than a replacement.
+ *
+ * Call this on a DETACHED doc (a decoded snapshot), never on a live room: it is a correctness pass for
+ * durable artifacts, and converging a document somebody is typing into would move their caret.
+ *
+ * "Changed" is decided on the DOCUMENT, not on its markdown. Comparing projections looks equivalent and
+ * is not: the repairs this pass exists to make are precisely the ones markdown cannot express, so a
+ * markdown-equality check is blind to them. Concretely, appending the trailing paragraph
+ * {@link editorNormalForm} requires serializes to a trailing blank line that
+ * `postProcessSerializedMarkdown` collapses — so every doc ending on a list, heading, table, or rule was
+ * repaired here and still reported unchanged, and both callers key their re-encode off that flag. The
+ * cached snapshot then kept the UNREPAIRED bytes, which is the one path back into the stacking-empties
+ * bug this pass was written to close.
+ */
+export function canonicalizeYDoc(ydoc: Y.Doc): boolean {
+  ensureDomForTipTap()
+  const before = yDocToProsemirrorJSON(ydoc, COLLAB_DOC_FIELD)
+  // Converge on the body that will actually be WRITTEN, post-process included — the same pass
+  // `yDocToFileMarkdown` applies. Targeting the bare serializer output would define canonical against a
+  // string the file never contains, so the fidelity fixes that pass makes (empty list markers that
+  // re-parse wrong, backslash-escaped callout markers) would sit outside the fixed point this exists to
+  // establish, and the live doc could settle on a shape the durable bytes do not reproduce.
+  applyMarkdownToYDoc(ydoc, postProcessSerializedMarkdown(serializeDocToMarkdown(before)))
+  return JSON.stringify(yDocToProsemirrorJSON(ydoc, COLLAB_DOC_FIELD)) !== JSON.stringify(before)
+}
+
 /**
  * Apply new markdown content into an EXISTING collaborative {@link Y.Doc} as a minimal CRDT diff,
  * merging with any concurrent user edits rather than replacing the document. This is how the agent
@@ -112,7 +154,7 @@ export function yDocToFileMarkdown(ydoc: Y.Doc): string {
 export function applyMarkdownToYDoc(ydoc: Y.Doc, markdown: string): void {
   ensureDomForTipTap()
   const schema = markdownSchema()
-  const target = ProseMirrorNode.fromJSON(schema, parseMarkdownToDoc(markdown))
+  const target = ProseMirrorNode.fromJSON(schema, editorNormalForm(markdown))
   const fragment = ydoc.getXmlFragment(COLLAB_DOC_FIELD)
   // `updateYFragment` diffs against the fragment's CURRENT content, so it needs the fragment↔PM
   // binding metadata (the element/mark mapping the live editor's ySyncPlugin normally maintains).
diff --git a/apps/sim/lib/collab-doc/field.ts b/apps/sim/lib/collab-doc/field.ts
new file mode 100644
index 00000000000..b67e7229f10
--- /dev/null
+++ b/apps/sim/lib/collab-doc/field.ts
@@ -0,0 +1,8 @@
+/**
+ * The Yjs `XmlFragment` name TipTap's Collaboration extension binds to (its default `field`). The
+ * client configures `Collaboration.configure({ document })` with no explicit `field`, so it uses
+ * TipTap's default, `'default'`. Server-side conversion, seeding, and persistence MUST target the same
+ * fragment or the client would sync an empty document — so this is the single canonical source consumed
+ * by both bundles (it has no imports, making it safe from client and server alike).
+ */
+export const COLLAB_DOC_FIELD = 'default'
diff --git a/apps/sim/lib/collab-doc/normalize.test.ts b/apps/sim/lib/collab-doc/normalize.test.ts
deleted file mode 100644
index f57bad15c72..00000000000
--- a/apps/sim/lib/collab-doc/normalize.test.ts
+++ /dev/null
@@ -1,127 +0,0 @@
-/**
- * @vitest-environment node
- */
-import { describe, expect, it } from 'vitest'
-import * as Y from 'yjs'
-import { COLLAB_DOC_FIELD, stripEmptyTopLevelParagraphs } from './normalize'
-
-/** Build a top-level element with the given tag and optional text content. */
-function element(tag: string, text?: string): Y.XmlElement {
-  const el = new Y.XmlElement(tag)
-  if (text !== undefined) el.insert(0, [new Y.XmlText(text)])
-  return el
-}
-
-/** Recursively concatenate the visible text of a Yjs XML node. */
-function textOf(node: Y.XmlElement | Y.XmlText | Y.XmlHook): string {
-  if (node instanceof Y.XmlText) return node.toString()
-  if (node instanceof Y.XmlElement) {
-    let text = ''
-    for (let i = 0; i < node.length; i++) text += textOf(node.get(i))
-    return text
-  }
-  return ''
-}
-
-/** The ordered list of top-level `[tag, text]` pairs currently in a doc's body fragment. */
-function structure(doc: Y.Doc): Array<[string, string]> {
-  const fragment = doc.getXmlFragment(COLLAB_DOC_FIELD)
-  const out: Array<[string, string]> = []
-  for (let i = 0; i < fragment.length; i++) {
-    const node = fragment.get(i)
-    out.push([node instanceof Y.XmlElement ? node.nodeName! : 'text', textOf(node)])
-  }
-  return out
-}
-
-describe('stripEmptyTopLevelParagraphs', () => {
-  it('removes interior empty paragraphs while preserving content and order (production repro)', () => {
-    // Mirrors the persisted snapshot for random_data.md: a description paragraph, TWO consecutive empty
-    // paragraphs (the reported "two spaces"), then a bullet list, then another interior empty paragraph.
-    const doc = new Y.Doc()
-    const fragment = doc.getXmlFragment(COLLAB_DOC_FIELD)
-    fragment.insert(0, [
-      element('paragraph', 'A small collection of sample data.'),
-      element('paragraph'),
-      element('paragraph'),
-      element('bulletList', 'list'),
-      element('paragraph'),
-      element('paragraph', 'trailing content'),
-    ])
-
-    expect(stripEmptyTopLevelParagraphs(doc)).toBe(true)
-    expect(structure(doc)).toEqual([
-      ['paragraph', 'A small collection of sample data.'],
-      ['bulletList', 'list'],
-      ['paragraph', 'trailing content'],
-    ])
-    doc.destroy()
-  })
-
-  it('is idempotent — a second pass finds nothing to remove', () => {
-    const doc = new Y.Doc()
-    doc
-      .getXmlFragment(COLLAB_DOC_FIELD)
-      .insert(0, [element('paragraph'), element('paragraph', 'body')])
-
-    expect(stripEmptyTopLevelParagraphs(doc)).toBe(true)
-    expect(stripEmptyTopLevelParagraphs(doc)).toBe(false)
-    expect(structure(doc)).toEqual([['paragraph', 'body']])
-    doc.destroy()
-  })
-
-  it('returns false and mutates nothing when there are no top-level empty paragraphs', () => {
-    const doc = new Y.Doc()
-    doc
-      .getXmlFragment(COLLAB_DOC_FIELD)
-      .insert(0, [element('heading', 'Title'), element('paragraph', 'body')])
-
-    expect(stripEmptyTopLevelParagraphs(doc)).toBe(false)
-    expect(structure(doc)).toEqual([
-      ['heading', 'Title'],
-      ['paragraph', 'body'],
-    ])
-    doc.destroy()
-  })
-
-  it('leaves an empty paragraph nested inside another block untouched (only top-level is stripped)', () => {
-    const doc = new Y.Doc()
-    const listItem = new Y.XmlElement('listItem')
-    listItem.insert(0, [new Y.XmlElement('paragraph')]) // an empty paragraph BELOW the fragment root
-    const list = new Y.XmlElement('bulletList')
-    list.insert(0, [listItem])
-    doc.getXmlFragment(COLLAB_DOC_FIELD).insert(0, [list])
-
-    expect(stripEmptyTopLevelParagraphs(doc)).toBe(false)
-    const nestedList = doc.getXmlFragment(COLLAB_DOC_FIELD).get(0) as Y.XmlElement
-    const nestedItem = nestedList.get(0) as Y.XmlElement
-    expect(nestedItem.get(0)).toBeInstanceOf(Y.XmlElement)
-    expect((nestedItem.get(0) as Y.XmlElement).nodeName).toBe('paragraph')
-    doc.destroy()
-  })
-
-  it('survives an encode/decode round-trip preserving CRDT ids and the config map (seed-repair path)', () => {
-    const original = new Y.Doc()
-    original
-      .getXmlFragment(COLLAB_DOC_FIELD)
-      .insert(0, [element('paragraph', 'kept'), element('paragraph')])
-    original.getMap('config').set('initialContentLoaded', true)
-    original.getMap('config').set('frontmatter', 'title: x')
-    const before = Y.encodeStateAsUpdate(original)
-    original.destroy()
-
-    // Repair exactly as normalizeSeedUpdate does: apply → strip → re-encode.
-    const repair = new Y.Doc()
-    Y.applyUpdate(repair, before)
-    expect(stripEmptyTopLevelParagraphs(repair)).toBe(true)
-    const after = Y.encodeStateAsUpdate(repair)
-    repair.destroy()
-
-    const seeded = new Y.Doc()
-    Y.applyUpdate(seeded, after)
-    expect(structure(seeded)).toEqual([['paragraph', 'kept']])
-    expect(seeded.getMap('config').get('initialContentLoaded')).toBe(true)
-    expect(seeded.getMap('config').get('frontmatter')).toBe('title: x')
-    seeded.destroy()
-  })
-})
diff --git a/apps/sim/lib/collab-doc/normalize.ts b/apps/sim/lib/collab-doc/normalize.ts
deleted file mode 100644
index a82075f79be..00000000000
--- a/apps/sim/lib/collab-doc/normalize.ts
+++ /dev/null
@@ -1,43 +0,0 @@
-import * as Y from 'yjs'
-
-/**
- * The Yjs `XmlFragment` name TipTap's Collaboration extension binds to (its default `field`). The
- * client configures `Collaboration.configure({ document })` with no explicit `field`, so it uses
- * TipTap's default, `'default'`. Server-side conversion, seeding, and persistence MUST target the same
- * fragment or the client would sync an empty document — so this is the single canonical source consumed
- * by both bundles (it imports only `yjs`, making it safe from client and server alike).
- */
-export const COLLAB_DOC_FIELD = 'default'
-
-/**
- * Remove every top-level empty paragraph (a `paragraph` element with no children) from a collaborative
- * document's body fragment, returning whether it deleted any.
- *
- * The markdown parse pipeline strips these from EVERY parse target (see `stripEmptyParagraphs` in
- * `markdown-parse.ts`): in markdown a run of blank lines between blocks is insignificant, so the static
- * placeholder, the download, and every standard renderer show no interior blank. A cached Yjs snapshot,
- * however, is a raw CRDT binary that bypasses that parse — so it can preserve an empty-paragraph node the
- * re-parse would have dropped. When a warm room seeds from such a snapshot, the empty paragraph surfaces
- * as a stray blank line appearing once the doc settles, diverging from the placeholder that was shown
- * first. Enforcing the same no-top-level-empty-paragraph invariant on the Yjs side keeps the live
- * collaborative doc rendering identically to the markdown re-parse.
- *
- * Idempotent, and only TOP-LEVEL paragraphs are touched — blank lines that carry meaning inside a
- * construct (e.g. a loose list) live below the fragment root and are left alone. Runs its own Yjs
- * transaction so the deletions commit atomically, iterating the fragment back-to-front so a deletion
- * never shifts a not-yet-checked index.
- */
-export function stripEmptyTopLevelParagraphs(doc: Y.Doc): boolean {
-  const fragment = doc.getXmlFragment(COLLAB_DOC_FIELD)
-  let removed = false
-  doc.transact(() => {
-    for (let i = fragment.length - 1; i >= 0; i--) {
-      const node = fragment.get(i)
-      if (node instanceof Y.XmlElement && node.nodeName === 'paragraph' && node.length === 0) {
-        fragment.delete(i, 1)
-        removed = true
-      }
-    }
-  })
-  return removed
-}
diff --git a/apps/sim/lib/collab-doc/persist.test.ts b/apps/sim/lib/collab-doc/persist.test.ts
new file mode 100644
index 00000000000..96f1f4af931
--- /dev/null
+++ b/apps/sim/lib/collab-doc/persist.test.ts
@@ -0,0 +1,271 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import * as Y from 'yjs'
+
+const {
+  mockGetWorkspaceFile,
+  mockFetchBuffer,
+  mockUpdateContent,
+  mockSaveState,
+  mockStateSourceHash,
+  ContentVersionConflictError,
+} = vi.hoisted(() => ({
+  mockGetWorkspaceFile: vi.fn(),
+  mockFetchBuffer: vi.fn(),
+  mockUpdateContent: vi.fn(),
+  mockSaveState: vi.fn(),
+  mockStateSourceHash: vi.fn(),
+  ContentVersionConflictError: class ContentVersionConflictError extends Error {},
+}))
+
+vi.mock('@/lib/uploads/contexts/workspace', () => ({
+  ContentVersionConflictError,
+  getWorkspaceFile: mockGetWorkspaceFile,
+  fetchWorkspaceFileBuffer: mockFetchBuffer,
+  updateWorkspaceFileContent: mockUpdateContent,
+}))
+
+vi.mock('./collab-state', () => ({
+  hashMarkdown: (buffer: Buffer) => `hash:${buffer.toString('utf-8')}`,
+  saveCollabDocState: mockSaveState,
+  collabDocStateSourceHash: mockStateSourceHash,
+}))
+
+import { markdownToYDoc, yDocToFileMarkdown } from './converter'
+import { persistFileDoc } from './persist'
+
+const VERSION = new Date('2026-01-01T00:00:00.000Z')
+
+/** The exact bytes `persistFileDoc` would project from a doc seeded with `md`. */
+function projectionOf(md: string): Buffer {
+  const doc = markdownToYDoc(md)
+  try {
+    return Buffer.from(yDocToFileMarkdown(doc), 'utf-8')
+  } finally {
+    doc.destroy()
+  }
+}
+
+function stateOf(md: string): Uint8Array {
+  const doc = markdownToYDoc(md)
+  try {
+    return Y.encodeStateAsUpdate(doc)
+  } finally {
+    doc.destroy()
+  }
+}
+
+describe('persistFileDoc — no-op writes', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockSaveState.mockResolvedValue(undefined)
+    mockStateSourceHash.mockResolvedValue(null)
+  })
+
+  function stubFile(durable: Buffer) {
+    mockGetWorkspaceFile.mockResolvedValue({
+      id: 'file-1',
+      name: 'note.md',
+      key: 'k',
+      size: durable.length,
+      updatedAt: VERSION,
+      contentUpdatedAt: VERSION,
+    })
+    mockFetchBuffer.mockResolvedValue(durable)
+  }
+
+  /**
+   * Opening a file emits a Yjs update of its own (y-tiptap normalizes node attributes on bind), which
+   * schedules a persist whose markdown is byte-identical to the file. Writing it would rewrite the file
+   * under a fresh storage key and delete the old object, 404ing every reader still holding it — the
+   * page's own first content read included.
+   */
+  it('writes nothing when the projection already matches the durable bytes', async () => {
+    const md = '# Title\n\nbody\n\n- [ ] task'
+    stubFile(projectionOf(md))
+
+    const result = await persistFileDoc('ws-1', 'file-1', 'user-1', stateOf(md), VERSION.getTime())
+
+    expect(mockUpdateContent).not.toHaveBeenCalled()
+    expect(result).toEqual({ status: 'persisted', version: VERSION.getTime() })
+  })
+
+  it('reports the CURRENT durable version on a no-op, resyncing a stale If-Match instead of conflicting', async () => {
+    const md = 'a\n\nb'
+    stubFile(projectionOf(md))
+
+    const result = await persistFileDoc(
+      'ws-1',
+      'file-1',
+      'user-1',
+      stateOf(md),
+      VERSION.getTime() - 5000
+    )
+
+    expect(mockUpdateContent).not.toHaveBeenCalled()
+    expect(result).toEqual({ status: 'persisted', version: VERSION.getTime() })
+  })
+
+  it('still refreshes the cached snapshot on a no-op, so a cold open seeds from the canonical binary', async () => {
+    const md = 'a\n\nb'
+    stubFile(projectionOf(md))
+
+    await persistFileDoc('ws-1', 'file-1', 'user-1', stateOf(md), VERSION.getTime())
+
+    expect(mockSaveState).toHaveBeenCalledWith(
+      'file-1',
+      expect.anything(),
+      `hash:${projectionOf(md).toString('utf-8')}`
+    )
+  })
+
+  it('writes when the content actually changed', async () => {
+    stubFile(projectionOf('a\n\nb'))
+    mockUpdateContent.mockResolvedValue({
+      contentUpdatedAt: new Date(VERSION.getTime() + 1000),
+      updatedAt: new Date(VERSION.getTime() + 1000),
+    })
+
+    const result = await persistFileDoc(
+      'ws-1',
+      'file-1',
+      'user-1',
+      stateOf('a\n\nb\n\nc'),
+      VERSION.getTime()
+    )
+
+    expect(mockUpdateContent).toHaveBeenCalledTimes(1)
+    expect(result).toEqual({ status: 'persisted', version: VERSION.getTime() + 1000 })
+  })
+
+  it('skips the compare read entirely when the byte count already differs', async () => {
+    stubFile(Buffer.from('a shorter file', 'utf-8'))
+    mockUpdateContent.mockResolvedValue({
+      contentUpdatedAt: new Date(VERSION.getTime() + 1000),
+      updatedAt: new Date(VERSION.getTime() + 1000),
+    })
+
+    await persistFileDoc(
+      'ws-1',
+      'file-1',
+      'user-1',
+      stateOf('# A much longer document\n\nbody'),
+      VERSION.getTime()
+    )
+
+    expect(mockFetchBuffer).not.toHaveBeenCalled()
+    expect(mockUpdateContent).toHaveBeenCalledTimes(1)
+  })
+
+  it('falls through to the write when the durable bytes cannot be read', async () => {
+    const md = 'a\n\nb'
+    const durable = projectionOf(md)
+    mockGetWorkspaceFile.mockResolvedValue({
+      id: 'file-1',
+      name: 'note.md',
+      key: 'k',
+      size: durable.length,
+      updatedAt: VERSION,
+      contentUpdatedAt: VERSION,
+    })
+    mockFetchBuffer.mockRejectedValue(new Error('storage unavailable'))
+    mockUpdateContent.mockResolvedValue({
+      contentUpdatedAt: new Date(VERSION.getTime() + 1000),
+      updatedAt: new Date(VERSION.getTime() + 1000),
+    })
+
+    await persistFileDoc('ws-1', 'file-1', 'user-1', stateOf(md), VERSION.getTime())
+
+    expect(mockUpdateContent).toHaveBeenCalledTimes(1)
+  })
+})
+
+/**
+ * The If-Match token is a REMEMBERED timestamp — held in the relay's room (lost with the room) and in a
+ * cluster key written best-effort — so a relay that exits just after a successful write comes back with
+ * a version older than the file's. Every persist then fails the CAS, and because a conflict neither
+ * writes nor advances the token, the document can never be persisted again: the durable markdown
+ * freezes, and every reload paints that stale markdown before the live document corrects it on screen.
+ */
+describe('persistFileDoc — a stale token is not an out-of-band write', () => {
+  const NEWER = new Date(VERSION.getTime() + 60_000)
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockSaveState.mockResolvedValue(undefined)
+  })
+
+  /** The file is at `NEWER` (durable = `durableMd`), while the caller still believes `VERSION`. */
+  function stubConflict(durableMd: string) {
+    const durable = projectionOf(durableMd)
+    mockGetWorkspaceFile.mockResolvedValue({
+      id: 'file-1',
+      name: 'note.md',
+      key: 'k',
+      // A different size than the projection under test, so the no-op compare never short-circuits.
+      size: durable.length + 999,
+      updatedAt: NEWER,
+      contentUpdatedAt: NEWER,
+    })
+    mockFetchBuffer.mockResolvedValue(durable)
+    mockUpdateContent.mockImplementation(async (..._args: unknown[]) => {
+      const options = _args[5] as { expectedUpdatedAt?: Date }
+      if (options?.expectedUpdatedAt?.getTime() !== NEWER.getTime()) {
+        throw new ContentVersionConflictError('stale')
+      }
+      return { contentUpdatedAt: new Date(NEWER.getTime() + 1), updatedAt: NEWER }
+    })
+    return durable
+  }
+
+  it('writes anyway when the file still holds the bytes this document last projected', async () => {
+    const durable = stubConflict('a\n\nb')
+    // The cached doc state was tagged with exactly these bytes: nobody else has written since.
+    mockStateSourceHash.mockResolvedValue(`hash:${durable.toString('utf-8')}`)
+
+    const result = await persistFileDoc(
+      'ws-1',
+      'file-1',
+      'user-1',
+      stateOf('a\n\nb\n\nmoved'),
+      VERSION.getTime()
+    )
+
+    expect(result).toEqual({ status: 'persisted', version: NEWER.getTime() + 1 })
+    // Once with the stale token (rejected), once with the file's real version.
+    expect(mockUpdateContent).toHaveBeenCalledTimes(2)
+  })
+
+  it('still refuses when the file holds someone else’s content', async () => {
+    stubConflict('a\n\nb')
+    mockStateSourceHash.mockResolvedValue('hash:something this document never wrote')
+
+    const result = await persistFileDoc(
+      'ws-1',
+      'file-1',
+      'user-1',
+      stateOf('a\n\nb\n\nmoved'),
+      VERSION.getTime()
+    )
+
+    expect(result).toEqual({ status: 'conflict' })
+    expect(mockUpdateContent).toHaveBeenCalledTimes(1)
+  })
+
+  it('refuses when nothing was ever cached, so there is no proof of authorship', async () => {
+    stubConflict('a\n\nb')
+    mockStateSourceHash.mockResolvedValue(null)
+
+    const result = await persistFileDoc(
+      'ws-1',
+      'file-1',
+      'user-1',
+      stateOf('a\n\nb\n\nmoved'),
+      VERSION.getTime()
+    )
+
+    expect(result).toEqual({ status: 'conflict' })
+  })
+})
diff --git a/apps/sim/lib/collab-doc/persist.ts b/apps/sim/lib/collab-doc/persist.ts
index 357e3d20a47..2e8e9692ff4 100644
--- a/apps/sim/lib/collab-doc/persist.ts
+++ b/apps/sim/lib/collab-doc/persist.ts
@@ -3,12 +3,12 @@ import { getErrorMessage } from '@sim/utils/errors'
 import * as Y from 'yjs'
 import {
   ContentVersionConflictError,
+  fetchWorkspaceFileBuffer,
   getWorkspaceFile,
   updateWorkspaceFileContent,
 } from '@/lib/uploads/contexts/workspace'
-import { hashMarkdown, saveCollabDocState } from './collab-state'
-import { yDocToFileMarkdown } from './converter'
-import { stripEmptyTopLevelParagraphs } from './normalize'
+import { collabDocStateSourceHash, hashMarkdown, saveCollabDocState } from './collab-state'
+import { canonicalizeYDoc, yDocToFileMarkdown } from './converter'
 
 const logger = createLogger('FileDocPersist')
 
@@ -69,20 +69,51 @@ export async function persistFileDoc(
 
   const ydoc = new Y.Doc()
   let markdownBuffer: Buffer
-  // The Yjs snapshot cached below (`saveCollabDocState`) seeds a later cold room open directly, so it
-  // must never carry structure the markdown re-parse would strip — a top-level empty paragraph left in
-  // the snapshot resurfaces as a stray blank line when that warm doc settles, diverging from the static
-  // placeholder. Normalize it out here so the cached binary matches the durable markdown by construction.
+  // The snapshot cached below seeds a later cold room directly, so it must describe the same document
+  // the durable markdown does — otherwise a warm open renders structure the markdown cannot reproduce
+  // and the doc reflows once it settles. `canonicalizeYDoc` converges this DETACHED copy onto its own
+  // markdown projection, which is exactly that guarantee, and leaves the live room untouched.
   let cachedDocState = docState
   try {
     Y.applyUpdate(ydoc, docState)
-    if (stripEmptyTopLevelParagraphs(ydoc)) cachedDocState = Y.encodeStateAsUpdate(ydoc)
+    if (canonicalizeYDoc(ydoc)) cachedDocState = Y.encodeStateAsUpdate(ydoc)
     markdownBuffer = Buffer.from(yDocToFileMarkdown(ydoc), 'utf-8')
   } finally {
     ydoc.destroy()
   }
 
-  try {
+  // A persist that would write the bytes already on disk is skipped entirely. Binding an editor to a
+  // seeded document emits a Yjs update of its own — y-tiptap normalizes node attributes on bind — so
+  // simply OPENING a file schedules a save whose projection is byte-identical to the file. Writing it
+  // is not free: `updateWorkspaceFileContent` uploads under a FRESH storage key, repoints the row, and
+  // deletes the old object, so every reader still holding the previous key 404s. That is the stray
+  // not-found a page sees on open, racing its own first content read.
+  //
+  // Length is the free reject — a real edit almost never lands on the same byte count — so the compare
+  // read happens only when a no-op write is actually on the table. Unchanged content means there is
+  // nothing to clobber, so this reports the file's CURRENT durable version rather than conflicting on a
+  // stale `expectedVersion`: it resynchronizes the relay's If-Match token instead of stranding it.
+  if (record.size === markdownBuffer.length) {
+    const current = await fetchWorkspaceFileBuffer(record).catch(() => null)
+    if (current?.equals(markdownBuffer)) {
+      // Still refresh the cached snapshot: the markdown is unchanged (so its `sourceHash` tag stays
+      // valid) but the doc state may have just been canonicalized, and a cold open should seed from
+      // the repaired binary rather than the one that needed repairing.
+      try {
+        await saveCollabDocState(fileId, cachedDocState, hashMarkdown(markdownBuffer))
+      } catch (error) {
+        logger.warn(`Failed to cache collab doc state for file ${fileId}`, {
+          error: getErrorMessage(error),
+        })
+      }
+      return {
+        status: 'persisted',
+        version: (record.contentUpdatedAt ?? record.updatedAt).getTime(),
+      }
+    }
+  }
+
+  const write = async (ifMatch: number): Promise<PersistFileDocResult> => {
     const updated = await updateWorkspaceFileContent(
       workspaceId,
       fileId,
@@ -93,7 +124,7 @@ export async function persistFileDoc(
         // This write IS the projection of the live doc, so re-merging it into that same doc would loop.
         syncLiveDoc: false,
         // If-Match: only if the durable file is still at the version the live doc synced from.
-        expectedUpdatedAt: expectedVersion !== undefined ? new Date(expectedVersion) : undefined,
+        expectedUpdatedAt: new Date(ifMatch),
         secretProvenancePolicy: { mode: 'preserve' },
       }
     )
@@ -119,15 +150,60 @@ export async function persistFileDoc(
       status: 'persisted',
       version: (updated.contentUpdatedAt ?? updated.updatedAt).getTime(),
     }
+  }
+
+  try {
+    return await write(expectedVersion)
   } catch (error) {
     if (!(error instanceof ContentVersionConflictError)) throw error
-    // Out-of-band content change since the live doc last synced — DON'T clobber. The relay leaves the
-    // durable content authoritative and does NOT re-persist or advance its synced version here (a later
-    // flush reconciles once the chokepoint merge lands), so it reads nothing off this result beyond the
-    // `conflict` status — no durable version re-read is needed.
+    return recoverFromVersionConflict(workspaceId, fileId, markdownBuffer, write)
+  }
+}
+
+/**
+ * A stale If-Match does not prove someone else wrote the file — so ask the CONTENT, not the clock.
+ *
+ * The relay's token is a remembered timestamp: it lives in the room (lost when the room is dropped) and
+ * in a cluster key written best-effort, so a process that dies in the moments after a successful write
+ * comes back holding a version older than the file's. Every later persist then fails the CAS, and
+ * because a conflict deliberately neither writes nor advances the token, the room can never persist
+ * again: the session's edits stay in the stream, the durable markdown freezes at the last write, and
+ * every reload renders that stale markdown before the live document corrects it on screen.
+ *
+ * The guard exists to protect content the live document has never seen. The file's own bytes settle
+ * that directly: if they hash to what this document last projected ({@link collabDocStateSourceHash},
+ * written with every successful persist), then nothing out-of-band exists and the write is safe — retry
+ * it once against the file's current version. If they hash to anything else, the change is real, the
+ * conflict stands, and the durable content stays authoritative exactly as before.
+ */
+async function recoverFromVersionConflict(
+  workspaceId: string,
+  fileId: string,
+  markdownBuffer: Buffer,
+  write: (ifMatch: number) => Promise<PersistFileDocResult>
+): Promise<PersistFileDocResult> {
+  const conflict = (): PersistFileDocResult => {
     logger.warn(
       `Persist conflict for file ${fileId}; durable content changed out-of-band since sync`
     )
     return { status: 'conflict' }
   }
+  try {
+    const current = await getWorkspaceFile(workspaceId, fileId, { throwOnError: true })
+    if (!current) return { status: 'missing' }
+    const durable = await fetchWorkspaceFileBuffer(current)
+    if (hashMarkdown(durable) !== (await collabDocStateSourceHash(fileId))) return conflict()
+    logger.info(
+      `Persist token for file ${fileId} was stale, not the file; re-syncing and writing the projection`
+    )
+    return await write((current.contentUpdatedAt ?? current.updatedAt).getTime())
+  } catch (error) {
+    // Including a SECOND conflict: something wrote the file during the recovery, which is the very
+    // change the guard exists for.
+    if (error instanceof ContentVersionConflictError) return conflict()
+    logger.warn(`Persist conflict recovery failed for file ${fileId}`, {
+      error: getErrorMessage(error),
+    })
+    return conflict()
+  }
 }
diff --git a/apps/sim/lib/collab-doc/seed.test.ts b/apps/sim/lib/collab-doc/seed.test.ts
index 28e8562464a..be67bab3f73 100644
--- a/apps/sim/lib/collab-doc/seed.test.ts
+++ b/apps/sim/lib/collab-doc/seed.test.ts
@@ -2,13 +2,16 @@
  * @vitest-environment jsdom
  */
 import { FILE_DOC_SEED } from '@sim/realtime-protocol/file-doc'
+import { getSchema } from '@tiptap/core'
+import { prosemirrorJSONToYDoc } from '@tiptap/y-tiptap'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import * as Y from 'yjs'
 
-const { mockGetWorkspaceFile, mockFetchBuffer, mockLoadFresh } = vi.hoisted(() => ({
+const { mockGetWorkspaceFile, mockFetchBuffer, mockLoadState, mockSaveState } = vi.hoisted(() => ({
   mockGetWorkspaceFile: vi.fn(),
   mockFetchBuffer: vi.fn(),
-  mockLoadFresh: vi.fn(),
+  mockLoadState: vi.fn(),
+  mockSaveState: vi.fn(),
 }))
 
 vi.mock('@/lib/uploads/contexts/workspace', () => ({
@@ -20,11 +23,17 @@ vi.mock('@/lib/uploads/contexts/workspace', () => ({
 // tests cover the markdown → Yjs conversion path (the cache-hit fast path has its own test below).
 vi.mock('./collab-state', () => ({
   hashMarkdown: () => 'test-source-hash',
-  loadFreshCollabDocState: mockLoadFresh,
+  loadCollabDocState: mockLoadState,
+  saveCollabDocState: mockSaveState,
 }))
 
-import { serializeMarkdownBody } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse'
-import { yDocToMarkdown } from './converter'
+import { createMarkdownContentExtensions } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/extensions'
+import {
+  parseMarkdownToDoc,
+  serializeMarkdownBody,
+} from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-parse'
+import { markdownToYDoc, yDocToMarkdown } from './converter'
+import { COLLAB_DOC_FIELD } from './field'
 import { buildFileDocSeed } from './seed'
 
 describe('buildFileDocSeed', () => {
@@ -37,8 +46,9 @@ describe('buildFileDocSeed', () => {
       context: 'workspace',
       updatedAt: new Date('2026-01-01T00:00:00.000Z'),
     })
-    // Default: no cached binary → the conversion path runs (the case these tests cover).
-    mockLoadFresh.mockResolvedValue(null)
+    // Default: nothing stored → the conversion path runs (the case these tests cover).
+    mockLoadState.mockResolvedValue(null)
+    mockSaveState.mockResolvedValue(undefined)
   })
 
   it('builds a seed whose applied update reproduces the file body (through the client engine)', async () => {
@@ -54,12 +64,17 @@ describe('buildFileDocSeed', () => {
 
   it('cold-start fast path: returns the cached binary directly without re-converting when it is fresh', async () => {
     // A cached binary derived from the current markdown → seed returns it verbatim (no conversion), the
-    // Hocuspocus load-document path that preserves the CRDT's client ids across reopens.
-    const cachedDoc = new Y.Doc()
+    // Hocuspocus load-document path that preserves the CRDT's client ids across reopens. Built through
+    // `markdownToYDoc` so it is in the canonical form persist caches; a hand-rolled doc would be
+    // repaired on the way through and this would assert the fast path while never taking it.
+    const cachedDoc = markdownToYDoc('# Anything')
     cachedDoc.getText('marker').insert(0, 'cached')
+    // Named, as anything the current seed stored would be — an unnamed document is rewritten once to
+    // give it an identity, which has its own test below.
+    cachedDoc.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.docIdKey, 'doc-already-named')
     const cached = Y.encodeStateAsUpdate(cachedDoc)
     mockFetchBuffer.mockResolvedValue(Buffer.from('# Anything', 'utf-8'))
-    mockLoadFresh.mockResolvedValue(cached)
+    mockLoadState.mockResolvedValue({ docState: cached, sourceHash: 'test-source-hash' })
 
     const seed = await buildFileDocSeed('ws-1', 'file-1')
 
@@ -67,13 +82,46 @@ describe('buildFileDocSeed', () => {
     const doc = new Y.Doc()
     Y.applyUpdate(doc, seed!.update)
     expect(doc.getText('marker').toString()).toBe('cached')
+    cachedDoc.destroy()
+  })
+
+  /**
+   * The freshness tag is a hash of the markdown alone, so a snapshot written under older parse rules
+   * still reads as fresh and would otherwise be replayed verbatim forever. Repairing it here is the only
+   * path that ever fixes one — and the repair has to be reported, or the caller hands back the bytes it
+   * just decided were wrong (which is how the cached path kept reseeding docs that were missing the
+   * editor's trailing paragraph, letting every binding client stack another).
+   */
+  it('repairs a cached snapshot that is not in the editor normal form', async () => {
+    const stale = prosemirrorJSONToYDoc(
+      getSchema(createMarkdownContentExtensions()),
+      // A raw parse — no trailing paragraph, which is exactly what a pre-normalization snapshot holds.
+      parseMarkdownToDoc('# T\n\nbody\n\n- a\n- b'),
+      COLLAB_DOC_FIELD
+    )
+    const cached = Y.encodeStateAsUpdate(stale)
+    mockFetchBuffer.mockResolvedValue(Buffer.from('# T\n\nbody\n\n- a\n- b', 'utf-8'))
+    mockLoadState.mockResolvedValue({ docState: cached, sourceHash: 'test-source-hash' })
+
+    const seed = await buildFileDocSeed('ws-1', 'file-1')
+
+    expect(seed?.update).not.toBe(cached)
+    const doc = new Y.Doc()
+    Y.applyUpdate(doc, seed!.update)
+    const fragment = doc.getXmlFragment(COLLAB_DOC_FIELD)
+    const last = fragment.get(fragment.length - 1)
+    expect(last instanceof Y.XmlElement && last.nodeName === 'paragraph' && last.length === 0).toBe(
+      true
+    )
+    stale.destroy()
+    doc.destroy()
   })
 
   it('falls through to conversion when the cache read fails (never blocks a cold open)', async () => {
     // The cache is a best-effort optimization over the durable markdown we already hold; a transient DB
     // error or a not-yet-migrated cache table must convert, not abort the seed.
     mockFetchBuffer.mockResolvedValue(Buffer.from('# Title\n\ntext.', 'utf-8'))
-    mockLoadFresh.mockRejectedValue(new Error('cache table missing'))
+    mockLoadState.mockRejectedValue(new Error('cache table missing'))
 
     const seed = await buildFileDocSeed('ws-1', 'file-1')
     expect(seed).not.toBeNull()
@@ -126,3 +174,144 @@ describe('buildFileDocSeed', () => {
     expect(mockGetWorkspaceFile).toHaveBeenCalledWith('ws-1', 'file-1', { throwOnError: true })
   })
 })
+
+/**
+ * One file, ONE collaborative document, for its whole life.
+ *
+ * Two documents built from the same markdown are not the same document to Yjs — their items carry
+ * different client ids — so a client still holding the first merges the two into the file twice over,
+ * and the relay persists that. The guard is never to build a second one: every load resumes the stored
+ * document, and a client checks the identity it is offered before it syncs.
+ */
+describe('buildFileDocSeed — document identity', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockGetWorkspaceFile.mockResolvedValue({
+      id: 'file-1',
+      name: 'note.md',
+      key: 'k',
+      context: 'workspace',
+      updatedAt: new Date('2026-01-01T00:00:00.000Z'),
+    })
+    mockLoadState.mockResolvedValue(null)
+    mockSaveState.mockResolvedValue(undefined)
+  })
+
+  const docIdOf = (update: Uint8Array): unknown => {
+    const doc = new Y.Doc()
+    try {
+      Y.applyUpdate(doc, update)
+      return doc.getMap(FILE_DOC_SEED.configMap).get(FILE_DOC_SEED.docIdKey)
+    } finally {
+      doc.destroy()
+    }
+  }
+
+  it('stores the document it builds, so the next open resumes it rather than building another', async () => {
+    // Until this row exists, a file that is opened but never edited gets a NEW document on every open.
+    mockFetchBuffer.mockResolvedValue(Buffer.from('# Title\n\nbody', 'utf-8'))
+
+    const seed = await buildFileDocSeed('ws-1', 'file-1')
+
+    expect(mockSaveState).toHaveBeenCalledWith('file-1', seed!.update, 'test-source-hash')
+    expect(typeof docIdOf(seed!.update)).toBe('string')
+  })
+
+  it('keeps the stored document’s identity when the markdown changed out-of-band', async () => {
+    // A copilot write (or the content API) moved the markdown on, so the stored binary is stale. It must
+    // be UPDATED, not replaced: the identity — and the client ids under it — have to survive.
+    const stored = markdownToYDoc('# Title\n\nbody')
+    stored.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.docIdKey, 'doc-original')
+    mockLoadState.mockResolvedValue({
+      docState: Y.encodeStateAsUpdate(stored),
+      sourceHash: 'a-hash-from-before-the-external-write',
+    })
+    mockFetchBuffer.mockResolvedValue(Buffer.from('# Title\n\nbody\n\nadded externally', 'utf-8'))
+
+    const seed = await buildFileDocSeed('ws-1', 'file-1')
+
+    expect(docIdOf(seed!.update)).toBe('doc-original')
+    const doc = new Y.Doc()
+    Y.applyUpdate(doc, seed!.update)
+    expect(yDocToMarkdown(doc)).toBe(serializeMarkdownBody('# Title\n\nbody\n\nadded externally'))
+    doc.destroy()
+    stored.destroy()
+  })
+
+  it('a client holding the resumed document merges it back without duplicating the file', async () => {
+    // The end-to-end property, stated the way it fails: a tab that outlived its room reconnects and
+    // syncs. Building a second document here appends the whole file to itself, on both sides.
+    const original = markdownToYDoc('# Title\n\nfirst\n\nsecond')
+    original.getMap(FILE_DOC_SEED.configMap).set(FILE_DOC_SEED.docIdKey, 'doc-original')
+    const client = new Y.Doc()
+    Y.applyUpdate(client, Y.encodeStateAsUpdate(original))
+
+    mockLoadState.mockResolvedValue({
+      docState: Y.encodeStateAsUpdate(original),
+      sourceHash: 'stale-after-an-external-write',
+    })
+    mockFetchBuffer.mockResolvedValue(Buffer.from('# Title\n\nfirst\n\nsecond', 'utf-8'))
+
+    const seed = await buildFileDocSeed('ws-1', 'file-1')
+    Y.applyUpdate(client, seed!.update)
+
+    expect(yDocToMarkdown(client)).toBe(serializeMarkdownBody('# Title\n\nfirst\n\nsecond'))
+    client.destroy()
+    original.destroy()
+  })
+
+  it('rebuilds from markdown when the stored document is unusable, rather than failing the seed', async () => {
+    mockLoadState.mockResolvedValue({
+      docState: new Uint8Array([9, 9, 9, 9]),
+      sourceHash: 'stale',
+    })
+    mockFetchBuffer.mockResolvedValue(Buffer.from('# Title\n\nbody', 'utf-8'))
+
+    const seed = await buildFileDocSeed('ws-1', 'file-1')
+
+    expect(seed).not.toBeNull()
+    const doc = new Y.Doc()
+    Y.applyUpdate(doc, seed!.update)
+    expect(yDocToMarkdown(doc)).toBe(serializeMarkdownBody('# Title\n\nbody'))
+    doc.destroy()
+  })
+
+  /**
+   * A document stored before identities existed is returned by the fast path on every open, so if it
+   * were named only where documents are BUILT those files would never acquire one — and the join-ack
+   * guard could never fire for them, which is the population most likely to have a tab that outlived
+   * its room. Naming it must also be stored, or every open would name it differently and the guard
+   * would refuse a client holding the very same document.
+   */
+  it('names a stored document that predates identities, once, and keeps that name', async () => {
+    const legacy = markdownToYDoc('# Legacy')
+    mockFetchBuffer.mockResolvedValue(Buffer.from('# Legacy', 'utf-8'))
+    mockLoadState.mockResolvedValue({
+      docState: Y.encodeStateAsUpdate(legacy),
+      sourceHash: 'test-source-hash',
+    })
+
+    const first = await buildFileDocSeed('ws-1', 'file-1')
+    const docId = docIdOf(first!.update)
+    expect(typeof docId).toBe('string')
+    expect(mockSaveState).toHaveBeenCalledWith('file-1', first!.update, 'test-source-hash')
+
+    // The next open finds it named and hands back the stored bytes untouched.
+    mockSaveState.mockClear()
+    mockLoadState.mockResolvedValue({ docState: first!.update, sourceHash: 'test-source-hash' })
+    const second = await buildFileDocSeed('ws-1', 'file-1')
+    expect(docIdOf(second!.update)).toBe(docId)
+    expect(mockSaveState).not.toHaveBeenCalled()
+    legacy.destroy()
+  })
+
+  it('still seeds when the document cannot be stored (the write is best-effort)', async () => {
+    mockFetchBuffer.mockResolvedValue(Buffer.from('# Title', 'utf-8'))
+    mockSaveState.mockRejectedValue(new Error('db down'))
+
+    const seed = await buildFileDocSeed('ws-1', 'file-1')
+
+    expect(seed).not.toBeNull()
+    expect(typeof docIdOf(seed!.update)).toBe('string')
+  })
+})
diff --git a/apps/sim/lib/collab-doc/seed.ts b/apps/sim/lib/collab-doc/seed.ts
index d0c7fa73f4d..adc10b1aa4a 100644
--- a/apps/sim/lib/collab-doc/seed.ts
+++ b/apps/sim/lib/collab-doc/seed.ts
@@ -1,12 +1,17 @@
 import { createLogger } from '@sim/logger'
 import { FILE_DOC_SEED } from '@sim/realtime-protocol/file-doc'
 import { getErrorMessage } from '@sim/utils/errors'
+import { generateId } from '@sim/utils/id'
 import * as Y from 'yjs'
 import { fetchWorkspaceFileBuffer, getWorkspaceFile } from '@/lib/uploads/contexts/workspace'
 import { splitFrontmatter } from '@/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/markdown-fidelity'
-import { hashMarkdown, loadFreshCollabDocState } from './collab-state'
-import { markdownToYDoc } from './converter'
-import { stripEmptyTopLevelParagraphs } from './normalize'
+import {
+  type CachedCollabDocState,
+  hashMarkdown,
+  loadCollabDocState,
+  saveCollabDocState,
+} from './collab-state'
+import { applyMarkdownToYDoc, canonicalizeYDoc, markdownToYDoc } from './converter'
 
 const logger = createLogger('FileDocSeed')
 
@@ -28,23 +33,65 @@ export interface FileDocSeed {
 }
 
 /**
- * Repair a cached Yjs snapshot before it seeds a room: strip any top-level empty paragraphs the markdown
- * re-parse would drop (see {@link stripEmptyTopLevelParagraphs}), so a warm seed renders identically to
- * the static placeholder and never surfaces a stray blank line once the doc settles. Returns the original
- * bytes untouched when the snapshot is already clean (the common case) — no re-encode cost — and a fresh
- * encode (preserving the CRDT's client ids, only adding tombstones for the removed empties) when it
- * repaired a legacy snapshot baked before this normalization existed.
+ * Bring a cached Yjs snapshot into canonical form before it seeds a room, so a warm open and a cold open
+ * render the same document as the static placeholder (see {@link canonicalizeYDoc}).
+ *
+ * The freshness tag is a hash of the markdown alone, carrying no parser version — so a snapshot written
+ * under older parse rules still reads as fresh and would otherwise be replayed verbatim, with no path
+ * that ever repairs it. Running the round-trip here is that repair, and it doubles as the bound on this
+ * branch: the cached path never calls `parseMarkdownToDoc`, so it is the one way into a room that the
+ * parse-side limits do not cover. Returns the original bytes untouched when the snapshot is already
+ * canonical AND already named (the common case) — no re-encode — and a fresh encode, preserving the
+ * CRDT's client ids, when it had to repair or name one.
+ *
+ * Naming happens here too, not only where a document is built: a document stored before identities
+ * existed is returned by this path on every open, so if it were skipped here those files would never
+ * acquire one and the join-ack guard could never fire for them — which is the population most likely to
+ * have a tab that outlived its room. `changed` tells the caller to store what it got back, so the
+ * identity is minted ONCE and every later open agrees with it (a re-minted one would make the guard
+ * refuse a client holding the very same document).
  */
-function normalizeSeedUpdate(cached: Uint8Array): Uint8Array {
+function prepareCachedSeed(cached: Uint8Array): { update: Uint8Array; changed: boolean } {
   const doc = new Y.Doc()
   try {
     Y.applyUpdate(doc, cached)
-    return stripEmptyTopLevelParagraphs(doc) ? Y.encodeStateAsUpdate(doc) : cached
+    const repaired = canonicalizeYDoc(doc)
+    const named = ensureDocumentIdentity(doc)
+    return repaired || named
+      ? { update: Y.encodeStateAsUpdate(doc), changed: true }
+      : { update: cached, changed: false }
   } finally {
     doc.destroy()
   }
 }
 
+/**
+ * Give a document an identity if it has none, and report whether it needed one. A resumed document
+ * keeps the identity its clients already know it by — re-minting would make the join-ack guard refuse
+ * a client that holds this exact document.
+ */
+function ensureDocumentIdentity(ydoc: Y.Doc): boolean {
+  const config = ydoc.getMap(FILE_DOC_SEED.configMap)
+  if (typeof config.get(FILE_DOC_SEED.docIdKey) === 'string') return false
+  config.set(FILE_DOC_SEED.docIdKey, generateId())
+  return true
+}
+
+/** Store the file's collaborative document. Best-effort: the durable markdown is the source of truth. */
+async function storeDocument(
+  fileId: string,
+  update: Uint8Array,
+  sourceHash: string
+): Promise<void> {
+  try {
+    await saveCollabDocState(fileId, update, sourceHash)
+  } catch (error) {
+    logger.warn(`Failed to store the collaborative document for file ${fileId}`, {
+      error: getErrorMessage(error),
+    })
+  }
+}
+
 /**
  * Build the server-side seed for a file's collaborative document: load the file's current markdown
  * and convert it — through the exact client engine (see {@link markdownToYDoc}) — into a Yjs update.
@@ -71,28 +118,34 @@ export async function buildFileDocSeed(
   const version = (record.contentUpdatedAt ?? record.updatedAt).getTime()
   const buffer = await fetchWorkspaceFileBuffer(record, { maxBytes: MAX_SEED_BYTES })
 
-  // Cold-start fast path: if we hold a cached Yjs binary derived from THIS exact markdown, apply it
-  // directly (the Hocuspocus load-document pattern) instead of re-converting. This preserves the CRDT's
-  // client ids across reopens — no duplicated content, no split-brain — and skips the server-side
-  // headless conversion. A stale/absent cache (markdown edited externally, or first ever open) falls
-  // through to the conversion below, and the next persist refreshes the cache.
-  //
+  const sourceHash = hashMarkdown(buffer)
+
   // Best-effort read: the cache is an optimization over the durable markdown we already hold, so a
   // transient DB error (or a not-yet-migrated cache table) must fall through to conversion rather than
-  // block the cold open — symmetric with persist's best-effort cache write.
+  // block the cold open — symmetric with the best-effort write below.
+  let stored: CachedCollabDocState | null = null
   try {
-    const cached = await loadFreshCollabDocState(fileId, hashMarkdown(buffer))
-    if (cached) return { update: normalizeSeedUpdate(cached), version }
+    stored = await loadCollabDocState(fileId)
   } catch (error) {
     logger.warn(`Failed to read cached collab doc state for file ${fileId}`, {
       error: getErrorMessage(error),
     })
   }
 
-  const markdown = buffer.toString('utf-8')
-  const { frontmatter, body } = splitFrontmatter(markdown)
+  // Cold-start fast path: the stored document already projects to THIS markdown, so apply it verbatim
+  // (the Hocuspocus load-document pattern) instead of re-converting.
+  if (stored?.sourceHash === sourceHash) {
+    const prepared = prepareCachedSeed(stored.docState)
+    // Store a repair or a freshly-minted identity so the next open finds it done — and, for the
+    // identity, so every open names the SAME document.
+    if (prepared.changed) await storeDocument(fileId, prepared.update, sourceHash)
+    return { update: prepared.update, version }
+  }
 
-  const ydoc = markdownToYDoc(body)
+  const { frontmatter, body } = splitFrontmatter(buffer.toString('utf-8'))
+  // The markdown moved on out-of-band (a copilot write, the content API, a file tool) — bring the
+  // STORED document up to it rather than building a second one. See {@link resumeDocument}.
+  const ydoc = resumeDocument(fileId, stored?.docState, body)
   try {
     const config = ydoc.getMap(FILE_DOC_SEED.configMap)
     // Mark the document seeded IN the same doc, so the client's readiness gate
@@ -102,8 +155,44 @@ export async function buildFileDocSeed(
     // Carry the frontmatter in the doc (not the body) so it merges across clients and a later
     // server-side edit can update it — the editor re-attaches this on autosave.
     config.set(FILE_DOC_SEED.frontmatterKey, frontmatter)
-    return { update: Y.encodeStateAsUpdate(ydoc), version }
+    ensureDocumentIdentity(ydoc)
+    const update = Y.encodeStateAsUpdate(ydoc)
+    // Store it NOW, not at the next persist. Until this row exists every cold open builds the document
+    // again from markdown, minting a new identity each time — so a file that is opened but never edited
+    // has a different document on every open, and any client that outlives a room (a laptop that slept
+    // past the shared stream's TTL) reconnects into one and merges its content in twice.
+    await storeDocument(fileId, update, sourceHash)
+    return { update, version }
   } finally {
     ydoc.destroy()
   }
 }
+
+/**
+ * The file's collaborative document, brought up to `body`.
+ *
+ * Two Yjs documents built from the same markdown are NOT the same document: their items carry
+ * different client ids, so merging them appends one to the other — the file, twice. Anything that
+ * rebuilds a document from markdown therefore mints a new identity, and any client still holding the
+ * previous one corrupts the file the moment it reconnects. So a document is built exactly once and
+ * every later change is applied INTO it as a CRDT diff (the same path a copilot edit takes), which is
+ * what keeps one file to one document for its whole life.
+ */
+function resumeDocument(fileId: string, stored: Uint8Array | undefined, body: string): Y.Doc {
+  if (!stored) return markdownToYDoc(body)
+  const ydoc = new Y.Doc()
+  try {
+    Y.applyUpdate(ydoc, stored)
+    applyMarkdownToYDoc(ydoc, body)
+    return ydoc
+  } catch (error) {
+    // The stored document is the file's identity, but it is still a CACHE: an undecodable one must not
+    // take the file's markdown down with it. Build a new document — which mints a new identity, so a
+    // client still holding the old one is refused rather than merged (see FILE_DOC_SEED.docIdKey).
+    logger.warn(`Stored collaborative document for file ${fileId} is unusable; rebuilding it`, {
+      error: getErrorMessage(error),
+    })
+    ydoc.destroy()
+    return markdownToYDoc(body)
+  }
+}
diff --git a/apps/sim/lib/copilot/application/execute-workflow-use-case.test.ts b/apps/sim/lib/copilot/application/execute-workflow-use-case.test.ts
index 7905253ac0d..b666d27637f 100644
--- a/apps/sim/lib/copilot/application/execute-workflow-use-case.test.ts
+++ b/apps/sim/lib/copilot/application/execute-workflow-use-case.test.ts
@@ -14,6 +14,7 @@ import {
   executeCopilotWorkflowUseCase,
   messageForCopilotWorkflowError,
 } from '@/lib/copilot/application/execute-workflow-use-case'
+import { ORCHESTRATION_TIMEOUT_MS } from '@/lib/copilot/constants'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { workflowOperations } from '@/lib/workflows/application/operations'
 
@@ -57,7 +58,7 @@ describe('Copilot Workflow application adapter', () => {
         delegationId: 'copilot-tool:tool-call-1',
         audience: 'sim:workflows',
         issuedAt: new Date('2026-01-01T00:00:00Z'),
-        expiresAt: new Date('2026-01-01T00:05:00Z'),
+        expiresAt: new Date(Date.now() + ORCHESTRATION_TIMEOUT_MS),
         resourceScope: { chatId: 'chat-1', executionId: 'execution-1' },
       },
       input: { workflowId: 'workflow-1', assertedWorkspaceId: 'workspace-1' },
diff --git a/apps/sim/lib/copilot/auth/application-delegation.ts b/apps/sim/lib/copilot/auth/application-delegation.ts
index 969bf37b325..d4e91c30bb2 100644
--- a/apps/sim/lib/copilot/auth/application-delegation.ts
+++ b/apps/sim/lib/copilot/auth/application-delegation.ts
@@ -1,6 +1,8 @@
 import type { DelegatedPrincipal } from '@sim/auth/principal'
+import { ORCHESTRATION_TIMEOUT_MS } from '@/lib/copilot/constants'
 
-export const COPILOT_APPLICATION_DELEGATION_TTL_MS = 5 * 60 * 1000
+/** Keeps delegated authority valid for the full bounded Copilot orchestration lifetime. */
+export const COPILOT_APPLICATION_DELEGATION_TTL_MS = ORCHESTRATION_TIMEOUT_MS
 
 export interface CopilotExecutionContext {
   userId?: string
diff --git a/apps/sim/lib/copilot/auth/file-delegation.test.ts b/apps/sim/lib/copilot/auth/file-delegation.test.ts
index 7ced2fecb1d..faf369aa089 100644
--- a/apps/sim/lib/copilot/auth/file-delegation.test.ts
+++ b/apps/sim/lib/copilot/auth/file-delegation.test.ts
@@ -8,6 +8,7 @@ import {
   messageForCopilotFileError,
   resolveCopilotFilePrincipal,
 } from '@/lib/copilot/auth/file-delegation'
+import { ORCHESTRATION_TIMEOUT_MS } from '@/lib/copilot/constants'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 
 const trustedContext = {
@@ -20,7 +21,7 @@ const trustedContext = {
 }
 
 describe('Copilot file delegation', () => {
-  it('creates a short-lived principal scoped to the trusted workspace and file', () => {
+  it('creates an orchestration-bounded principal scoped to the trusted workspace and file', () => {
     const principal = resolveCopilotFilePrincipal(trustedContext, 'file-1')
 
     expect(principal).toMatchObject({
@@ -36,7 +37,9 @@ describe('Copilot file delegation', () => {
         executionId: 'execution-1',
       },
     })
-    expect(principal.expiresAt.getTime()).toBeGreaterThan(principal.issuedAt.getTime())
+    expect(principal.expiresAt.getTime() - principal.issuedAt.getTime()).toBe(
+      ORCHESTRATION_TIMEOUT_MS
+    )
   })
 
   it('creates a workspace-scoped principal for file creation', () => {
diff --git a/apps/sim/lib/copilot/chat/persisted-message.ts b/apps/sim/lib/copilot/chat/persisted-message.ts
index 76372f25d9e..54b66e90c95 100644
--- a/apps/sim/lib/copilot/chat/persisted-message.ts
+++ b/apps/sim/lib/copilot/chat/persisted-message.ts
@@ -173,9 +173,7 @@ export function stripToolResultOutput(message: PersistedMessage): PersistedMessa
   return changed ? { ...message, contentBlocks } : message
 }
 
-// ---------------------------------------------------------------------------
 // Write: OrchestratorResult → PersistedMessage
-// ---------------------------------------------------------------------------
 
 function resolveToolState(block: ContentBlock): PersistedToolState {
   const tc = block.toolCall
@@ -424,11 +422,9 @@ export function buildPersistedUserMessage(params: UserMessageParams): PersistedM
   return message
 }
 
-// ---------------------------------------------------------------------------
 // Read: raw JSONB → PersistedMessage
 // Handles both canonical (type: 'tool', 'text', 'span', 'complete') and
 // legacy (type: 'tool_call', 'thinking', 'subagent', 'stopped') blocks.
-// ---------------------------------------------------------------------------
 
 const CANONICAL_BLOCK_TYPES: Set<string> = new Set(Object.values(MothershipStreamV1EventType))
 
diff --git a/apps/sim/lib/copilot/chat/process-contents.ts b/apps/sim/lib/copilot/chat/process-contents.ts
index 689eaed8a02..c21214d8367 100644
--- a/apps/sim/lib/copilot/chat/process-contents.ts
+++ b/apps/sim/lib/copilot/chat/process-contents.ts
@@ -811,9 +811,7 @@ async function processExecutionLogFromDb(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Active resource context resolution (direct DB lookups, workspace-scoped)
-// ---------------------------------------------------------------------------
 
 /**
  * Resolves the content of the currently active resource tab via direct DB
diff --git a/apps/sim/lib/copilot/request/go/file-preview-adapter.test.ts b/apps/sim/lib/copilot/request/go/file-preview-adapter.test.ts
index c9409958477..27851eabba6 100644
--- a/apps/sim/lib/copilot/request/go/file-preview-adapter.test.ts
+++ b/apps/sim/lib/copilot/request/go/file-preview-adapter.test.ts
@@ -9,14 +9,20 @@ import {
   MothershipStreamV1ToolPhase,
 } from '@/lib/copilot/generated/mothership-stream-v1'
 
-const { peekFileIntentMock } = vi.hoisted(() => ({
+const { peekFileIntentMock, executeCopilotFileUseCaseMock } = vi.hoisted(() => ({
   peekFileIntentMock: vi.fn(),
+  executeCopilotFileUseCaseMock: vi.fn(),
 }))
 
 vi.mock('@/lib/copilot/tools/server/files/file-intent-store', () => ({
   peekFileIntent: peekFileIntentMock,
 }))
 
+vi.mock('@/lib/copilot/application/execute-file-use-case', () => ({
+  executeCopilotFileUseCase: executeCopilotFileUseCaseMock,
+  resolveCopilotWorkspaceFileReference: vi.fn(),
+}))
+
 import { createStreamingContext } from '@/lib/copilot/request/context/request-context'
 import {
   createFilePreviewAdapterState,
@@ -31,8 +37,7 @@ const EDIT_TOOL_CALL_ID = 'edit-content-1'
 const WORKSPACE_FILE_TOOL_CALL_ID = 'workspace-file-1'
 const BASE_VERSION_MS = 900_000
 
-/** One args_delta chunk of the streamed `edit_content` JSON, as a driveable StreamEvent. */
-function editContentDelta(argumentsDelta: string): StreamEvent {
+function toolEvent(payload: Record<string, unknown>): StreamEvent {
   return eventToStreamEvent(
     createEvent({
       streamId: STREAM_ID,
@@ -41,17 +46,38 @@ function editContentDelta(argumentsDelta: string): StreamEvent {
       requestId: 'req-1',
       type: MothershipStreamV1EventType.tool,
       payload: {
-        toolCallId: EDIT_TOOL_CALL_ID,
-        toolName: 'edit_content',
         executor: MothershipStreamV1ToolExecutor.sim,
         mode: MothershipStreamV1ToolMode.async,
-        phase: MothershipStreamV1ToolPhase.args_delta,
-        argumentsDelta,
+        ...payload,
       },
     })
   )
 }
 
+/** One args_delta chunk of the streamed `edit_content` JSON, as a driveable StreamEvent. */
+function editContentDelta(argumentsDelta: string): StreamEvent {
+  return toolEvent({
+    toolCallId: EDIT_TOOL_CALL_ID,
+    toolName: 'edit_content',
+    phase: MothershipStreamV1ToolPhase.args_delta,
+    argumentsDelta,
+  })
+}
+
+/** The authoritative `workspace_file` call frame for a path-targeted update. */
+function workspaceFileCall(): StreamEvent {
+  return toolEvent({
+    toolCallId: WORKSPACE_FILE_TOOL_CALL_ID,
+    toolName: 'workspace_file',
+    phase: MothershipStreamV1ToolPhase.call,
+    arguments: {
+      operation: 'update',
+      title: 'Refresh the runbook',
+      target: { kind: 'path', path: 'files/notes.md' },
+    },
+  })
+}
+
 function makeIntent(overrides: {
   operation: string
   fileId?: string
@@ -140,3 +166,77 @@ describe('processFilePreviewStreamEvent — preview content emission', () => {
     expect(combined).toContain('world')
   })
 })
+
+/**
+ * The adapter runs while the tool-call frame is still on the wire, so the
+ * execution context it receives is turn-scoped and carries no `toolCallId`.
+ * The file delegation requires one, so the adapter has to supply the frame's
+ * own id — otherwise resolving the preview target throws, the SSE handler
+ * abandons the rest of the event, and the tool call is later dispatched with
+ * no arguments at all.
+ */
+describe('processFilePreviewStreamEvent — preview target resolution', () => {
+  const TURN_EXEC_CONTEXT: ExecutionContext = {
+    userId: 'user-1',
+    workflowId: 'workflow-1',
+    workspaceId: 'workspace-1',
+    chatId: 'chat-1',
+    messageId: 'msg-1',
+    copilotToolExecution: true,
+  }
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    executeCopilotFileUseCaseMock.mockResolvedValue({
+      files: [{ id: 'file-9', name: 'notes.md', folderPath: null }],
+    })
+  })
+
+  it('resolves the path target under the streaming tool call identity', async () => {
+    const context = createStreamingContext()
+
+    await processFilePreviewStreamEvent({
+      streamId: STREAM_ID,
+      streamEvent: workspaceFileCall(),
+      context,
+      execContext: TURN_EXEC_CONTEXT,
+      options: { onEvent: () => {} },
+      state: createFilePreviewAdapterState(),
+    })
+
+    expect(executeCopilotFileUseCaseMock).toHaveBeenCalled()
+    expect(executeCopilotFileUseCaseMock.mock.calls[0][0]).toMatchObject({
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+      copilotToolExecution: true,
+      toolCallId: WORKSPACE_FILE_TOOL_CALL_ID,
+    })
+    expect(context.activeFileIntents.get('')?.target).toEqual({
+      kind: 'file_id',
+      fileId: 'file-9',
+      fileName: 'notes.md',
+      path: 'files/notes.md',
+    })
+  })
+
+  it('keeps the path target and does not throw when resolution fails', async () => {
+    executeCopilotFileUseCaseMock.mockRejectedValue(new Error('workspace file listing unavailable'))
+    const context = createStreamingContext()
+
+    await expect(
+      processFilePreviewStreamEvent({
+        streamId: STREAM_ID,
+        streamEvent: workspaceFileCall(),
+        context,
+        execContext: TURN_EXEC_CONTEXT,
+        options: { onEvent: () => {} },
+        state: createFilePreviewAdapterState(),
+      })
+    ).resolves.toBeUndefined()
+
+    expect(context.activeFileIntents.get('')?.target).toEqual({
+      kind: 'path',
+      path: 'files/notes.md',
+    })
+  })
+})
diff --git a/apps/sim/lib/copilot/request/go/file-preview-adapter.ts b/apps/sim/lib/copilot/request/go/file-preview-adapter.ts
index feaa0822416..b79254a211e 100644
--- a/apps/sim/lib/copilot/request/go/file-preview-adapter.ts
+++ b/apps/sim/lib/copilot/request/go/file-preview-adapter.ts
@@ -66,6 +66,24 @@ function toPreviewTargetKind(kind: string | undefined): FilePreviewTargetKind |
   return kind === 'new_file' || kind === 'file_id' ? kind : undefined
 }
 
+/**
+ * Binds the turn-scoped execution context to the tool call whose preview is
+ * being rendered. This adapter runs while the tool-call frame is still on the
+ * wire, before per-call dispatch builds a call-scoped context, so the turn
+ * context carries no `toolCallId` of its own — the frame is the only place that
+ * identity exists, and the file delegation requires one.
+ */
+function bindPreviewToolCall(context: ExecutionContext, toolCallId: string): ExecutionContext {
+  return { ...context, toolCallId }
+}
+
+/**
+ * Upgrades a model-supplied path target to the backing file id so the preview
+ * can seed itself from the existing content. Resolution is best effort, exactly
+ * like the preview base load: leaving the target as a path only costs an
+ * un-seeded preview until the tool result arrives with the real file id, so a
+ * failure here must never escape into the stream loop.
+ */
 async function resolvePreviewTarget(args: {
   context: ExecutionContext
   workspaceId?: string
@@ -74,24 +92,29 @@ async function resolvePreviewTarget(args: {
   if (args.target.kind !== 'path' || !args.workspaceId || !args.target.path) {
     return args.target
   }
-  if (!args.context.copilotToolExecution || !args.context.toolCallId) {
-    throw new Error('Workspace file preview requires a trusted Copilot execution context')
-  }
 
-  const { files } = await executeCopilotFileUseCase(args.context, listAllWorkspaceFiles, {
-    workspaceId: args.workspaceId,
-    scope: 'active',
-  })
-  const file = findWorkspaceFileRecord(files, args.target.path)
-  if (!file) {
-    return args.target
-  }
+  try {
+    const { files } = await executeCopilotFileUseCase(args.context, listAllWorkspaceFiles, {
+      workspaceId: args.workspaceId,
+      scope: 'active',
+    })
+    const file = findWorkspaceFileRecord(files, args.target.path)
+    if (!file) {
+      return args.target
+    }
 
-  return {
-    kind: 'file_id',
-    fileId: file.id,
-    fileName: args.target.fileName ?? file.name,
-    path: args.target.path,
+    return {
+      kind: 'file_id',
+      fileId: file.id,
+      fileName: args.target.fileName ?? file.name,
+      path: args.target.path,
+    }
+  } catch (error) {
+    logger.warn('Failed to resolve workspace file preview target', {
+      toolCallId: args.context.toolCallId,
+      error: toError(error).message,
+    })
+    return args.target
   }
 }
 
@@ -375,8 +398,9 @@ export async function processFilePreviewStreamEvent(input: {
     const parsedArgs = parseWorkspaceFileArgs(streamEvent.payload.arguments)
     if (toolCallId && parsedArgs) {
       const { operation, title, contentType, edit } = parsedArgs
+      const previewContext = bindPreviewToolCall(execContext, toolCallId)
       const target = await resolvePreviewTarget({
-        context: execContext,
+        context: previewContext,
         workspaceId: execContext.workspaceId,
         target: parsedArgs.target,
       })
@@ -405,7 +429,7 @@ export async function processFilePreviewStreamEvent(input: {
           (operation === 'append' || operation === 'patch')
         ) {
           previewBase = await loadWorkspaceFileTextForPreview(
-            execContext,
+            previewContext,
             execContext.workspaceId,
             fileId
           )
@@ -480,7 +504,7 @@ export async function processFilePreviewStreamEvent(input: {
         (intent.operation === 'append' || intent.operation === 'patch')
       ) {
         previewBase = await loadWorkspaceFileTextForPreview(
-          execContext,
+          bindPreviewToolCall(execContext, intent.toolCallId),
           execContext.workspaceId,
           result.fileId
         )
diff --git a/apps/sim/lib/copilot/request/go/stream.test.ts b/apps/sim/lib/copilot/request/go/stream.test.ts
index e39654762ef..5921c6e89b7 100644
--- a/apps/sim/lib/copilot/request/go/stream.test.ts
+++ b/apps/sim/lib/copilot/request/go/stream.test.ts
@@ -147,6 +147,21 @@ function createStreamingContext(): StreamingContext {
   }
 }
 
+/**
+ * The turn-scoped execution context exactly as the chat lifecycle builds it: no
+ * `toolCallId`, because that identity only exists per dispatched tool call. The
+ * file preview adapter has to take it from the frame it is processing.
+ */
+function turnScopedExecContext(): ExecutionContext {
+  return {
+    userId: 'user-1',
+    workflowId: 'workflow-1',
+    workspaceId: 'workspace-1',
+    messageId: 'msg-1',
+    copilotToolExecution: true,
+  }
+}
+
 describe('copilot go stream helpers', () => {
   beforeEach(() => {
     vi.stubGlobal('fetch', vi.fn())
@@ -301,14 +316,7 @@ describe('copilot go stream helpers', () => {
 
     const onEvent = vi.fn()
     const context = createStreamingContext()
-    const execContext: ExecutionContext = {
-      userId: 'user-1',
-      workflowId: 'workflow-1',
-      workspaceId: 'workspace-1',
-      messageId: 'msg-1',
-      copilotToolExecution: true,
-      toolCallId: 'stream-tool-1',
-    }
+    const execContext = turnScopedExecContext()
 
     await runStreamLoop('https://example.com/mothership/stream', {}, context, execContext, {
       onEvent,
@@ -432,14 +440,7 @@ describe('copilot go stream helpers', () => {
 
     const onEvent = vi.fn()
     const context = createStreamingContext()
-    const execContext: ExecutionContext = {
-      userId: 'user-1',
-      workflowId: 'workflow-1',
-      workspaceId: 'workspace-1',
-      messageId: 'msg-1',
-      copilotToolExecution: true,
-      toolCallId: 'stream-tool-2',
-    }
+    const execContext = turnScopedExecContext()
 
     await runStreamLoop('https://example.com/mothership/stream', {}, context, execContext, {
       onEvent,
diff --git a/apps/sim/lib/copilot/request/go/stream.ts b/apps/sim/lib/copilot/request/go/stream.ts
index 471904c16fe..ab924af5e67 100644
--- a/apps/sim/lib/copilot/request/go/stream.ts
+++ b/apps/sim/lib/copilot/request/go/stream.ts
@@ -368,14 +368,26 @@ export async function runStreamLoop(
           return
         }
 
-        await processFilePreviewStreamEvent({
-          streamId: envelope.stream.streamId,
-          streamEvent,
-          context,
-          execContext,
-          options,
-          state: filePreviewAdapterState,
-        })
+        // Presentation only. A throw here abandons the rest of the event, so
+        // the tool-call frame never registers its arguments and the call is
+        // later dispatched with an empty payload.
+        try {
+          await processFilePreviewStreamEvent({
+            streamId: envelope.stream.streamId,
+            streamEvent,
+            context,
+            execContext,
+            options,
+            state: filePreviewAdapterState,
+          })
+        } catch (error) {
+          logger.warn('Failed to process file preview stream event', {
+            type: streamEvent.type,
+            requestId: context.requestId,
+            messageId: context.messageId,
+            error: getErrorMessage(error),
+          })
+        }
 
         await prePersistClientExecutableToolCall(streamEvent, context, options, execContext)
 
diff --git a/apps/sim/lib/copilot/request/lifecycle/run.ts b/apps/sim/lib/copilot/request/lifecycle/run.ts
index 389f31564a2..1471eddfba9 100644
--- a/apps/sim/lib/copilot/request/lifecycle/run.ts
+++ b/apps/sim/lib/copilot/request/lifecycle/run.ts
@@ -434,9 +434,7 @@ export async function runCopilotLifecycle(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Per-subagent checkpoint resume (concurrent fan-out)
-// ---------------------------------------------------------------------------
 //
 // Under the per-subagent checkpoint model each paused subagent is its OWN
 // checkpoint chain (frame.checkpointId) joined at the orchestrator. Instead of
@@ -754,9 +752,7 @@ async function driveSubagentChains(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Checkpoint loop – the core state machine
-// ---------------------------------------------------------------------------
 
 async function runCheckpointLoop(
   initialPayload: Record<string, unknown>,
@@ -1119,9 +1115,7 @@ async function runCheckpointLoop(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Execution context builder
-// ---------------------------------------------------------------------------
 
 async function buildExecutionContext(
   requestPayload: Record<string, unknown>,
@@ -1245,9 +1239,7 @@ async function ensureHeadlessRunIdentity(input: {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Helpers
-// ---------------------------------------------------------------------------
 
 /**
  * Adds `enterpriseByokEligible: true` to the initial mothership payload when the
diff --git a/apps/sim/lib/copilot/request/lifecycle/start.ts b/apps/sim/lib/copilot/request/lifecycle/start.ts
index 3067e971335..5a6ed9f0bb2 100644
--- a/apps/sim/lib/copilot/request/lifecycle/start.ts
+++ b/apps/sim/lib/copilot/request/lifecycle/start.ts
@@ -420,9 +420,7 @@ export function createSSEStream(params: StreamingOrchestrationParams): ReadableS
   })
 }
 
-// ---------------------------------------------------------------------------
 // Title generation (fire-and-forget side effect)
-// ---------------------------------------------------------------------------
 
 function fireTitleGeneration(params: {
   chatId?: string
@@ -483,9 +481,7 @@ function fireTitleGeneration(params: {
     })
 }
 
-// ---------------------------------------------------------------------------
 // Chat title helper
-// ---------------------------------------------------------------------------
 
 export async function requestChatTitle(params: {
   message: string
diff --git a/apps/sim/lib/copilot/request/session/contract.ts b/apps/sim/lib/copilot/request/session/contract.ts
index dde683b966c..65b9de6cc99 100644
--- a/apps/sim/lib/copilot/request/session/contract.ts
+++ b/apps/sim/lib/copilot/request/session/contract.ts
@@ -148,9 +148,7 @@ export type ParseStreamEventEnvelopeResult =
   | ParseStreamEventEnvelopeSuccess
   | ParseStreamEventEnvelopeFailure
 
-// ---------------------------------------------------------------------------
 // Structural helpers (CSP-safe – no codegen / eval / new Function)
-// ---------------------------------------------------------------------------
 
 function isOptionalString(value: unknown): value is string | undefined {
   return value === undefined || typeof value === 'string'
@@ -188,7 +186,6 @@ function isStreamScope(value: unknown): value is MothershipStreamV1StreamScope {
   )
 }
 
-// ---------------------------------------------------------------------------
 // Contract envelope validator (replaces Ajv runtime compilation)
 //
 // Validates the envelope shell (v, seq, ts, stream, trace?, scope?) and that
@@ -196,7 +193,6 @@ function isStreamScope(value: unknown): value is MothershipStreamV1StreamScope {
 // Per-payload-variant validation is intentionally lightweight: the server
 // already performs strict schema validation; the client only needs enough
 // structural checking to safely dispatch inside the switch statement.
-// ---------------------------------------------------------------------------
 
 const KNOWN_EVENT_TYPES: ReadonlySet<string> = new Set(Object.values(MothershipStreamV1EventType))
 
@@ -323,9 +319,7 @@ function isContractEnvelope(value: unknown): value is MothershipStreamV1EventEnv
   }
 }
 
-// ---------------------------------------------------------------------------
 // Synthetic file-preview envelope validators
-// ---------------------------------------------------------------------------
 
 function isSyntheticEnvelopeBase(value: unknown): value is Omit<
   SyntheticFilePreviewEventEnvelope,
@@ -400,9 +394,7 @@ export function isSyntheticFilePreviewEventEnvelope(
   return isSyntheticEnvelopeBase(value) && isSyntheticFilePreviewPayload(value.payload)
 }
 
-// ---------------------------------------------------------------------------
 // Stream event type guards
-// ---------------------------------------------------------------------------
 
 export function isToolCallStreamEvent(event: SessionStreamEvent): event is ToolCallStreamEvent {
   return event.type === 'tool' && isRecordLike(event.payload) && event.payload.phase === 'call'
@@ -426,9 +418,7 @@ export function isSubagentSpanStreamEvent(
   return event.type === 'span' && isRecordLike(event.payload) && event.payload.kind === 'subagent'
 }
 
-// ---------------------------------------------------------------------------
 // Public contract validators & parsers
-// ---------------------------------------------------------------------------
 
 export function isContractStreamEventEnvelope(
   value: unknown
diff --git a/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts b/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
index 0717900344a..7501d3355ba 100644
--- a/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
+++ b/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
@@ -84,12 +84,14 @@ vi.mock('@/lib/uploads/core/storage-service', () => ({
 }))
 vi.mock('@/tools', () => ({ executeTool: mockExecuteTool }))
 vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
-  fetchServableWorkspaceFileBuffer: mockFetchServableWorkspaceFileBuffer,
   fetchWorkspaceFileBuffer: mockFetchWorkspaceFileBuffer,
   findWorkspaceFileRecord: mockFindWorkspaceFileRecord,
   getSandboxWorkspaceFilePath: mockGetSandboxWorkspaceFilePath,
   listWorkspaceFiles: mockListWorkspaceFiles,
 }))
+vi.mock('@/lib/workspace-files/application/fetch-servable-workspace-file-buffer', () => ({
+  fetchAuthorizedServableWorkspaceFileBuffer: mockFetchServableWorkspaceFileBuffer,
+}))
 vi.mock('@/lib/uploads/contexts/workspace/workspace-file-folder-manager', () => ({
   listWorkspaceFileFolders: mockListWorkspaceFileFolders,
 }))
diff --git a/apps/sim/lib/copilot/tools/handlers/function-execute.ts b/apps/sim/lib/copilot/tools/handlers/function-execute.ts
index 01773a65f00..a10c8365d27 100644
--- a/apps/sim/lib/copilot/tools/handlers/function-execute.ts
+++ b/apps/sim/lib/copilot/tools/handlers/function-execute.ts
@@ -30,7 +30,6 @@ import { queryRows } from '@/lib/table/rows/service'
 import { getTableById, listTables } from '@/lib/table/service'
 import { getOrCreateTableSnapshot, SNAPSHOT_MAX_BYTES } from '@/lib/table/snapshot-cache'
 import {
-  fetchServableWorkspaceFileBuffer,
   findWorkspaceFileRecord,
   getSandboxWorkspaceFilePath,
   type WorkspaceFileRecord,
@@ -42,6 +41,7 @@ import {
   hasCloudStorage,
 } from '@/lib/uploads/core/storage-service'
 import { isGeneratedDocumentSourceType } from '@/lib/uploads/utils/file-utils'
+import { fetchAuthorizedServableWorkspaceFileBuffer } from '@/lib/workspace-files/application/fetch-servable-workspace-file-buffer'
 import { listAllWorkspaceFiles } from '@/lib/workspace-files/application/list-workspace-files'
 import { readWorkspaceFileContent } from '@/lib/workspace-files/application/read-workspace-file-content'
 import { downloadWorkspaceFileRecord } from '@/lib/workspace-files/application/read-workspace-file-record'
@@ -202,7 +202,7 @@ async function pushWorkspaceFileMount(
   }
 
   const { buffer, contentType } = rendersFromSource
-    ? await fetchServableWorkspaceFileBuffer(record, {
+    ? await fetchAuthorizedServableWorkspaceFileBuffer(record, principal, {
         maxBytes: Math.min(MAX_FILE_SIZE, remainingBudget),
       }).catch((error) => {
         if (!isPayloadSizeLimitError(error)) throw error
diff --git a/apps/sim/lib/copilot/tools/handlers/vfs.test.ts b/apps/sim/lib/copilot/tools/handlers/vfs.test.ts
index 283f63c0709..5f89535f76a 100644
--- a/apps/sim/lib/copilot/tools/handlers/vfs.test.ts
+++ b/apps/sim/lib/copilot/tools/handlers/vfs.test.ts
@@ -313,6 +313,50 @@ describe('vfs handlers oversize policy', () => {
     expect(vfs.read).not.toHaveBeenCalled()
   })
 
+  it('surfaces dynamic file read errors as failed tool calls', async () => {
+    const vfs = makeVfs()
+    const error = 'Document compiler not configured (MOTHERSHIP_E2B_DOC_TEMPLATE_ID is unset)'
+    vfs.readFileContent.mockResolvedValue({
+      content: JSON.stringify({ ok: false, error }),
+      totalLines: 1,
+      error,
+    })
+    getOrMaterializeVFS.mockResolvedValue(vfs)
+
+    const result = await executeVfsRead({ path: 'files/reports/brief.pdf/render' }, GREP_CTX)
+
+    expect(result).toEqual({ success: false, error })
+  })
+
+  it('does not expose dynamic file read errors when provenance cannot be verified', async () => {
+    const vfs = makeVfs()
+    const error = 'Document compiler not configured (MOTHERSHIP_E2B_DOC_TEMPLATE_ID is unset)'
+    vfs.readFileContentWithProvenance.mockResolvedValue({
+      value: {
+        content: JSON.stringify({ ok: false, error }),
+        totalLines: 1,
+        error,
+      },
+      file: { fileId: 'file-1', key: 'workspace/key-1', context: 'workspace' },
+    })
+    getOrMaterializeVFS.mockResolvedValue(vfs)
+    importWorkspaceFileSecretProvenanceForModelView.mockResolvedValueOnce(false)
+
+    const result = await executeVfsRead({ path: 'files/reports/brief.pdf/render' }, GREP_CTX)
+
+    expect(result).toEqual({
+      success: false,
+      error:
+        'This file result cannot be shared safely because its secret provenance is unavailable.',
+    })
+    expect(importWorkspaceFileSecretProvenanceForModelView).toHaveBeenCalledWith(
+      expect.objectContaining({
+        identity: { fileId: 'file-1', key: 'workspace/key-1', context: 'workspace' },
+        view: 'derived',
+      })
+    )
+  })
+
   it('marks a windowed read as a derived provenance view', async () => {
     const vfs = makeVfs()
     vfs.readFileContentWithProvenance.mockResolvedValue({
diff --git a/apps/sim/lib/copilot/tools/handlers/vfs.ts b/apps/sim/lib/copilot/tools/handlers/vfs.ts
index ba8bd734bca..dfa61ea3881 100644
--- a/apps/sim/lib/copilot/tools/handlers/vfs.ts
+++ b/apps/sim/lib/copilot/tools/handlers/vfs.ts
@@ -442,6 +442,9 @@ export async function executeVfsRead(
             'This file result cannot be shared safely because its secret provenance is unavailable.',
         }
       }
+      if (fileContent.error !== undefined) {
+        return { success: false, error: fileContent.error }
+      }
       logger.debug('vfs_read resolved workspace file', {
         path,
         totalLines: fileContent.totalLines,
diff --git a/apps/sim/lib/copilot/tools/server/files/doc-compile.test.ts b/apps/sim/lib/copilot/tools/server/files/doc-compile.test.ts
index 7e79ab14de6..734761a5c02 100644
--- a/apps/sim/lib/copilot/tools/server/files/doc-compile.test.ts
+++ b/apps/sim/lib/copilot/tools/server/files/doc-compile.test.ts
@@ -8,6 +8,7 @@ const {
   executeInSandboxMock,
   executeShellInSandboxMock,
   loadCompiledDocMock,
+  publishCompiledDocArtifactMock,
   readWorkspaceFileContentMock,
   readWorkspaceFileMetadataMock,
   storeCompiledDocMock,
@@ -15,6 +16,7 @@ const {
   executeInSandboxMock: vi.fn(),
   executeShellInSandboxMock: vi.fn(),
   loadCompiledDocMock: vi.fn(),
+  publishCompiledDocArtifactMock: vi.fn(),
   readWorkspaceFileContentMock: vi.fn(),
   readWorkspaceFileMetadataMock: vi.fn(),
   storeCompiledDocMock: vi.fn(),
@@ -35,6 +37,8 @@ vi.mock('@/lib/workspace-files/application/read-workspace-file-metadata', () =>
 }))
 vi.mock('./doc-compiled-store', () => ({
   loadCompiledDoc: loadCompiledDocMock,
+  loadPublishedCompiledDoc: vi.fn(),
+  publishCompiledDocArtifact: publishCompiledDocArtifactMock,
   storeCompiledDoc: storeCompiledDocMock,
 }))
 
@@ -245,5 +249,11 @@ describe('collectReferencedFileIds', () => {
     )
     expect(readWorkspaceFileContentMock).not.toHaveBeenCalled()
     expect(executeInSandboxMock).not.toHaveBeenCalled()
+    expect(publishCompiledDocArtifactMock).toHaveBeenCalledWith(
+      'workspace-1',
+      `image = await getFileBase64('${ID}')`,
+      'pdf',
+      expect.stringContaining(ID)
+    )
   })
 })
diff --git a/apps/sim/lib/copilot/tools/server/files/doc-compile.ts b/apps/sim/lib/copilot/tools/server/files/doc-compile.ts
index cb5c3f25a64..b6dafb6826b 100644
--- a/apps/sim/lib/copilot/tools/server/files/doc-compile.ts
+++ b/apps/sim/lib/copilot/tools/server/files/doc-compile.ts
@@ -2,6 +2,12 @@ import type { Principal } from '@sim/auth/principal'
 import { createLogger } from '@sim/logger'
 import { sha256Hex } from '@sim/security/hash'
 import { DocCompileUserError } from '@/lib/copilot/tools/server/files/doc-compile-error'
+import {
+  loadCompiledDoc,
+  loadPublishedCompiledDoc,
+  publishCompiledDocArtifact,
+  storeCompiledDoc,
+} from '@/lib/copilot/tools/server/files/doc-compiled-store'
 import { isDocSandboxEnabled } from '@/lib/core/config/env-flags'
 import { CodeLanguage } from '@/lib/execution/languages'
 import {
@@ -15,7 +21,6 @@ import { readWorkspaceFileContent } from '@/lib/workspace-files/application/read
 import { readWorkspaceFileMetadata } from '@/lib/workspace-files/application/read-workspace-file-metadata'
 import { getContentType } from '@/app/api/files/utils'
 import type { SandboxTaskId } from '@/sandbox-tasks/registry'
-import { loadCompiledDoc, storeCompiledDoc } from './doc-compiled-store'
 
 const logger = createLogger('CopilotDocCompile')
 
@@ -567,6 +572,14 @@ export async function compileDoc(args: CompileArgs): Promise<CompiledDocResult>
     referencedImages.artifactIdentity
   )
   if (existing) {
+    if (referencedImages.artifactIdentity) {
+      await publishCompiledDocArtifact(
+        workspaceId,
+        source,
+        fmt.ext,
+        referencedImages.artifactIdentity
+      )
+    }
     const contributingFiles = referencedImageIdentities(referencedImages)
     return {
       buffer: existing,
@@ -588,6 +601,7 @@ export async function loadCompiledDocByExt(
   ext: string,
   options: {
     allowLegacyReferencedArtifact?: boolean
+    allowPublishedReferencedArtifact?: boolean
     filePrincipal?: Principal
   } = {}
 ): Promise<{ buffer: Buffer; contentType: string } | null> {
@@ -599,6 +613,10 @@ export async function loadCompiledDocByExt(
       const buffer = await loadCompiledDoc(workspaceId, source, fmt.ext)
       return buffer ? { buffer, contentType: fmt.contentType } : null
     }
+    if (options.allowPublishedReferencedArtifact) {
+      const publishedBuffer = await loadPublishedCompiledDoc(workspaceId, source, fmt.ext)
+      if (publishedBuffer) return { buffer: publishedBuffer, contentType: fmt.contentType }
+    }
     if (!options.allowLegacyReferencedArtifact) return null
     const legacyBuffer = await loadCompiledDoc(workspaceId, source, fmt.ext)
     return legacyBuffer ? { buffer: legacyBuffer, contentType: fmt.contentType } : null
@@ -655,7 +673,7 @@ export async function resolveServableDoc(
       workspaceId,
       storedBytes.toString('utf-8'),
       fmt.ext,
-      { allowLegacyReferencedArtifact: true }
+      { allowLegacyReferencedArtifact: true, allowPublishedReferencedArtifact: true }
     )
     return artifact ? { kind: 'artifact', ...artifact } : { kind: 'unavailable' }
   } catch (error) {
@@ -743,7 +761,16 @@ export async function resolveServableDocBytes(args: {
       return compileDocInLegacySandbox({ source, fileName, workspaceId, ownerKey, signal }, fmt)
     }
     const referencedFileIds = collectReferencedFileIds(source)
-    if (referencedFileIds.size > 0 && filePrincipal) {
+    if (referencedFileIds.size > 0) {
+      if (!filePrincipal) {
+        const published = await loadCompiledDocByExt(workspaceId, source, extNoDot, {
+          allowPublishedReferencedArtifact: true,
+        })
+        if (published) return published
+        throw new Error(
+          'Referenced document resolution requires an authorized workspace file principal'
+        )
+      }
       return compileDoc({ source, fileName, workspaceId, filePrincipal, ownerKey, signal })
     }
     const stored = await loadCompiledDocByExt(workspaceId, source, extNoDot, {
diff --git a/apps/sim/lib/copilot/tools/server/files/doc-compiled-store.test.ts b/apps/sim/lib/copilot/tools/server/files/doc-compiled-store.test.ts
new file mode 100644
index 00000000000..3c9a6e6d3ab
--- /dev/null
+++ b/apps/sim/lib/copilot/tools/server/files/doc-compiled-store.test.ts
@@ -0,0 +1,78 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockDownloadFile, mockHeadObject, mockUploadFile } = vi.hoisted(() => ({
+  mockDownloadFile: vi.fn(),
+  mockHeadObject: vi.fn(),
+  mockUploadFile: vi.fn(),
+}))
+
+vi.mock('@/lib/uploads/core/storage-service', () => ({
+  downloadFile: mockDownloadFile,
+  headObject: mockHeadObject,
+  uploadFile: mockUploadFile,
+}))
+
+import {
+  loadPublishedCompiledDoc,
+  storeCompiledDoc,
+} from '@/lib/copilot/tools/server/files/doc-compiled-store'
+
+describe('compiled document publication', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockHeadObject.mockResolvedValue(null)
+  })
+
+  it('publishes a source-keyed pointer after storing a dependency-bound artifact', async () => {
+    await storeCompiledDoc(
+      'workspace-1',
+      'source',
+      'pdf',
+      'application/pdf',
+      Buffer.from('%PDF-artifact'),
+      'dependency-identity'
+    )
+
+    expect(mockUploadFile).toHaveBeenCalledTimes(2)
+    expect(mockUploadFile).toHaveBeenNthCalledWith(
+      2,
+      expect.objectContaining({
+        file: Buffer.from(
+          JSON.stringify({ version: 1, referencedInputIdentity: 'dependency-identity' })
+        ),
+        contentType: 'application/json',
+        context: 'copilot',
+        preserveKey: true,
+      })
+    )
+  })
+
+  it('loads only the exact dependency-bound artifact named by the published pointer', async () => {
+    mockHeadObject.mockResolvedValue({ size: 1 })
+    mockDownloadFile
+      .mockResolvedValueOnce(
+        Buffer.from(JSON.stringify({ version: 1, referencedInputIdentity: 'dependency-identity' }))
+      )
+      .mockResolvedValueOnce(Buffer.from('%PDF-artifact'))
+
+    await expect(loadPublishedCompiledDoc('workspace-1', 'source', 'pdf')).resolves.toEqual(
+      Buffer.from('%PDF-artifact')
+    )
+    expect(mockDownloadFile).toHaveBeenCalledTimes(2)
+    expect(mockDownloadFile.mock.calls[1]?.[0]).toEqual(
+      expect.objectContaining({ context: 'copilot' })
+    )
+  })
+
+  it('fails fast on a malformed published pointer', async () => {
+    mockHeadObject.mockResolvedValue({ size: 1 })
+    mockDownloadFile.mockResolvedValueOnce(Buffer.from('{not-json'))
+
+    await expect(loadPublishedCompiledDoc('workspace-1', 'source', 'pdf')).rejects.toThrow(
+      'Published compiled document pointer is malformed'
+    )
+  })
+})
diff --git a/apps/sim/lib/copilot/tools/server/files/doc-compiled-store.ts b/apps/sim/lib/copilot/tools/server/files/doc-compiled-store.ts
index b25921868a5..dc57f549f0b 100644
--- a/apps/sim/lib/copilot/tools/server/files/doc-compiled-store.ts
+++ b/apps/sim/lib/copilot/tools/server/files/doc-compiled-store.ts
@@ -1,7 +1,7 @@
 import { createHash } from 'node:crypto'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage, toError } from '@sim/utils/errors'
-import { downloadFile, uploadFile } from '@/lib/uploads/core/storage-service'
+import { downloadFile, headObject, uploadFile } from '@/lib/uploads/core/storage-service'
 
 const logger = createLogger('CopilotDocCompiledStore')
 
@@ -30,6 +30,41 @@ function compiledArtifactKey(
   return `copilot-doc-compiled/${workspaceId}/${hash}.${ext}`
 }
 
+function publishedArtifactPointerKey(workspaceId: string, source: string, ext: string): string {
+  const sourceHash = createHash('sha256').update(source, 'utf-8').digest('hex')
+  return `copilot-doc-compiled/${workspaceId}/${sourceHash}.${ext}.published.json`
+}
+
+interface PublishedArtifactPointer {
+  version: 1
+  referencedInputIdentity: string
+}
+
+async function loadPublishedArtifactPointer(key: string): Promise<PublishedArtifactPointer | null> {
+  const stored = await headObject(key, 'copilot')
+  if (!stored) return null
+  const encoded = await downloadFile({ key, context: 'copilot' })
+
+  let decoded: unknown
+  try {
+    decoded = JSON.parse(encoded.toString('utf-8'))
+  } catch {
+    throw new Error(`Published compiled document pointer is malformed: ${key}`)
+  }
+  if (
+    typeof decoded !== 'object' ||
+    decoded === null ||
+    !('version' in decoded) ||
+    decoded.version !== 1 ||
+    !('referencedInputIdentity' in decoded) ||
+    typeof decoded.referencedInputIdentity !== 'string' ||
+    !decoded.referencedInputIdentity
+  ) {
+    throw new Error(`Published compiled document pointer is invalid: ${key}`)
+  }
+  return { version: 1, referencedInputIdentity: decoded.referencedInputIdentity }
+}
+
 /** Loads the compiled binary for the current source, or null if not yet built. */
 export async function loadCompiledDoc(
   workspaceId: string,
@@ -45,6 +80,56 @@ export async function loadCompiledDoc(
   }
 }
 
+/**
+ * Publishes the exact dependency-bound artifact that was produced under an authorized Principal.
+ * Public shares consume this pointer without gaining authority to read the referenced workspace
+ * files or compile arbitrary source themselves.
+ */
+export async function publishCompiledDocArtifact(
+  workspaceId: string,
+  source: string,
+  ext: string,
+  referencedInputIdentity: string
+): Promise<void> {
+  if (!referencedInputIdentity) {
+    throw new Error('Published compiled document identity must not be empty')
+  }
+  const key = publishedArtifactPointerKey(workspaceId, source, ext)
+  const existing = await loadPublishedArtifactPointer(key)
+  if (existing?.referencedInputIdentity === referencedInputIdentity) return
+  const pointer: PublishedArtifactPointer = { version: 1, referencedInputIdentity }
+  try {
+    await uploadFile({
+      file: Buffer.from(JSON.stringify(pointer), 'utf-8'),
+      fileName: `doc.${ext}.published.json`,
+      contentType: 'application/json',
+      context: 'copilot',
+      customKey: key,
+      preserveKey: true,
+    })
+  } catch (error) {
+    logger.error('Failed to publish compiled doc artifact', {
+      key,
+      error: getErrorMessage(error),
+    })
+    throw toError(error)
+  }
+}
+
+/** Loads an artifact previously published by an authorized compile, or null before cutover. */
+export async function loadPublishedCompiledDoc(
+  workspaceId: string,
+  source: string,
+  ext: string
+): Promise<Buffer | null> {
+  const key = publishedArtifactPointerKey(workspaceId, source, ext)
+  const pointer = await loadPublishedArtifactPointer(key)
+  if (!pointer) return null
+  const artifact = await loadCompiledDoc(workspaceId, source, ext, pointer.referencedInputIdentity)
+  if (!artifact) throw new Error(`Published compiled document artifact is missing: ${key}`)
+  return artifact
+}
+
 /**
  * Stores the compiled binary as the source's associated S3 artifact.
  *
@@ -71,6 +156,9 @@ export async function storeCompiledDoc(
       customKey: key,
       preserveKey: true,
     })
+    if (referencedInputIdentity) {
+      await publishCompiledDocArtifact(workspaceId, source, ext, referencedInputIdentity)
+    }
   } catch (err) {
     logger.error('Failed to store compiled doc artifact', {
       key,
diff --git a/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts b/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts
index d7b4081a700..336ebe43491 100644
--- a/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts
+++ b/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts
@@ -7,6 +7,8 @@ import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 const {
   mockExecuteInSandbox,
   mockLoadCompiledDoc,
+  mockLoadPublishedCompiledDoc,
+  mockPublishCompiledDocArtifact,
   mockReadWorkspaceFileContent,
   mockReadWorkspaceFileMetadata,
   mockRunSandboxTask,
@@ -14,6 +16,8 @@ const {
 } = vi.hoisted(() => ({
   mockExecuteInSandbox: vi.fn(),
   mockLoadCompiledDoc: vi.fn(),
+  mockLoadPublishedCompiledDoc: vi.fn(),
+  mockPublishCompiledDocArtifact: vi.fn(),
   mockReadWorkspaceFileContent: vi.fn(),
   mockReadWorkspaceFileMetadata: vi.fn(),
   mockRunSandboxTask: vi.fn(),
@@ -38,6 +42,8 @@ vi.mock('@/lib/workspace-files/application/read-workspace-file-metadata', () =>
 }))
 vi.mock('./doc-compiled-store', () => ({
   loadCompiledDoc: mockLoadCompiledDoc,
+  loadPublishedCompiledDoc: mockLoadPublishedCompiledDoc,
+  publishCompiledDocArtifact: mockPublishCompiledDocArtifact,
   storeCompiledDoc: mockStoreCompiledDoc,
 }))
 vi.mock('@/app/api/files/utils', () => ({
@@ -72,6 +78,7 @@ describe('resolveServableDocBytes', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     setEnvFlags({ isDocSandboxEnabled: true })
+    mockLoadPublishedCompiledDoc.mockResolvedValue(null)
   })
 
   it('swaps generated-doc source for the compiled artifact + binary content type', async () => {
@@ -201,6 +208,65 @@ describe('resolveServableDocBytes', () => {
     expect(mockStoreCompiledDoc).not.toHaveBeenCalled()
   })
 
+  it('serves the dependency-bound artifact published by an authorized compile', async () => {
+    const source = Buffer.from(`image = await getFileBase64('reference-1')`, 'utf-8')
+    const publishedArtifact = Buffer.from('%PDF-published')
+    mockLoadPublishedCompiledDoc.mockResolvedValue(publishedArtifact)
+
+    await expect(resolveServableDoc(WORKSPACE_ID, source, 'report.pdf')).resolves.toEqual({
+      kind: 'artifact',
+      buffer: publishedArtifact,
+      contentType: 'application/pdf',
+    })
+    expect(mockLoadPublishedCompiledDoc).toHaveBeenCalledWith(
+      WORKSPACE_ID,
+      source.toString('utf-8'),
+      'pdf'
+    )
+    expect(mockLoadCompiledDoc).not.toHaveBeenCalled()
+    expect(mockReadWorkspaceFileMetadata).not.toHaveBeenCalled()
+  })
+
+  it('fails fast when a private referenced document loses its Principal', async () => {
+    const source = Buffer.from(`image = await getFileBase64('reference-1')`, 'utf-8')
+
+    await expect(
+      resolveServableDocBytes({
+        rawBuffer: source,
+        fileName: 'report.pdf',
+        workspaceId: WORKSPACE_ID,
+      })
+    ).rejects.toThrow(
+      'Referenced document resolution requires an authorized workspace file principal'
+    )
+    expect(mockLoadPublishedCompiledDoc).toHaveBeenCalledWith(
+      WORKSPACE_ID,
+      source.toString('utf-8'),
+      'pdf'
+    )
+    expect(mockLoadCompiledDoc).not.toHaveBeenCalled()
+  })
+
+  it('lets a principal-less private adapter use output published by an authorized compile', async () => {
+    const source = Buffer.from(`image = await getFileBase64('reference-1')`, 'utf-8')
+    const publishedArtifact = Buffer.from('%PDF-published')
+    mockLoadPublishedCompiledDoc.mockResolvedValue(publishedArtifact)
+
+    await expect(
+      resolveServableDocBytes({
+        rawBuffer: source,
+        fileName: 'report.pdf',
+        workspaceId: WORKSPACE_ID,
+      })
+    ).resolves.toEqual({
+      buffer: publishedArtifact,
+      contentType: 'application/pdf',
+    })
+    expect(mockReadWorkspaceFileMetadata).not.toHaveBeenCalled()
+    expect(mockReadWorkspaceFileContent).not.toHaveBeenCalled()
+    expect(mockLoadCompiledDoc).not.toHaveBeenCalled()
+  })
+
   it('does not apply model-only provenance policy while serving a public legacy artifact', async () => {
     const source = Buffer.from(`image = await getFileBase64('reference-1')`, 'utf-8')
     const legacyArtifact = Buffer.from('%PDF-legacy')
diff --git a/apps/sim/lib/copilot/tools/server/files/edit-content.test.ts b/apps/sim/lib/copilot/tools/server/files/edit-content.test.ts
new file mode 100644
index 00000000000..432adbefa1d
--- /dev/null
+++ b/apps/sim/lib/copilot/tools/server/files/edit-content.test.ts
@@ -0,0 +1,127 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const {
+  buildEmbeddedImageRefWarningMock,
+  compileDocForWriteMock,
+  consumeLatestFileIntentMock,
+  executeCopilotFileUseCaseMock,
+  getDocumentFormatInfoMock,
+  inferContentTypeMock,
+  resolveCopilotFilePrincipalMock,
+} = vi.hoisted(() => ({
+  buildEmbeddedImageRefWarningMock: vi.fn(),
+  compileDocForWriteMock: vi.fn(),
+  consumeLatestFileIntentMock: vi.fn(),
+  executeCopilotFileUseCaseMock: vi.fn(),
+  getDocumentFormatInfoMock: vi.fn(),
+  inferContentTypeMock: vi.fn(),
+  resolveCopilotFilePrincipalMock: vi.fn(),
+}))
+
+vi.mock('@/lib/copilot/application/execute-file-use-case', () => ({
+  executeCopilotFileUseCase: executeCopilotFileUseCaseMock,
+}))
+vi.mock('@/lib/copilot/auth/file-delegation', () => ({
+  messageForCopilotFileError: vi.fn((_error: unknown, fallback: string) => fallback),
+  resolveCopilotFilePrincipal: resolveCopilotFilePrincipalMock,
+}))
+vi.mock('@/lib/core/config/env-flags', () => ({
+  isDocSandboxEnabled: false,
+}))
+vi.mock('@/lib/workspace-files/application/update-workspace-file-content', () => ({
+  updateWorkspaceFileContent: { operation: { id: 'files.update_content' } },
+}))
+vi.mock('@/lib/copilot/tools/server/files/doc-compile', () => ({
+  getE2BDocFormat: vi.fn(),
+}))
+vi.mock('@/lib/copilot/tools/server/files/embedded-image-refs', () => ({
+  buildEmbeddedImageRefWarning: buildEmbeddedImageRefWarningMock,
+}))
+vi.mock('@/lib/copilot/tools/server/files/file-intent-store', () => ({
+  consumeLatestFileIntent: consumeLatestFileIntentMock,
+}))
+vi.mock('@/lib/copilot/tools/server/files/workspace-file', () => ({
+  compileDocForWrite: compileDocForWriteMock,
+  getDocumentFormatInfo: getDocumentFormatInfoMock,
+  inferContentType: inferContentTypeMock,
+}))
+
+import { editContentServerTool } from '@/lib/copilot/tools/server/files/edit-content'
+import { updateWorkspaceFileContent } from '@/lib/workspace-files/application/update-workspace-file-content'
+
+const context = {
+  userId: 'user-1',
+  workspaceId: 'workspace-1',
+  chatId: 'chat-1',
+  messageId: 'message-1',
+  toolCallId: 'tool-call-1',
+  copilotToolExecution: true,
+} as const
+
+const workspacePrincipal = {
+  kind: 'delegated',
+  serviceId: 'copilot',
+  subjectUserId: 'user-1',
+  workspaceId: 'workspace-1',
+  delegationId: 'copilot-tool:tool-call-1',
+  audience: 'sim:workspace-files',
+  issuedAt: new Date('2026-08-12T00:00:00.000Z'),
+  expiresAt: new Date('2026-08-12T00:05:00.000Z'),
+  resourceScope: { chatId: 'chat-1' },
+} as const
+
+describe('edit_content', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resolveCopilotFilePrincipalMock.mockReturnValue(workspacePrincipal)
+    getDocumentFormatInfoMock.mockReturnValue({ isDoc: true })
+    inferContentTypeMock.mockReturnValue('text/x-python-pdf')
+    compileDocForWriteMock.mockResolvedValue({ ok: true, sourceMime: 'text/x-python-pdf' })
+    executeCopilotFileUseCaseMock.mockResolvedValue({})
+    buildEmbeddedImageRefWarningMock.mockResolvedValue('')
+    consumeLatestFileIntentMock.mockResolvedValue({
+      operation: 'update',
+      fileId: 'pdf-1',
+      workspaceId: 'workspace-1',
+      userId: 'user-1',
+      chatId: 'chat-1',
+      messageId: 'message-1',
+      fileRecord: {
+        id: 'pdf-1',
+        name: 'report.pdf',
+      },
+      contentType: 'text/x-python-pdf',
+      createdAt: Date.now(),
+    })
+  })
+
+  it('compiles with workspace scope while keeping the destination write file-scoped', async () => {
+    const content = "image = ImageReader('/home/user/inputs/image-1')"
+
+    await expect(editContentServerTool.execute({ content }, context)).resolves.toMatchObject({
+      success: true,
+    })
+
+    expect(resolveCopilotFilePrincipalMock).toHaveBeenCalledWith(context)
+    expect(compileDocForWriteMock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        source: content,
+        fileName: 'report.pdf',
+        workspaceId: 'workspace-1',
+        principal: workspacePrincipal,
+      })
+    )
+    expect(executeCopilotFileUseCaseMock).toHaveBeenCalledWith(
+      context,
+      updateWorkspaceFileContent,
+      expect.objectContaining({
+        fileId: 'pdf-1',
+        assertedWorkspaceId: 'workspace-1',
+      }),
+      { fileId: 'pdf-1' }
+    )
+  })
+})
diff --git a/apps/sim/lib/copilot/tools/server/files/edit-content.ts b/apps/sim/lib/copilot/tools/server/files/edit-content.ts
index 0f453ebd678..1a0fe9ec514 100644
--- a/apps/sim/lib/copilot/tools/server/files/edit-content.ts
+++ b/apps/sim/lib/copilot/tools/server/files/edit-content.ts
@@ -224,7 +224,7 @@ export const editContentServerTool: BaseServerTool<EditContentArgs, EditContentR
 
       // Compile once via the right engine (or isolated-vm fallback) and resolve
       // the source MIME to store. Shared with the create path.
-      const principal = resolveCopilotFilePrincipal(context, intent.fileId)
+      const principal = resolveCopilotFilePrincipal(context)
       const compiled = await compileDocForWrite({
         source: finalContent,
         fileName: fileRecord.name,
diff --git a/apps/sim/lib/copilot/vfs/file-reader.ts b/apps/sim/lib/copilot/vfs/file-reader.ts
index 8c96d54a6a8..3940152b024 100644
--- a/apps/sim/lib/copilot/vfs/file-reader.ts
+++ b/apps/sim/lib/copilot/vfs/file-reader.ts
@@ -447,6 +447,8 @@ export interface FileReadResult {
   totalLines: number
   /** Set when `content` stands in for the file rather than being it — see `readPlaceholder`. */
   placeholder?: PlaceholderKind
+  /** Set when a dynamic read resolved the file but failed to produce its requested view. */
+  error?: string
   attachment?: {
     type: string
     name?: string
diff --git a/apps/sim/lib/copilot/vfs/workspace-vfs.test.ts b/apps/sim/lib/copilot/vfs/workspace-vfs.test.ts
new file mode 100644
index 00000000000..9ea57ae9350
--- /dev/null
+++ b/apps/sim/lib/copilot/vfs/workspace-vfs.test.ts
@@ -0,0 +1,132 @@
+/**
+ * @vitest-environment node
+ */
+
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { renderDocToGrid } = vi.hoisted(() => ({
+  renderDocToGrid: vi.fn(),
+}))
+
+const { findWorkspaceFileRecord, listAllWorkspaceFilesExecute, readWorkspaceFileContentExecute } =
+  vi.hoisted(() => ({
+    findWorkspaceFileRecord: vi.fn(),
+    listAllWorkspaceFilesExecute: vi.fn(),
+    readWorkspaceFileContentExecute: vi.fn(),
+  }))
+
+vi.mock('@/lib/copilot/tools/server/files/doc-render', () => ({
+  // `odt` exposes the defensive missing-task branch independently from the extension guard.
+  isRenderableDocExt: (ext: string) => ['docx', 'odt', 'pdf', 'pptx'].includes(ext.toLowerCase()),
+  renderDocToGrid,
+}))
+
+vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
+  findWorkspaceFileRecord,
+}))
+
+vi.mock('@/lib/workspace-files/application/list-workspace-files', () => ({
+  listAllWorkspaceFiles: { execute: listAllWorkspaceFilesExecute },
+}))
+
+vi.mock('@/lib/workspace-files/application/read-workspace-file-content', () => ({
+  readWorkspaceFileContent: { execute: readWorkspaceFileContentExecute },
+}))
+
+import { WorkspaceVFS } from '@/lib/copilot/vfs/workspace-vfs'
+
+const MAX_DOC_READ_INPUT_BYTES = 50 * 1024 * 1024
+const MAX_DOCUMENT_PREVIEW_CODE_BYTES = 1024 * 1024
+
+function arrangeRenderRead({
+  name = 'brief.pdf',
+  size = 8,
+  content = Buffer.from('%PDF-1.7'),
+}: {
+  name?: string
+  size?: number
+  content?: Buffer | { length: number }
+} = {}) {
+  const record = {
+    id: 'file-1',
+    workspaceId: 'ws-1',
+    name,
+    key: name,
+    path: `/api/files/serve/${name}`,
+    size,
+    type: 'application/octet-stream',
+    uploadedBy: 'user-1',
+    deletedAt: null,
+    uploadedAt: new Date('2026-01-01T00:00:00.000Z'),
+    updatedAt: new Date('2026-01-01T00:00:00.000Z'),
+    storageContext: 'mothership' as const,
+  }
+  listAllWorkspaceFilesExecute.mockResolvedValue({ files: [record] })
+  findWorkspaceFileRecord.mockReturnValue(record)
+  readWorkspaceFileContentExecute.mockResolvedValue({ content })
+
+  const vfs = new WorkspaceVFS({ kind: 'session', userId: 'user-1', sessionId: 'session-1' })
+  Object.assign(vfs, { _workspaceId: 'ws-1' })
+  return vfs
+}
+
+describe('WorkspaceVFS dynamic render reads', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('marks render exceptions as file read errors', async () => {
+    const vfs = arrangeRenderRead()
+    renderDocToGrid.mockRejectedValue(
+      new Error('Document compiler not configured (MOTHERSHIP_E2B_DOC_TEMPLATE_ID is unset)')
+    )
+
+    const result = await vfs.readFileContent('files/brief.pdf/render')
+
+    expect(result).toEqual({
+      content:
+        '{"ok":false,"error":"Document compiler not configured (MOTHERSHIP_E2B_DOC_TEMPLATE_ID is unset)"}',
+      totalLines: 1,
+      error: 'Document compiler not configured (MOTHERSHIP_E2B_DOC_TEMPLATE_ID is unset)',
+    })
+  })
+
+  it.each([
+    {
+      label: 'unsupported extensions',
+      name: 'brief.txt',
+      error: 'Render supports .pptx, .docx, and .pdf only',
+    },
+    {
+      label: 'oversized file metadata',
+      size: MAX_DOC_READ_INPUT_BYTES + 1,
+      error: 'File is too large to render',
+    },
+    {
+      label: 'oversized fetched buffers',
+      content: { length: MAX_DOC_READ_INPUT_BYTES + 1 },
+      error: 'File is too large to render',
+    },
+    {
+      label: 'oversized source',
+      content: Buffer.alloc(MAX_DOCUMENT_PREVIEW_CODE_BYTES + 1, 'a'),
+      error: 'File source exceeds maximum size',
+    },
+    {
+      label: 'missing render tasks',
+      name: 'brief.odt',
+      content: Buffer.from('document source'),
+      error: 'Cannot render this file',
+    },
+  ])('marks $label as file read errors', async ({ name, size, content, error }) => {
+    const vfs = arrangeRenderRead({ name, size, content })
+
+    const result = await vfs.readFileContent(`files/${name ?? 'brief.pdf'}/render`)
+
+    expect(result).toEqual({
+      content: JSON.stringify({ ok: false, error }),
+      totalLines: 1,
+      error,
+    })
+  })
+})
diff --git a/apps/sim/lib/copilot/vfs/workspace-vfs.ts b/apps/sim/lib/copilot/vfs/workspace-vfs.ts
index 1cdb3dd34b2..00d7c52d106 100644
--- a/apps/sim/lib/copilot/vfs/workspace-vfs.ts
+++ b/apps/sim/lib/copilot/vfs/workspace-vfs.ts
@@ -184,6 +184,14 @@ function bindWorkspaceFileResult<T>(
   }
 }
 
+function renderErrorResult(error: string): FileReadResult {
+  return {
+    content: JSON.stringify({ ok: false, error }),
+    totalLines: 1,
+    error,
+  }
+}
+
 function recordContributingFile(
   files: Map<string, WorkspaceFileSecretProvenanceIdentity>,
   identity: WorkspaceFileSecretProvenanceIdentity
@@ -1103,10 +1111,7 @@ export class WorkspaceVFS {
     contributingFiles: Map<string, WorkspaceFileSecretProvenanceIdentity>
   ): Promise<FileReadResult> {
     if (typeof record.size === 'number' && record.size > MAX_DOC_READ_INPUT_BYTES) {
-      return {
-        content: JSON.stringify({ ok: false, error: 'File is too large to render' }),
-        totalLines: 1,
-      }
+      return renderErrorResult('File is too large to render')
     }
     const { content: buffer } = await readWorkspaceFileContent.execute({
       principal: this.requireFilePrincipal(),
@@ -1117,10 +1122,7 @@ export class WorkspaceVFS {
       },
     })
     if (buffer.length > MAX_DOC_READ_INPUT_BYTES) {
-      return {
-        content: JSON.stringify({ ok: false, error: 'File is too large to render' }),
-        totalLines: 1,
-      }
+      return renderErrorResult('File is too large to render')
     }
     // Already-binary uploads render directly; source files are compiled first
     // (E2B regime -> doc sandbox: Node pptx/docx, Python pdf; otherwise
@@ -1131,10 +1133,7 @@ export class WorkspaceVFS {
     } else {
       const code = buffer.toString('utf-8')
       if (Buffer.byteLength(code, 'utf-8') > MAX_DOCUMENT_PREVIEW_CODE_BYTES) {
-        return {
-          content: JSON.stringify({ ok: false, error: 'File source exceeds maximum size' }),
-          totalLines: 1,
-        }
+        return renderErrorResult('File source exceeds maximum size')
       }
       if (isDocSandboxEnabled && (await getE2BDocFormat(record.name))) {
         bin = (
@@ -1148,10 +1147,7 @@ export class WorkspaceVFS {
       } else {
         const taskId = BINARY_DOC_TASKS[ext]
         if (!taskId) {
-          return {
-            content: JSON.stringify({ ok: false, error: 'Cannot render this file' }),
-            totalLines: 1,
-          }
+          return renderErrorResult('Cannot render this file')
         }
         bin = await runSandboxTask(
           taskId,
@@ -1337,13 +1333,10 @@ export class WorkspaceVFS {
         if (!record) return null
         const ext = record.name.split('.').pop()?.toLowerCase() ?? ''
         if (!isRenderableDocExt(ext)) {
-          return bindWorkspaceFileResult(record, {
-            content: JSON.stringify({
-              ok: false,
-              error: 'Render supports .pptx, .docx, and .pdf only',
-            }),
-            totalLines: 1,
-          })
+          return bindWorkspaceFileResult(
+            record,
+            renderErrorResult('Render supports .pptx, .docx, and .pdf only')
+          )
         }
         const renderName = record.name
         const rendered = await this.renderDocRecordResult(
@@ -1355,19 +1348,17 @@ export class WorkspaceVFS {
         )
         return bindWorkspaceFileResult(record, rendered, 'derived', [...contributingFiles.values()])
       } catch (err) {
+        const error = toError(err).message
         logger.warn('Render read failed via VFS', {
           workspaceId: this._workspaceId,
           path,
           fileId: record?.id,
-          error: toError(err).message,
+          error,
         })
         // Return an explicit error (not null) once the file resolved — a null read
         // looks like a missing path and sends the agent hunting for the "correct"
         // render path instead of surfacing the real compile/render failure.
-        const errorResult = {
-          content: JSON.stringify({ ok: false, error: toError(err).message }),
-          totalLines: 1,
-        }
+        const errorResult = renderErrorResult(error)
         return record ? bindWorkspaceFileResult(record, errorResult) : { value: errorResult }
       }
     }
diff --git a/apps/sim/lib/core/application/forbidden.ts b/apps/sim/lib/core/application/forbidden.ts
new file mode 100644
index 00000000000..9c99901591d
--- /dev/null
+++ b/apps/sim/lib/core/application/forbidden.ts
@@ -0,0 +1,102 @@
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+
+/**
+ * The closed set of machine-readable causes a `403` may carry in
+ * `error.details.code`.
+ *
+ * A 403 tells a caller only that it was refused; the cause decides what it can
+ * do about it. Raising a member's role, issuing a personal key instead of a
+ * workspace-scoped one, re-pointing a workspace key, and buying an enterprise
+ * plan are four different remedies that were previously distinguishable only by
+ * matching on prose — which makes every message reword a silent client break.
+ *
+ * The set is closed and exhaustive over the refusals a caller can act on, for
+ * two reasons. A union type makes an unlisted spelling a compile error rather
+ * than a new undocumented value on the wire, and the OpenAPI 403 description is
+ * generated from these same members, so a code cannot be emitted without being
+ * published.
+ *
+ * Deliberately absent: the cross-tenant refusals (`NoWorkspaceAccessError`,
+ * `WorkspaceApiKeyScopeAuthorizationError`,
+ * `DelegatedWorkspaceAuthorizationError`). Those are concealed as `404` by
+ * `createV2ResourceConcealmentPolicy` precisely so a caller cannot learn that
+ * the resource exists, and naming their cause would hand back the signal the
+ * concealment withholds.
+ */
+export const FORBIDDEN_DETAIL_CODES = [
+  /** The caller's workspace role is below the operation's `minimumRole`. */
+  'INSUFFICIENT_WORKSPACE_ROLE',
+  /** The workspace's organization has disabled personal API keys. */
+  'PERSONAL_API_KEYS_DISABLED',
+  /** The operation is not delegable to a workspace-scoped API key. */
+  'WORKSPACE_KEY_OPERATION_NOT_PERMITTED',
+  /** The operation does not accept this kind of principal at all. */
+  'PRINCIPAL_KIND_NOT_PERMITTED',
+  /** The caller is not a member of the organization it named. */
+  'ORGANIZATION_MEMBERSHIP_REQUIRED',
+  /** The caller is a member of the organization but not an admin or owner. */
+  'ORGANIZATION_ADMIN_REQUIRED',
+  /** The organization has no usable enterprise subscription. */
+  'ENTERPRISE_PLAN_REQUIRED',
+  /** Audit logging is switched off for this deployment. */
+  'AUDIT_LOGS_DISABLED',
+  /** The caller holds workspace write but is not an editor of this skill. */
+  'SKILL_EDITOR_ACCESS_REQUIRED',
+  /** The MCP server URL is outside the allowed domains or resolves internally. */
+  'MCP_SERVER_URL_NOT_ALLOWED',
+] as const
+
+export type ForbiddenDetailCode = (typeof FORBIDDEN_DETAIL_CODES)[number]
+
+/**
+ * What each code means to a caller, in the words the generated OpenAPI 403
+ * description publishes.
+ *
+ * The `Record` is the completeness gate: adding a member to
+ * {@link FORBIDDEN_DETAIL_CODES} fails to compile until it is documented here,
+ * so a code cannot reach the wire undocumented.
+ */
+export const FORBIDDEN_DETAIL_CODE_DESCRIPTIONS: Record<ForbiddenDetailCode, string> = {
+  INSUFFICIENT_WORKSPACE_ROLE:
+    'The caller has access to the workspace but its role is below the one this operation requires.',
+  PERSONAL_API_KEYS_DISABLED:
+    "The workspace's organization does not allow personal API keys. Use a workspace API key.",
+  WORKSPACE_KEY_OPERATION_NOT_PERMITTED:
+    'This operation is not available to a workspace-scoped API key. Use a personal API key.',
+  PRINCIPAL_KIND_NOT_PERMITTED: 'This operation does not accept the caller’s kind of API key.',
+  ORGANIZATION_MEMBERSHIP_REQUIRED: 'The caller is not a member of the organization it named.',
+  ORGANIZATION_ADMIN_REQUIRED:
+    'The caller is a member of the organization but not an admin or owner.',
+  ENTERPRISE_PLAN_REQUIRED: 'The organization has no active enterprise subscription.',
+  AUDIT_LOGS_DISABLED: 'Audit logging is not enabled for this deployment.',
+  SKILL_EDITOR_ACCESS_REQUIRED:
+    'The caller can write in the workspace but is not an editor of this skill.',
+  MCP_SERVER_URL_NOT_ALLOWED:
+    'The supplied MCP server URL is outside the allowed domains or resolves to an internal address.',
+}
+
+/**
+ * A `forbidden` orchestration failure that names its cause.
+ *
+ * Subclasses keep their own identity so `instanceof` checks that already
+ * classify a refusal — concealment, for one — keep working unchanged; the code
+ * rides alongside rather than replacing the message.
+ */
+export class ForbiddenOperationError extends OrchestrationError {
+  constructor(
+    readonly detailCode: ForbiddenDetailCode,
+    message: string
+  ) {
+    super('forbidden', message)
+    this.name = 'ForbiddenOperationError'
+  }
+}
+
+/**
+ * The `error.details` a refusal should be rendered with, or `undefined` when the
+ * failure names no cause. Applied by the v2 error projection so a route never
+ * has to remember to attach it.
+ */
+export function forbiddenErrorDetails(error: unknown): { code: ForbiddenDetailCode } | undefined {
+  return error instanceof ForbiddenOperationError ? { code: error.detailCode } : undefined
+}
diff --git a/apps/sim/lib/core/application/index.ts b/apps/sim/lib/core/application/index.ts
index 8617e151734..6ac885759ba 100644
--- a/apps/sim/lib/core/application/index.ts
+++ b/apps/sim/lib/core/application/index.ts
@@ -6,6 +6,13 @@ export {
   recordProjectedUseCaseAuditEntries,
   type WorkspaceUseCaseAuditEntry,
 } from '@/lib/core/application/authorized-workspace-use-case'
+export {
+  FORBIDDEN_DETAIL_CODE_DESCRIPTIONS,
+  FORBIDDEN_DETAIL_CODES,
+  type ForbiddenDetailCode,
+  ForbiddenOperationError,
+  forbiddenErrorDetails,
+} from '@/lib/core/application/forbidden'
 export type {
   ApplicationOperation,
   OperationUseCase,
diff --git a/apps/sim/lib/core/application/workspace-authorization.ts b/apps/sim/lib/core/application/workspace-authorization.ts
index d90c62c1682..bc3a61be9f8 100644
--- a/apps/sim/lib/core/application/workspace-authorization.ts
+++ b/apps/sim/lib/core/application/workspace-authorization.ts
@@ -5,6 +5,7 @@ import {
   permissionSatisfies,
   resolveEffectiveWorkspacePermission,
 } from '@sim/platform-authz/workspace'
+import { ForbiddenOperationError } from '@/lib/core/application/forbidden'
 import type {
   PrincipalForOperation,
   WorkspaceOperation,
@@ -28,13 +29,19 @@ export interface WorkspaceAuthorizationOptions<C extends WorkspaceAuthorizationC
   delegation?: WorkspaceDelegationPolicy<C>
 }
 
-export class InsufficientWorkspacePermissionsError extends OrchestrationError {
+export class InsufficientWorkspacePermissionsError extends ForbiddenOperationError {
   constructor() {
-    super('forbidden', 'Insufficient workspace permissions')
+    super('INSUFFICIENT_WORKSPACE_ROLE', 'Insufficient workspace permissions')
     this.name = 'InsufficientWorkspacePermissionsError'
   }
 }
 
+/**
+ * No reach into the workspace at all. Carries no `detailCode` on purpose: the v2
+ * surface conceals this as a `404`, and a code would restate the resource's
+ * existence that the concealment withholds. The message stays identical to
+ * {@link InsufficientWorkspacePermissionsError} for the same reason.
+ */
 export class NoWorkspaceAccessError extends OrchestrationError {
   constructor() {
     super('forbidden', 'Insufficient workspace permissions')
@@ -42,20 +49,24 @@ export class NoWorkspaceAccessError extends OrchestrationError {
   }
 }
 
-export class PersonalApiKeysDisabledError extends OrchestrationError {
+export class PersonalApiKeysDisabledError extends ForbiddenOperationError {
   constructor() {
-    super('forbidden', 'Personal API keys are not allowed for this workspace')
+    super('PERSONAL_API_KEYS_DISABLED', 'Personal API keys are not allowed for this workspace')
     this.name = 'PersonalApiKeysDisabledError'
   }
 }
 
-export class WorkspaceApiKeyAuthorizationError extends OrchestrationError {
+export class WorkspaceApiKeyAuthorizationError extends ForbiddenOperationError {
   constructor() {
-    super('forbidden', 'Workspace API key cannot perform this operation')
+    super(
+      'WORKSPACE_KEY_OPERATION_NOT_PERMITTED',
+      'Workspace API key cannot perform this operation'
+    )
     this.name = 'WorkspaceApiKeyAuthorizationError'
   }
 }
 
+/** Concealed as a `404`; see {@link NoWorkspaceAccessError} for why it has no code. */
 export class WorkspaceApiKeyScopeAuthorizationError extends OrchestrationError {
   constructor() {
     super('forbidden', 'Workspace API key cannot access this workspace')
@@ -63,6 +74,7 @@ export class WorkspaceApiKeyScopeAuthorizationError extends OrchestrationError {
   }
 }
 
+/** Concealed as a `404`; see {@link NoWorkspaceAccessError} for why it has no code. */
 export class DelegatedWorkspaceAuthorizationError extends OrchestrationError {
   constructor() {
     super('forbidden', 'Delegated workspace access is no longer valid')
@@ -70,13 +82,21 @@ export class DelegatedWorkspaceAuthorizationError extends OrchestrationError {
   }
 }
 
-export class PrincipalKindAuthorizationError extends OrchestrationError {
+export class PrincipalKindAuthorizationError extends ForbiddenOperationError {
   constructor(principalKind: Principal['kind'], operationId: string) {
-    super('forbidden', `Principal kind ${principalKind} cannot perform operation ${operationId}`)
+    super(
+      'PRINCIPAL_KIND_NOT_PERMITTED',
+      `Principal kind ${principalKind} cannot perform operation ${operationId}`
+    )
     this.name = 'PrincipalKindAuthorizationError'
   }
 }
 
+/**
+ * Only a delegated principal can raise this, and no delegated principal reaches
+ * `/api/v2` — the surface authenticates API keys only — so it carries no v2
+ * `detailCode`.
+ */
 export class DelegatedServiceAuthorizationError extends OrchestrationError {
   constructor(serviceId: DelegatedPrincipal['serviceId'], operationId: string) {
     super('forbidden', `Delegated service ${serviceId} cannot perform operation ${operationId}`)
diff --git a/apps/sim/lib/core/telemetry.ts b/apps/sim/lib/core/telemetry.ts
index a36c7ff28b2..3d1ca1b39a7 100644
--- a/apps/sim/lib/core/telemetry.ts
+++ b/apps/sim/lib/core/telemetry.ts
@@ -405,9 +405,7 @@ export function trackPlatformEvent(
   }
 }
 
-// ============================================================================
 // PLATFORM TELEMETRY EVENTS
-// ============================================================================
 //
 // Naming Convention:
 //   Event:     platform.{resource}.{past_tense_action}
@@ -428,7 +426,6 @@ export function trackPlatformEvent(
 //   - Webhook:        platform.webhook.*
 //   - Billing:        platform.billing.*
 //   - Template:       platform.template.*
-// ============================================================================
 
 /**
  * Platform Events - Typed event tracking helpers
diff --git a/apps/sim/lib/credentials/application/list-workspace-credentials.ts b/apps/sim/lib/credentials/application/list-workspace-credentials.ts
index 2f92c8f1a86..45f2eee5c67 100644
--- a/apps/sim/lib/credentials/application/list-workspace-credentials.ts
+++ b/apps/sim/lib/credentials/application/list-workspace-credentials.ts
@@ -1,3 +1,4 @@
+import type { CursorKey, ListSortOrder } from '@/lib/api/list-query'
 import { defineAuthorizedWorkspaceUseCase } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { credentialOperations } from '@/lib/credentials/application/operations'
@@ -15,11 +16,20 @@ export interface ListWorkspaceCredentialsInput {
   providerId?: string
   search?: string
   sortBy: 'displayName' | 'createdAt' | 'updatedAt'
-  sortOrder: 'asc' | 'desc'
+  sortOrder: ListSortOrder
+  limit: number
+  cursorKeys?: CursorKey[]
 }
 
 export interface ListWorkspaceCredentialsResult {
   credentials: VisibleWorkspaceCredential[]
+  nextCursorKeys: CursorKey[] | null
+  /**
+   * Echoed back because the route's presenter receives only this result, and the
+   * cursor it hands out has to be stamped with the sort that produced it.
+   */
+  sortBy: ListWorkspaceCredentialsInput['sortBy']
+  sortOrder: ListSortOrder
 }
 
 export const listWorkspaceCredentials = defineAuthorizedWorkspaceUseCase({
@@ -34,34 +44,36 @@ export const listWorkspaceCredentials = defineAuthorizedWorkspaceUseCase({
     const types: Array<'oauth' | 'service_account'> = input.type
       ? [input.type]
       : ['oauth', 'service_account']
+    const sort = { sortBy: input.sortBy, sortOrder: input.sortOrder }
+
     if (principal.kind === 'workspace_api_key') {
-      return {
-        credentials: await listWorkspacePrincipalCredentials({
-          workspaceId: context.workspaceId,
-          types,
-          providerId: input.providerId,
-          search: input.search,
-          sortBy: input.sortBy,
-          sortOrder: input.sortOrder,
-        }),
-      }
+      const page = await listWorkspacePrincipalCredentials({
+        workspaceId: context.workspaceId,
+        types,
+        providerId: input.providerId,
+        search: input.search,
+        ...sort,
+        limit: input.limit,
+        cursorKeys: input.cursorKeys,
+      })
+      return { credentials: page.data, nextCursorKeys: page.nextCursorKeys, ...sort }
     }
 
     const workspaceAccess = await checkWorkspaceAccess(context.workspaceId, principal.userId)
     if (!workspaceAccess.hasAccess) {
       throw new OrchestrationError('forbidden', 'Access denied')
     }
-    return {
-      credentials: await listVisibleWorkspaceCredentials({
-        workspaceId: context.workspaceId,
-        userId: principal.userId,
-        workspaceAccess,
-        types,
-        providerId: input.providerId,
-        search: input.search,
-        sortBy: input.sortBy,
-        sortOrder: input.sortOrder,
-      }),
-    }
+    const page = await listVisibleWorkspaceCredentials({
+      workspaceId: context.workspaceId,
+      userId: principal.userId,
+      workspaceAccess,
+      types,
+      providerId: input.providerId,
+      search: input.search,
+      ...sort,
+      limit: input.limit,
+      cursorKeys: input.cursorKeys,
+    })
+    return { credentials: page.data, nextCursorKeys: page.nextCursorKeys, ...sort }
   },
 })
diff --git a/apps/sim/lib/credentials/queries.test.ts b/apps/sim/lib/credentials/queries.test.ts
index d4391d06206..cc5dfb3a368 100644
--- a/apps/sim/lib/credentials/queries.test.ts
+++ b/apps/sim/lib/credentials/queries.test.ts
@@ -11,7 +11,7 @@ describe('listWorkspacePrincipalCredentials', () => {
   })
 
   it('selects and returns only connection metadata', async () => {
-    dbChainMockFns.orderBy.mockResolvedValueOnce([
+    dbChainMockFns.limit.mockResolvedValueOnce([
       {
         id: 'credential-1',
         workspaceId: 'workspace-1',
@@ -30,9 +30,11 @@ describe('listWorkspacePrincipalCredentials', () => {
     const result = await listWorkspacePrincipalCredentials({
       workspaceId: 'workspace-1',
       types: ['oauth', 'service_account'],
+      limit: 50,
     })
 
-    expect(result).toEqual([
+    expect(result.nextCursorKeys).toBeNull()
+    expect(result.data).toEqual([
       {
         id: 'credential-1',
         workspaceId: 'workspace-1',
@@ -57,19 +59,20 @@ describe('listWorkspacePrincipalCredentials', () => {
 
   it('fails fast on an empty connection-type policy', async () => {
     await expect(
-      listWorkspacePrincipalCredentials({ workspaceId: 'workspace-1', types: [] })
+      listWorkspacePrincipalCredentials({ workspaceId: 'workspace-1', types: [], limit: 50 })
     ).rejects.toThrow('Workspace credential types cannot be empty')
     expect(dbChainMockFns.select).not.toHaveBeenCalled()
   })
 
   it('propagates database failures', async () => {
     const failure = new Error('database unavailable')
-    dbChainMockFns.orderBy.mockRejectedValueOnce(failure)
+    dbChainMockFns.limit.mockRejectedValueOnce(failure)
 
     await expect(
       listWorkspacePrincipalCredentials({
         workspaceId: 'workspace-1',
         types: ['oauth', 'service_account'],
+        limit: 50,
       })
     ).rejects.toBe(failure)
   })
diff --git a/apps/sim/lib/credentials/queries.ts b/apps/sim/lib/credentials/queries.ts
index 9724fadd410..bacb9d2cda7 100644
--- a/apps/sim/lib/credentials/queries.ts
+++ b/apps/sim/lib/credentials/queries.ts
@@ -1,9 +1,20 @@
 import { db } from '@sim/db'
 import { credential, credentialMember } from '@sim/db/schema'
-import { and, type Column, eq, inArray, isNotNull, or, sql } from 'drizzle-orm'
+import { and, eq, inArray, isNotNull, or, sql } from 'drizzle-orm'
 import type { V2CredentialSortBy } from '@/lib/api/contracts/v2/credentials'
-import type { ListSortOrder } from '@/lib/api/list-query'
-import { listOrderBy, searchFilter } from '@/lib/api/list-query'
+import {
+  type CursorKey,
+  type KeysetKey,
+  type KeysetPage,
+  keysetColumns,
+  keysetPage,
+  type ListSortOrder,
+  listOrderBy,
+  resumeKeyset,
+  searchFilter,
+  textKey,
+  timestampKey,
+} from '@/lib/api/list-query'
 import { isSharedCredentialType, SHARED_CREDENTIAL_TYPES } from '@/lib/credentials/access'
 import type { WorkspaceAccess } from '@/lib/workspaces/permissions/utils'
 
@@ -31,6 +42,38 @@ export interface VisibleWorkspaceCredential {
   role: 'admin' | 'member'
 }
 
+const credentialIdKey = textKey<VisibleWorkspaceCredential>(credential.id, (row) => row.id)
+
+/**
+ * Keyset orderings for the public list's sortable fields, made total over the
+ * contract enum by `satisfies`. Each ends in `id` so credentials sharing a
+ * display name or a timestamp still come back in a stable order — which is also
+ * what makes the cursor resumable, since a non-unique final key can repeat or
+ * skip a row at a page boundary.
+ *
+ * The keys encode from {@link VisibleWorkspaceCredential} — the mapped row, not
+ * the raw select — because both readers below derive their projection before
+ * the page is cut, so the cursor is always stamped from the row the caller
+ * actually received.
+ */
+const CREDENTIAL_SORTS = {
+  displayName: [
+    textKey<VisibleWorkspaceCredential>(credential.displayName, (row) => row.displayName),
+    credentialIdKey,
+  ],
+  createdAt: [
+    timestampKey<VisibleWorkspaceCredential>(credential.createdAt, (row) => row.createdAt),
+    credentialIdKey,
+  ],
+  updatedAt: [
+    timestampKey<VisibleWorkspaceCredential>(credential.updatedAt, (row) => row.updatedAt),
+    credentialIdKey,
+  ],
+} satisfies Record<V2CredentialSortBy, readonly KeysetKey<VisibleWorkspaceCredential>[]>
+
+/** One page of workspace credentials plus the keys that resume it. */
+export type WorkspaceCredentialPage = KeysetPage<VisibleWorkspaceCredential>
+
 /**
  * The credentials a user may see in a workspace.
  *
@@ -38,17 +81,6 @@ export interface VisibleWorkspaceCredential {
  * admins — every shared-type credential, plus the caller's own personal env
  * credentials. Encrypted secret material is never selected.
  */
-/**
- * Orderings for the public list's sortable fields, made total over the contract
- * enum by `satisfies`. Each ends in `id` so credentials sharing a display name
- * or a timestamp still come back in a stable order.
- */
-const CREDENTIAL_SORTS = {
-  displayName: [credential.displayName, credential.id],
-  createdAt: [credential.createdAt, credential.id],
-  updatedAt: [credential.updatedAt, credential.id],
-} satisfies Record<V2CredentialSortBy, readonly Column[]>
-
 export async function listVisibleWorkspaceCredentials(params: {
   workspaceId: string
   userId: string
@@ -59,7 +91,22 @@ export async function listVisibleWorkspaceCredentials(params: {
   search?: string
   sortBy?: V2CredentialSortBy
   sortOrder?: ListSortOrder
-}): Promise<VisibleWorkspaceCredential[]> {
+  /** Page size. Omitted by the unpaged session surface — see {@link keysetPage}. */
+  limit?: number
+  cursorKeys?: CursorKey[]
+  /**
+   * Restricts personal env credentials to the caller's own, in SQL.
+   *
+   * The secrets surface used to apply this as a JS filter over the query's
+   * result. That is invisible on an unpaged read but a correctness bug once the
+   * query is paged: a page of `limit` rows trimmed afterwards hands the caller
+   * fewer rows than it asked for while `nextCursor` still claims more. It is a
+   * pure page-size fix — the predicate drops exactly the rows the JS filter
+   * dropped (another user's `env_personal` row, reachable only via an explicit
+   * `credential_member` grant), and never widens what a caller can see.
+   */
+  ownedEnvSecretsOnly?: boolean
+}): Promise<WorkspaceCredentialPage> {
   const {
     workspaceId,
     userId,
@@ -69,11 +116,21 @@ export async function listVisibleWorkspaceCredentials(params: {
     search,
     sortBy = 'createdAt',
     sortOrder = 'desc',
+    limit,
   } = params
 
   const whereClauses = [eq(credential.workspaceId, workspaceId)]
   if (types?.length) whereClauses.push(inArray(credential.type, types))
   if (providerId) whereClauses.push(eq(credential.providerId, providerId))
+  const ownedEnvSecretsClause = params.ownedEnvSecretsOnly
+    ? or(
+        eq(credential.type, 'env_workspace'),
+        and(eq(credential.type, 'env_personal'), eq(credential.envOwnerUserId, userId))
+      )
+    : undefined
+
+  const keys = CREDENTIAL_SORTS[sortBy]
+  const after = resumeKeyset(keys, params.cursorKeys, sortOrder)
 
   const isWorkspaceAdmin = workspaceAccess.canAdmin
   const accessClause = isWorkspaceAdmin
@@ -84,7 +141,7 @@ export async function listVisibleWorkspaceCredentials(params: {
       )
     : or(isNotNull(credentialMember.id), eq(credential.envOwnerUserId, userId))
 
-  const rows = await db
+  const query = db
     .select({
       id: credential.id,
       workspaceId: credential.workspaceId,
@@ -110,20 +167,34 @@ export async function listVisibleWorkspaceCredentials(params: {
         eq(credentialMember.status, 'active')
       )
     )
-    .where(and(...whereClauses, accessClause, searchFilter(credential.displayName, search)))
-    .orderBy(...listOrderBy(CREDENTIAL_SORTS[sortBy], sortOrder))
+    .where(
+      and(
+        ...whereClauses,
+        accessClause,
+        ownedEnvSecretsClause,
+        searchFilter(credential.displayName, search),
+        after
+      )
+    )
+    .orderBy(...listOrderBy(keysetColumns(keys), sortOrder))
 
-  return rows.map(({ memberRole, encryptedServiceAccountKey, ...rest }) => ({
+  const rows = await (limit === undefined ? query : query.limit(limit + 1))
+
+  const mapped = rows.map(({ memberRole, encryptedServiceAccountKey, ...rest }) => ({
     ...rest,
     hasServiceAccountKey: Boolean(encryptedServiceAccountKey),
+    /**
+     * An `env_personal` credential's own env owner administers it regardless of
+     * workspace role — otherwise the owner of a personal secret can't manage it.
+     */
     role:
-      // An `env_personal` credential's own env owner administers it regardless of
-      // workspace role — otherwise the owner of a personal secret can't manage it.
       (rest.type === 'env_personal' && rest.envOwnerUserId === userId) ||
       (isWorkspaceAdmin && isSharedCredentialType(rest.type))
-        ? 'admin'
-        : (memberRole ?? 'member'),
+        ? ('admin' as const)
+        : (memberRole ?? ('member' as const)),
   }))
+
+  return keysetPage(keys, mapped, limit)
 }
 
 /**
@@ -141,7 +212,9 @@ export async function listWorkspacePrincipalCredentials(params: {
   search?: string
   sortBy?: V2CredentialSortBy
   sortOrder?: ListSortOrder
-}): Promise<VisibleWorkspaceCredential[]> {
+  limit: number
+  cursorKeys?: CursorKey[]
+}): Promise<WorkspaceCredentialPage> {
   const {
     workspaceId,
     types,
@@ -149,13 +222,17 @@ export async function listWorkspacePrincipalCredentials(params: {
     search,
     sortBy = 'createdAt',
     sortOrder = 'desc',
+    limit,
   } = params
   if (types.length === 0) throw new Error('Workspace credential types cannot be empty')
 
   const whereClauses = [eq(credential.workspaceId, workspaceId), inArray(credential.type, types)]
   if (providerId) whereClauses.push(eq(credential.providerId, providerId))
 
-  const rows = await db
+  const keys = CREDENTIAL_SORTS[sortBy]
+  const after = resumeKeyset(keys, params.cursorKeys, sortOrder)
+
+  const query = db
     .select({
       id: credential.id,
       workspaceId: credential.workspaceId,
@@ -170,15 +247,19 @@ export async function listWorkspacePrincipalCredentials(params: {
       hasServiceAccountKey: sql<boolean>`${credential.encryptedServiceAccountKey} IS NOT NULL`,
     })
     .from(credential)
-    .where(and(...whereClauses, searchFilter(credential.displayName, search)))
-    .orderBy(...listOrderBy(CREDENTIAL_SORTS[sortBy], sortOrder))
+    .where(and(...whereClauses, searchFilter(credential.displayName, search), after))
+    .orderBy(...listOrderBy(keysetColumns(keys), sortOrder))
 
-  return rows.map((row) => ({
+  const rows = await query.limit(limit + 1)
+
+  const mapped = rows.map((row) => ({
     ...row,
     envKey: null,
     envOwnerUserId: null,
-    role: 'member',
+    role: 'member' as const,
   }))
+
+  return keysetPage(keys, mapped, limit)
 }
 
 /**
diff --git a/apps/sim/lib/custom-tools/application/use-cases.ts b/apps/sim/lib/custom-tools/application/use-cases.ts
index 853e7662b4b..dd0fb4e44de 100644
--- a/apps/sim/lib/custom-tools/application/use-cases.ts
+++ b/apps/sim/lib/custom-tools/application/use-cases.ts
@@ -6,7 +6,7 @@ import {
 } from '@sim/auth/principal'
 import type { customTools } from '@sim/db/schema'
 import { getErrorMessage, getPostgresErrorCode } from '@sim/utils/errors'
-import type { ListSortOrder } from '@/lib/api/list-query'
+import type { CursorKey, ListSortOrder } from '@/lib/api/list-query'
 import { defineAuthorizedWorkspaceUseCase } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { customToolDelegationPolicy } from '@/lib/custom-tools/application/authorization'
@@ -92,6 +92,8 @@ export interface ListWorkspaceCustomToolsInput {
   search?: string
   sortBy?: CustomToolSortBy
   sortOrder?: ListSortOrder
+  limit: number
+  cursorKeys?: CursorKey[]
 }
 
 export const listWorkspaceCustomToolsUseCase = defineAuthorizedWorkspaceUseCase({
@@ -100,8 +102,13 @@ export const listWorkspaceCustomToolsUseCase = defineAuthorizedWorkspaceUseCase(
     resolveWorkspaceContext(input.workspaceId),
   authorizationOptions,
   async execute({ input, context }) {
-    const tools = await listWorkspaceCustomTools({ ...input, workspaceId: context.workspaceId })
-    return { tools }
+    const page = await listWorkspaceCustomTools({ ...input, workspaceId: context.workspaceId })
+    return {
+      tools: page.data,
+      nextCursorKeys: page.nextCursorKeys,
+      sortBy: input.sortBy ?? 'createdAt',
+      sortOrder: input.sortOrder ?? 'desc',
+    }
   },
 })
 
diff --git a/apps/sim/lib/execution/preprocessing.test.ts b/apps/sim/lib/execution/preprocessing.test.ts
index 1fef3ecbe3a..a39e4b500af 100644
--- a/apps/sim/lib/execution/preprocessing.test.ts
+++ b/apps/sim/lib/execution/preprocessing.test.ts
@@ -34,6 +34,8 @@ vi.mock('@/lib/billing/calculations/usage-reservation', () => ({
     readonly code = 'SERVICE_OVERLOADED'
     readonly statusCode = 503
     readonly retryable = true
+    /** Mirrors ADMISSION_ERROR_DESCRIPTOR.RESERVATION_INFRASTRUCTURE. */
+    readonly retryAfterSeconds = 5
   },
 }))
 vi.mock('@/lib/billing/core/billing-attribution', () => ({
@@ -671,6 +673,8 @@ describe('preprocessExecution billing attribution', () => {
       statusCode: 429,
       code: ADMISSION_ERROR_CODE.RESERVATION_CONCURRENCY,
       retryable: true,
+      /** A retryable denial must carry the descriptor's declared wait to the transport. */
+      retryAfterMs: 5000,
       message: 'Too many concurrent executions',
     },
     {
@@ -678,6 +682,8 @@ describe('preprocessExecution billing attribution', () => {
       statusCode: 402,
       code: ADMISSION_ERROR_CODE.RESERVATION_PAYER_HEADROOM,
       retryable: false,
+      /** Waiting does not fix a billing limit, so no retry pacing is offered. */
+      retryAfterMs: undefined,
       message: 'billing account has no guaranteed base-charge headroom',
     },
     {
@@ -685,11 +691,12 @@ describe('preprocessExecution billing attribution', () => {
       statusCode: 402,
       code: ADMISSION_ERROR_CODE.RESERVATION_MEMBER_HEADROOM,
       retryable: false,
+      retryAfterMs: undefined,
       message: 'organization member usage limit has no guaranteed base-charge headroom',
     },
   ])(
     'maps $reason to stable admission metadata while retaining local wording',
-    async ({ reason, statusCode, code, retryable, message }) => {
+    async ({ reason, statusCode, code, retryable, retryAfterMs, message }) => {
       mockCheckAttributedUsageLimits.mockResolvedValueOnce({
         isExceeded: false,
         payerUsage: { currentUsage: 1, limit: 10 },
@@ -717,6 +724,7 @@ describe('preprocessExecution billing attribution', () => {
       })
       if (result.success) throw new Error('Expected preprocessing to reject the reservation')
       expect(result.error.message).toContain(message)
+      expect(result.error.retryAfterMs).toBe(retryAfterMs)
     }
   )
 
@@ -734,6 +742,7 @@ describe('preprocessExecution billing attribution', () => {
       error: {
         statusCode: 503,
         retryable: true,
+        retryAfterMs: 5000,
         code: ADMISSION_ERROR_CODE.RESERVATION_INFRASTRUCTURE,
         cause: { code: 'SERVICE_OVERLOADED' },
       },
diff --git a/apps/sim/lib/execution/preprocessing.ts b/apps/sim/lib/execution/preprocessing.ts
index d111187d0fa..84f41b41c41 100644
--- a/apps/sim/lib/execution/preprocessing.ts
+++ b/apps/sim/lib/execution/preprocessing.ts
@@ -16,6 +16,7 @@ import {
 import type { HighestPrioritySubscription } from '@/lib/billing/core/plan'
 import { getHighestPrioritySubscription } from '@/lib/billing/core/subscription'
 import {
+  type AdmissionErrorDescriptor,
   getReservationDenialDescriptor,
   type ReservationDenialReason,
 } from '@/lib/core/admission/transient-failure'
@@ -111,11 +112,30 @@ export interface PreprocessExecutionError {
   statusCode: number
   code?: string
   retryable?: boolean
-  /** Populated on rate-limit denials so callers can emit `Retry-After`. */
+  /**
+   * How long the caller should wait before retrying, so surfaces can emit
+   * `Retry-After`. Set by rate-limit denials from the token bucket, and by
+   * admission denials from their descriptor's declared `retryAfterSeconds`.
+   */
   retryAfterMs?: number
   cause?: Record<string, unknown>
 }
 
+/**
+ * Carries an admission descriptor's declared retry pacing to the transport,
+ * which speaks milliseconds.
+ *
+ * The descriptors in `lib/core/admission/transient-failure` already decide how
+ * long each denial should hold a caller off, but that value used to stop here:
+ * only `statusCode`, `code`, and `retryable` were copied onto the preprocess
+ * error, so a concurrency denial reached the client as a bare `429` with no
+ * `Retry-After` despite the policy layer having named the wait. The transport
+ * is not the right place to re-guess a number the policy already owns.
+ */
+function retryAfterMsFrom(retryAfterSeconds: number | undefined): { retryAfterMs?: number } {
+  return retryAfterSeconds === undefined ? {} : { retryAfterMs: retryAfterSeconds * 1000 }
+}
+
 export const WORKFLOW_NOT_DEPLOYED_CODE = 'WORKFLOW_NOT_DEPLOYED'
 
 export interface PreprocessExecutionSuccess {
@@ -729,7 +749,14 @@ export async function preprocessExecution(
       })
 
       if (!reservation.reserved) {
-        const descriptor = getReservationDenialDescriptor(reservation.reason)
+        /**
+         * Widened to the declared interface so the optional `retryAfterSeconds`
+         * is readable: the const descriptors narrow to literal shapes where the
+         * non-retryable 402 members simply omit the key.
+         */
+        const descriptor: AdmissionErrorDescriptor = getReservationDenialDescriptor(
+          reservation.reason
+        )
         const message = RESERVATION_DENIAL_MESSAGE[reservation.reason]
         logger.warn(`[${requestId}] Admission reservation full for user ${actorUserId}`, {
           workflowId,
@@ -756,6 +783,7 @@ export async function preprocessExecution(
             statusCode: descriptor.statusCode,
             code: descriptor.code,
             retryable: descriptor.retryable,
+            ...retryAfterMsFrom(descriptor.retryAfterSeconds),
             cause: {
               code: descriptor.code,
               constraint: reservation.reason,
@@ -782,6 +810,7 @@ export async function preprocessExecution(
           statusCode: unavailable.statusCode,
           code: unavailable.code,
           retryable: unavailable.retryable,
+          ...retryAfterMsFrom(unavailable.retryAfterSeconds),
           cause: {
             code: unavailable.code,
           },
diff --git a/apps/sim/lib/folders/application-folder-caps.test.ts b/apps/sim/lib/folders/application-folder-caps.test.ts
index 7a6d2524f25..08c63d8798a 100644
--- a/apps/sim/lib/folders/application-folder-caps.test.ts
+++ b/apps/sim/lib/folders/application-folder-caps.test.ts
@@ -27,7 +27,6 @@ vi.mock('@/lib/workflows/application/context', () => ({
   resolveActiveWorkspaceApplicationContext: mocks.resolveWorkflowWorkspace,
 }))
 vi.mock('@/lib/workflows/queries', () => ({
-  InvalidWorkflowListCursorError: class InvalidWorkflowListCursorError extends Error {},
   listWorkspaceWorkflows: mocks.listWorkflows,
 }))
 vi.mock('@/lib/table/application/context', () => ({
diff --git a/apps/sim/lib/integrations/icon-mapping.ts b/apps/sim/lib/integrations/icon-mapping.ts
index ad5514ca7d1..8968a720d0a 100644
--- a/apps/sim/lib/integrations/icon-mapping.ts
+++ b/apps/sim/lib/integrations/icon-mapping.ts
@@ -242,6 +242,7 @@ import {
   WebhookIcon,
   WhatsAppIcon,
   WikipediaIcon,
+  WindchillIcon,
   WizaIcon,
   WordpressIcon,
   WorkdayIcon,
@@ -512,6 +513,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   webflow: WebflowIcon,
   whatsapp: WhatsAppIcon,
   wikipedia: WikipediaIcon,
+  windchill: WindchillIcon,
   wiza: WizaIcon,
   wordpress: WordpressIcon,
   workday: WorkdayIcon,
diff --git a/apps/sim/lib/integrations/integrations.json b/apps/sim/lib/integrations/integrations.json
index fc19c6eab27..a074dd59e06 100644
--- a/apps/sim/lib/integrations/integrations.json
+++ b/apps/sim/lib/integrations/integrations.json
@@ -1,5 +1,5 @@
 {
-  "updatedAt": "2026-08-11",
+  "updatedAt": "2026-08-12",
   "integrations": [
     {
       "type": "onepassword",
@@ -21940,6 +21940,133 @@
       "integrationType": "search",
       "tags": ["knowledge-base"]
     },
+    {
+      "type": "windchill",
+      "slug": "windchill",
+      "name": "Windchill",
+      "description": "Manage documents, revisions, and content in PTC Windchill",
+      "longDescription": "Integrate PTC Windchill REST Services 2.7 document management into your workflow using Basic authentication. Read and update document metadata, perform version and lifecycle actions, and transfer primary content and attachments. Windchill OAuth deployments are not currently supported.",
+      "bgColor": "#FFFFFF",
+      "iconName": "WindchillIcon",
+      "docsUrl": "https://docs.sim.ai/integrations/windchill",
+      "operations": [
+        {
+          "name": "List Documents",
+          "description": "List documents with an OData query, sorting, and pagination"
+        },
+        {
+          "name": "Get Document",
+          "description": "Get a WT.Document by OID"
+        },
+        {
+          "name": "Get Document Structure",
+          "description": "Retrieve recursive document usage links and their parent and child documents"
+        },
+        {
+          "name": "Get Valid State Transitions",
+          "description": "Get lifecycle states a document can transition to from its current state"
+        },
+        {
+          "name": "Get Primary Content",
+          "description": "Get primary-content metadata for a document"
+        },
+        {
+          "name": "List Attachments",
+          "description": "List attachment metadata for a document"
+        },
+        {
+          "name": "Create Document",
+          "description": "Create one WT.Document"
+        },
+        {
+          "name": "Create Documents",
+          "description": "Create several documents in one atomic Windchill request"
+        },
+        {
+          "name": "Update Document",
+          "description": "Update one document's editable attributes"
+        },
+        {
+          "name": "Update Common Properties",
+          "description": "Update a document's Name, Number, and other common properties"
+        },
+        {
+          "name": "Update Documents",
+          "description": "Update several documents' editable attributes in one atomic request"
+        },
+        {
+          "name": "Delete Document",
+          "description": "Delete one document"
+        },
+        {
+          "name": "Delete Documents",
+          "description": "Delete multiple documents atomically"
+        },
+        {
+          "name": "Check Out Document",
+          "description": "Check out one document"
+        },
+        {
+          "name": "Check Out Documents",
+          "description": "Check out multiple documents atomically"
+        },
+        {
+          "name": "Check In Document",
+          "description": "Check in one document"
+        },
+        {
+          "name": "Check In Documents",
+          "description": "Check in multiple documents atomically"
+        },
+        {
+          "name": "Undo Check Out Document",
+          "description": "Undo checkout for one document"
+        },
+        {
+          "name": "Undo Check Out Documents",
+          "description": "Undo checkout for multiple documents atomically"
+        },
+        {
+          "name": "Revise Document",
+          "description": "Create a new revision of one document"
+        },
+        {
+          "name": "Revise Documents",
+          "description": "Create new revisions of multiple documents atomically"
+        },
+        {
+          "name": "Set Lifecycle State",
+          "description": "Transition a document to a valid lifecycle state"
+        },
+        {
+          "name": "Update Document Security Labels",
+          "description": "Update installed security-label attributes for one or more documents"
+        },
+        {
+          "name": "Download Primary Content",
+          "description": "Download primary content into a canonical UserFile"
+        },
+        {
+          "name": "Upload Primary Content",
+          "description": "Upload a primary-content file to a document that has none"
+        },
+        {
+          "name": "Download Attachment",
+          "description": "Download a document attachment into a canonical UserFile"
+        },
+        {
+          "name": "Upload Attachments",
+          "description": "Upload one or more files as document attachments"
+        }
+      ],
+      "operationCount": 27,
+      "triggers": [],
+      "triggerCount": 0,
+      "authType": "api-key",
+      "category": "tools",
+      "integrationType": "documents",
+      "tags": ["content-management", "document-processing"]
+    },
     {
       "type": "wiza",
       "slug": "wiza",
diff --git a/apps/sim/lib/knowledge/api/route-policies.test.ts b/apps/sim/lib/knowledge/api/route-policies.test.ts
index 5271af49dbd..25a4c789890 100644
--- a/apps/sim/lib/knowledge/api/route-policies.test.ts
+++ b/apps/sim/lib/knowledge/api/route-policies.test.ts
@@ -45,6 +45,7 @@ describe('v2 knowledge error policies', () => {
       error: {
         code: 'FORBIDDEN',
         message: 'Personal API keys are not allowed for this workspace',
+        details: { code: 'PERSONAL_API_KEYS_DISABLED' },
       },
     })
   })
diff --git a/apps/sim/lib/knowledge/application/documents.ts b/apps/sim/lib/knowledge/application/documents.ts
index 30b9445fbd3..50cf0ce86c1 100644
--- a/apps/sim/lib/knowledge/application/documents.ts
+++ b/apps/sim/lib/knowledge/application/documents.ts
@@ -56,6 +56,12 @@ import {
   performUploadKnowledgeDocuments,
 } from '@/lib/knowledge/orchestration/documents'
 import type { KnowledgeDocumentWriteSecretProvenance } from '@/lib/knowledge/secret-provenance'
+import {
+  type KnowledgeTagNameFilter,
+  resolveKnowledgeTagFilters,
+  toKnowledgeTagFilterConditions,
+} from '@/lib/knowledge/tags/filter-resolution'
+import { getDocumentTagDefinitions } from '@/lib/knowledge/tags/service'
 import { StorageService } from '@/lib/uploads'
 import { generateKnowledgeBaseFileKey } from '@/lib/uploads/contexts/knowledge-base/knowledge-base-file-manager'
 import { recordKnowledgeBaseFileOwnership } from '@/lib/uploads/server/metadata'
@@ -73,7 +79,20 @@ export interface ListKnowledgeDocumentsInput {
   offset?: number
   sortBy?: DocumentSortField
   sortOrder?: SortOrder
+  /** Slot-addressed filters, as first-party surfaces already build them. */
   tagFilters?: TagFilterCondition[]
+  /**
+   * Display-name-addressed filters, resolved to slots here against the
+   * knowledge base's own tag definitions. Public surfaces send these so that
+   * document filtering and search speak one tag vocabulary.
+   */
+  tagNameFilters?: KnowledgeTagNameFilter[]
+  /**
+   * The query state `offset` counts positions within, echoed back so a surface
+   * presenter can stamp the next cursor with it. Surface-only; the read itself
+   * does not use it.
+   */
+  cursorScope?: string
 }
 
 export interface ReadKnowledgeDocumentInput {
@@ -193,6 +212,12 @@ export interface UpsertKnowledgeDocumentInput extends UploadKnowledgeDocumentAdm
   }): KnowledgeDocumentWriteSecretProvenance[] | undefined
 }
 
+/**
+ * Lists documents, resolving any display-named tag filters against the
+ * knowledge base's tag definitions. The definitions are returned with the page
+ * so a presenter can key each document's tag values by display name — the same
+ * projection knowledge search performs — without reading protected data itself.
+ */
 export const listKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.listDocuments,
   resolveContext: ({ input }: { input: ListKnowledgeDocumentsInput }) =>
@@ -206,6 +231,15 @@ export const listKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
     if (!Number.isInteger(offset) || offset < 0) {
       throw new OrchestrationError('validation', 'Document offset must be a non-negative integer')
     }
+    const resolvedNameFilters = input.tagNameFilters?.length
+      ? await resolveKnowledgeTagFilters(input.tagNameFilters, [context.knowledgeBaseId])
+      : null
+    const tagFilters = [
+      ...(input.tagFilters ?? []),
+      ...(resolvedNameFilters
+        ? toKnowledgeTagFilterConditions(resolvedNameFilters.structuredFilters)
+        : []),
+    ]
     const result = await getDocuments(
       context.knowledgeBaseId,
       {
@@ -215,11 +249,18 @@ export const listKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
         offset,
         sortBy: input.sortBy,
         sortOrder: input.sortOrder,
-        tagFilters: input.tagFilters,
+        tagFilters: tagFilters.length > 0 ? tagFilters : undefined,
       },
       generateRequestId()
     )
-    return { ...result, workspaceId: context.workspaceId }
+    return {
+      ...result,
+      tagDefinitions:
+        resolvedNameFilters?.definitionsByKnowledgeBase.get(context.knowledgeBaseId) ??
+        (await getDocumentTagDefinitions(context.knowledgeBaseId)),
+      workspaceId: context.workspaceId,
+      cursorScope: input.cursorScope,
+    }
   },
 })
 
@@ -228,7 +269,11 @@ export const readKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
   resolveContext: ({ input }: { input: ReadKnowledgeDocumentInput }) =>
     resolveActiveKnowledgeDocumentContext(input),
   async execute({ context }: { context: ActiveKnowledgeDocumentContext }) {
-    return { document: context.document, workspaceId: context.workspaceId }
+    return {
+      document: context.document,
+      tagDefinitions: await getDocumentTagDefinitions(context.knowledgeBaseId),
+      workspaceId: context.workspaceId,
+    }
   },
 })
 
@@ -794,6 +839,7 @@ export const updateKnowledgeDocument = defineAuthorizedKnowledgeUseCase({
     return {
       kind: 'updated' as const,
       document: await updateDocument(context.documentId, updates, generateRequestId()),
+      tagDefinitions: await getDocumentTagDefinitions(context.knowledgeBaseId),
       updatedFields,
     }
   },
@@ -842,6 +888,13 @@ export const bulkUpdateKnowledgeDocuments = defineAuthorizedKnowledgeUseCase({
       operation: input.operation,
       successCount: result.successCount,
       updatedDocuments: result.updatedDocuments,
+      /**
+       * Reported so a surface can tell a bounded selection from an unbounded
+       * one: `documentIds` is capped by the request, `selectAll` is capped by
+       * nothing, and a presenter that echoes the identifiers either way returns
+       * a multi-megabyte array on a large knowledge base.
+       */
+      selectAll: input.selectAll === true,
     }
   },
 })
diff --git a/apps/sim/lib/knowledge/application/knowledge-bases.test.ts b/apps/sim/lib/knowledge/application/knowledge-bases.test.ts
index c3318e7daa1..f3328157bae 100644
--- a/apps/sim/lib/knowledge/application/knowledge-bases.test.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-bases.test.ts
@@ -143,7 +143,7 @@ describe('knowledge base application use cases', () => {
     })
     mocks.loadFolderIndex.mockResolvedValue({ pathById: new Map() })
     mocks.createRecord.mockResolvedValue(knowledgeBase)
-    mocks.listRecords.mockResolvedValue([])
+    mocks.listRecords.mockResolvedValue({ data: [], nextCursorKeys: null })
     mocks.listInternalRecords.mockResolvedValue([knowledgeBase])
     mocks.getRecord.mockResolvedValue(knowledgeBase)
     mocks.getRestorableRecord.mockResolvedValue(knowledgeBase)
@@ -188,7 +188,7 @@ describe('knowledge base application use cases', () => {
   })
 
   it('loads the active knowledge catalog and tag metadata only after workspace authorization', async () => {
-    mocks.listRecords.mockResolvedValueOnce([knowledgeBase])
+    mocks.listRecords.mockResolvedValueOnce({ data: [knowledgeBase], nextCursorKeys: null })
     dbChainMockFns.orderBy.mockResolvedValueOnce([
       {
         knowledgeBaseId: 'knowledge-1',
diff --git a/apps/sim/lib/knowledge/application/knowledge-bases.ts b/apps/sim/lib/knowledge/application/knowledge-bases.ts
index 44180f1a1b7..9fd5ba27b57 100644
--- a/apps/sim/lib/knowledge/application/knowledge-bases.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-bases.ts
@@ -4,6 +4,7 @@ import { db } from '@sim/db'
 import { knowledgeBaseTagDefinitions } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { inArray } from 'drizzle-orm'
+import type { CursorKey } from '@/lib/api/list-query'
 import {
   authorizeWorkspaceOperation,
   type OperationUseCase,
@@ -69,6 +70,12 @@ export interface ListKnowledgeBasesInput {
   search?: string
   sortBy?: 'name' | 'createdAt' | 'updatedAt'
   sortOrder?: 'asc' | 'desc'
+  /**
+   * Page size for the public list. Omitted reads the whole workspace set, which
+   * is what the internal catalog caller still wants.
+   */
+  limit?: number
+  cursorKeys?: CursorKey[]
 }
 
 export interface KnowledgeBaseResult {
@@ -78,6 +85,9 @@ export interface KnowledgeBaseResult {
 
 export interface ListKnowledgeBasesResult {
   knowledgeBases: KnowledgeBaseResult[]
+  nextCursorKeys: CursorKey[] | null
+  sortBy: 'name' | 'createdAt' | 'updatedAt'
+  sortOrder: 'asc' | 'desc'
 }
 
 export interface ListArchivedKnowledgeBasesResult {
@@ -218,29 +228,37 @@ async function executeListKnowledgeBases(args: {
   input: ListKnowledgeBasesInput
   context: KnowledgeWorkspaceContext
 }): Promise<ListKnowledgeBasesResult> {
-  const index = await loadActiveFolderPathIndex(
-    args.context.workspaceId,
-    'knowledge_base',
-    undefined,
-    { maxRows: MAX_KNOWLEDGE_FOLDERS_PER_WORKSPACE }
-  )
-  const folderId =
+  /**
+   * The folder index renders each row's `folderPath` and the folder filter
+   * resolves the caller's `folderPath` to an id. Neither reads the other, so
+   * they run together rather than adding a serial round-trip to a list route.
+   */
+  const [index, folderId] = await Promise.all([
+    loadActiveFolderPathIndex(args.context.workspaceId, 'knowledge_base', undefined, {
+      maxRows: MAX_KNOWLEDGE_FOLDERS_PER_WORKSPACE,
+    }),
     args.input.folderPath === undefined
       ? undefined
-      : await resolveKnowledgeFolderPath(args.context.workspaceId, args.input.folderPath).then(
+      : resolveKnowledgeFolderPath(args.context.workspaceId, args.input.folderPath).then(
           (resolved) => resolved.folderId
-        )
-  const rows = await getWorkspaceKnowledgeBases(args.context.workspaceId, 'active', {
+        ),
+  ])
+  const page = await getWorkspaceKnowledgeBases(args.context.workspaceId, 'active', {
     folderId,
     search: args.input.search,
     sortBy: args.input.sortBy,
     sortOrder: args.input.sortOrder,
+    limit: args.input.limit,
+    cursorKeys: args.input.cursorKeys,
   })
   return {
-    knowledgeBases: rows.map((knowledgeBase) => ({
+    knowledgeBases: page.data.map((knowledgeBase) => ({
       knowledgeBase,
       folderPath: knowledgeFolderPathForId(index, knowledgeBase.folderId),
     })),
+    nextCursorKeys: page.nextCursorKeys,
+    sortBy: args.input.sortBy ?? 'createdAt',
+    sortOrder: args.input.sortOrder ?? 'asc',
   }
 }
 
@@ -397,7 +415,7 @@ export const listArchivedKnowledgeBases = defineAuthorizedKnowledgeUseCase({
     resolveKnowledgeWorkspaceContext(input),
   async execute({ context }): Promise<ListArchivedKnowledgeBasesResult> {
     return {
-      knowledgeBases: await getWorkspaceKnowledgeBases(context.workspaceId, 'archived'),
+      knowledgeBases: (await getWorkspaceKnowledgeBases(context.workspaceId, 'archived')).data,
     }
   },
 })
diff --git a/apps/sim/lib/knowledge/application/knowledge-vfs.ts b/apps/sim/lib/knowledge/application/knowledge-vfs.ts
index da538dae88e..f7fbff3e8d7 100644
--- a/apps/sim/lib/knowledge/application/knowledge-vfs.ts
+++ b/apps/sim/lib/knowledge/application/knowledge-vfs.ts
@@ -29,7 +29,7 @@ async function resolveKnowledgeBaseByVfsName(
   context: KnowledgeWorkspaceContext,
   sourceName: string
 ): Promise<KnowledgeBaseWithCounts> {
-  const rows = await getWorkspaceKnowledgeBases(context.workspaceId, 'active', {
+  const { data: rows } = await getWorkspaceKnowledgeBases(context.workspaceId, 'active', {
     search: sourceName,
   })
   const matches = rows.filter((row) => row.name === sourceName)
diff --git a/apps/sim/lib/knowledge/application/operations.test.ts b/apps/sim/lib/knowledge/application/operations.test.ts
index 32847a90a73..64a1c433876 100644
--- a/apps/sim/lib/knowledge/application/operations.test.ts
+++ b/apps/sim/lib/knowledge/application/operations.test.ts
@@ -74,12 +74,28 @@ describe('knowledge operation registry', () => {
     }
   })
 
+  /**
+   * Reading the tag vocabulary is the one tag operation a workspace key may
+   * perform. It is required input for the tag-name filters on document listing
+   * and on search, both of which a workspace key can already run, so it carries
+   * the policy of those sibling reads. Every tag *write* stays human-delegated.
+   */
+  it('lets a workspace key read the tag vocabulary, exactly like its sibling knowledge reads', () => {
+    expect(knowledgeOperations.listTags.workspaceApiKey).toBe('allow')
+    expect(knowledgeOperations.listTags.principalKinds).toContain('workspace_api_key')
+    expect(knowledgeOperations.listTags.minimumRole).toBe(
+      knowledgeOperations.listDocuments.minimumRole
+    )
+    expect(knowledgeOperations.listTags.workspaceApiKey).toBe(
+      knowledgeOperations.listDocuments.workspaceApiKey
+    )
+  })
+
   it('keeps human-delegated tag, connector, and composed document operations off workspace keys', () => {
     const operations = [
       knowledgeOperations.updateDocument,
       knowledgeOperations.addWorkspaceFiles,
       knowledgeOperations.bulkDeleteDocuments,
-      knowledgeOperations.listTags,
       knowledgeOperations.createTag,
       knowledgeOperations.updateTag,
       knowledgeOperations.deleteTag,
diff --git a/apps/sim/lib/knowledge/application/operations.ts b/apps/sim/lib/knowledge/application/operations.ts
index c0181d2f8e9..40c58d8b40d 100644
--- a/apps/sim/lib/knowledge/application/operations.ts
+++ b/apps/sim/lib/knowledge/application/operations.ts
@@ -197,11 +197,17 @@ export const knowledgeOperations = {
     workspaceApiKey: 'deny',
     ...HUMAN_AND_COPILOT_PRINCIPAL_POLICY,
   }),
+  /**
+   * The tag vocabulary is required input for two operations a workspace API key
+   * may already perform — filtering documents and search by tag display name —
+   * so it carries the same policy as those sibling reads (`documents.list`,
+   * `read`, `search`) rather than the stricter one the tag *writes* keep.
+   */
   listTags: defineWorkspaceOperation({
     id: 'knowledge.tags.list',
     minimumRole: 'read',
-    workspaceApiKey: 'deny',
-    ...HUMAN_COPILOT_AND_EXECUTOR_PRINCIPAL_POLICY,
+    workspaceApiKey: 'allow',
+    ...ALL_PRINCIPAL_WITH_EXECUTOR_POLICY,
   }),
   createTag: defineWorkspaceOperation({
     id: 'knowledge.tags.create',
diff --git a/apps/sim/lib/knowledge/application/search.ts b/apps/sim/lib/knowledge/application/search.ts
index 50f863087d2..131853d1c0a 100644
--- a/apps/sim/lib/knowledge/application/search.ts
+++ b/apps/sim/lib/knowledge/application/search.ts
@@ -38,8 +38,12 @@ import {
 } from '@/lib/knowledge/search/queries'
 import { importKnowledgeSearchResultSecretProvenance } from '@/lib/knowledge/secret-provenance'
 import { getKnowledgeBaseById } from '@/lib/knowledge/service'
+import {
+  type KnowledgeTagNameFilter,
+  resolveKnowledgeTagFilters,
+} from '@/lib/knowledge/tags/filter-resolution'
 import { getDocumentTagDefinitions } from '@/lib/knowledge/tags/service'
-import { buildUndefinedTagsError, validateTagValue } from '@/lib/knowledge/tags/utils'
+import type { DocumentTagDefinition } from '@/lib/knowledge/tags/types'
 import type { KnowledgeBaseWithCounts, StructuredFilter } from '@/lib/knowledge/types'
 import { estimateTokenCount } from '@/lib/tokenization/estimators'
 import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
@@ -61,13 +65,11 @@ export class KnowledgeSearchProvenanceUnavailableError extends Error {
   }
 }
 
-export interface KnowledgeSearchTagFilter {
-  tagName: string
-  fieldType?: 'text' | 'number' | 'date' | 'boolean'
-  operator: string
-  value: string | number | boolean
-  valueTo?: string | number
-}
+/**
+ * Search filters tags by display name. The resolution to storage slots is
+ * shared with the document list so both knowledge reads speak one vocabulary.
+ */
+export type KnowledgeSearchTagFilter = KnowledgeTagNameFilter
 
 export interface SearchKnowledgeInput {
   /** Optional assertion from a trusted adapter or public contract. */
@@ -99,6 +101,8 @@ type KnowledgeSearchContext = KnowledgeResourceContext & {
 export interface KnowledgeSearchItem {
   /** Trusted embedding identity for provenance import; HTTP presenters omit it. */
   embeddingId: string
+  /** Knowledge base the matching chunk came from; a search spans up to 20. */
+  knowledgeBaseId: string
   documentId: string
   documentName: string | null
   sourceUrl: string | null
@@ -204,92 +208,6 @@ async function resolveKnowledgeSearchContext(
   }
 }
 
-async function buildStructuredFilters(
-  filters: KnowledgeSearchTagFilter[],
-  knowledgeBaseIds: string[]
-): Promise<{
-  structuredFilters: StructuredFilter[]
-  definitionsByKnowledgeBase: Map<string, Awaited<ReturnType<typeof getDocumentTagDefinitions>>>
-}> {
-  const definitionEntries = await Promise.all(
-    knowledgeBaseIds.map(
-      async (knowledgeBaseId) =>
-        [knowledgeBaseId, await getDocumentTagDefinitions(knowledgeBaseId)] as const
-    )
-  )
-  const definitionsByKnowledgeBase = new Map(definitionEntries)
-  const sharedDefinitions = new Map<string, { tagSlot: string; fieldType: string }>()
-  for (const [, definitions] of definitionEntries) {
-    const currentByName = new Map(
-      definitions.map((definition) => [
-        definition.displayName,
-        { tagSlot: definition.tagSlot, fieldType: definition.fieldType },
-      ])
-    )
-    for (const filter of filters) {
-      const current = currentByName.get(filter.tagName)
-      if (!current) {
-        if (knowledgeBaseIds.length > 1) {
-          throw new OrchestrationError(
-            'validation',
-            `Tag "${filter.tagName}" does not exist in all selected knowledge bases. Search those knowledge bases separately.`
-          )
-        }
-        continue
-      }
-      const existing = sharedDefinitions.get(filter.tagName)
-      if (
-        existing &&
-        (existing.tagSlot !== current.tagSlot || existing.fieldType !== current.fieldType)
-      ) {
-        throw new OrchestrationError(
-          'validation',
-          `Tag "${filter.tagName}" is not mapped consistently across the selected knowledge bases. Search those knowledge bases separately.`
-        )
-      }
-      sharedDefinitions.set(filter.tagName, current)
-    }
-  }
-  const undefinedTags: string[] = []
-  const typeErrors: string[] = []
-  for (const filter of filters) {
-    const definition = sharedDefinitions.get(filter.tagName)
-    if (!definition) {
-      undefinedTags.push(filter.tagName)
-      continue
-    }
-    const validationError = validateTagValue(
-      filter.tagName,
-      String(filter.value),
-      definition.fieldType
-    )
-    if (validationError) typeErrors.push(validationError)
-  }
-  if (undefinedTags.length > 0 || typeErrors.length > 0) {
-    throw new OrchestrationError(
-      'validation',
-      [
-        ...(undefinedTags.length > 0 ? [buildUndefinedTagsError(undefinedTags)] : []),
-        ...typeErrors,
-      ].join('\n')
-    )
-  }
-  return {
-    structuredFilters: filters.map((filter) => {
-      const definition = sharedDefinitions.get(filter.tagName)
-      if (!definition) throw new Error('Validated knowledge tag definition disappeared')
-      return {
-        tagSlot: definition.tagSlot,
-        fieldType: definition.fieldType,
-        operator: filter.operator,
-        value: filter.value,
-        valueTo: filter.valueTo,
-      }
-    }),
-    definitionsByKnowledgeBase,
-  }
-}
-
 export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
   operation: knowledgeOperations.search,
   resolveContext: ({ input }: { input: SearchKnowledgeInput }) =>
@@ -329,12 +247,9 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
 
     const knowledgeBaseIds = context.knowledgeBases.map((knowledgeBase) => knowledgeBase.id)
     let structuredFilters: StructuredFilter[] = []
-    let definitionsByKnowledgeBase = new Map<
-      string,
-      Awaited<ReturnType<typeof getDocumentTagDefinitions>>
-    >()
+    let definitionsByKnowledgeBase = new Map<string, DocumentTagDefinition[]>()
     if (filters.length > 0) {
-      const built = await buildStructuredFilters(filters, knowledgeBaseIds)
+      const built = await resolveKnowledgeTagFilters(filters, knowledgeBaseIds)
       structuredFilters = built.structuredFilters
       definitionsByKnowledgeBase = built.definitionsByKnowledgeBase
     }
@@ -529,6 +444,7 @@ export const searchKnowledge = defineAuthorizedKnowledgeUseCase({
       const rerankerScore = rerankerScores.get(row.id)
       return {
         embeddingId: row.id,
+        knowledgeBaseId: row.knowledgeBaseId,
         documentId: row.documentId,
         documentName: document?.filename ?? null,
         sourceUrl: document?.sourceUrl ?? null,
diff --git a/apps/sim/lib/knowledge/service.ts b/apps/sim/lib/knowledge/service.ts
index 1ab816f87ae..d3b9ffa5e37 100644
--- a/apps/sim/lib/knowledge/service.ts
+++ b/apps/sim/lib/knowledge/service.ts
@@ -10,22 +10,18 @@ import {
 import { createLogger } from '@sim/logger'
 import { getPostgresErrorCode } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
-import {
-  and,
-  type Column,
-  count,
-  eq,
-  exists,
-  inArray,
-  isNotNull,
-  isNull,
-  ne,
-  or,
-  sql,
-} from 'drizzle-orm'
+import { and, count, eq, exists, inArray, isNotNull, isNull, ne, or, sql } from 'drizzle-orm'
 import type { V2KnowledgeBaseSortBy } from '@/lib/api/contracts/v2/knowledge'
-import type { ListSortOrder } from '@/lib/api/list-query'
-import { listOrderBy, searchFilter } from '@/lib/api/list-query'
+import type { CursorKey, KeysetKey, ListSortOrder } from '@/lib/api/list-query'
+import {
+  keysetColumns,
+  keysetPage,
+  listOrderBy,
+  resumeKeyset,
+  searchFilter,
+  textKey,
+  timestampKey,
+} from '@/lib/api/list-query'
 import type { HighestPrioritySubscription } from '@/lib/billing/core/plan'
 import { getHighestPrioritySubscription } from '@/lib/billing/core/subscription'
 import { ensureUserStatsExists } from '@/lib/billing/core/usage'
@@ -126,16 +122,36 @@ type KnowledgeBaseStorageMove =
       ownerUserId: string
     }
 
+/** The columns a knowledge-base keyset orders and resumes on. */
+interface KnowledgeBaseSortRow {
+  id: string
+  name: string
+  createdAt: Date
+  updatedAt: Date
+}
+
+const knowledgeBaseIdKey = textKey<KnowledgeBaseSortRow>(knowledgeBase.id, (row) => row.id)
+
 /**
- * Orderings for the public list's sortable fields, made total over the contract
- * enum by `satisfies`. Each ends in `createdAt` so knowledge bases sharing a
- * name still come back in a stable order.
+ * Keyset orderings for the public list's sortable fields, made total over the
+ * contract enum by `satisfies`.
+ *
+ * Each ends in `id` rather than `createdAt`. `createdAt` is not unique, so it
+ * could not separate two knowledge bases created in the same millisecond — which
+ * left ties in an order the planner chose, and would let a cursor repeat or skip
+ * a row at a page boundary now that the list pages.
  */
 const KNOWLEDGE_BASE_SORTS = {
-  name: [knowledgeBase.name, knowledgeBase.createdAt],
-  createdAt: [knowledgeBase.createdAt],
-  updatedAt: [knowledgeBase.updatedAt, knowledgeBase.createdAt],
-} satisfies Record<V2KnowledgeBaseSortBy, readonly Column[]>
+  name: [textKey<KnowledgeBaseSortRow>(knowledgeBase.name, (row) => row.name), knowledgeBaseIdKey],
+  createdAt: [
+    timestampKey<KnowledgeBaseSortRow>(knowledgeBase.createdAt, (row) => row.createdAt),
+    knowledgeBaseIdKey,
+  ],
+  updatedAt: [
+    timestampKey<KnowledgeBaseSortRow>(knowledgeBase.updatedAt, (row) => row.updatedAt),
+    knowledgeBaseIdKey,
+  ],
+} satisfies Record<V2KnowledgeBaseSortBy, readonly KeysetKey<KnowledgeBaseSortRow>[]>
 
 export interface GetKnowledgeBasesOptions {
   /** Restrict to one knowledge-base folder; `undefined` lists all and `null` lists the root. */
@@ -144,6 +160,14 @@ export interface GetKnowledgeBasesOptions {
   search?: string
   sortBy?: V2KnowledgeBaseSortBy
   sortOrder?: ListSortOrder
+  /**
+   * Page size. Omitted reads the whole workspace set as one page, capped by
+   * {@link MAX_KNOWLEDGE_BASES_PER_WORKSPACE} — what the internal callers that
+   * need every row still do.
+   */
+  limit?: number
+  /** Keyset to resume after, from the previous page's `nextCursorKeys`. */
+  cursorKeys?: CursorKey[]
 }
 
 async function attachConnectorTypes(
@@ -195,8 +219,23 @@ export async function getWorkspaceKnowledgeBases(
   workspaceId: string,
   scope: KnowledgeBaseScope = 'active',
   options?: GetKnowledgeBasesOptions
-): Promise<KnowledgeBaseWithCounts[]> {
-  const { folderId, search, sortBy = 'createdAt', sortOrder = 'asc' } = options ?? {}
+): Promise<{ data: KnowledgeBaseWithCounts[]; nextCursorKeys: CursorKey[] | null }> {
+  const {
+    folderId,
+    search,
+    sortBy = 'createdAt',
+    sortOrder = 'asc',
+    limit,
+    cursorKeys,
+  } = options ?? {}
+  const keys = KNOWLEDGE_BASE_SORTS[sortBy]
+  const resumeAfter = resumeKeyset(keys, cursorKeys, sortOrder)
+
+  /**
+   * An unpaged read still reads one row past the cap so an oversized workspace
+   * is a hard failure rather than a silently truncated list.
+   */
+  const readLimit = (limit ?? MAX_KNOWLEDGE_BASES_PER_WORKSPACE) + 1
   const scopeCondition =
     scope === 'all'
       ? undefined
@@ -240,26 +279,32 @@ export async function getWorkspaceKnowledgeBases(
           : folderId === null
             ? isNull(knowledgeBase.folderId)
             : eq(knowledgeBase.folderId, folderId),
-        searchFilter(knowledgeBase.name, search)
+        searchFilter(knowledgeBase.name, search),
+        resumeAfter
       )
     )
     .groupBy(knowledgeBase.id)
-    .orderBy(...listOrderBy(KNOWLEDGE_BASE_SORTS[sortBy], sortOrder))
-    .limit(MAX_KNOWLEDGE_BASES_PER_WORKSPACE + 1)
+    .orderBy(...listOrderBy(keysetColumns(keys), sortOrder))
+    .limit(readLimit)
 
-  if (rows.length > MAX_KNOWLEDGE_BASES_PER_WORKSPACE) {
+  if (limit === undefined && rows.length > MAX_KNOWLEDGE_BASES_PER_WORKSPACE) {
     throw new Error(
       `Knowledge base list exceeds the ${MAX_KNOWLEDGE_BASES_PER_WORKSPACE} row limit`
     )
   }
 
-  return attachConnectorTypes(
-    rows.map((kb) => ({
-      ...kb,
-      chunkingConfig: kb.chunkingConfig as ChunkingConfig,
-      docCount: Number(kb.docCount),
-    }))
-  )
+  const page = keysetPage(keys, rows, limit)
+
+  return {
+    data: await attachConnectorTypes(
+      page.data.map((kb) => ({
+        ...kb,
+        chunkingConfig: kb.chunkingConfig as ChunkingConfig,
+        docCount: Number(kb.docCount),
+      }))
+    ),
+    nextCursorKeys: page.nextCursorKeys,
+  }
 }
 
 /**
@@ -352,7 +397,7 @@ export async function getKnowledgeBases(
       )
     )
     .groupBy(knowledgeBase.id)
-    .orderBy(...listOrderBy(KNOWLEDGE_BASE_SORTS[sortBy], sortOrder))
+    .orderBy(...listOrderBy(keysetColumns(KNOWLEDGE_BASE_SORTS[sortBy]), sortOrder))
 
   const kbIds = knowledgeBasesWithCounts.map((kb) => kb.id)
 
diff --git a/apps/sim/lib/knowledge/tags/filter-resolution.test.ts b/apps/sim/lib/knowledge/tags/filter-resolution.test.ts
new file mode 100644
index 00000000000..d0cb6f5c8e2
--- /dev/null
+++ b/apps/sim/lib/knowledge/tags/filter-resolution.test.ts
@@ -0,0 +1,113 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockGetDocumentTagDefinitions } = vi.hoisted(() => ({
+  mockGetDocumentTagDefinitions: vi.fn(),
+}))
+
+vi.mock('@/lib/knowledge/tags/service', () => ({
+  getDocumentTagDefinitions: mockGetDocumentTagDefinitions,
+}))
+
+import {
+  resolveKnowledgeTagFilters,
+  toKnowledgeTagFilterConditions,
+} from '@/lib/knowledge/tags/filter-resolution'
+
+const CREATED_AT = new Date('2025-01-10T09:00:00Z')
+
+function definition(
+  knowledgeBaseId: string,
+  tagSlot: string,
+  displayName: string,
+  fieldType = 'text'
+) {
+  return {
+    id: `${knowledgeBaseId}-${tagSlot}`,
+    knowledgeBaseId,
+    tagSlot,
+    displayName,
+    fieldType,
+    createdAt: CREATED_AT,
+    updatedAt: CREATED_AT,
+  }
+}
+
+describe('resolveKnowledgeTagFilters', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('resolves a display name to the slot it is stored in', async () => {
+    mockGetDocumentTagDefinitions.mockResolvedValue([definition('kb-1', 'tag1', 'category')])
+
+    const resolved = await resolveKnowledgeTagFilters(
+      [{ tagName: 'category', operator: 'eq', value: 'billing' }],
+      ['kb-1']
+    )
+
+    expect(resolved.structuredFilters).toEqual([
+      { tagSlot: 'tag1', fieldType: 'text', operator: 'eq', value: 'billing', valueTo: undefined },
+    ])
+    expect(resolved.definitionsByKnowledgeBase.get('kb-1')).toHaveLength(1)
+  })
+
+  it('rejects a tag name the knowledge base does not define instead of ignoring it', async () => {
+    mockGetDocumentTagDefinitions.mockResolvedValue([definition('kb-1', 'tag1', 'category')])
+
+    await expect(
+      resolveKnowledgeTagFilters(
+        [{ tagName: 'not-a-tag', operator: 'eq', value: 'billing' }],
+        ['kb-1']
+      )
+    ).rejects.toThrow('not defined in this knowledge base')
+  })
+
+  it('rejects a tag missing from one of several knowledge bases', async () => {
+    mockGetDocumentTagDefinitions
+      .mockResolvedValueOnce([definition('kb-1', 'tag1', 'category')])
+      .mockResolvedValueOnce([definition('kb-2', 'tag1', 'other')])
+
+    await expect(
+      resolveKnowledgeTagFilters(
+        [{ tagName: 'category', operator: 'eq', value: 'billing' }],
+        ['kb-1', 'kb-2']
+      )
+    ).rejects.toThrow('does not exist in all selected knowledge bases')
+  })
+
+  it('rejects a tag mapped to different slots across knowledge bases', async () => {
+    mockGetDocumentTagDefinitions
+      .mockResolvedValueOnce([definition('kb-1', 'tag1', 'category')])
+      .mockResolvedValueOnce([definition('kb-2', 'tag2', 'category')])
+
+    await expect(
+      resolveKnowledgeTagFilters(
+        [{ tagName: 'category', operator: 'eq', value: 'billing' }],
+        ['kb-1', 'kb-2']
+      )
+    ).rejects.toThrow('is not mapped consistently')
+  })
+})
+
+describe('toKnowledgeTagFilterConditions', () => {
+  it('narrows resolved filters onto the document-list filter shape', () => {
+    expect(
+      toKnowledgeTagFilterConditions([
+        { tagSlot: 'number1', fieldType: 'number', operator: 'gte', value: 2 },
+      ])
+    ).toEqual([
+      { tagSlot: 'number1', fieldType: 'number', operator: 'gte', value: 2, valueTo: undefined },
+    ])
+  })
+
+  it('rejects a definition stored with an unsupported field type rather than dropping the predicate', () => {
+    expect(() =>
+      toKnowledgeTagFilterConditions([
+        { tagSlot: 'tag1', fieldType: 'nonsense', operator: 'eq', value: 'x' },
+      ])
+    ).toThrow('unsupported field type')
+  })
+})
diff --git a/apps/sim/lib/knowledge/tags/filter-resolution.ts b/apps/sim/lib/knowledge/tags/filter-resolution.ts
new file mode 100644
index 00000000000..5c230600c76
--- /dev/null
+++ b/apps/sim/lib/knowledge/tags/filter-resolution.ts
@@ -0,0 +1,149 @@
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import { SUPPORTED_FIELD_TYPES } from '@/lib/knowledge/constants'
+import type { TagFilterCondition } from '@/lib/knowledge/documents/tag-filter'
+import { getDocumentTagDefinitions } from '@/lib/knowledge/tags/service'
+import type { DocumentTagDefinition } from '@/lib/knowledge/tags/types'
+import { buildUndefinedTagsError, validateTagValue } from '@/lib/knowledge/tags/utils'
+import type { StructuredFilter } from '@/lib/knowledge/types'
+
+/**
+ * A tag filter addressed by the tag's display name rather than by its storage
+ * slot. Display names are the vocabulary every public read speaks: search
+ * filters name tags, and search results and document reads key their tag values
+ * by name. The slot is an implementation detail of the `document` row that only
+ * the write surface (`tag1`..`tag7`) still exposes.
+ */
+export interface KnowledgeTagNameFilter {
+  tagName: string
+  fieldType?: 'text' | 'number' | 'date' | 'boolean'
+  operator: string
+  value: string | number | boolean
+  valueTo?: string | number
+}
+
+export interface ResolvedKnowledgeTagFilters {
+  structuredFilters: StructuredFilter[]
+  definitionsByKnowledgeBase: Map<string, DocumentTagDefinition[]>
+}
+
+/**
+ * Resolves display-named tag filters to the storage slots they address.
+ *
+ * A tag name must map to the same slot and field type in every selected
+ * knowledge base; a name missing from one of several, or mapped inconsistently
+ * across them, is a validation failure telling the caller to search those
+ * knowledge bases separately. With one knowledge base a name that resolves to no
+ * definition is reported as an undefined tag rather than dropped, so a filter is
+ * never silently ignored.
+ *
+ * The loaded definitions are returned alongside the filters so a caller that
+ * also needs the slot-to-name map (to project tag values back out) does not read
+ * them a second time.
+ */
+export async function resolveKnowledgeTagFilters(
+  filters: KnowledgeTagNameFilter[],
+  knowledgeBaseIds: string[]
+): Promise<ResolvedKnowledgeTagFilters> {
+  const definitionEntries = await Promise.all(
+    knowledgeBaseIds.map(
+      async (knowledgeBaseId) =>
+        [knowledgeBaseId, await getDocumentTagDefinitions(knowledgeBaseId)] as const
+    )
+  )
+  const definitionsByKnowledgeBase = new Map(definitionEntries)
+  const sharedDefinitions = new Map<string, { tagSlot: string; fieldType: string }>()
+  for (const [, definitions] of definitionEntries) {
+    const currentByName = new Map(
+      definitions.map((definition) => [
+        definition.displayName,
+        { tagSlot: definition.tagSlot, fieldType: definition.fieldType },
+      ])
+    )
+    for (const filter of filters) {
+      const current = currentByName.get(filter.tagName)
+      if (!current) {
+        if (knowledgeBaseIds.length > 1) {
+          throw new OrchestrationError(
+            'validation',
+            `Tag "${filter.tagName}" does not exist in all selected knowledge bases. Search those knowledge bases separately.`
+          )
+        }
+        continue
+      }
+      const existing = sharedDefinitions.get(filter.tagName)
+      if (
+        existing &&
+        (existing.tagSlot !== current.tagSlot || existing.fieldType !== current.fieldType)
+      ) {
+        throw new OrchestrationError(
+          'validation',
+          `Tag "${filter.tagName}" is not mapped consistently across the selected knowledge bases. Search those knowledge bases separately.`
+        )
+      }
+      sharedDefinitions.set(filter.tagName, current)
+    }
+  }
+  const undefinedTags: string[] = []
+  const typeErrors: string[] = []
+  for (const filter of filters) {
+    const definition = sharedDefinitions.get(filter.tagName)
+    if (!definition) {
+      undefinedTags.push(filter.tagName)
+      continue
+    }
+    const validationError = validateTagValue(
+      filter.tagName,
+      String(filter.value),
+      definition.fieldType
+    )
+    if (validationError) typeErrors.push(validationError)
+  }
+  if (undefinedTags.length > 0 || typeErrors.length > 0) {
+    throw new OrchestrationError(
+      'validation',
+      [
+        ...(undefinedTags.length > 0 ? [buildUndefinedTagsError(undefinedTags)] : []),
+        ...typeErrors,
+      ].join('\n')
+    )
+  }
+  return {
+    structuredFilters: filters.map((filter) => {
+      const definition = sharedDefinitions.get(filter.tagName)
+      if (!definition) throw new Error('Validated knowledge tag definition disappeared')
+      return {
+        tagSlot: definition.tagSlot,
+        fieldType: definition.fieldType,
+        operator: filter.operator,
+        value: filter.value,
+        valueTo: filter.valueTo,
+      }
+    }),
+    definitionsByKnowledgeBase,
+  }
+}
+
+/**
+ * Narrows resolved filters onto the document-list filter shape. The field type
+ * is stored as free text, so a definition carrying an unsupported one is a
+ * validation failure rather than a silently dropped predicate.
+ */
+export function toKnowledgeTagFilterConditions(
+  structuredFilters: StructuredFilter[]
+): TagFilterCondition[] {
+  return structuredFilters.map((filter) => {
+    if (!(SUPPORTED_FIELD_TYPES as readonly string[]).includes(filter.fieldType)) {
+      throw new OrchestrationError(
+        'validation',
+        `Tag slot "${filter.tagSlot}" is defined with unsupported field type "${filter.fieldType}"`
+      )
+    }
+    return {
+      tagSlot: filter.tagSlot,
+      fieldType: filter.fieldType as TagFilterCondition['fieldType'],
+      operator: filter.operator,
+      value: filter.value,
+      valueTo: filter.valueTo,
+    }
+  })
+}
diff --git a/apps/sim/lib/logs/log-views.ts b/apps/sim/lib/logs/log-views.ts
index 1f679ce53b0..db8cfaa4045 100644
--- a/apps/sim/lib/logs/log-views.ts
+++ b/apps/sim/lib/logs/log-views.ts
@@ -45,9 +45,7 @@ const DEFAULT_MATCH_TIME_BUDGET_MS = 5_000
  */
 const DEFAULT_MAX_SCANNED_CHARS = 64 * 1024 * 1024
 
-// ---------------------------------------------------------------------------
 // Overview (Level 2): block tree with timing + cost, NO input/output.
-// ---------------------------------------------------------------------------
 
 export interface OverviewSpan {
   id: string
@@ -77,9 +75,7 @@ export function toOverview(spans: TraceSpan[]): OverviewSpan[] {
   })
 }
 
-// ---------------------------------------------------------------------------
 // Full (Level 3): block tree WITH materialized input/output.
-// ---------------------------------------------------------------------------
 
 export interface FullSpan extends OverviewSpan {
   startTime?: string
@@ -179,9 +175,7 @@ async function materializeField(value: unknown, ctx: LogViewContext): Promise<un
   return value
 }
 
-// ---------------------------------------------------------------------------
 // Grep (single execution): stream large refs chunk-by-chunk, release each.
-// ---------------------------------------------------------------------------
 
 export interface GrepSpanMatch {
   spanId: string
diff --git a/apps/sim/lib/mcp/application/use-cases.test.ts b/apps/sim/lib/mcp/application/use-cases.test.ts
index 46e84e343c0..3c99924a008 100644
--- a/apps/sim/lib/mcp/application/use-cases.test.ts
+++ b/apps/sim/lib/mcp/application/use-cases.test.ts
@@ -13,6 +13,9 @@ const { events, mocks } = vi.hoisted(() => ({
     create: vi.fn(),
     effects: vi.fn(),
     audit: vi.fn(),
+    getServer: vi.fn(),
+    listServers: vi.fn(),
+    discoverServerTools: vi.fn(),
   },
 }))
 
@@ -41,11 +44,19 @@ vi.mock('@/lib/mcp/orchestration', () => ({
 }))
 vi.mock('@/lib/mcp/queries', () => ({
   getMcpServerIdState: mocks.idState,
-  getWorkspaceMcpServer: vi.fn(),
-  listWorkspaceMcpServers: vi.fn(),
+  getWorkspaceMcpServer: mocks.getServer,
+  listWorkspaceMcpServers: mocks.listServers,
+}))
+vi.mock('@/lib/mcp/service', () => ({
+  mcpService: { discoverTools: vi.fn(), discoverServerTools: mocks.discoverServerTools },
 }))
 
-import { createMcpServerUseCase, discoverMcpToolsUseCase } from '@/lib/mcp/application/use-cases'
+import {
+  createMcpServerUseCase,
+  discoverMcpServerToolsUseCase,
+  discoverMcpToolsUseCase,
+  listMcpServersUseCase,
+} from '@/lib/mcp/application/use-cases'
 
 type McpServerRow = typeof mcpServers.$inferSelect
 const workspace = {
@@ -97,6 +108,9 @@ describe('MCP server application use cases', () => {
     })
     mocks.audit.mockImplementation(() => events.push('audit'))
     mocks.effects.mockImplementation(async () => events.push('effects'))
+    mocks.getServer.mockResolvedValue(server)
+    mocks.listServers.mockResolvedValue({ data: [server], nextCursorKeys: null })
+    mocks.discoverServerTools.mockResolvedValue([])
   })
 
   it('keeps strict creation, compatibility attribution, audit, and effects in order', async () => {
@@ -163,6 +177,88 @@ describe('MCP server application use cases', () => {
     expect(mocks.loadContext).not.toHaveBeenCalled()
   })
 
+  it('rejects workspace-key per-server tool discovery before protected loading', async () => {
+    await expect(
+      discoverMcpServerToolsUseCase.execute({
+        principal: {
+          kind: 'workspace_api_key',
+          workspaceId: workspace.workspaceId,
+          keyId: 'workspace-key-1',
+        },
+        input: { workspaceId: workspace.workspaceId, serverId: server.id },
+      })
+    ).rejects.toMatchObject({ code: 'forbidden' })
+
+    expect(mocks.loadContext).not.toHaveBeenCalled()
+    expect(mocks.discoverServerTools).not.toHaveBeenCalled()
+  })
+
+  it('resolves the server in the caller workspace before reaching the network', async () => {
+    mocks.getServer.mockResolvedValueOnce(null)
+
+    await expect(
+      discoverMcpServerToolsUseCase.execute({
+        principal: { kind: 'session', userId: 'user-1', sessionId: 'session-1' },
+        input: { workspaceId: workspace.workspaceId, serverId: 'mcp-from-another-workspace' },
+      })
+    ).rejects.toMatchObject({ code: 'not_found' })
+
+    expect(mocks.discoverServerTools).not.toHaveBeenCalled()
+  })
+
+  it('discovers one server tools for the acting subject, honouring refresh', async () => {
+    const tools = [
+      {
+        name: 'search_docs',
+        inputSchema: { type: 'object' },
+        serverId: server.id,
+        serverName: server.name,
+      },
+    ]
+    mocks.discoverServerTools.mockResolvedValueOnce(tools)
+
+    const result = await discoverMcpServerToolsUseCase.execute({
+      principal: { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-1' },
+      input: { workspaceId: workspace.workspaceId, serverId: server.id, refresh: true },
+    })
+
+    expect(result.tools).toBe(tools)
+    /**
+     * A public `refresh` skips the positive cache but must keep the failure
+     * cooldown: `force` would let one API key drive a connection attempt per
+     * request at an endpoint already known to be failing, from Sim's egress
+     * addresses.
+     */
+    expect(mocks.discoverServerTools).toHaveBeenCalledWith(
+      'user-1',
+      server.id,
+      workspace.workspaceId,
+      'skip-cache'
+    )
+  })
+
+  it('bounds the server list by the caller limit and reports the resuming keys', async () => {
+    mocks.listServers.mockResolvedValueOnce({
+      data: [server],
+      nextCursorKeys: ['2026-01-01T00:00:00.000Z', server.id],
+    })
+
+    const result = await listMcpServersUseCase.execute({
+      principal: { kind: 'personal_api_key', userId: 'user-1', keyId: 'key-1' },
+      input: { workspaceId: workspace.workspaceId, limit: 1 },
+    })
+
+    expect(mocks.listServers).toHaveBeenCalledWith(
+      expect.objectContaining({ workspaceId: workspace.workspaceId, limit: 1 })
+    )
+    expect(result).toMatchObject({
+      servers: [server],
+      nextCursorKeys: ['2026-01-01T00:00:00.000Z', server.id],
+      sortBy: 'createdAt',
+      sortOrder: 'desc',
+    })
+  })
+
   it('fails fast when a post-audit domain effect fails', async () => {
     mocks.effects.mockRejectedValueOnce(new Error('cache unavailable'))
 
diff --git a/apps/sim/lib/mcp/application/use-cases.ts b/apps/sim/lib/mcp/application/use-cases.ts
index 41bb504affe..3189a7ef481 100644
--- a/apps/sim/lib/mcp/application/use-cases.ts
+++ b/apps/sim/lib/mcp/application/use-cases.ts
@@ -1,8 +1,8 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
 import { requirePrincipalSubjectUserId, resolvePrincipalAttribution } from '@sim/auth/principal'
 import { getPostgresErrorCode } from '@sim/utils/errors'
-import type { ListSortOrder } from '@/lib/api/list-query'
-import { defineAuthorizedWorkspaceUseCase } from '@/lib/core/application'
+import type { CursorKey, ListSortOrder } from '@/lib/api/list-query'
+import { defineAuthorizedWorkspaceUseCase, ForbiddenOperationError } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { sanitizeUrlForLog } from '@/lib/core/utils/logging'
 import { mcpServerDelegationPolicy } from '@/lib/mcp/application/authorization'
@@ -66,7 +66,8 @@ function requireSuccessfulResult(
     case 'not_found':
       throw new OrchestrationError('not_found', 'MCP server not found')
     case 'forbidden':
-      throw new OrchestrationError('forbidden', result.error ?? fallback)
+      /** The single MCP refusal: the URL is off the domain allowlist or resolves internally. */
+      throw new ForbiddenOperationError('MCP_SERVER_URL_NOT_ALLOWED', result.error ?? fallback)
     case 'bad_gateway':
       throw new OrchestrationError('validation', result.error ?? fallback)
     case 'conflict':
@@ -83,16 +84,28 @@ export interface ListMcpServersInput {
   search?: string
   sortBy?: McpServerSortBy
   sortOrder?: ListSortOrder
+  /** Absent reads the whole set — only the copilot adapter does that. */
+  limit?: number
+  cursorKeys?: CursorKey[]
 }
 
+/**
+ * One page of a workspace's MCP servers, plus the sort the presenter needs to
+ * stamp the next cursor with. The surface presenter sees only this result.
+ */
 export const listMcpServersUseCase = defineAuthorizedWorkspaceUseCase({
   operation: mcpServerOperations.list,
   resolveContext: ({ input }: { input: ListMcpServersInput }) =>
     resolveWorkspaceContext(input.workspaceId),
   authorizationOptions,
   async execute({ input, context }) {
-    const servers = await listWorkspaceMcpServers({ ...input, workspaceId: context.workspaceId })
-    return { servers }
+    const page = await listWorkspaceMcpServers({ ...input, workspaceId: context.workspaceId })
+    return {
+      servers: page.data,
+      nextCursorKeys: page.nextCursorKeys,
+      sortBy: input.sortBy ?? 'createdAt',
+      sortOrder: input.sortOrder ?? 'desc',
+    }
   },
 })
 
@@ -110,7 +123,52 @@ export const discoverMcpToolsUseCase = defineAuthorizedWorkspaceUseCase({
     const tools = await mcpService.discoverTools(
       requirePrincipalSubjectUserId(principal),
       context.workspaceId,
-      input.refresh ?? false
+      /**
+       * A public `refresh` skips the positive cache but keeps the failure
+       * cooldown; only an explicit user action on their own server may bypass
+       * both. See {@link McpDiscoveryRefresh}.
+       */
+      input.refresh ? 'skip-cache' : 'cache-aside'
+    )
+    return { tools }
+  },
+})
+
+export interface DiscoverMcpServerToolsInput {
+  workspaceId: string
+  serverId: string
+  refresh?: boolean
+}
+
+/**
+ * The tool inventory of one registered MCP server.
+ *
+ * Shares `mcp_servers.tools.discover` with the workspace-wide discovery: both
+ * resolve the acting user's own OAuth credentials against a third-party server,
+ * which is why that operation denies workspace API keys. Resolving the server
+ * through {@link resolveServerContext} first is what makes an id from another
+ * workspace a not-found rather than an upstream connection attempt.
+ *
+ * The pass is also the only thing that writes the server row's
+ * `connectionStatus`, `toolCount`, `lastError`, and `lastToolsRefresh`, so
+ * calling this is what makes those fields meaningful on a subsequent read.
+ */
+export const discoverMcpServerToolsUseCase = defineAuthorizedWorkspaceUseCase({
+  operation: mcpServerOperations.discoverTools,
+  resolveContext: ({ input }: { input: DiscoverMcpServerToolsInput }) =>
+    resolveServerContext(input.workspaceId, input.serverId),
+  authorizationOptions,
+  async execute({ principal, input, context }) {
+    const tools = await mcpService.discoverServerTools(
+      requirePrincipalSubjectUserId(principal),
+      context.server.id,
+      context.workspaceId,
+      /**
+       * A public `refresh` skips the positive cache but keeps the failure
+       * cooldown; only an explicit user action on their own server may bypass
+       * both. See {@link McpDiscoveryRefresh}.
+       */
+      input.refresh ? 'skip-cache' : 'cache-aside'
     )
     return { tools }
   },
diff --git a/apps/sim/lib/mcp/client.ts b/apps/sim/lib/mcp/client.ts
index 85269355106..e8030595c13 100644
--- a/apps/sim/lib/mcp/client.ts
+++ b/apps/sim/lib/mcp/client.ts
@@ -149,10 +149,12 @@ export class McpClient {
   async connect(options: McpClientConnectOptions = {}): Promise<void> {
     const startedAt = Date.now()
     const configuredTimeout = this.config.timeout
-    const timeoutMs =
+    const timeoutMs = Math.min(
       configuredTimeout !== undefined && Number.isFinite(configuredTimeout) && configuredTimeout > 0
-        ? Math.min(Math.floor(configuredTimeout), getMaxExecutionTimeout())
-        : MCP_CLIENT_CONSTANTS.CLIENT_TIMEOUT
+        ? Math.floor(configuredTimeout)
+        : MCP_CLIENT_CONSTANTS.CLIENT_TIMEOUT,
+      MCP_CLIENT_CONSTANTS.CONNECT_MAX_TIMEOUT_MS
+    )
     const headerNames = Object.keys(this.config.headers ?? {}).sort()
     const hasUnresolvedEnvRefs = [
       this.config.url ?? '',
diff --git a/apps/sim/lib/mcp/queries.ts b/apps/sim/lib/mcp/queries.ts
index f7fdf40af1c..637ac9540f0 100644
--- a/apps/sim/lib/mcp/queries.ts
+++ b/apps/sim/lib/mcp/queries.ts
@@ -1,7 +1,19 @@
 import { db } from '@sim/db'
 import { mcpServers } from '@sim/db/schema'
-import { and, type Column, eq, isNull } from 'drizzle-orm'
-import { type ListSortOrder, listOrderBy, searchFilter } from '@/lib/api/list-query'
+import { and, eq, isNull } from 'drizzle-orm'
+import {
+  type CursorKey,
+  type KeysetKey,
+  type KeysetPage,
+  keysetColumns,
+  keysetPage,
+  type ListSortOrder,
+  listOrderBy,
+  resumeKeyset,
+  searchFilter,
+  textKey,
+  timestampKey,
+} from '@/lib/api/list-query'
 
 /**
  * Workspace-scoped MCP server reads. The lifecycle functions in
@@ -12,37 +24,65 @@ import { type ListSortOrder, listOrderBy, searchFilter } from '@/lib/api/list-qu
 export type McpServerRow = typeof mcpServers.$inferSelect
 export type McpServerSortBy = 'name' | 'createdAt' | 'updatedAt'
 
-/** Live (non-soft-deleted) MCP servers in a workspace, newest first. */
+const mcpServerId = textKey<McpServerRow>(mcpServers.id, (row) => row.id)
+
 /**
- * Orderings for the public list's sortable fields, made total over the contract
- * enum by `satisfies`. Each ends in `id` so servers sharing a name or a
- * timestamp still come back in a stable order.
+ * Keyset orderings for the public list's sortable fields, made total over the
+ * contract enum by `satisfies`. Each ends in `id` so servers sharing a name or a
+ * timestamp still come back in a stable order — which is also what makes the
+ * cursor resumable, since a non-unique final key can repeat or skip a row at a
+ * page boundary.
  */
 const MCP_SERVER_SORTS = {
-  name: [mcpServers.name, mcpServers.id],
-  createdAt: [mcpServers.createdAt, mcpServers.id],
-  updatedAt: [mcpServers.updatedAt, mcpServers.id],
-} satisfies Record<McpServerSortBy, readonly Column[]>
+  name: [textKey<McpServerRow>(mcpServers.name, (row) => row.name), mcpServerId],
+  createdAt: [
+    timestampKey<McpServerRow>(mcpServers.createdAt, (row) => row.createdAt),
+    mcpServerId,
+  ],
+  updatedAt: [
+    timestampKey<McpServerRow>(mcpServers.updatedAt, (row) => row.updatedAt),
+    mcpServerId,
+  ],
+} satisfies Record<McpServerSortBy, readonly KeysetKey<McpServerRow>[]>
 
+/**
+ * One keyset page of live (non-soft-deleted) MCP servers in a workspace.
+ *
+ * Nothing caps how many servers a workspace may register, so this read shipped
+ * as the one unbounded v2 list; the public page is now cut by the caller's
+ * `limit` like every other collection. `limit` stays optional because the
+ * copilot adapter reads the whole set — an absent `limit` applies no `LIMIT`
+ * clause and, per {@link keysetPage}, can never yield a cursor.
+ */
 export async function listWorkspaceMcpServers(params: {
   workspaceId: string
   /** Case-insensitive substring match on the server name. */
   search?: string
   sortBy?: McpServerSortBy
   sortOrder?: ListSortOrder
-}): Promise<McpServerRow[]> {
-  const { sortBy = 'createdAt', sortOrder = 'desc' } = params
-  return db
+  limit?: number
+  cursorKeys?: CursorKey[]
+}): Promise<KeysetPage<McpServerRow>> {
+  const { sortBy = 'createdAt', sortOrder = 'desc', limit } = params
+  const keys = MCP_SERVER_SORTS[sortBy]
+  const resumeAfter = resumeKeyset(keys, params.cursorKeys, sortOrder)
+
+  const ordered = db
     .select()
     .from(mcpServers)
     .where(
       and(
         eq(mcpServers.workspaceId, params.workspaceId),
         isNull(mcpServers.deletedAt),
-        searchFilter(mcpServers.name, params.search)
+        searchFilter(mcpServers.name, params.search),
+        resumeAfter
       )
     )
-    .orderBy(...listOrderBy(MCP_SERVER_SORTS[sortBy], sortOrder))
+    .orderBy(...listOrderBy(keysetColumns(keys), sortOrder))
+
+  const rows = await (limit === undefined ? ordered : ordered.limit(limit + 1))
+
+  return keysetPage(keys, rows, limit)
 }
 
 /** A single live MCP server, or null when it does not exist in this workspace. */
diff --git a/apps/sim/lib/mcp/service.test.ts b/apps/sim/lib/mcp/service.test.ts
index d1cbb4bb538..5f89545e2ab 100644
--- a/apps/sim/lib/mcp/service.test.ts
+++ b/apps/sim/lib/mcp/service.test.ts
@@ -122,6 +122,7 @@ vi.mock('@/lib/mcp/storage', () => ({
 
 import { mcpService } from '@/lib/mcp/service'
 import { McpOauthAuthorizationRequiredError } from '@/lib/mcp/types'
+import { MCP_CONSTANTS } from '@/lib/mcp/utils'
 
 const mockLogger = vi.mocked(loggerMock.createLogger).mock.results.at(-1)?.value
 
@@ -158,6 +159,51 @@ function tool(name: string, serverId: string) {
   }
 }
 
+/**
+ * Renders a mocked drizzle `sql` fragment, recursing into nested fragments.
+ *
+ * The failure status write computes the consecutive-failure counter in SQL
+ * rather than reading it, adding one and writing it back, so its
+ * `connectionStatus` and `statusConfig` arrive as expressions. Rendering them is
+ * the only way to assert the increment and the error threshold without a live
+ * database — and asserting on a literal object would be asserting the old
+ * read-modify-write back into existence.
+ */
+function renderSql(fragment: unknown): string {
+  const node = fragment as { strings?: readonly string[]; values?: readonly unknown[] }
+  if (!node?.strings) return String(fragment)
+  return node.strings.reduce<string>(
+    (rendered, chunk, index) =>
+      index === 0 ? chunk : `${rendered}${renderSql(node.values?.[index - 1])}${chunk}`,
+    ''
+  )
+}
+
+/** The values written by the failure branch of the discovery status write. */
+function failureStatusWrite(lastError: string): Record<string, unknown> {
+  const call = dbChainMockFns.set.mock.calls.find(
+    ([values]) => (values as Record<string, unknown> | undefined)?.lastError === lastError
+  )
+  expect(call, `no status write carried lastError ${lastError}`).toBeDefined()
+  return (call as unknown[])[0] as Record<string, unknown>
+}
+
+/**
+ * Pins the failure write's SQL: the counter is incremented from the stored blob
+ * in the same statement, and the row flips to `error` at the threshold.
+ */
+function expectSqlSideFailureIncrement(values: Record<string, unknown>): void {
+  const statusConfig = renderSql(values.statusConfig)
+  expect(statusConfig).toContain("'consecutiveFailures'")
+  expect(statusConfig).toContain("->> 'consecutiveFailures')::int, 0) + 1")
+  expect(statusConfig).toContain("-> 'lastSuccessfulDiscovery'")
+
+  const connectionStatus = renderSql(values.connectionStatus)
+  expect(connectionStatus).toContain(') + 1 >= ')
+  expect(connectionStatus).toContain(String(MCP_CONSTANTS.MAX_CONSECUTIVE_FAILURES))
+  expect(connectionStatus).toContain("THEN 'error' ELSE 'disconnected' END")
+}
+
 describe('McpService.discoverTools per-server caching', () => {
   beforeEach(async () => {
     vi.clearAllMocks()
@@ -342,13 +388,7 @@ describe('McpService.discoverTools per-server caching', () => {
     expect(first).toEqual([])
 
     await vi.waitFor(() => {
-      expect(dbChainMockFns.set).toHaveBeenCalledWith(
-        expect.objectContaining({
-          connectionStatus: 'disconnected',
-          lastError: 'Authentication failed',
-          statusConfig: { consecutiveFailures: 1, lastSuccessfulDiscovery: null },
-        })
-      )
+      expectSqlSideFailureIncrement(failureStatusWrite('Authentication failed'))
       expect(mockCacheAdapter.set).toHaveBeenCalledWith(
         `workspace:${WORKSPACE_ID}:server:mcp-a:failure`,
         [],
@@ -411,10 +451,17 @@ describe('McpService.discoverTools per-server caching', () => {
     )
     expect(mockListTools).not.toHaveBeenCalled()
 
+    // A public `refresh` skips the positive cache but still honours the
+    // cooldown, so it cannot be used to hammer a failing endpoint.
+    await expect(
+      mcpService.discoverServerTools(USER_ID, 'mcp-a', WORKSPACE_ID, 'skip-cache')
+    ).rejects.toThrow('cooldown')
+    expect(mockListTools).not.toHaveBeenCalled()
+
     // Reconnecting via the explicit-refresh path (refresh button / OAuth
     // callback) bypasses both caches and brings the server back to live.
     mockListTools.mockResolvedValueOnce([tool('a1', 'mcp-a')])
-    const tools = await mcpService.discoverServerTools(USER_ID, 'mcp-a', WORKSPACE_ID, true)
+    const tools = await mcpService.discoverServerTools(USER_ID, 'mcp-a', WORKSPACE_ID, 'force')
     expect(tools.map((t) => t.name)).toEqual(['a1'])
 
     // discoverTools now sees the cleared negative cache + primed positive cache.
@@ -455,13 +502,9 @@ describe('McpService.discoverTools per-server caching', () => {
       'Request timed out'
     )
 
-    expect(dbChainMockFns.set).toHaveBeenCalledWith(
-      expect.objectContaining({
-        connectionStatus: 'disconnected',
-        // Raw SDK timeout text is mapped to a user-facing message before persisting.
-        lastError: 'The MCP server took too long to respond and timed out',
-        statusConfig: { consecutiveFailures: 1, lastSuccessfulDiscovery: null },
-      })
+    // Raw SDK timeout text is mapped to a user-facing message before persisting.
+    expectSqlSideFailureIncrement(
+      failureStatusWrite('The MCP server took too long to respond and timed out')
     )
   })
 
@@ -492,13 +535,7 @@ describe('McpService.discoverTools per-server caching', () => {
       reflectedCredential
     )
 
-    expect(dbChainMockFns.set).toHaveBeenCalledWith(
-      expect.objectContaining({
-        connectionStatus: 'disconnected',
-        lastError: 'Authentication failed',
-        statusConfig: { consecutiveFailures: 1, lastSuccessfulDiscovery: null },
-      })
-    )
+    expectSqlSideFailureIncrement(failureStatusWrite('Authentication failed'))
     expect(JSON.stringify(dbChainMockFns.set.mock.calls)).not.toContain(reflectedCredential)
     expect(JSON.stringify(mockCacheAdapter.set.mock.calls)).not.toContain(reflectedCredential)
     expect(JSON.stringify(mockLogger?.warn.mock.calls)).not.toContain(reflectedCredential)
@@ -550,7 +587,14 @@ describe('McpService.discoverTools per-server caching', () => {
     expect(mockResolveEnvVars).toHaveBeenCalledTimes(1)
   })
 
-  it('promotes the persisted server status to error on the third consecutive failure', async () => {
+  /**
+   * The counter used to be read, incremented in JS, and written back. Two
+   * concurrent failures both read N and wrote N+1, losing a count, so a flapping
+   * server could sit below the threshold forever and never flip to `error`. The
+   * increment and the threshold comparison now happen in the one statement that
+   * writes them.
+   */
+  it('promotes to error by incrementing the failure counter in the write itself', async () => {
     mockGetWorkspaceServersRows.mockResolvedValue([
       dbRow('mcp-a', 'A', {
         statusConfig: { consecutiveFailures: 2, lastSuccessfulDiscovery: null },
@@ -562,12 +606,49 @@ describe('McpService.discoverTools per-server caching', () => {
       'Connection refused'
     )
 
-    expect(dbChainMockFns.set).toHaveBeenCalledWith(
-      expect.objectContaining({
-        connectionStatus: 'error',
-        statusConfig: { consecutiveFailures: 3, lastSuccessfulDiscovery: null },
-      })
-    )
+    expectSqlSideFailureIncrement(failureStatusWrite('Connection refused'))
+  })
+
+  /**
+   * `updatedAt` is one of the public list's keyset sorts. A background discovery
+   * stamping it moves rows to the head of `sortBy=updatedAt` mid-walk, so a
+   * caller paginating while any discovery runs sees servers duplicated across
+   * pages and others skipped entirely.
+   */
+  it('never stamps updatedAt from a discovery status write', async () => {
+    mockGetWorkspaceServersRows.mockResolvedValue([dbRow('mcp-a', 'A'), dbRow('mcp-b', 'B')])
+    mockListTools
+      .mockResolvedValueOnce([tool('a1', 'mcp-a')])
+      .mockRejectedValueOnce(new Error('Connection refused'))
+
+    await mcpService.discoverTools(USER_ID, WORKSPACE_ID)
+
+    await vi.waitFor(() => {
+      expect(dbChainMockFns.set.mock.calls.length).toBeGreaterThanOrEqual(2)
+    })
+    for (const [values] of dbChainMockFns.set.mock.calls) {
+      expect(
+        (values as Record<string, unknown>)?.updatedAt,
+        'a discovery status write stamped updatedAt, corrupting the updatedAt keyset page'
+      ).toBeUndefined()
+    }
+  })
+
+  /**
+   * A discovery that started before a newer attempt landed must not overwrite
+   * it, and neither outcome may write onto a foreign or soft-deleted row. The
+   * success branch used to guard on the id alone.
+   */
+  it('guards the success status write with workspace, liveness and staleness', async () => {
+    mockGetWorkspaceServersRows.mockResolvedValue([dbRow('mcp-a', 'A')])
+    mockListTools.mockResolvedValueOnce([tool('a1', 'mcp-a')])
+
+    await mcpService.discoverServerTools(USER_ID, 'mcp-a', WORKSPACE_ID)
+
+    const guard = JSON.stringify(dbChainMockFns.where.mock.calls)
+    expect(guard).toContain('deletedAt')
+    expect(guard).toContain('lastConnected')
+    expect(guard).toContain(WORKSPACE_ID)
   })
 
   it('persists OAuth-required discovery as disconnected without a failure error', async () => {
diff --git a/apps/sim/lib/mcp/service.ts b/apps/sim/lib/mcp/service.ts
index 4a867b35382..46276ca6d01 100644
--- a/apps/sim/lib/mcp/service.ts
+++ b/apps/sim/lib/mcp/service.ts
@@ -7,7 +7,7 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { sleep } from '@sim/utils/helpers'
 import { backoffWithJitter } from '@sim/utils/retry'
-import { and, eq, isNull, lte, or } from 'drizzle-orm'
+import { and, eq, isNull, lte, or, sql } from 'drizzle-orm'
 import { isTest } from '@/lib/core/config/env-flags'
 import { generateRequestId } from '@/lib/core/utils/request'
 import { McpClient } from '@/lib/mcp/client'
@@ -112,6 +112,23 @@ function createInvocationProvenanceReporter(
   }
 }
 
+/**
+ * How far a discovery may bypass the caches.
+ *
+ * - `cache-aside` — serve the 5-minute positive cache, and honour the failure
+ *   cooldown. The default for every incidental read.
+ * - `skip-cache` — re-fetch even on a cache hit, but still honour the failure
+ *   cooldown. This is what a public `refresh=true` gets: a caller asking for
+ *   fresh tools should not also be able to drive a connection attempt per
+ *   request at an endpoint already known to be failing, from Sim's egress
+ *   addresses.
+ * - `force` — bypass both. Reserved for an explicit user action on their own
+ *   server (the refresh button, the OAuth callback), where the whole point is
+ *   that the credential or endpoint has just been fixed and the cooldown would
+ *   only delay the recovery the user is watching for.
+ */
+export type McpDiscoveryRefresh = 'cache-aside' | 'skip-cache' | 'force'
+
 type DiscoveryOutcome =
   | { kind: 'cached'; tools: McpTool[] }
   | { kind: 'fetched'; tools: McpTool[] }
@@ -121,9 +138,16 @@ type DiscoveryOutcome =
   // exemption survives the getErrorMessage call.
   | { kind: 'error'; message: string; originalError: unknown }
 
-type ServerStatusUpdate =
+/**
+ * `discoveryStartedAt` is what makes a status write conditional: a discovery
+ * that started before a newer attempt already landed must not overwrite it.
+ * Both outcomes carry it, because a slow success can clobber a recent failure
+ * exactly as a slow failure can clobber a recent success.
+ */
+type ServerStatusUpdate = { discoveryStartedAt?: Date } & (
   | { outcome: 'connected'; toolCount: number }
-  | { outcome: 'failed'; error: string; discoveryStartedAt?: Date }
+  | { outcome: 'failed'; error: string }
+)
 
 function isOauthAuthorizationError(error: unknown, authType: McpServerConfig['authType']): boolean {
   return (
@@ -619,6 +643,16 @@ class McpService {
     return false
   }
 
+  /**
+   * Records the outcome of a discovery attempt on the server row.
+   *
+   * Deliberately leaves `updatedAt` alone. `updatedAt` means "when the server's
+   * configuration last changed" and is one of the public list's keyset sorts, so
+   * stamping it from a background discovery would move rows to the head of
+   * `sortBy=updatedAt` mid-walk and duplicate or skip servers across a caller's
+   * pages. Discovery liveness is already published through `lastConnected`,
+   * `lastToolsRefresh`, `lastError` and `statusConfig`.
+   */
   private async updateServerStatus(
     serverId: string,
     workspaceId: string,
@@ -626,9 +660,27 @@ class McpService {
   ): Promise<boolean> {
     try {
       const now = new Date()
+      /**
+       * Both outcomes carry the same guard: a discovery that started before a
+       * newer attempt already landed must not overwrite it, and neither branch
+       * may write onto a foreign or soft-deleted row. Without it on the success
+       * branch a slow connect could revive a server a later failure had just
+       * marked down, with a stale `toolCount` and a cleared `lastError`.
+       */
+      const liveServerScope = and(
+        eq(mcpServers.id, serverId),
+        eq(mcpServers.workspaceId, workspaceId),
+        isNull(mcpServers.deletedAt),
+        update.discoveryStartedAt
+          ? or(
+              isNull(mcpServers.lastConnected),
+              lte(mcpServers.lastConnected, update.discoveryStartedAt)
+            )
+          : undefined
+      )
 
       if (update.outcome === 'connected') {
-        await db
+        const updatedServers = await db
           .update(mcpServers)
           .set({
             connectionStatus: 'connected',
@@ -640,64 +692,36 @@ class McpService {
               consecutiveFailures: 0,
               lastSuccessfulDiscovery: now.toISOString(),
             },
-            updatedAt: now,
           })
-          .where(eq(mcpServers.id, serverId))
-        return true
+          .where(liveServerScope)
+          .returning({ id: mcpServers.id })
+        return updatedServers.length > 0
       }
 
-      const [currentServer] = await db
-        .select({ statusConfig: mcpServers.statusConfig })
-        .from(mcpServers)
-        .where(
-          and(
-            eq(mcpServers.id, serverId),
-            eq(mcpServers.workspaceId, workspaceId),
-            isNull(mcpServers.deletedAt)
-          )
-        )
-        .limit(1)
-
-      const storedConfig = currentServer?.statusConfig as Partial<McpServerStatusConfig> | null
-      const currentConfig: McpServerStatusConfig = {
-        consecutiveFailures:
-          typeof storedConfig?.consecutiveFailures === 'number'
-            ? storedConfig.consecutiveFailures
-            : 0,
-        lastSuccessfulDiscovery: storedConfig?.lastSuccessfulDiscovery ?? null,
-      }
-
-      const newFailures = currentConfig.consecutiveFailures + 1
-      const isErrorState = newFailures >= MCP_CONSTANTS.MAX_CONSECUTIVE_FAILURES
+      /**
+       * The failure counter is incremented SQL-side rather than read, added to,
+       * and written back. Two concurrent failures both reading N and writing N+1
+       * lose a count, so a flapping server could sit below
+       * {@link MCP_CONSTANTS.MAX_CONSECUTIVE_FAILURES} indefinitely and never
+       * flip to `error`. `lastSuccessfulDiscovery` is carried through from the
+       * stored blob in the same statement.
+       */
+      const nextFailures = sql`COALESCE((${mcpServers.statusConfig} ->> 'consecutiveFailures')::int, 0) + 1`
 
       const updatedServers = await db
         .update(mcpServers)
         .set({
-          connectionStatus: isErrorState ? 'error' : 'disconnected',
+          connectionStatus: sql`CASE WHEN ${nextFailures} >= ${MCP_CONSTANTS.MAX_CONSECUTIVE_FAILURES} THEN 'error' ELSE 'disconnected' END`,
           lastError: update.error || 'Unknown error',
-          statusConfig: {
-            consecutiveFailures: newFailures,
-            lastSuccessfulDiscovery: currentConfig.lastSuccessfulDiscovery,
-          },
-          updatedAt: now,
+          statusConfig: sql`jsonb_build_object('consecutiveFailures', ${nextFailures}, 'lastSuccessfulDiscovery', ${mcpServers.statusConfig} -> 'lastSuccessfulDiscovery')`,
         })
-        .where(
-          and(
-            eq(mcpServers.id, serverId),
-            eq(mcpServers.workspaceId, workspaceId),
-            isNull(mcpServers.deletedAt),
-            update.discoveryStartedAt
-              ? or(
-                  isNull(mcpServers.lastConnected),
-                  lte(mcpServers.lastConnected, update.discoveryStartedAt)
-                )
-              : undefined
-          )
-        )
-        .returning({ id: mcpServers.id })
+        .where(liveServerScope)
+        .returning({ id: mcpServers.id, statusConfig: mcpServers.statusConfig })
 
-      if (isErrorState && updatedServers.length > 0) {
-        logger.warn(`Server ${serverId} marked as error after ${newFailures} consecutive failures`)
+      const failures = (updatedServers[0]?.statusConfig as Partial<McpServerStatusConfig> | null)
+        ?.consecutiveFailures
+      if (typeof failures === 'number' && failures >= MCP_CONSTANTS.MAX_CONSECUTIVE_FAILURES) {
+        logger.warn(`Server ${serverId} marked as error after ${failures} consecutive failures`)
       }
       return updatedServers.length > 0
     } catch (err) {
@@ -741,7 +765,6 @@ class McpService {
         .set({
           connectionStatus: 'disconnected',
           lastError: null,
-          updatedAt: new Date(),
         })
         .where(
           and(
@@ -781,10 +804,15 @@ class McpService {
     }
   }
 
+  /**
+   * Discover tools across every server in a workspace. See
+   * {@link McpDiscoveryRefresh} for what each mode is allowed to bypass — the
+   * fan-out makes the cooldown matter more here, not less.
+   */
   async discoverTools(
     userId: string,
     workspaceId: string,
-    forceRefresh = false
+    refresh: McpDiscoveryRefresh = 'cache-aside'
   ): Promise<McpTool[]> {
     const requestId = generateRequestId()
     const discoveryStartedAt = new Date()
@@ -803,7 +831,7 @@ class McpService {
         servers.map(async (config): Promise<DiscoveryOutcome> => {
           const cacheKey = serverCacheKey(workspaceId, config.id)
 
-          if (!forceRefresh) {
+          if (refresh === 'cache-aside') {
             try {
               const cached = await this.cacheAdapter.get(cacheKey)
               if (cached) return { kind: 'cached', tools: cached.tools }
@@ -813,12 +841,13 @@ class McpService {
                 error
               )
             }
-            if (await this.isServerUnhealthy(workspaceId, config.id)) {
-              logger.info(
-                `[${requestId}] Skipping recently-failed server ${config.name} (negative-cache hit)`
-              )
-              return { kind: 'unhealthy' }
-            }
+          }
+
+          if (refresh !== 'force' && (await this.isServerUnhealthy(workspaceId, config.id))) {
+            logger.info(
+              `[${requestId}] Skipping recently-failed server ${config.name} (negative-cache hit)`
+            )
+            return { kind: 'unhealthy' }
           }
 
           try {
@@ -862,6 +891,7 @@ class McpService {
             this.updateServerStatus(server.id, workspaceId, {
               outcome: 'connected',
               toolCount: outcome.tools.length,
+              discoveryStartedAt,
             })
           )
           cacheWrites.push(
@@ -966,17 +996,16 @@ class McpService {
   }
 
   /**
-   * Discover tools from one server. Cache-aside by default; pass
-   * `forceRefresh: true` from explicit-refresh paths (refresh button, OAuth
-   * callback) to bypass both positive and negative caches. Concurrent callers
-   * for the same `(workspaceId, serverId, userId, forceRefresh)` share one
-   * upstream request.
+   * Discover tools from one server. Cache-aside by default; see
+   * {@link McpDiscoveryRefresh} for what each mode is allowed to bypass.
+   * Concurrent callers for the same `(workspaceId, serverId, userId, refresh)`
+   * share one upstream request.
    */
   async discoverServerTools(
     userId: string,
     serverId: string,
     workspaceId: string,
-    forceRefresh = false,
+    refresh: McpDiscoveryRefresh = 'cache-aside',
     onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
   ): Promise<McpTool[]> {
     if (onResolvedSecretTraceProvenance) {
@@ -984,12 +1013,12 @@ class McpService {
         userId,
         serverId,
         workspaceId,
-        forceRefresh,
+        refresh,
         createInvocationProvenanceReporter(onResolvedSecretTraceProvenance)
       )
     }
 
-    const inflightKey = `${workspaceId}:${serverId}:${userId}:${forceRefresh ? 'force' : 'cache'}`
+    const inflightKey = `${workspaceId}:${serverId}:${userId}:${refresh}`
     const existing = this.inflightServerDiscovery.get(inflightKey)
     if (existing) return existing
 
@@ -997,7 +1026,7 @@ class McpService {
       userId,
       serverId,
       workspaceId,
-      forceRefresh,
+      refresh,
       undefined
     ).finally(() => {
       this.inflightServerDiscovery.delete(inflightKey)
@@ -1010,14 +1039,14 @@ class McpService {
     userId: string,
     serverId: string,
     workspaceId: string,
-    forceRefresh: boolean,
+    refresh: McpDiscoveryRefresh,
     onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
   ): Promise<McpTool[]> {
     const requestId = generateRequestId()
     const discoveryStartedAt = new Date()
     const maxRetries = 2
 
-    if (!forceRefresh) {
+    if (refresh === 'cache-aside') {
       try {
         const cached = await this.cacheAdapter.get(serverCacheKey(workspaceId, serverId))
         if (cached) {
@@ -1027,13 +1056,14 @@ class McpService {
       } catch (error) {
         logger.warn(`[${requestId}] Cache read failed for server ${serverId}:`, error)
       }
-      if (await this.isServerUnhealthy(workspaceId, serverId)) {
-        logger.info(`[${requestId}] Skipping recently-failed server ${serverId} (negative-cache)`)
-        throw new McpConnectionError(
-          'Server recently failed and is in cooldown — try again shortly.',
-          serverId
-        )
-      }
+    }
+
+    if (refresh !== 'force' && (await this.isServerUnhealthy(workspaceId, serverId))) {
+      logger.info(`[${requestId}] Skipping recently-failed server ${serverId} (negative-cache)`)
+      throw new McpConnectionError(
+        'Server recently failed and is in cooldown — try again shortly.',
+        serverId
+      )
     }
 
     for (let attempt = 0; attempt < maxRetries; attempt++) {
@@ -1066,6 +1096,7 @@ class McpService {
           this.updateServerStatus(serverId, workspaceId, {
             outcome: 'connected',
             toolCount: tools.length,
+            discoveryStartedAt,
           }),
         ])
         return tools
diff --git a/apps/sim/lib/mcp/utils.ts b/apps/sim/lib/mcp/utils.ts
index 8e64ee476c0..e1fd0eb801b 100644
--- a/apps/sim/lib/mcp/utils.ts
+++ b/apps/sim/lib/mcp/utils.ts
@@ -51,6 +51,18 @@ export function sanitizeHeaders(
 export const MCP_CLIENT_CONSTANTS = {
   CLIENT_TIMEOUT: DEFAULT_EXECUTION_TIMEOUT_MS,
   AUTO_REFRESH_INTERVAL: 5 * 60 * 1000,
+  /**
+   * Hard ceiling for the connect handshake, regardless of the server row's
+   * configured `timeout`.
+   *
+   * The clamp used to be `getMaxExecutionTimeout()`, the *workflow* ceiling of
+   * seven days, so the real bound became the row's own `timeout` — which the
+   * registration contract permits up to 300s — multiplied by the connect
+   * retries. A hostile-but-slow server could therefore hold a Node request for
+   * roughly twenty minutes. Connecting is not a workflow run, and `tools/list`
+   * already bounds itself at a minute; the handshake gets the same budget.
+   */
+  CONNECT_MAX_TIMEOUT_MS: 60_000,
   /** Idle timeout for tools/list (gap between progress events); raised from 10s toward the SDK's 60s default. */
   LIST_TOOLS_TIMEOUT_MS: 30_000,
   /** Hard ceiling for tools/list regardless of progress (SDK maxTotalTimeout safeguard). */
diff --git a/apps/sim/lib/pinned-items/queries.ts b/apps/sim/lib/pinned-items/queries.ts
new file mode 100644
index 00000000000..7db859cf9ce
--- /dev/null
+++ b/apps/sim/lib/pinned-items/queries.ts
@@ -0,0 +1,64 @@
+import { db } from '@sim/db'
+import { pinnedItem } from '@sim/db/schema'
+import { and, eq, ne } from 'drizzle-orm'
+import {
+  type PinnedItemApi,
+  type PinnedResourceType,
+  pinnedResourceTypeSchema,
+} from '@/lib/api/contracts/pinned-items'
+import { filterToActiveResources } from '@/lib/pinned-items/resources'
+
+/**
+ * Narrows a stored row to the wire shape, dropping any row whose `resourceType` this build does
+ * not recognise.
+ *
+ * `pinned_item.resource_type` is plain `text` — deliberately, so the set of pinnable kinds can
+ * grow — while the contract is a closed enum. During a rolling deploy an older pod can therefore
+ * read a pin a newer one wrote. Returning it would fail response validation and take the WHOLE
+ * list down rather than the single row, so the unknown kind is skipped instead.
+ *
+ * `filterToActiveResources` already drops these as a side effect of not having a table to look
+ * them up in; this makes the guarantee explicit and compiler-checked at the wire boundary.
+ */
+function toPinnedItemApi(row: typeof pinnedItem.$inferSelect): PinnedItemApi | null {
+  const resourceType = pinnedResourceTypeSchema.safeParse(row.resourceType)
+  if (!resourceType.success) return null
+  return { ...row, resourceType: resourceType.data, pinnedAt: row.pinnedAt.toISOString() }
+}
+
+/**
+ * Lists one user's pinned items in a workspace, already narrowed to the `PinnedItemApi` wire
+ * shape and filtered to pins whose resource still exists.
+ *
+ * Shared by `GET /api/pinned-items` and the resource-page prefetch so a hydrated cache entry and
+ * a client fetch can never disagree. It carries no authorization of its own — every caller must
+ * prove the viewer's workspace access first.
+ */
+export async function listPinnedItemsForUser(
+  userId: string,
+  workspaceId: string,
+  resourceType?: PinnedResourceType
+): Promise<PinnedItemApi[]> {
+  const rows = await db
+    .select()
+    .from(pinnedItem)
+    .where(
+      and(
+        eq(pinnedItem.userId, userId),
+        eq(pinnedItem.workspaceId, workspaceId),
+        /**
+         * A `workspace` pin stores `workspaceId === resourceId`, so it would otherwise
+         * appear in this workspace's unscoped listing as a resource *inside* itself.
+         * It is read from the workspace-list payload instead, so it is excluded here
+         * rather than left for a future unscoped caller to mistake for a real resource.
+         */
+        resourceType
+          ? eq(pinnedItem.resourceType, resourceType)
+          : ne(pinnedItem.resourceType, 'workspace')
+      )
+    )
+
+  const activeRows = await filterToActiveResources(rows, workspaceId)
+
+  return activeRows.map(toPinnedItemApi).filter((item): item is PinnedItemApi => item !== null)
+}
diff --git a/apps/sim/lib/pptx-renderer/core/viewer.ts b/apps/sim/lib/pptx-renderer/core/viewer.ts
index 3434a8ba225..bd24037a059 100644
--- a/apps/sim/lib/pptx-renderer/core/viewer.ts
+++ b/apps/sim/lib/pptx-renderer/core/viewer.ts
@@ -129,9 +129,7 @@ export class PptxViewer extends EventTarget {
     }
   }
 
-  // -----------------------------------------------------------------------
   // Event dispatch helpers
-  // -----------------------------------------------------------------------
 
   private emitRenderStart(): void {
     this._isRendering = true
@@ -163,9 +161,7 @@ export class PptxViewer extends EventTarget {
     this.dispatchEvent(new CustomEvent('nodeerror', { detail: { nodeId, error } }))
   }
 
-  // -----------------------------------------------------------------------
   // Public: load / render modes
-  // -----------------------------------------------------------------------
 
   /**
    * Load a parsed presentation model. Does NOT render — call `renderList()` or
@@ -202,9 +198,7 @@ export class PptxViewer extends EventTarget {
     await this.queueRender()
   }
 
-  // -----------------------------------------------------------------------
   // Instance open
-  // -----------------------------------------------------------------------
 
   async open(
     input: PreviewInput,
@@ -247,9 +241,7 @@ export class PptxViewer extends EventTarget {
     checkAborted()
   }
 
-  // -----------------------------------------------------------------------
   // Static factory
-  // -----------------------------------------------------------------------
 
   static async open(
     input: PreviewInput,
@@ -269,9 +261,7 @@ export class PptxViewer extends EventTarget {
     return viewer
   }
 
-  // -----------------------------------------------------------------------
   // Navigation
-  // -----------------------------------------------------------------------
 
   async goToSlide(index: number, scrollOptions?: ScrollIntoViewOptions): Promise<void> {
     if (!this.presentation) return
@@ -318,9 +308,7 @@ export class PptxViewer extends EventTarget {
     await this.queueRender()
   }
 
-  // -----------------------------------------------------------------------
   // Getters
-  // -----------------------------------------------------------------------
 
   get presentationData(): PresentationData | null {
     return this.presentation
@@ -354,9 +342,7 @@ export class PptxViewer extends EventTarget {
     return this._fitMode
   }
 
-  // -----------------------------------------------------------------------
   // Typed event helpers
-  // -----------------------------------------------------------------------
 
   on<K extends keyof PptxViewerEventMap>(
     type: K,
@@ -382,9 +368,7 @@ export class PptxViewer extends EventTarget {
     return [...this.mountedSlides].sort((a, b) => a - b)
   }
 
-  // -----------------------------------------------------------------------
   // External slide rendering
-  // -----------------------------------------------------------------------
 
   /**
    * Render a single slide into an external container element.
@@ -429,9 +413,7 @@ export class PptxViewer extends EventTarget {
     // No-op in base class
   }
 
-  // -----------------------------------------------------------------------
   // Cleanup
-  // -----------------------------------------------------------------------
 
   destroy(): void {
     this.teardownAdaptiveResize()
@@ -459,9 +441,7 @@ export class PptxViewer extends EventTarget {
     this.destroy()
   }
 
-  // -----------------------------------------------------------------------
   // Internal: rendering pipeline
-  // -----------------------------------------------------------------------
 
   private normalizeZoomPercent(percent: number): number {
     if (!Number.isFinite(percent)) return 100
@@ -960,9 +940,7 @@ export class PptxViewer extends EventTarget {
   }
 }
 
-// -----------------------------------------------------------------------
 // Standalone helper (shared with Renderer.ts)
-// -----------------------------------------------------------------------
 
 async function normalizePreviewInput(input: PreviewInput): Promise<ArrayBuffer> {
   if (input instanceof ArrayBuffer) return input
diff --git a/apps/sim/lib/pptx-renderer/model/presentation.ts b/apps/sim/lib/pptx-renderer/model/presentation.ts
index bdb3564d1d4..2c7dcd8e150 100644
--- a/apps/sim/lib/pptx-renderer/model/presentation.ts
+++ b/apps/sim/lib/pptx-renderer/model/presentation.ts
@@ -268,9 +268,7 @@ export function buildPresentation(files: PptxFiles): PresentationData {
   return result
 }
 
-// ---------------------------------------------------------------------------
 // Placeholder Position Inheritance
-// ---------------------------------------------------------------------------
 
 /**
  * Extract placeholder info (type, idx) from a raw placeholder XML node
diff --git a/apps/sim/lib/pptx-renderer/renderer/chart-renderer.ts b/apps/sim/lib/pptx-renderer/renderer/chart-renderer.ts
index db7cd8e03b6..a3a3abf3003 100644
--- a/apps/sim/lib/pptx-renderer/renderer/chart-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/chart-renderer.ts
@@ -12,9 +12,7 @@ import type { SafeXmlNode } from '../parser/xml-parser'
 import type { RenderContext } from './render-context'
 import { resolveColor } from './style-resolver'
 
-// ---------------------------------------------------------------------------
 // Types
-// ---------------------------------------------------------------------------
 
 interface SeriesData {
   name: string
@@ -73,9 +71,7 @@ type OoxmlChartType =
   | 'stockChart'
   | 'surface3DChart'
 
-// ---------------------------------------------------------------------------
 // Chart Type Mapping
-// ---------------------------------------------------------------------------
 
 const CHART_TYPE_ELEMENTS: OoxmlChartType[] = [
   'barChart',
@@ -94,9 +90,7 @@ const CHART_TYPE_ELEMENTS: OoxmlChartType[] = [
   'surface3DChart',
 ]
 
-// ---------------------------------------------------------------------------
 // Data Extraction Helpers
-// ---------------------------------------------------------------------------
 
 /**
  * Extract text values from a strRef or strCache structure.
@@ -643,9 +637,7 @@ function parseSeries(chartTypeNode: SafeXmlNode, ctx: RenderContext): SeriesData
   return seriesArr
 }
 
-// ---------------------------------------------------------------------------
 // Chart Title
-// ---------------------------------------------------------------------------
 
 /**
  * Extract chart title from chartSpace > chart > title.
@@ -769,9 +761,7 @@ function getChartThemeFontFamily(ctx: RenderContext): string | undefined {
   )
 }
 
-// ---------------------------------------------------------------------------
 // Legend
-// ---------------------------------------------------------------------------
 
 /** Parsed legend info including overlay flag. */
 interface LegendInfo {
@@ -1106,9 +1096,7 @@ function hasManualGrid(
   )
 }
 
-// ---------------------------------------------------------------------------
 // Axis Parsing
-// ---------------------------------------------------------------------------
 
 const DEFAULT_AXIS_INFO: AxisInfo = {
   deleted: false,
@@ -1296,9 +1284,7 @@ function applyAxisInfo(
   }
 }
 
-// ---------------------------------------------------------------------------
 // ECharts Option Builders
-// ---------------------------------------------------------------------------
 
 /**
  * Convert OOXML data label position to ECharts bar label position.
@@ -2001,9 +1987,7 @@ function buildScatterChartOption(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Bubble Chart
-// ---------------------------------------------------------------------------
 
 function buildBubbleChartOption(
   chartTypeNode: SafeXmlNode,
@@ -2103,9 +2087,7 @@ function buildBubbleChartOption(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Stock Chart (Candlestick)
-// ---------------------------------------------------------------------------
 
 function buildStockChartOption(
   _chartTypeNode: SafeXmlNode,
@@ -2310,9 +2292,7 @@ function buildStockChartOption(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Data Table (c:dTable)
-// ---------------------------------------------------------------------------
 
 /** Parsed c:dTable info for building the chart data table. */
 interface DataTableInfo {
@@ -2404,9 +2384,7 @@ function buildDataTableElement(info: DataTableInfo, seriesColors?: string[]): HT
   return table
 }
 
-// ---------------------------------------------------------------------------
 // Main Chart XML Parser
-// ---------------------------------------------------------------------------
 
 /**
  * Extract background colors from chartSpace and plotArea.
@@ -2556,9 +2534,7 @@ function buildChartPalette(chartXml: SafeXmlNode, ctx: RenderContext): string[]
   return accents
 }
 
-// ---------------------------------------------------------------------------
 // Chart-Space Default Font Size + Legend Grid Adjustment
-// ---------------------------------------------------------------------------
 
 /**
  * Apply chart-space default font size to all text elements in the ECharts option
@@ -3295,9 +3271,7 @@ export function parseChartXml(chartXml: SafeXmlNode, ctx: RenderContext): ParseC
   }
 }
 
-// ---------------------------------------------------------------------------
 // Public Render Function
-// ---------------------------------------------------------------------------
 
 /**
  * Render a chart node into an HTML element with an ECharts instance.
diff --git a/apps/sim/lib/pptx-renderer/renderer/group-renderer.ts b/apps/sim/lib/pptx-renderer/renderer/group-renderer.ts
index c9352ee7aab..ceae50be271 100644
--- a/apps/sim/lib/pptx-renderer/renderer/group-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/group-renderer.ts
@@ -7,9 +7,7 @@ import type { GroupNodeData } from '../model/nodes/group-node'
 import type { ShapeNodeData } from '../model/nodes/shape-node'
 import type { RenderContext } from './render-context'
 
-// ---------------------------------------------------------------------------
 // Group Rendering
-// ---------------------------------------------------------------------------
 
 /**
  * Render a group node into an absolutely-positioned HTML element.
@@ -171,9 +169,7 @@ export function renderGroup(
   return wrapper
 }
 
-// ---------------------------------------------------------------------------
 // Child Node Parsing
-// ---------------------------------------------------------------------------
 
 import { parseChartNode } from '../model/nodes/chart-node'
 import { parseGroupNode } from '../model/nodes/group-node'
diff --git a/apps/sim/lib/pptx-renderer/renderer/image-renderer.ts b/apps/sim/lib/pptx-renderer/renderer/image-renderer.ts
index 49dbb66f6ac..b77ea8d4aae 100644
--- a/apps/sim/lib/pptx-renderer/renderer/image-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/image-renderer.ts
@@ -26,9 +26,7 @@ function isEmfFormat(path: string): boolean {
   return ext === 'emf'
 }
 
-// ---------------------------------------------------------------------------
 // Image Rendering
-// ---------------------------------------------------------------------------
 
 /**
  * Render a picture node into an absolutely-positioned HTML element.
@@ -373,9 +371,7 @@ function renderUnsupportedPlaceholder(wrapper: HTMLElement, path: string): void
   wrapper.appendChild(placeholder)
 }
 
-// ---------------------------------------------------------------------------
 // EMF Rendering
-// ---------------------------------------------------------------------------
 
 /**
  * Render EMF content by extracting embedded PDF or bitmap data.
@@ -480,9 +476,7 @@ function createFillImage(url: string): HTMLImageElement {
   return img
 }
 
-// ---------------------------------------------------------------------------
 // Duotone Effect
-// ---------------------------------------------------------------------------
 
 import type { SafeXmlNode } from '../parser/xml-parser'
 
@@ -548,9 +542,7 @@ function applyDuotoneFilter(
   }
 }
 
-// ---------------------------------------------------------------------------
 // Luminance Effect
-// ---------------------------------------------------------------------------
 
 /**
  * Apply a luminance (brightness/contrast) effect to an image.
@@ -606,9 +598,7 @@ function applyLumEffect(lum: SafeXmlNode, img: HTMLImageElement): void {
   }
 }
 
-// ---------------------------------------------------------------------------
 // BiLevel Effect
-// ---------------------------------------------------------------------------
 
 /**
  * Apply a bi-level (threshold) effect to an image.
diff --git a/apps/sim/lib/pptx-renderer/renderer/predefined-table-styles.ts b/apps/sim/lib/pptx-renderer/renderer/predefined-table-styles.ts
index d02eeef85eb..818b9088549 100644
--- a/apps/sim/lib/pptx-renderer/renderer/predefined-table-styles.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/predefined-table-styles.ts
@@ -12,9 +12,7 @@
 
 import { parseXml, type SafeXmlNode } from '../parser/xml-parser'
 
-// ---------------------------------------------------------------------------
 // UUID → (styleName, accent) map — 74 entries across 11 style groups
-// ---------------------------------------------------------------------------
 
 const styleIdMap = new Map<string, [string, string]>([
   // Themed-Style-1
@@ -114,9 +112,7 @@ const styleIdMap = new Map<string, [string, string]>([
   ['{46F890A9-2807-4EBB-B81D-B2AA78EC7F39}', ['Dark-Style-2', 'accent5']],
 ])
 
-// ---------------------------------------------------------------------------
 // XML helpers — reduce boilerplate in style generators
-// ---------------------------------------------------------------------------
 
 const NS = 'xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main"'
 
@@ -166,9 +162,7 @@ function stylePart(
   return parts.join('')
 }
 
-// ---------------------------------------------------------------------------
 // Style group XML generators
-// ---------------------------------------------------------------------------
 
 function themedStyle1(accent: string, styleId: string): string {
   const hasAccent = accent !== ''
@@ -740,17 +734,13 @@ function darkStyle2(accent: string, styleId: string): string {
   return wrapTblStyle(styleId, 'Dark-Style-2', parts.join(''))
 }
 
-// ---------------------------------------------------------------------------
 // XML wrapper
-// ---------------------------------------------------------------------------
 
 function wrapTblStyle(styleId: string, styleName: string, innerXml: string): string {
   return `<a:tblStyle ${NS} styleId="${styleId}" styleName="${styleName}">${innerXml}</a:tblStyle>`
 }
 
-// ---------------------------------------------------------------------------
 // Style generator dispatch
-// ---------------------------------------------------------------------------
 
 const styleGenerators: Record<string, (accent: string, styleId: string) => string> = {
   'Themed-Style-1': themedStyle1,
@@ -766,9 +756,7 @@ const styleGenerators: Record<string, (accent: string, styleId: string) => strin
   'Dark-Style-2': darkStyle2,
 }
 
-// ---------------------------------------------------------------------------
 // Module-level cache & public API
-// ---------------------------------------------------------------------------
 
 const cache = new Map<string, SafeXmlNode>()
 
diff --git a/apps/sim/lib/pptx-renderer/renderer/shape-renderer.ts b/apps/sim/lib/pptx-renderer/renderer/shape-renderer.ts
index db73643b419..4219971011f 100644
--- a/apps/sim/lib/pptx-renderer/renderer/shape-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/shape-renderer.ts
@@ -38,9 +38,7 @@ import {
 } from './style-resolver'
 import { renderTextBody } from './text-renderer'
 
-// ---------------------------------------------------------------------------
 // Shape blipFill (image fill) — resolve to blob URL for reuse (e.g. SVG/PNG in process diagrams)
-// ---------------------------------------------------------------------------
 
 /** Resolve shape blipFill to a blob URL so we can render it (e.g. slide 23 process graphic). */
 function resolveShapeBlipUrl(blipFill: SafeXmlNode, ctx: RenderContext): string | null {
@@ -55,9 +53,7 @@ function resolveShapeBlipUrl(blipFill: SafeXmlNode, ctx: RenderContext): string
   return getOrCreateBlobUrl(mediaPath, data, ctx.mediaUrlCache)
 }
 
-// ---------------------------------------------------------------------------
 // Line End Marker (Arrowhead) Helpers
-// ---------------------------------------------------------------------------
 
 let markerIdCounter = 0
 let gradientIdCounter = 0
@@ -278,9 +274,7 @@ function getLineEndsFromLn(ln: SafeXmlNode): { headEnd?: LineEndInfo; tailEnd?:
   return out
 }
 
-// ---------------------------------------------------------------------------
 // Shape Rendering
-// ---------------------------------------------------------------------------
 
 /**
  * Render a shape node into an absolutely-positioned HTML element with SVG geometry.
diff --git a/apps/sim/lib/pptx-renderer/renderer/slide-renderer.ts b/apps/sim/lib/pptx-renderer/renderer/slide-renderer.ts
index 66aa0a3f21b..ba3e021e584 100644
--- a/apps/sim/lib/pptx-renderer/renderer/slide-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/slide-renderer.ts
@@ -20,9 +20,7 @@ import { createRenderContext, type RenderContext } from './render-context'
 import { renderShape } from './shape-renderer'
 import { renderTable } from './table-renderer'
 
-// ---------------------------------------------------------------------------
 // Types
-// ---------------------------------------------------------------------------
 
 export interface SlideRendererOptions {
   /** Called when a single node fails to render. */
@@ -53,9 +51,7 @@ export interface SlideHandle {
   [Symbol.dispose](): void
 }
 
-// ---------------------------------------------------------------------------
 // Node Dispatch
-// ---------------------------------------------------------------------------
 
 /**
  * Dispatch a typed node to its appropriate renderer.
@@ -86,9 +82,7 @@ function renderNode(node: BaseNodeData, ctx: RenderContext): HTMLElement {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Error Placeholder
-// ---------------------------------------------------------------------------
 
 /**
  * Create a visual error placeholder at the node's position.
@@ -116,9 +110,7 @@ function createErrorPlaceholder(node: BaseNodeData): HTMLElement {
   return el
 }
 
-// ---------------------------------------------------------------------------
 // Master/Layout Shape Parsing
-// ---------------------------------------------------------------------------
 
 /**
  * Check whether a shape node is a placeholder (has p:ph in nvPr).
@@ -183,9 +175,7 @@ function parseTemplateShapes(spTree: SafeXmlNode, _slideNodes: BaseNodeData[]):
   return nodes
 }
 
-// ---------------------------------------------------------------------------
 // Main Slide Render Function
-// ---------------------------------------------------------------------------
 
 /**
  * Render a complete slide into an HTML element.
diff --git a/apps/sim/lib/pptx-renderer/renderer/style-resolver.ts b/apps/sim/lib/pptx-renderer/renderer/style-resolver.ts
index a9eb8295655..11e78995b98 100644
--- a/apps/sim/lib/pptx-renderer/renderer/style-resolver.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/style-resolver.ts
@@ -9,9 +9,7 @@ import type { ColorModifier } from '../utils/color'
 import { applyColorModifiers, hslToRgb, presetColorToHex, rgbToHex } from '../utils/color'
 import type { RenderContext } from './render-context'
 
-// ---------------------------------------------------------------------------
 // Color Resolution
-// ---------------------------------------------------------------------------
 
 /**
  * Build a cache key for a color node based on its tag, value, and modifiers.
@@ -205,9 +203,7 @@ function resolveColorWithPlaceholder(
   return resolveColorUncached(colorNode, ctx, placeholderColorNode)
 }
 
-// ---------------------------------------------------------------------------
 // Fill Resolution
-// ---------------------------------------------------------------------------
 
 /**
  * Resolve a fill from shape properties (spPr) into a CSS background value.
@@ -263,9 +259,7 @@ export function resolveFill(spPr: SafeXmlNode, ctx: RenderContext): string {
   return ''
 }
 
-// ---------------------------------------------------------------------------
 // Pattern Fill Resolution
-// ---------------------------------------------------------------------------
 
 /**
  * Resolve `<a:pattFill>` into a CSS background value using repeating gradients.
@@ -500,9 +494,7 @@ function resolveGradient(
   return `linear-gradient(180deg, ${stopsStr})`
 }
 
-// ---------------------------------------------------------------------------
 // Line Style Resolution
-// ---------------------------------------------------------------------------
 
 /**
  * Resolve a line (outline) node into CSS-compatible properties.
@@ -623,9 +615,7 @@ function ooxmlDashToCss(val: string): string {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Gradient Fill Resolution (structured data for SVG use)
-// ---------------------------------------------------------------------------
 
 export interface GradientFillData {
   type: 'linear' | 'radial'
@@ -753,9 +743,7 @@ export function resolveThemeFillReference(
   return { fillCss: resolveColorToCss(fillRef, ctx), gradientFillData: null }
 }
 
-// ---------------------------------------------------------------------------
 // Gradient Stroke Resolution
-// ---------------------------------------------------------------------------
 
 export interface GradientStrokeData {
   stops: Array<{ position: number; color: string }>
diff --git a/apps/sim/lib/pptx-renderer/renderer/table-renderer.ts b/apps/sim/lib/pptx-renderer/renderer/table-renderer.ts
index f457d03d713..de514e85a98 100644
--- a/apps/sim/lib/pptx-renderer/renderer/table-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/table-renderer.ts
@@ -18,9 +18,7 @@ import type { RenderContext } from './render-context'
 import { resolveColor, resolveLineStyle } from './style-resolver'
 import { renderTextBody } from './text-renderer'
 
-// ---------------------------------------------------------------------------
 // Table Style Lookup
-// ---------------------------------------------------------------------------
 
 /**
  * Find a table style node by its ID from presentation.tableStyles.
@@ -387,9 +385,7 @@ function applyTableBackground(table: HTMLElement, tblStyle: SafeXmlNode, ctx: Re
   }
 }
 
-// ---------------------------------------------------------------------------
 // Table Rendering
-// ---------------------------------------------------------------------------
 
 /**
  * Render a table node into an absolutely-positioned HTML element.
@@ -528,9 +524,7 @@ export function renderTable(node: TableNodeData, ctx: RenderContext): HTMLElemen
   return wrapper
 }
 
-// ---------------------------------------------------------------------------
 // Cell Property Application
-// ---------------------------------------------------------------------------
 
 /**
  * Apply table cell properties (tcPr) to a <td> element.
diff --git a/apps/sim/lib/pptx-renderer/renderer/text-renderer.ts b/apps/sim/lib/pptx-renderer/renderer/text-renderer.ts
index 42679dcf9e3..28c73270d11 100644
--- a/apps/sim/lib/pptx-renderer/renderer/text-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/renderer/text-renderer.ts
@@ -12,9 +12,7 @@ import { SafeXmlNode } from '../parser/xml-parser'
 import type { RenderContext } from './render-context'
 import { resolveColor, resolveColorToCss } from './style-resolver'
 
-// ---------------------------------------------------------------------------
 // Style Inheritance Helpers
-// ---------------------------------------------------------------------------
 
 /**
  * Find paragraph properties at a specific indent level from a list style node.
@@ -227,9 +225,7 @@ function mergeParagraphProps(target: MergedParagraphStyle, pPr: SafeXmlNode): vo
   }
 }
 
-// ---------------------------------------------------------------------------
 // Run Style Resolution
-// ---------------------------------------------------------------------------
 
 interface MergedRunStyle {
   fontSize?: number
@@ -420,9 +416,7 @@ function resolveGradientForText(gradFill: SafeXmlNode, ctx: RenderContext): stri
   return `linear-gradient(180deg, ${stopsStr})`
 }
 
-// ---------------------------------------------------------------------------
 // Bullet Generation
-// ---------------------------------------------------------------------------
 
 function generateAutoNumber(type: string, index: number): string {
   const num = index + 1
@@ -466,9 +460,7 @@ function toRoman(num: number): string {
   return result
 }
 
-// ---------------------------------------------------------------------------
 // Main Render Function
-// ---------------------------------------------------------------------------
 
 /**
  * Render a text body into the provided container element.
diff --git a/apps/sim/lib/pptx-renderer/shapes/presets.ts b/apps/sim/lib/pptx-renderer/shapes/presets.ts
index 572b0c4f9e8..00f969a87ce 100644
--- a/apps/sim/lib/pptx-renderer/shapes/presets.ts
+++ b/apps/sim/lib/pptx-renderer/shapes/presets.ts
@@ -146,14 +146,10 @@ function mirrorAbsolutePathVertically(path: string, height: number): string {
   return out.join(' ')
 }
 
-// ---------------------------------------------------------------------------
 // Preset shape registry
-// ---------------------------------------------------------------------------
 
 export const presetShapes: Map<string, PresetShapeGenerator> = new Map()
 
-// ===== Basic Shapes =====
-
 presetShapes.set('rect', (w, h) => `M0,0 L${w},0 L${w},${h} L0,${h} Z`)
 
 presetShapes.set('roundRect', (w, h, adjustments) => {
@@ -451,8 +447,6 @@ presetShapes.set('diagStripe', (w, h, adjustments) => {
   return [`M0,${y2}`, `L${x2},0`, `L${w},0`, `L0,${h}`, 'Z'].join(' ')
 })
 
-// ===== Star Shapes =====
-
 presetShapes.set('star4', (w, h, adjustments) => {
   // OOXML default adj=12500 → innerRatio = 12500/50000 = 0.25
   const a = adj(adjustments, 'adj', 12500) * 2
@@ -597,8 +591,6 @@ presetShapes.set('star32', (w, h, adjustments) => {
   return starShape(w, h, 32, Math.min(Math.max(a, 0), 1))
 })
 
-// ===== Lines & Connectors =====
-
 // OOXML line: diagonal (0,0→w,h) when both extents are non-zero.
 // Keep explicit horizontal/vertical handling for zero-extent cases so 1px SVGs remain visible.
 presetShapes.set('line', (w, h) => {
@@ -713,8 +705,6 @@ presetShapes.set('bentConnector5', (w, h, adjustments) => {
   return `M0,0 L${x1},0 L${x1},${y1} L${x2},${y1} L${x2},${h} L${w},${h}`
 })
 
-// ===== Arrow Shapes =====
-
 presetShapes.set('rightArrow', (w, h, adjustments) => {
   const a1 = adj(adjustments, 'adj1', 50000) // shaft width ratio
   const a2 = adj(adjustments, 'adj2', 50000) // head length ratio
@@ -1262,8 +1252,6 @@ presetShapes.set('stripedRightArrow', (w, h, adjustments) => {
   ].join(' ')
 })
 
-// ===== Bent / Curved / Special Arrows =====
-
 presetShapes.set('bentArrow', (w, h, adjustments) => {
   // OOXML bentArrow: L-shaped arrow with rounded bend, arrowhead pointing right.
   // Uses 4 adjustments per ECMA-376 spec.
@@ -2293,8 +2281,6 @@ presetShapes.set('swooshArrow', (w, h, adjustments) => {
   ].join(' ')
 })
 
-// ===== Flowchart Shapes =====
-
 presetShapes.set('flowChartProcess', (w, h) => `M0,0 L${w},0 L${w},${h} L0,${h} Z`)
 
 presetShapes.set('flowChartDecision', (w, h) => {
@@ -2677,8 +2663,6 @@ presetShapes.set('flowChartMultidocument', (w, h) => {
   ].join(' ')
 })
 
-// ===== Callout Shapes =====
-
 presetShapes.set('wedgeRectCallout', (w, h, adjustments) => {
   // OOXML spec: adaptive callout pointer on the edge closest to the tip
   const hc = w / 2
@@ -2842,8 +2826,6 @@ presetShapes.set('borderCallout1', (w, h, adjustments) => {
   return `M0,0 L${w},0 L${w},${h} L0,${h} Z M${x1},${y1} L${x2},${y2}`
 })
 
-// ===== Block / 3D Shapes =====
-
 presetShapes.set('cube', (w, h, adjustments) => {
   const a = adj(adjustments, 'adj', 25000)
   const depth = Math.min(w, h) * a
@@ -2963,8 +2945,6 @@ presetShapes.set('cloud', (w, h) => {
   return parts.join(' ')
 })
 
-// ===== Frame, Donut, Misc =====
-
 presetShapes.set('frame', (w, h, adjustments) => {
   const a = adj(adjustments, 'adj1', 12500)
   const t = Math.min(w, h) * a
@@ -3109,8 +3089,6 @@ presetShapes.set('blockArc', (w, h, adjustments) => {
   ].join(' ')
 })
 
-// ===== Gear Shapes =====
-
 presetShapes.set('gear6', (w, h, adjustments) => {
   const a1 = adjustments?.get('adj1') ?? 15000
   const a2 = adjustments?.get('adj2') ?? 3526
@@ -3218,8 +3196,6 @@ function gearShape(w: number, h: number, teeth: number, adj1Raw: number, adj2Raw
   return parts.join(' ')
 }
 
-// ===== Misc Shapes =====
-
 presetShapes.set('mathPlus', (w, h, adjustments) => {
   // OOXML: adj1=23520 (max 73490). dx1 = w*73490/200000, dx2 = ss*a/200000
   const ss = Math.min(w, h)
@@ -3916,7 +3892,6 @@ presetShapes.set('rightBrace', (w, h, adjustments) => {
   )
 })
 
-// ===== Action Buttons =====
 // Action buttons are multi-path shapes: background rect + icon with darken fill + icon outline + rect outline.
 // OOXML spec uses ss*3/8 as the icon half-size (dx2), with the icon centred at (hc, vc).
 // Shapes with multiPathPresets entries below get proper 3D treatment. Remaining shapes
@@ -3930,9 +3905,7 @@ presetShapes.set('actionButtonBlank', (w, h) => `M0,0 L${w},0 L${w},${h} L0,${h}
 // Multi-path action button presets are registered after the multiPathPresets Map
 // declaration (see below in the multiPathPresets section).
 
-// ---------------------------------------------------------------------------
 // Action button icon paths (rendered as a second <path> with contrasting fill)
-// ---------------------------------------------------------------------------
 const actionButtonIcons = new Map<string, (w: number, h: number) => string>()
 
 // actionButtonHome icon removed — uses multiPathPresets entry below
@@ -4060,8 +4033,6 @@ export function getActionButtonIconPath(
   return generator?.(w, h)
 }
 
-// ===== Aliases and common alternative names =====
-
 // Some shapes are known by multiple names in different OOXML versions
 // flowChartOfflineStorage: registered as multiPathPreset (see below)
 
@@ -4415,15 +4386,11 @@ presetShapes.set('funnel', (w, h) => {
   return `${body} ${inset}`
 })
 
-// ===== Fallback =====
-
 /**
  * Get the SVG path for a preset shape, falling back to a simple rectangle
  * if the shape type is not implemented.
  */
-// ---------------------------------------------------------------------------
 // Preset shape overlays — additional paths for 3D-like shapes (lighter top face, etc.)
-// ---------------------------------------------------------------------------
 
 interface PresetOverlay {
   /** SVG path d-attribute for the overlay */
@@ -4468,10 +4435,8 @@ export function getPresetOverlays(
   return gen ? gen(w, h, adjustments) : []
 }
 
-// ---------------------------------------------------------------------------
 // Multi-path preset shapes — complex shapes with multiple SVG paths
 // Each path has its own fill modifier and stroke behavior, matching OOXML spec.
-// ---------------------------------------------------------------------------
 
 /** A single sub-path within a multi-path preset shape. */
 export interface PresetSubPath {
@@ -4507,7 +4472,6 @@ type MultiPathPresetGenerator = (
 
 const multiPathPresets: Map<string, MultiPathPresetGenerator> = new Map()
 
-// ===== Action Button multi-path presets (OOXML spec-accurate) =====
 // Common helper: OOXML action button guide values
 function _abGuides(w: number, h: number) {
   const ss = Math.min(w, h)
diff --git a/apps/sim/lib/pptx-renderer/utils/color.ts b/apps/sim/lib/pptx-renderer/utils/color.ts
index cb7be995976..a71a646f3a2 100644
--- a/apps/sim/lib/pptx-renderer/utils/color.ts
+++ b/apps/sim/lib/pptx-renderer/utils/color.ts
@@ -1,16 +1,12 @@
-// ============================================================================
 // OOXML Color Utilities
 // Full color manipulation for PowerPoint XML color processing
-// ============================================================================
 
 export { hexToRgb, hslToRgb, rgbToHex, rgbToHsl, toCssColor } from '@/lib/colors'
 
 import { hexToRgb, hslToRgb, rgbToHex, rgbToHsl } from '@/lib/colors'
 
-// ---------------------------------------------------------------------------
 // sRGB ↔ Linear RGB conversion (IEC 61966-2-1)
 // PowerPoint applies tint/shade in linear (scene-referred) space.
-// ---------------------------------------------------------------------------
 
 function srgbToLinear(c: number): number {
   const s = c / 255
@@ -22,9 +18,7 @@ function linearToSrgb(c: number): number {
   return Math.max(0, Math.min(255, Math.round(s * 255)))
 }
 
-// ---------------------------------------------------------------------------
 // OOXML Color Modifiers
-// ---------------------------------------------------------------------------
 
 /**
  * Apply tint modifier (mix toward white in linear RGB space).
@@ -145,9 +139,7 @@ export function applyAlpha(alpha: number): number {
   return Math.max(0, Math.min(1, alpha / 100000))
 }
 
-// ---------------------------------------------------------------------------
 // Composite Modifier Application
-// ---------------------------------------------------------------------------
 
 export interface ColorModifier {
   name: string
@@ -217,9 +209,7 @@ export function applyColorModifiers(
   return { color, alpha }
 }
 
-// ---------------------------------------------------------------------------
 // OOXML Preset Color Table
-// ---------------------------------------------------------------------------
 
 const PRESET_COLORS: Record<string, string> = {
   // Basic colors
diff --git a/apps/sim/lib/pptx-renderer/utils/pdf-renderer.ts b/apps/sim/lib/pptx-renderer/utils/pdf-renderer.ts
index 7c3fee93463..c51bfcaeab7 100644
--- a/apps/sim/lib/pptx-renderer/utils/pdf-renderer.ts
+++ b/apps/sim/lib/pptx-renderer/utils/pdf-renderer.ts
@@ -15,9 +15,7 @@
  * fallback, no global state pollution.
  */
 
-// ---------------------------------------------------------------------------
 // Resolved pdfjs URL — computed once from main thread's module resolution
-// ---------------------------------------------------------------------------
 
 let _pdfjsUrl: string | null = null
 
@@ -32,9 +30,7 @@ function getPdfjsUrl(): string | null {
   return _pdfjsUrl || null
 }
 
-// ---------------------------------------------------------------------------
 // Worker-based renderer (fully isolated from main thread pdfjs)
-// ---------------------------------------------------------------------------
 
 /**
  * Inline source for the PDF render worker.
@@ -163,9 +159,7 @@ function renderInWorker(
   })
 }
 
-// ---------------------------------------------------------------------------
 // Public API
-// ---------------------------------------------------------------------------
 
 /**
  * Render page 1 of a PDF to a blob URL image.
diff --git a/apps/sim/lib/secrets/application/use-cases.test.ts b/apps/sim/lib/secrets/application/use-cases.test.ts
index 1bb47279bd4..dd2abd92a3f 100644
--- a/apps/sim/lib/secrets/application/use-cases.test.ts
+++ b/apps/sim/lib/secrets/application/use-cases.test.ts
@@ -82,7 +82,7 @@ describe('secret application use cases', () => {
     mocks.workspaceAccess.mockResolvedValue({ hasAccess: true, canWrite: true, canAdmin: false })
     mocks.keyAccess.mockResolvedValue({ knownKeys: new Set(), adminKeys: new Set() })
     mocks.setWorkspace.mockResolvedValue({ created: true })
-    mocks.listCredentials.mockResolvedValue([secret])
+    mocks.listCredentials.mockResolvedValue({ data: [secret], nextCursorKeys: null })
   })
 
   it('rejects workspace keys before resolving or reading secret state', async () => {
diff --git a/apps/sim/lib/secrets/application/use-cases.ts b/apps/sim/lib/secrets/application/use-cases.ts
index abd1b5c27ce..2fa1f1a5a07 100644
--- a/apps/sim/lib/secrets/application/use-cases.ts
+++ b/apps/sim/lib/secrets/application/use-cases.ts
@@ -1,6 +1,6 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
 import type { Principal } from '@sim/auth/principal'
-import type { ListSortOrder } from '@/lib/api/list-query'
+import type { CursorKey, ListSortOrder } from '@/lib/api/list-query'
 import { defineAuthorizedWorkspaceUseCase } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { getWorkspaceEnvKeyAdminAccess } from '@/lib/credentials/environment'
@@ -46,6 +46,18 @@ function credentialTypes(scope?: SecretScope) {
   return ['env_workspace', 'env_personal'] as const
 }
 
+/**
+ * Reads secret metadata for the caller.
+ *
+ * `ownedEnvSecretsOnly` is what keeps another user's personal secret out of the
+ * result. It used to be a JS filter applied after the query; it lives in SQL now
+ * because trimming rows after the page is cut would hand the caller fewer than
+ * `limit` rows while `nextCursor` still promised more.
+ *
+ * The secret's public `name` is stored as the credential `displayName`, so the
+ * caller-facing `name` sort aliases to that column here. The alias must not
+ * escape into the cursor's sort stamp — see {@link listSecretsUseCase}.
+ */
 async function listSecretMetadata(params: {
   workspaceId: string
   userId: string
@@ -53,9 +65,11 @@ async function listSecretMetadata(params: {
   search?: string
   sortBy: SecretSortBy
   sortOrder: ListSortOrder
-}): Promise<VisibleWorkspaceCredential[]> {
+  limit?: number
+  cursorKeys?: CursorKey[]
+}): Promise<{ data: VisibleWorkspaceCredential[]; nextCursorKeys: CursorKey[] | null }> {
   const workspaceAccess = await checkWorkspaceAccess(params.workspaceId, params.userId)
-  const rows = await listVisibleWorkspaceCredentials({
+  return listVisibleWorkspaceCredentials({
     workspaceId: params.workspaceId,
     userId: params.userId,
     workspaceAccess,
@@ -63,8 +77,10 @@ async function listSecretMetadata(params: {
     search: params.search,
     sortBy: params.sortBy === 'name' ? 'displayName' : params.sortBy,
     sortOrder: params.sortOrder,
+    limit: params.limit,
+    cursorKeys: params.cursorKeys,
+    ownedEnvSecretsOnly: true,
   })
-  return rows.filter((row) => row.type === 'env_workspace' || row.envOwnerUserId === params.userId)
 }
 
 async function requireWorkspaceSecretMutationAccess(params: {
@@ -101,13 +117,13 @@ async function getSecretMetadata(params: {
   scope: SecretScope
   name: string
 }): Promise<VisibleWorkspaceCredential> {
-  const rows = await listSecretMetadata({
+  const { data } = await listSecretMetadata({
     ...params,
     search: params.name,
     sortBy: 'name',
     sortOrder: 'asc',
   })
-  const row = rows.find(
+  const row = data.find(
     (candidate) =>
       candidate.envKey === params.name &&
       (params.scope === 'workspace'
@@ -126,8 +142,19 @@ export interface ListSecretsInput {
   search?: string
   sortBy: SecretSortBy
   sortOrder: ListSortOrder
+  limit: number
+  cursorKeys?: CursorKey[]
 }
 
+/**
+ * Lists secret metadata as one keyset page.
+ *
+ * `sortBy`/`sortOrder` are echoed back in the caller's own vocabulary — `name`,
+ * not the `displayName` column it aliases to — because the presenter stamps the
+ * cursor with them and the route re-checks that stamp on replay. Stamping the
+ * aliased column name would make every cursor minted under `name` fail to
+ * validate on the next request.
+ */
 export const listSecretsUseCase = defineAuthorizedWorkspaceUseCase({
   operation: secretOperations.list,
   resolveContext: ({ input }: { input: ListSecretsInput }) =>
@@ -135,12 +162,18 @@ export const listSecretsUseCase = defineAuthorizedWorkspaceUseCase({
   authorizationOptions,
   async execute({ principal, input, context }) {
     const userId = principalUserId(principal)
-    const secrets = await listSecretMetadata({
+    const page = await listSecretMetadata({
       ...input,
       workspaceId: context.workspaceId,
       userId,
     })
-    return { secrets, userId }
+    return {
+      secrets: page.data,
+      nextCursorKeys: page.nextCursorKeys,
+      userId,
+      sortBy: input.sortBy,
+      sortOrder: input.sortOrder,
+    }
   },
 })
 
diff --git a/apps/sim/lib/skills/application/operations.test.ts b/apps/sim/lib/skills/application/operations.test.ts
new file mode 100644
index 00000000000..7c03a3c3ed8
--- /dev/null
+++ b/apps/sim/lib/skills/application/operations.test.ts
@@ -0,0 +1,60 @@
+/**
+ * @vitest-environment node
+ */
+import { requirePrincipalSubjectUserId } from '@sim/auth/principal'
+import { describe, expect, it } from 'vitest'
+import { skillOperations } from '@/lib/skills/application/operations'
+
+/**
+ * Pins the workspace-API-key split on skills.
+ *
+ * A workspace key can create a skill it can then never update or delete, which
+ * no sibling resource does, so the asymmetry reads like an oversight. It is not:
+ * a skill write is authorized by the per-skill editor row belonging to the
+ * acting user, not by workspace role, and a workspace key has no user to check.
+ * These tests exist so the next reader finds the reason instead of "fixing" it.
+ */
+describe('skill operation registry', () => {
+  it('gates creation on workspace role, which a workspace key can express', () => {
+    expect(skillOperations.create).toMatchObject({
+      minimumRole: 'write',
+      workspaceApiKey: 'allow',
+    })
+  })
+
+  it('gates every edit path on a human subject rather than workspace role', () => {
+    for (const operation of [
+      skillOperations.update,
+      skillOperations.upsert,
+      skillOperations.delete,
+    ]) {
+      expect(operation).toMatchObject({
+        /** `read`, not `write` — the editor row is the authority, not the role. */
+        minimumRole: 'read',
+        workspaceApiKey: 'deny',
+        principalKinds: ['session', 'personal_api_key', 'delegated'],
+      })
+    }
+  })
+
+  /**
+   * Proves the deny is load-bearing rather than conservative: every edit use
+   * case resolves the acting subject before writing, and a workspace key cannot
+   * produce one. Allowing the key would replace a `403` with an unclassified
+   * throw, which the v2 surface renders as a caller-reachable `500`.
+   */
+  it('cannot resolve an acting subject for a workspace key', () => {
+    expect(() =>
+      requirePrincipalSubjectUserId({
+        kind: 'workspace_api_key',
+        workspaceId: 'workspace-1',
+        keyId: 'workspace-key-1',
+      })
+    ).toThrow(/does not represent a human subject/)
+  })
+
+  it('uses unique stable operation IDs', () => {
+    const ids = Object.values(skillOperations).map((operation) => operation.id)
+    expect(new Set(ids).size).toBe(ids.length)
+  })
+})
diff --git a/apps/sim/lib/skills/application/operations.ts b/apps/sim/lib/skills/application/operations.ts
index 79c652eb395..5540ce2f2e8 100644
--- a/apps/sim/lib/skills/application/operations.ts
+++ b/apps/sim/lib/skills/application/operations.ts
@@ -9,6 +9,22 @@ const HUMAN_PRINCIPAL_POLICY = {
   delegatedServices: ['copilot'],
 } as const
 
+/**
+ * Skill operations split on workspace API keys, and the split is structural
+ * rather than an oversight.
+ *
+ * `create` is gated on workspace `write`, which a workspace key can express, so
+ * it allows one. `update`, `upsert`, and `delete` are not gated on workspace
+ * role at all — their floor is `read` because the real authority is the
+ * per-skill editor row that `resolveEditableSkill` checks against the acting
+ * user. A workspace key has no user subject to check, so those operations deny
+ * it: `requirePrincipalSubjectUserId` would otherwise throw an unclassified
+ * error and surface as a caller-reachable `500` instead of a `403`.
+ *
+ * Widening them therefore is not a policy flip — it needs an authorization model
+ * for a keyless principal against per-skill editors, which does not exist.
+ * Pinned in `operations.test.ts`.
+ */
 export const skillOperations = {
   list: defineWorkspaceOperation({
     id: 'skills.list',
diff --git a/apps/sim/lib/skills/application/use-cases.ts b/apps/sim/lib/skills/application/use-cases.ts
index 258280e26b8..8f54b55dd69 100644
--- a/apps/sim/lib/skills/application/use-cases.ts
+++ b/apps/sim/lib/skills/application/use-cases.ts
@@ -19,7 +19,7 @@ import {
 import { loadActiveWorkspaceContext } from '@/lib/uploads/contexts/workspace'
 import {
   getSkillById,
-  listSkills,
+  listSkillSummariesPage,
   listSkillsForUser,
   type SkillSortBy,
 } from '@/lib/workflows/skills/operations'
@@ -58,20 +58,42 @@ export interface ListSkillsInput {
   search?: string
   sortBy: SkillSortBy
   sortOrder: ListSortOrder
+  limit: number
+  /** Position in the merged built-in + workspace list, read from the cursor. */
+  offset: number
+  /**
+   * The query state that position is valid within, echoed back so the presenter
+   * can stamp the next cursor with it.
+   */
+  cursorScope: string
 }
 
+/**
+ * The public skill list. Returns one page plus the window it was taken from,
+ * because the surface presenter sees only this result and needs both to mint
+ * the next cursor.
+ */
 export const listSkillsUseCase = defineAuthorizedWorkspaceUseCase({
   operation: skillOperations.list,
   resolveContext: ({ input }: { input: ListSkillsInput }) =>
     resolveWorkspaceContext(input.workspaceId),
   authorizationOptions,
   async execute({ input, context }) {
-    const skills = await listSkills({
+    const page = await listSkillSummariesPage({
       workspaceId: context.workspaceId,
       search: input.search,
-      sort: { sortBy: input.sortBy, sortOrder: input.sortOrder },
+      sortBy: input.sortBy,
+      sortOrder: input.sortOrder,
+      limit: input.limit,
+      offset: input.offset,
     })
-    return { skills }
+    return {
+      skills: page.skills,
+      hasMore: page.hasMore,
+      offset: page.offset,
+      limit: page.limit,
+      cursorScope: input.cursorScope,
+    }
   },
 })
 
diff --git a/apps/sim/lib/skills/orchestration/skill-lifecycle.ts b/apps/sim/lib/skills/orchestration/skill-lifecycle.ts
index b7930b1a6fa..07203c9ddf4 100644
--- a/apps/sim/lib/skills/orchestration/skill-lifecycle.ts
+++ b/apps/sim/lib/skills/orchestration/skill-lifecycle.ts
@@ -7,6 +7,7 @@ import {
   skillDescriptionSchema,
   skillNameSchema,
 } from '@/lib/api/contracts/skills'
+import { ForbiddenOperationError } from '@/lib/core/application'
 import { OrchestrationError, type OrchestrationErrorCode } from '@/lib/core/orchestration/types'
 import { getSkillActorContext } from '@/lib/skills/access'
 import { getBuiltinSkillByName, isBuiltinSkillId } from '@/lib/workflows/skills/builtin-skills'
@@ -144,7 +145,15 @@ function classifyUpsertError(error: unknown): SkillFailure {
   return { error: 'Failed to save skill', errorCode: 'internal' }
 }
 
+/**
+ * Editor access is the one skill refusal a workspace role cannot express, so it
+ * is also the one that needs naming on the wire: a caller holding workspace
+ * write sees the same `403` it would get for a role that is too low.
+ */
 function throwSkillFailure(result: SkillFailure): never {
+  if (result.errorCode === 'forbidden') {
+    throw new ForbiddenOperationError('SKILL_EDITOR_ACCESS_REQUIRED', result.error)
+  }
   throw new OrchestrationError(result.errorCode, result.error)
 }
 
diff --git a/apps/sim/lib/table/__tests__/find-row-matches.test.ts b/apps/sim/lib/table/__tests__/find-row-matches.test.ts
index 5ff29ce21fd..2d91742e2d7 100644
--- a/apps/sim/lib/table/__tests__/find-row-matches.test.ts
+++ b/apps/sim/lib/table/__tests__/find-row-matches.test.ts
@@ -18,6 +18,9 @@ vi.mock('@/lib/table/sql', () => ({
 }))
 
 vi.mock('@/lib/table/trigger', () => ({ fireTableTrigger: vi.fn() }))
+vi.mock('@/lib/table/workflow-group-deps', () => ({
+  stripGroupDeps: vi.fn(),
+}))
 vi.mock('@/lib/table/workflow-columns', () => ({
   assertValidSchema: vi.fn(),
   scheduleRunsForRows: vi.fn(),
diff --git a/apps/sim/lib/table/__tests__/service-filter-threading.test.ts b/apps/sim/lib/table/__tests__/service-filter-threading.test.ts
index f49fb3763e1..17cee4f63a1 100644
--- a/apps/sim/lib/table/__tests__/service-filter-threading.test.ts
+++ b/apps/sim/lib/table/__tests__/service-filter-threading.test.ts
@@ -26,6 +26,9 @@ vi.mock('@/lib/table/trigger', () => ({
   fireTableTrigger: vi.fn(),
 }))
 
+vi.mock('@/lib/table/workflow-group-deps', () => ({
+  stripGroupDeps: vi.fn(),
+}))
 vi.mock('@/lib/table/workflow-columns', () => ({
   assertValidSchema: vi.fn(),
   scheduleRunsForRows: vi.fn(),
diff --git a/apps/sim/lib/table/columns/service.ts b/apps/sim/lib/table/columns/service.ts
index f7cc0b6803d..b0a67b8284d 100644
--- a/apps/sim/lib/table/columns/service.ts
+++ b/apps/sim/lib/table/columns/service.ts
@@ -57,7 +57,8 @@ import type {
   UpdateColumnTypeData,
 } from '@/lib/table/types'
 import { validateColumnDefinition } from '@/lib/table/validation'
-import { assertValidSchema, stripGroupDeps } from '@/lib/table/workflow-columns'
+import { assertValidSchema } from '@/lib/table/workflow-columns'
+import { stripGroupDeps } from '@/lib/table/workflow-group-deps'
 
 const logger = createLogger('TableColumnService')
 const COLUMN_RETYPE_SCAN_MAX_BYTES = 32 * 1024 * 1024
diff --git a/apps/sim/lib/table/import-runner.test.ts b/apps/sim/lib/table/import-runner.test.ts
index 168bfba8d82..fb5b2794df5 100644
--- a/apps/sim/lib/table/import-runner.test.ts
+++ b/apps/sim/lib/table/import-runner.test.ts
@@ -55,7 +55,7 @@ vi.mock('@/lib/uploads/core/storage-service', () => ({
   downloadFileStream: mockDownloadFileStream,
   headObject: mockHeadObject,
 }))
-vi.mock('@/app/api/table/utils', () => ({
+vi.mock('@/lib/table/wire', () => ({
   normalizeColumn: (col: unknown) => col,
 }))
 
diff --git a/apps/sim/lib/table/import-runner.ts b/apps/sim/lib/table/import-runner.ts
index 9afb692daf3..2ddf3ffe220 100644
--- a/apps/sim/lib/table/import-runner.ts
+++ b/apps/sim/lib/table/import-runner.ts
@@ -38,8 +38,8 @@ import { assertRowDelete, assertRowInsert, assertSchemaMutable } from '@/lib/tab
 import type { DbTransaction } from '@/lib/table/planner'
 import { nextImportStartOrderKey, nextImportStartPosition } from '@/lib/table/rows/ordering'
 import { getTableById } from '@/lib/table/service'
+import { normalizeColumn } from '@/lib/table/wire'
 import { deleteFile, downloadFileStream, headObject } from '@/lib/uploads/core/storage-service'
-import { normalizeColumn } from '@/app/api/table/utils'
 
 const logger = createLogger('TableImportRunner')
 
diff --git a/apps/sim/lib/table/jobs/service.ts b/apps/sim/lib/table/jobs/service.ts
index 3dbc48eadcd..24f1ec5cf39 100644
--- a/apps/sim/lib/table/jobs/service.ts
+++ b/apps/sim/lib/table/jobs/service.ts
@@ -15,7 +15,7 @@ import { db } from '@sim/db'
 import { tableJobs, userTableDefinitions, userTableRows } from '@sim/db/schema'
 import { and, asc, desc, eq, gt, inArray, ne, or, sql } from 'drizzle-orm'
 import type { DbOrTx } from '@/lib/db/types'
-import { pendingDeleteMask } from '@/lib/table/rows/service'
+import { pendingDeleteMask } from '@/lib/table/rows/pending-delete-mask'
 import type {
   RowData,
   TableDefinition,
diff --git a/apps/sim/lib/table/rows/pending-delete-mask.ts b/apps/sim/lib/table/rows/pending-delete-mask.ts
new file mode 100644
index 00000000000..5036657e307
--- /dev/null
+++ b/apps/sim/lib/table/rows/pending-delete-mask.ts
@@ -0,0 +1,63 @@
+import { db } from '@sim/db'
+import { tableJobs, userTableRows } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { toError } from '@sim/utils/errors'
+import { and, eq, lte, notInArray, type SQL, sql } from 'drizzle-orm'
+import { USER_TABLE_ROWS_SQL_NAME } from '@/lib/table/constants'
+import { buildFilterClause } from '@/lib/table/sql'
+import type { TableDefinition, TableDeleteJobPayload } from '@/lib/table/types'
+
+const logger = createLogger('TablePendingDeleteMask')
+
+/**
+ * Visibility mask for a running delete job: returns a clause keeping only rows the job will NOT
+ * delete, or `undefined` when no delete job is running. The job's persisted scope
+ * ({@link TableDeleteJobPayload}) defines the doomed set — `matches(filter) AND created_at <=
+ * cutoff AND id NOT IN excludeRowIds` — exactly what the worker's `selectRowIdPage` selects, so
+ * mid-job reads (refresh, other clients, exports) are consistent with the eventual result. The
+ * mask lifts automatically when the job leaves `running` (done, failed, or canceled).
+ *
+ * `(doomed) IS NOT TRUE` rather than `NOT (doomed)`: JSONB predicates evaluate to NULL on missing
+ * cells, and those rows are NOT selected for deletion (NULL ≠ TRUE) — they must stay visible.
+ */
+export async function pendingDeleteMask(table: TableDefinition): Promise<SQL | undefined> {
+  const [job] = await db
+    .select({ payload: tableJobs.payload })
+    .from(tableJobs)
+    .where(
+      and(
+        eq(tableJobs.tableId, table.id),
+        eq(tableJobs.status, 'running'),
+        eq(tableJobs.type, 'delete')
+      )
+    )
+    .limit(1)
+  if (!job?.payload) return undefined
+  const scope = job.payload as TableDeleteJobPayload
+
+  // A bounded delete (explicit limit) deletes only the first `maxRows` matches, so the filter-based
+  // mask — which hides every match — would over-hide the rows beyond the cap this job never touches.
+  // Leave those reads unmasked; the bounded delete is eventually consistent like a bounded update.
+  if (scope.maxRows !== undefined) return undefined
+
+  const doomedParts: SQL[] = []
+  if (scope.filter && Object.keys(scope.filter).length > 0) {
+    try {
+      const clause = buildFilterClause(scope.filter, USER_TABLE_ROWS_SQL_NAME, table.schema.columns)
+      if (clause) doomedParts.push(clause)
+    } catch (error) {
+      // Schema drifted mid-job (column renamed/deleted). Showing doomed rows briefly beats
+      // failing every read; the worker resolves the same way on its next page.
+      logger.warn(`Skipping delete-job mask for table ${table.id}: stale filter`, {
+        error: toError(error).message,
+      })
+      return undefined
+    }
+  }
+  if (scope.cutoff) doomedParts.push(lte(userTableRows.createdAt, new Date(scope.cutoff)))
+  if (scope.excludeRowIds && scope.excludeRowIds.length > 0) {
+    doomedParts.push(notInArray(userTableRows.id, scope.excludeRowIds))
+  }
+  if (doomedParts.length === 0) return undefined
+  return sql`(${and(...doomedParts)}) IS NOT TRUE`
+}
diff --git a/apps/sim/lib/table/rows/service.ts b/apps/sim/lib/table/rows/service.ts
index 7a65cfd10b3..ab9fbf6ea68 100644
--- a/apps/sim/lib/table/rows/service.ts
+++ b/apps/sim/lib/table/rows/service.ts
@@ -11,11 +11,10 @@
  */
 
 import { db } from '@sim/db'
-import { tableJobs, userTableRows } from '@sim/db/schema'
+import { userTableRows } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
-import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
-import { and, asc, count, eq, inArray, lte, notInArray, type SQL, sql } from 'drizzle-orm'
+import { and, asc, count, eq, inArray, type SQL, sql } from 'drizzle-orm'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import {
   assertRowCapacity,
@@ -61,6 +60,7 @@ import {
   selectRowDataPage,
   selectRowIdPage,
 } from '@/lib/table/rows/ordering'
+import { pendingDeleteMask } from '@/lib/table/rows/pending-delete-mask'
 import { mutateTableRowsWithSecretProvenance } from '@/lib/table/rows/secret-provenance'
 import {
   buildFilterClause,
@@ -91,7 +91,6 @@ import type {
   RowExecutions,
   Sort,
   TableDefinition,
-  TableDeleteJobPayload,
   TableRow,
   TableRowsCursor,
   UpdateRowData,
@@ -1056,58 +1055,6 @@ export async function findRowMatches(
  * @param requestId - Request ID for logging
  * @returns Query result with rows and pagination info
  */
-/**
- * Visibility mask for a running delete job: returns a clause keeping only rows the job will NOT
- * delete, or `undefined` when no delete job is running. The job's persisted scope
- * ({@link TableDeleteJobPayload}) defines the doomed set — `matches(filter) AND created_at <=
- * cutoff AND id NOT IN excludeRowIds` — exactly what the worker's `selectRowIdPage` selects, so
- * mid-job reads (refresh, other clients, exports) are consistent with the eventual result. The
- * mask lifts automatically when the job leaves `running` (done, failed, or canceled).
- *
- * `(doomed) IS NOT TRUE` rather than `NOT (doomed)`: JSONB predicates evaluate to NULL on missing
- * cells, and those rows are NOT selected for deletion (NULL ≠ TRUE) — they must stay visible.
- */
-export async function pendingDeleteMask(table: TableDefinition): Promise<SQL | undefined> {
-  const [job] = await db
-    .select({ payload: tableJobs.payload })
-    .from(tableJobs)
-    .where(
-      and(
-        eq(tableJobs.tableId, table.id),
-        eq(tableJobs.status, 'running'),
-        eq(tableJobs.type, 'delete')
-      )
-    )
-    .limit(1)
-  if (!job?.payload) return undefined
-  const scope = job.payload as TableDeleteJobPayload
-
-  // A bounded delete (explicit limit) deletes only the first `maxRows` matches, so the filter-based
-  // mask — which hides every match — would over-hide the rows beyond the cap this job never touches.
-  // Leave those reads unmasked; the bounded delete is eventually consistent like a bounded update.
-  if (scope.maxRows !== undefined) return undefined
-
-  const doomedParts: SQL[] = []
-  if (scope.filter && Object.keys(scope.filter).length > 0) {
-    try {
-      const clause = buildFilterClause(scope.filter, USER_TABLE_ROWS_SQL_NAME, table.schema.columns)
-      if (clause) doomedParts.push(clause)
-    } catch (error) {
-      // Schema drifted mid-job (column renamed/deleted). Showing doomed rows briefly beats
-      // failing every read; the worker resolves the same way on its next page.
-      logger.warn(`Skipping delete-job mask for table ${table.id}: stale filter`, {
-        error: toError(error).message,
-      })
-      return undefined
-    }
-  }
-  if (scope.cutoff) doomedParts.push(lte(userTableRows.createdAt, new Date(scope.cutoff)))
-  if (scope.excludeRowIds && scope.excludeRowIds.length > 0) {
-    doomedParts.push(notInArray(userTableRows.id, scope.excludeRowIds))
-  }
-  if (doomedParts.length === 0) return undefined
-  return sql`(${and(...doomedParts)}) IS NOT TRUE`
-}
 
 /**
  * `COUNT(*)` for a filtered view, kept inside the tenant's rows: measured
diff --git a/apps/sim/lib/table/service.ts b/apps/sim/lib/table/service.ts
index 7cb7e35c760..7da186caa17 100644
--- a/apps/sim/lib/table/service.ts
+++ b/apps/sim/lib/table/service.ts
@@ -55,7 +55,7 @@ import {
   UNLOCKED_TABLE_LOCKS,
 } from '@/lib/table/types'
 import { validateTableName, validateTableSchema } from '@/lib/table/validation'
-import { stripGroupDeps } from '@/lib/table/workflow-columns'
+import { stripGroupDeps } from '@/lib/table/workflow-group-deps'
 
 const logger = createLogger('TableService')
 
diff --git a/apps/sim/lib/table/views/service.test.ts b/apps/sim/lib/table/views/service.test.ts
index 29e88f403bd..f33affcef5d 100644
--- a/apps/sim/lib/table/views/service.test.ts
+++ b/apps/sim/lib/table/views/service.test.ts
@@ -100,6 +100,24 @@ describe('normalizeStoredViewConfig', () => {
     const out = normalizeStoredViewConfig({ filter: { $bogus: [{ nested: true }] } })
     expect(out.filter).toBeNull()
   })
+
+  /**
+   * `config` is a schemaless JSONB blob and the config schemas are `.strict()`,
+   * so anything the stored row carries beyond the declared shape would fail the
+   * response parse and turn a legacy row into a 500. The read projects onto the
+   * canonical keys instead.
+   */
+  it('drops a stored key the current config shape does not declare', () => {
+    const out = normalizeStoredViewConfig({ columnOrder: ['col_a'], groupBy: 'col_a' })
+    expect(out).toEqual({ columnOrder: ['col_a'] })
+  })
+
+  it('drops a stored per-sort option the sort spec does not declare', () => {
+    const out = normalizeStoredViewConfig({
+      sort: [{ field: 'col_a', direction: 'asc', nulls: 'last' }],
+    })
+    expect(out.sort).toEqual([{ field: 'col_a', direction: 'asc' }])
+  })
 })
 
 describe('table-view mutations signal collaborators', () => {
diff --git a/apps/sim/lib/table/views/service.ts b/apps/sim/lib/table/views/service.ts
index de0c8c24118..6f0a6c9b690 100644
--- a/apps/sim/lib/table/views/service.ts
+++ b/apps/sim/lib/table/views/service.ts
@@ -100,8 +100,37 @@ function predicateFieldsAreValid(node: PredicateNode): boolean {
   return NAME_PATTERN.test((node as Predicate).field)
 }
 
+/**
+ * The keys a stored config is allowed to contribute to a read.
+ *
+ * `table_views.config` is a schemaless JSONB blob, so a row written before a
+ * key was retired — or by any writer that bypassed the contract — can carry
+ * members the current shape does not declare. Spreading the blob wholesale
+ * published them, and now that the config schemas are `.strict()` it would fail
+ * the response parse and turn a legacy row into a 500. Projecting onto this
+ * list makes the read canonical by construction.
+ */
+const STORED_VIEW_CONFIG_KEYS = [
+  'columnWidths',
+  'columnOrder',
+  'pinnedColumns',
+  'hiddenColumns',
+  'filter',
+  'sort',
+] as const satisfies readonly (keyof TableViewConfig)[]
+
 export function normalizeStoredViewConfig(raw: Record<string, unknown>): TableViewConfig {
-  const config = { ...raw } as TableViewConfig
+  const picked: Record<string, unknown> = {}
+  for (const key of STORED_VIEW_CONFIG_KEYS) {
+    /**
+     * `!= null`, not `!== undefined`: `table_views.config` is schemaless JSONB,
+     * so a legacy row storing `{"columnOrder": null}` would otherwise survive
+     * the pick and fail the declared response schema — turning a read into a
+     * 500. An absent key and an explicitly null one mean the same thing here.
+     */
+    if (raw[key] != null) picked[key] = raw[key]
+  }
+  const config = picked as TableViewConfig
   const filter = raw.filter as Record<string, unknown> | null | undefined
   if (filter && !('all' in filter) && !('any' in filter)) {
     try {
@@ -117,6 +146,9 @@ export function normalizeStoredViewConfig(raw: Record<string, unknown>): TableVi
   const sort = raw.sort as Record<string, 'asc' | 'desc'> | unknown[] | null | undefined
   if (sort && !Array.isArray(sort)) {
     config.sort = Object.entries(sort).map(([field, direction]) => ({ field, direction }))
+  } else if (Array.isArray(config.sort)) {
+    /** Same reason as the key projection: a stored entry may carry more than the spec declares. */
+    config.sort = config.sort.map(({ field, direction }) => ({ field, direction }))
   }
   return config
 }
diff --git a/apps/sim/lib/table/wire.ts b/apps/sim/lib/table/wire.ts
new file mode 100644
index 00000000000..514389596a2
--- /dev/null
+++ b/apps/sim/lib/table/wire.ts
@@ -0,0 +1,69 @@
+import { typeMetadataOf } from '@/lib/table/column-types'
+import type { ColumnDefinition, TableDefinition } from '@/lib/table/types'
+
+/**
+ * Projects a stored column onto its wire form: optional flags defaulted and
+ * type-specific metadata forwarded generically.
+ *
+ * Deliberately not re-exported from the `@/lib/table` barrel — routes that mock
+ * the barrel wholesale would otherwise lose this projection and silently emit
+ * unnormalized columns.
+ */
+export function normalizeColumn(
+  col: ColumnDefinition
+): ColumnDefinition & { required: boolean; unique: boolean } {
+  return {
+    // Preserve the stable column id — it's the row-data storage key, so dropping
+    // it makes clients fall back to `name` and miss id-keyed cell values.
+    ...(col.id ? { id: col.id } : {}),
+    name: col.name,
+    type: col.type,
+    required: col.required ?? false,
+    unique: col.unique ?? false,
+    ...(col.workflowGroupId ? { workflowGroupId: col.workflowGroupId } : {}),
+    // Type-specific metadata is forwarded generically: naming keys here meant a
+    // new type's metadata was stored server-side but silently never returned.
+    ...typeMetadataOf(col),
+  }
+}
+
+/** Serializes a stored timestamp to the ISO string a table wire shape carries. */
+export function toWireTimestamp(value: Date | string): string {
+  return value instanceof Date ? value.toISOString() : String(value)
+}
+
+/**
+ * Projects a stored table definition onto the exact shape
+ * `GET /api/table` returns and `useTablesList` caches.
+ *
+ * The single source of truth for that shape: the route and the tables page
+ * prefetch both call it, so a server-hydrated cache entry is indistinguishable
+ * from one a client fetch produced. Timestamps become ISO strings (the client
+ * never sees `Date` — the list contract's response schema is a passthrough
+ * `z.custom`, so it neither coerces nor strips), columns are normalized, job
+ * fields are defaulted, and `metadata` is withheld as server-only.
+ */
+export function toTableListItem(table: TableDefinition): TableDefinition {
+  return {
+    id: table.id,
+    name: table.name,
+    description: table.description,
+    schema: {
+      columns: table.schema.columns.map(normalizeColumn),
+    },
+    rowCount: table.rowCount,
+    maxRows: table.maxRows,
+    locks: table.locks,
+    workspaceId: table.workspaceId,
+    folderId: table.folderId ?? null,
+    createdBy: table.createdBy,
+    createdAt: toWireTimestamp(table.createdAt),
+    updatedAt: toWireTimestamp(table.updatedAt),
+    archivedAt: table.archivedAt ? toWireTimestamp(table.archivedAt) : null,
+    jobStatus: table.jobStatus ?? null,
+    jobId: table.jobId ?? null,
+    jobType: table.jobType ?? null,
+    jobError: table.jobError ?? null,
+    jobRowsProcessed: table.jobRowsProcessed ?? 0,
+  }
+}
diff --git a/apps/sim/lib/table/workflow-columns.ts b/apps/sim/lib/table/workflow-columns.ts
index ecfceb9be0e..34211a12266 100644
--- a/apps/sim/lib/table/workflow-columns.ts
+++ b/apps/sim/lib/table/workflow-columns.ts
@@ -1072,34 +1072,6 @@ export async function runWorkflowColumn(opts: {
   return { dispatchId, shouldSignalRowsChanged: true }
 }
 
-// ───────────────────────────── Validation ─────────────────────────────
-
-/**
-/**
- * Removes the given column names from a group's `dependencies.columns` and from
- * its `inputMappings` (any mapping whose source `columnName` was removed). When
- * either list ends up empty, drops the field entirely so schema validation
- * doesn't see an empty object. Returns the same group reference when nothing
- * changed.
- */
-export function stripGroupDeps(group: WorkflowGroup, removed: ReadonlySet<string>): WorkflowGroup {
-  const cols = group.dependencies?.columns ?? []
-  const mappings = group.inputMappings ?? []
-  const filteredDeps = cols.filter((d) => !removed.has(d))
-  const filteredMappings = mappings.filter((m) => !removed.has(m.columnName))
-  const depsChanged = filteredDeps.length !== cols.length
-  const mappingsChanged = filteredMappings.length !== mappings.length
-  if (!depsChanged && !mappingsChanged) return group
-  const next: WorkflowGroup = { ...group }
-  if (depsChanged) {
-    next.dependencies = filteredDeps.length > 0 ? { columns: filteredDeps } : undefined
-  }
-  if (mappingsChanged) {
-    next.inputMappings = filteredMappings.length > 0 ? filteredMappings : undefined
-  }
-  return next
-}
-
 /**
  * Validates schema-level invariants. Run on every `addTableColumn`,
  * `addWorkflowGroup`, `updateWorkflowGroup`, `renameColumn`, `reorderColumns`,
diff --git a/apps/sim/lib/table/workflow-group-deps.ts b/apps/sim/lib/table/workflow-group-deps.ts
new file mode 100644
index 00000000000..1200a815146
--- /dev/null
+++ b/apps/sim/lib/table/workflow-group-deps.ts
@@ -0,0 +1,29 @@
+import type { WorkflowGroup } from '@/lib/table/types'
+
+/**
+ * Drops the given column ids from a workflow group's dependencies and input
+ * mappings, returning the group unchanged when neither referenced them.
+ *
+ * A pure projection over the group, deliberately kept in its own leaf module
+ * rather than alongside the group runtime in `workflow-columns`: that module
+ * reaches the executor and, through it, the executable tool registry, so any
+ * server graph importing this helper from there pays ~4,700 modules for a
+ * function that only reshapes an object.
+ */
+export function stripGroupDeps(group: WorkflowGroup, removed: ReadonlySet<string>): WorkflowGroup {
+  const cols = group.dependencies?.columns ?? []
+  const mappings = group.inputMappings ?? []
+  const filteredDeps = cols.filter((d) => !removed.has(d))
+  const filteredMappings = mappings.filter((m) => !removed.has(m.columnName))
+  const depsChanged = filteredDeps.length !== cols.length
+  const mappingsChanged = filteredMappings.length !== mappings.length
+  if (!depsChanged && !mappingsChanged) return group
+  const next: WorkflowGroup = { ...group }
+  if (depsChanged) {
+    next.dependencies = filteredDeps.length > 0 ? { columns: filteredDeps } : undefined
+  }
+  if (mappingsChanged) {
+    next.inputMappings = filteredMappings.length > 0 ? filteredMappings : undefined
+  }
+  return next
+}
diff --git a/apps/sim/lib/table/workflow-groups/service.ts b/apps/sim/lib/table/workflow-groups/service.ts
index 35378a997b9..137372f1e68 100644
--- a/apps/sim/lib/table/workflow-groups/service.ts
+++ b/apps/sim/lib/table/workflow-groups/service.ts
@@ -37,7 +37,8 @@ import type {
   WorkflowGroup,
   WorkflowGroupOutput,
 } from '@/lib/table/types'
-import { assertValidSchema, runWorkflowColumn, stripGroupDeps } from '@/lib/table/workflow-columns'
+import { assertValidSchema, runWorkflowColumn } from '@/lib/table/workflow-columns'
+import { stripGroupDeps } from '@/lib/table/workflow-group-deps'
 
 const logger = createLogger('TableWorkflowGroupsService')
 /**
diff --git a/apps/sim/lib/uploads/utils/file-utils.server.test.ts b/apps/sim/lib/uploads/utils/file-utils.server.test.ts
index 19f8a4dea71..6cae5e88cfa 100644
--- a/apps/sim/lib/uploads/utils/file-utils.server.test.ts
+++ b/apps/sim/lib/uploads/utils/file-utils.server.test.ts
@@ -81,10 +81,13 @@ describe('downloadFileFromStorage context derivation', () => {
       context: 'execution',
     }
 
-    await downloadServableFileFromStorage(userFile, 'req-1', createLogger('test'))
+    const filePrincipal = { kind: 'session' as const, userId: 'user-1', sessionId: 'session-1' }
+    await downloadServableFileFromStorage(userFile, 'req-1', createLogger('test'), {
+      filePrincipal,
+    })
 
     expect(mockResolveServableDocBytes).toHaveBeenCalledWith(
-      expect.objectContaining({ workspaceId })
+      expect.objectContaining({ workspaceId, filePrincipal })
     )
   })
 })
diff --git a/apps/sim/lib/uploads/utils/file-utils.server.ts b/apps/sim/lib/uploads/utils/file-utils.server.ts
index ca8fa11bcb1..34d91991a45 100644
--- a/apps/sim/lib/uploads/utils/file-utils.server.ts
+++ b/apps/sim/lib/uploads/utils/file-utils.server.ts
@@ -1,3 +1,4 @@
+import type { Principal } from '@sim/auth/principal'
 import { createLogger, type Logger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { getMaxExecutionTimeout } from '@/lib/core/execution-limits'
@@ -403,7 +404,12 @@ export async function downloadServableFileFromStorage(
   userFile: UserFile,
   requestId: string,
   logger: Logger,
-  options: { maxBytes?: number; signal?: AbortSignal; ownerKey?: string } = {}
+  options: {
+    maxBytes?: number
+    signal?: AbortSignal
+    ownerKey?: string
+    filePrincipal?: Principal
+  } = {}
 ): Promise<ServableFile> {
   const buffer = await downloadFileFromStorage(userFile, requestId, logger, {
     maxBytes: options.maxBytes,
@@ -430,6 +436,7 @@ export async function downloadServableFileFromStorage(
     rawBuffer: buffer,
     fileName: userFile.name,
     workspaceId,
+    filePrincipal: options.filePrincipal,
     ownerKey: options.ownerKey,
     signal: options.signal,
   })
diff --git a/apps/sim/lib/workflows/api/route-policies.test.ts b/apps/sim/lib/workflows/api/route-policies.test.ts
index e313c01ada5..6d107b5ccb5 100644
--- a/apps/sim/lib/workflows/api/route-policies.test.ts
+++ b/apps/sim/lib/workflows/api/route-policies.test.ts
@@ -59,6 +59,7 @@ describe('v2 workflow error policies', () => {
       error: {
         code: 'FORBIDDEN',
         message: 'Personal API keys are not allowed for this workspace',
+        details: { code: 'PERSONAL_API_KEYS_DISABLED' },
       },
     })
   })
diff --git a/apps/sim/lib/workflows/application/list-workflows.ts b/apps/sim/lib/workflows/application/list-workflows.ts
index f00ade5e38b..cf92b3863f2 100644
--- a/apps/sim/lib/workflows/application/list-workflows.ts
+++ b/apps/sim/lib/workflows/application/list-workflows.ts
@@ -8,7 +8,6 @@ import { resolveActiveWorkspaceApplicationContext } from '@/lib/workflows/applic
 import { workflowOperations } from '@/lib/workflows/application/operations'
 import { workflowFolderPathForId } from '@/lib/workflows/application/workflow-folders'
 import {
-  InvalidWorkflowListCursorError,
   listWorkspaceWorkflows,
   type WorkflowSortBy,
   type WorkflowSortOrder,
@@ -48,24 +47,16 @@ export const listWorkflows = defineAuthorizedWorkflowUseCase({
       throw new OrchestrationError('not_found', 'Folder not found')
     }
 
-    let page
-    try {
-      page = await listWorkspaceWorkflows({
-        workspaceId: context.workspaceId,
-        folderId,
-        deployedOnly: input.deployedOnly,
-        search: input.search,
-        sortBy: input.sortBy,
-        sortOrder: input.sortOrder,
-        cursorKeys: input.cursorKeys,
-        limit: input.limit,
-      })
-    } catch (error) {
-      if (error instanceof InvalidWorkflowListCursorError) {
-        throw new OrchestrationError('validation', error.message)
-      }
-      throw error
-    }
+    const page = await listWorkspaceWorkflows({
+      workspaceId: context.workspaceId,
+      folderId,
+      deployedOnly: input.deployedOnly,
+      search: input.search,
+      sortBy: input.sortBy,
+      sortOrder: input.sortOrder,
+      cursorKeys: input.cursorKeys,
+      limit: input.limit,
+    })
 
     logger.info('Listed workflows', {
       workspaceId: context.workspaceId,
diff --git a/apps/sim/lib/workflows/application/workflow-crud.test.ts b/apps/sim/lib/workflows/application/workflow-crud.test.ts
index f71e3546d9b..e6df3d563b8 100644
--- a/apps/sim/lib/workflows/application/workflow-crud.test.ts
+++ b/apps/sim/lib/workflows/application/workflow-crud.test.ts
@@ -72,7 +72,6 @@ vi.mock('@/lib/folders/queries', () => ({
 }))
 
 vi.mock('@/lib/workflows/queries', () => ({
-  InvalidWorkflowListCursorError: class InvalidWorkflowListCursorError extends Error {},
   listWorkspaceWorkflows: mocks.listRows,
   loadWorkflowReadSnapshot: mocks.loadSnapshot,
 }))
diff --git a/apps/sim/lib/workflows/custom-tools/operations.ts b/apps/sim/lib/workflows/custom-tools/operations.ts
index aedc1f6cc2b..79e84b18511 100644
--- a/apps/sim/lib/workflows/custom-tools/operations.ts
+++ b/apps/sim/lib/workflows/custom-tools/operations.ts
@@ -2,8 +2,19 @@ import { db } from '@sim/db'
 import { customTools } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { generateShortId } from '@sim/utils/id'
-import { and, type Column, desc, eq, isNull, or } from 'drizzle-orm'
-import { type ListSortOrder, listOrderBy, searchFilter } from '@/lib/api/list-query'
+import { and, desc, eq, isNull, or } from 'drizzle-orm'
+import {
+  type CursorKey,
+  type KeysetKey,
+  keysetColumns,
+  keysetPage,
+  type ListSortOrder,
+  listOrderBy,
+  resumeKeyset,
+  searchFilter,
+  textKey,
+  timestampKey,
+} from '@/lib/api/list-query'
 import { generateRequestId } from '@/lib/core/utils/request'
 
 const logger = createLogger('CustomToolsOperations')
@@ -131,6 +142,29 @@ export async function listCustomTools(params: { userId: string; workspaceId?: st
         .orderBy(desc(customTools.createdAt))
 }
 
+type CustomToolRow = typeof customTools.$inferSelect
+
+const customToolId = textKey<CustomToolRow>(customTools.id, (row) => row.id)
+
+/**
+ * Keyset orderings for the public list's sortable fields, made total over the
+ * contract enum by `satisfies`. Each ends in `id` so tools sharing a title or a
+ * timestamp still come back in a stable order — which is also what makes the
+ * cursor resumable, since a non-unique final key can repeat or skip a row at a
+ * page boundary.
+ */
+const CUSTOM_TOOL_SORTS = {
+  title: [textKey<CustomToolRow>(customTools.title, (row) => row.title), customToolId],
+  createdAt: [
+    timestampKey<CustomToolRow>(customTools.createdAt, (row) => row.createdAt),
+    customToolId,
+  ],
+  updatedAt: [
+    timestampKey<CustomToolRow>(customTools.updatedAt, (row) => row.updatedAt),
+    customToolId,
+  ],
+} satisfies Record<CustomToolSortBy, readonly KeysetKey<CustomToolRow>[]>
+
 /**
  * Workspace-scoped reads and deletes.
  *
@@ -139,35 +173,33 @@ export async function listCustomTools(params: { userId: string; workspaceId?: st
  * scoped in every direction, so it uses these instead — a caller holding a
  * workspace key must never reach another user's personal tool.
  */
-/**
- * Orderings for the public list's sortable fields, made total over the contract
- * enum by `satisfies`. Each ends in `id` so tools sharing a timestamp still come
- * back in a stable order.
- */
-const CUSTOM_TOOL_SORTS = {
-  title: [customTools.title, customTools.id],
-  createdAt: [customTools.createdAt, customTools.id],
-  updatedAt: [customTools.updatedAt, customTools.id],
-} satisfies Record<CustomToolSortBy, readonly Column[]>
-
 export async function listWorkspaceCustomTools(params: {
   workspaceId: string
   /** Case-insensitive substring match on the tool title. */
   search?: string
   sortBy?: CustomToolSortBy
   sortOrder?: ListSortOrder
+  limit: number
+  cursorKeys?: CursorKey[]
 }) {
-  const { sortBy = 'createdAt', sortOrder = 'desc' } = params
-  return db
+  const { sortBy = 'createdAt', sortOrder = 'desc', limit } = params
+  const keys = CUSTOM_TOOL_SORTS[sortBy]
+  const resumeAfter = resumeKeyset(keys, params.cursorKeys, sortOrder)
+
+  const rows = await db
     .select()
     .from(customTools)
     .where(
       and(
         eq(customTools.workspaceId, params.workspaceId),
-        searchFilter(customTools.title, params.search)
+        searchFilter(customTools.title, params.search),
+        resumeAfter
       )
     )
-    .orderBy(...listOrderBy(CUSTOM_TOOL_SORTS[sortBy], sortOrder))
+    .orderBy(...listOrderBy(keysetColumns(keys), sortOrder))
+    .limit(limit + 1)
+
+  return keysetPage(keys, rows, limit)
 }
 
 export async function getWorkspaceCustomTool(params: { workspaceId: string; toolId: string }) {
diff --git a/apps/sim/lib/workflows/queries.ts b/apps/sim/lib/workflows/queries.ts
index f4a4a11c198..8e7fa6f0663 100644
--- a/apps/sim/lib/workflows/queries.ts
+++ b/apps/sim/lib/workflows/queries.ts
@@ -4,13 +4,13 @@ import { and, asc, eq, inArray, isNull, type SQL, sql } from 'drizzle-orm'
 import type { WorkflowListItem } from '@/lib/api/contracts/workflows'
 import {
   type CursorKey,
-  encodeKeyset,
   type KeysetKey,
-  keysetAfter,
   keysetColumns,
+  keysetPage,
   type ListSortOrder,
   listOrderBy,
   numberKey,
+  resumeKeyset,
   searchFilter,
   textKey,
   timestampKey,
@@ -62,13 +62,6 @@ const WORKFLOW_SORTS = {
   ],
 } satisfies Record<WorkflowSortBy, readonly KeysetKey<WorkspaceWorkflowListRow>[]>
 
-export class InvalidWorkflowListCursorError extends Error {
-  constructor() {
-    super('Cursor does not match the requested workflow sort')
-    this.name = 'InvalidWorkflowListCursorError'
-  }
-}
-
 export interface ListWorkspaceWorkflowsInput {
   workspaceId: string
   folderId?: string | null
@@ -83,10 +76,7 @@ export interface ListWorkspaceWorkflowsInput {
 /** Cursor-paged active workflow query used by the public workflow adapter. */
 export async function listWorkspaceWorkflows(input: ListWorkspaceWorkflowsInput) {
   const keys = WORKFLOW_SORTS[input.sortBy]
-  const resumeAfter = input.cursorKeys
-    ? keysetAfter(keys, input.cursorKeys, input.sortOrder)
-    : undefined
-  if (resumeAfter === null) throw new InvalidWorkflowListCursorError()
+  const resumeAfter = resumeKeyset(keys, input.cursorKeys, input.sortOrder)
 
   const folderCondition: SQL | undefined =
     input.folderId === undefined
@@ -124,13 +114,7 @@ export async function listWorkspaceWorkflows(input: ListWorkspaceWorkflowsInput)
     .orderBy(...listOrderBy(keysetColumns(keys), input.sortOrder))
     .limit(input.limit + 1)
 
-  const hasMore = rows.length > input.limit
-  const data = rows.slice(0, input.limit)
-  const last = data.at(-1)
-  return {
-    data,
-    nextCursorKeys: hasMore && last ? encodeKeyset(keys, last) : null,
-  }
+  return keysetPage(keys, rows, input.limit)
 }
 
 /**
diff --git a/apps/sim/lib/workflows/skills/operations.test.ts b/apps/sim/lib/workflows/skills/operations.test.ts
index 62f49c01b57..e4e3efdc19e 100644
--- a/apps/sim/lib/workflows/skills/operations.test.ts
+++ b/apps/sim/lib/workflows/skills/operations.test.ts
@@ -1,7 +1,13 @@
 /**
  * @vitest-environment node
  */
-import { dbChainMock, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
+import {
+  dbChainMock,
+  dbChainMockFns,
+  queueTableRows,
+  resetDbChainMock,
+  schemaMock,
+} from '@sim/testing'
 import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 
 const { getEditableSkillIdsMock } = vi.hoisted(() => ({
@@ -14,7 +20,12 @@ vi.mock('@/lib/skills/access', () => ({
   getEditableSkillIds: getEditableSkillIdsMock,
 }))
 
-import { listSkills, listSkillsForUser } from '@/lib/workflows/skills/operations'
+import { BUILTIN_SKILLS } from '@/lib/workflows/skills/builtin-skills'
+import {
+  listSkillSummariesPage,
+  listSkills,
+  listSkillsForUser,
+} from '@/lib/workflows/skills/operations'
 
 describe('listSkills includeBuiltins', () => {
   beforeEach(() => {
@@ -47,6 +58,69 @@ describe('listSkills includeBuiltins', () => {
   })
 })
 
+/**
+ * The page is sliced after the built-ins are merged in and the merged array is
+ * re-sorted, so these assert the window over that merged sequence — not over
+ * the DB rows alone.
+ */
+describe('listSkillSummariesPage', () => {
+  const page = (limit: number, offset: number) =>
+    listSkillSummariesPage({
+      workspaceId: 'ws-1',
+      sortBy: 'name',
+      sortOrder: 'asc',
+      limit,
+      offset,
+    })
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+  })
+
+  afterAll(() => {
+    resetDbChainMock()
+  })
+
+  it('returns at most `limit` skills and reports that more remain', async () => {
+    const result = await page(2, 0)
+
+    expect(result.skills).toHaveLength(2)
+    expect(result.hasMore).toBe(true)
+    expect(result).toMatchObject({ offset: 0, limit: 2 })
+  })
+
+  it('resumes at the offset and reports the end of the list', async () => {
+    const first = await page(BUILTIN_SKILLS.length, 0)
+    const second = await page(BUILTIN_SKILLS.length, BUILTIN_SKILLS.length)
+
+    expect(first.skills).toHaveLength(BUILTIN_SKILLS.length)
+    expect(first.hasMore).toBe(false)
+    expect(second.skills).toHaveLength(0)
+    expect(second.hasMore).toBe(false)
+  })
+
+  it('pages over the merged built-in and workspace sequence, not the DB rows alone', async () => {
+    queueTableRows(schemaMock.skill, [
+      { id: 'sk-1', name: 'aaa-mine', description: 'd', workspaceId: 'ws-1' },
+    ])
+
+    const result = await page(1, 0)
+
+    expect(result.skills.map((s) => s.id)).toEqual(['sk-1'])
+    expect(result.hasMore).toBe(true)
+  })
+
+  it('never selects the skill body for a list page', async () => {
+    await page(50, 0)
+
+    const projection = dbChainMockFns.select.mock.calls.at(-1)?.[0]
+    expect(projection).toBeDefined()
+    expect(projection).not.toHaveProperty('content')
+    expect(projection).toHaveProperty('name')
+  })
+})
+
 describe('listSkillsForUser', () => {
   beforeEach(() => {
     vi.clearAllMocks()
diff --git a/apps/sim/lib/workflows/skills/operations.ts b/apps/sim/lib/workflows/skills/operations.ts
index bdc1347fe5f..9ad431d3516 100644
--- a/apps/sim/lib/workflows/skills/operations.ts
+++ b/apps/sim/lib/workflows/skills/operations.ts
@@ -19,21 +19,57 @@ const logger = createLogger('SkillsOperations')
 /** Stable epoch timestamp for built-in (template) skills, which have no DB row. */
 const BUILTIN_SKILL_TIMESTAMP = new Date(0)
 
-/** Shape a built-in skill as a `skill` table row so it can ride alongside DB skills. */
-function builtinSkillRow(workspaceId: string, builtin: BuiltinSkill): typeof skill.$inferSelect {
+type SkillRow = typeof skill.$inferSelect
+
+/**
+ * A skill row without its body. Skill content runs to 50 000 characters, so
+ * list surfaces that only render metadata select this projection instead of
+ * loading every body just to drop it in the presenter.
+ */
+export type SkillSummaryRow = Omit<SkillRow, 'content'>
+
+/** The `skill` columns that make up {@link SkillSummaryRow}. */
+const SKILL_SUMMARY_COLUMNS = {
+  id: skill.id,
+  workspaceId: skill.workspaceId,
+  userId: skill.userId,
+  name: skill.name,
+  description: skill.description,
+  createdAt: skill.createdAt,
+  updatedAt: skill.updatedAt,
+}
+
+/** Shape a built-in skill as a body-less `skill` row so it can ride alongside DB skills. */
+function builtinSkillSummaryRow(workspaceId: string, builtin: BuiltinSkill): SkillSummaryRow {
   return {
     id: builtin.id,
     workspaceId,
     userId: null,
     name: builtin.name,
     description: builtin.description,
-    content: builtin.content,
     createdAt: BUILTIN_SKILL_TIMESTAMP,
     updatedAt: BUILTIN_SKILL_TIMESTAMP,
   }
 }
 
-type SkillRow = typeof skill.$inferSelect
+function builtinSkillRow(workspaceId: string, builtin: BuiltinSkill): SkillRow {
+  return { ...builtinSkillSummaryRow(workspaceId, builtin), content: builtin.content }
+}
+
+/**
+ * The built-ins a list should show: those no DB row shadows by name, narrowed
+ * by the same search term the DB half ran.
+ *
+ * Restricting `dbNames` to the searched rows is safe: a DB skill only shadows a
+ * built-in by sharing its name, and a name that matches the search on the
+ * built-in matches it on the DB row too.
+ */
+function visibleBuiltins(dbNames: Set<string>, search?: string): BuiltinSkill[] {
+  const term = search?.toLowerCase()
+  return BUILTIN_SKILLS.filter(
+    (b) => !dbNames.has(b.name.toLowerCase()) && (!term || b.name.toLowerCase().includes(term))
+  )
+}
 export type SkillSortBy = 'name' | 'createdAt' | 'updatedAt'
 
 /**
@@ -48,12 +84,12 @@ const SKILL_SORTS = {
 } satisfies Record<SkillSortBy, readonly Column[]>
 
 /** The sort key {@link SKILL_SORTS} orders on, for one row. */
-function skillSortKey(row: SkillRow, sortBy: SkillSortBy): [string | number, string] {
+function skillSortKey(row: SkillSummaryRow, sortBy: SkillSortBy): [string | number, string] {
   if (sortBy === 'name') return [row.name, row.id]
   return [(sortBy === 'createdAt' ? row.createdAt : row.updatedAt).getTime(), row.id]
 }
 
-function compareSkills(a: SkillRow, b: SkillRow, sortBy: SkillSortBy): number {
+function compareSkills(a: SkillSummaryRow, b: SkillSummaryRow, sortBy: SkillSortBy): number {
   const [aKey, aId] = skillSortKey(a, sortBy)
   const [bKey, bId] = skillSortKey(b, sortBy)
   if (aKey !== bKey) return aKey < bKey ? -1 : 1
@@ -79,6 +115,9 @@ function compareSkills(a: SkillRow, b: SkillRow, sortBy: SkillSortBy): number {
  * The merged ordering compares names with JS string order rather than the
  * database collation. Only the handful of ASCII built-in names are placed by
  * it, so the two agree in practice.
+ *
+ * This returns the whole set. The public v2 list pages through
+ * {@link listSkillSummariesPage} instead.
  */
 export async function listSkills(params: {
   workspaceId: string
@@ -100,16 +139,10 @@ export async function listSkills(params: {
     return dbRows
   }
 
-  /**
-   * Restricting `dbNames` to the searched rows is safe: a DB skill only shadows
-   * a built-in by sharing its name, and a name that matches the search on the
-   * built-in matches it on the DB row too.
-   */
   const dbNames = new Set(dbRows.map((r) => r.name.toLowerCase()))
-  const term = params.search?.toLowerCase()
-  const builtins = BUILTIN_SKILLS.filter(
-    (b) => !dbNames.has(b.name.toLowerCase()) && (!term || b.name.toLowerCase().includes(term))
-  ).map((b) => builtinSkillRow(params.workspaceId, b))
+  const builtins = visibleBuiltins(dbNames, params.search).map((b) =>
+    builtinSkillRow(params.workspaceId, b)
+  )
 
   if (!params.sort) return [...builtins, ...dbRows]
 
@@ -117,6 +150,65 @@ export async function listSkills(params: {
   return [...builtins, ...dbRows].sort((a, b) => direction * compareSkills(a, b, sortBy))
 }
 
+/** One page of skill summaries, plus the window it was taken from. */
+export interface SkillSummaryPage {
+  skills: SkillSummaryRow[]
+  hasMore: boolean
+  /** The window actually applied, so a caller can mint the next cursor. */
+  offset: number
+  limit: number
+}
+
+/**
+ * A page of the public skill list: built-ins merged with the workspace's DB
+ * rows, sorted as requested, then sliced.
+ *
+ * **Why the window is an offset and not a keyset.** Every other v2 list resumes
+ * from a keyset cursor pushed into the SQL `WHERE`. This list cannot: half its
+ * items are {@link BUILTIN_SKILLS}, a code constant with no DB row for a
+ * predicate to act on, and the merged array is re-sorted in JS afterwards. A
+ * keyset over `skill` columns therefore cannot express a position inside the
+ * merged sequence — under `createdAt asc` the epoch-stamped built-ins all sort
+ * ahead of every DB row and a SQL cursor would skip or repeat them. So this
+ * follows the offset-cursor pattern that `GET /api/v2/knowledge/[id]/documents`
+ * already uses.
+ *
+ * The consequence of that merge is that the DB half is read whole on every
+ * page: the slice happens after the merge, so `LIMIT` cannot be pushed down.
+ * The projection drops `content` to keep that read cheap.
+ */
+export async function listSkillSummariesPage(params: {
+  workspaceId: string
+  search?: string
+  sortBy: SkillSortBy
+  sortOrder: ListSortOrder
+  limit: number
+  offset: number
+}): Promise<SkillSummaryPage> {
+  const { sortBy, sortOrder, limit, offset } = params
+
+  const dbRows = await db
+    .select(SKILL_SUMMARY_COLUMNS)
+    .from(skill)
+    .where(and(eq(skill.workspaceId, params.workspaceId), searchFilter(skill.name, params.search)))
+    .orderBy(...listOrderBy(SKILL_SORTS[sortBy], sortOrder))
+
+  const dbNames = new Set(dbRows.map((r) => r.name.toLowerCase()))
+  const builtins = visibleBuiltins(dbNames, params.search).map((b) =>
+    builtinSkillSummaryRow(params.workspaceId, b)
+  )
+
+  const direction = sortOrder === 'asc' ? 1 : -1
+  const merged = [...builtins, ...dbRows].sort((a, b) => direction * compareSkills(a, b, sortBy))
+
+  return {
+    skills: merged.slice(offset, offset + limit),
+    hasMore: offset + limit < merged.length,
+    offset,
+    limit,
+  }
+}
+
 /** A skill row tagged with whether the caller can edit it (always false on builtins). */
 export type SkillWithAccess = typeof skill.$inferSelect & { canEdit: boolean }
 
diff --git a/apps/sim/lib/workspace-files/api/index.ts b/apps/sim/lib/workspace-files/api/index.ts
index dd0b8f04359..f4c93a1ad9a 100644
--- a/apps/sim/lib/workspace-files/api/index.ts
+++ b/apps/sim/lib/workspace-files/api/index.ts
@@ -3,5 +3,6 @@ export { internalFileErrorPolicies } from '@/lib/workspace-files/api/internal-er
 export { internalFilePresenters } from '@/lib/workspace-files/api/internal-presenters'
 export {
   internalSessionOrExecutorAuth,
+  internalWorkspaceFileServeAuth,
   v2FileErrorPolicies,
 } from '@/lib/workspace-files/api/route-policies'
diff --git a/apps/sim/lib/workspace-files/api/route-policies.ts b/apps/sim/lib/workspace-files/api/route-policies.ts
index 49de1bbbdba..4698ba8afc4 100644
--- a/apps/sim/lib/workspace-files/api/route-policies.ts
+++ b/apps/sim/lib/workspace-files/api/route-policies.ts
@@ -14,6 +14,15 @@ export const internalSessionOrExecutorAuth = createInternalSessionOrExecutorAuth
   },
 })
 
+/**
+ * Generated-document serving authorizes the root file and every referenced input. Its executor
+ * Principal is therefore intentionally workspace-scoped; a file-scoped Principal could authorize
+ * the root or one dependency, but never the full dependency graph.
+ */
+export const internalWorkspaceFileServeAuth = createInternalSessionOrExecutorAuth({
+  audience: WORKSPACE_FILES_DELEGATION_AUDIENCE,
+})
+
 export const v2FileErrorPolicies = {
   default: v2OrchestrationErrorPolicy,
   concealResourceAuthorization: createV2ResourceConcealmentPolicy({
diff --git a/apps/sim/lib/workspace-files/application/download-workspace-file-items.test.ts b/apps/sim/lib/workspace-files/application/download-workspace-file-items.test.ts
index fd017ba1b02..57f270b34f7 100644
--- a/apps/sim/lib/workspace-files/application/download-workspace-file-items.test.ts
+++ b/apps/sim/lib/workspace-files/application/download-workspace-file-items.test.ts
@@ -30,11 +30,13 @@ const {
 vi.mock('@/lib/uploads/contexts/workspace', () => ({
   buildWorkspaceFileFolderPathMap: (folders: Array<{ id: string; path?: string; name: string }>) =>
     new Map(folders.map((folder) => [folder.id, folder.path ?? folder.name])),
-  fetchServableWorkspaceFileBuffer: mockFetchServable,
   listWorkspaceFileFolders: mockListFolders,
   listWorkspaceFiles: mockListFiles,
   loadWorkspaceFileOperationContext: mockLoadContext,
 }))
+vi.mock('@/lib/workspace-files/application/fetch-servable-workspace-file-buffer', () => ({
+  fetchAuthorizedServableWorkspaceFileBuffer: mockFetchServable,
+}))
 vi.mock('@sim/platform-authz/workspace', () => ({
   permissionSatisfies: (actual: string | null, required: string) =>
     actual === 'admin' || actual === required || (actual === 'write' && required === 'read'),
@@ -161,9 +163,11 @@ describe('downloadWorkspaceFileItems', () => {
 
     expect(result.filesToZip[0].id).toBe('f1')
     expect(result.renderedDocuments.get('f1')).toEqual(Buffer.from('rendered'))
-    expect(mockFetchServable).toHaveBeenCalledWith(expect.objectContaining({ id: 'f1' }), {
-      maxBytes: 50 * 1024 * 1024,
-    })
+    expect(mockFetchServable).toHaveBeenCalledWith(
+      expect.objectContaining({ id: 'f1' }),
+      principal,
+      { maxBytes: 50 * 1024 * 1024 }
+    )
   })
 
   it('returns typed validation and conflict failures without recording audit', async () => {
diff --git a/apps/sim/lib/workspace-files/application/download-workspace-file-items.ts b/apps/sim/lib/workspace-files/application/download-workspace-file-items.ts
index afbe5e026ef..7291fc7ec5a 100644
--- a/apps/sim/lib/workspace-files/application/download-workspace-file-items.ts
+++ b/apps/sim/lib/workspace-files/application/download-workspace-file-items.ts
@@ -1,9 +1,9 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
+import type { AuthorizedWorkspaceUseCaseContext } from '@/lib/core/application'
 import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { PayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
 import {
   buildWorkspaceFileFolderPathMap,
-  fetchServableWorkspaceFileBuffer,
   listWorkspaceFileFolders,
   listWorkspaceFiles,
   loadWorkspaceFileOperationContext,
@@ -16,6 +16,7 @@ import {
   needsRenderedArtifact,
 } from '@/lib/uploads/utils/file-utils'
 import { defineAuthorizedWorkspaceFileUseCase } from '@/lib/workspace-files/application/authorized-workspace-file-use-case'
+import { fetchAuthorizedServableWorkspaceFileBuffer } from '@/lib/workspace-files/application/fetch-servable-workspace-file-buffer'
 import { fileOperations } from '@/lib/workspace-files/application/operations'
 
 export const MAX_ZIP_DOWNLOAD_FILES = 100
@@ -61,10 +62,12 @@ function validationError(message: string): never {
 async function executeDownloadWorkspaceFileItems({
   input,
   context,
-}: {
-  input: DownloadWorkspaceFileItemsInput
-  context: Awaited<ReturnType<typeof resolveDownloadContext>>
-}): Promise<DownloadWorkspaceFileItemsResult> {
+  principal,
+}: AuthorizedWorkspaceUseCaseContext<
+  typeof fileOperations.download,
+  DownloadWorkspaceFileItemsInput,
+  Awaited<ReturnType<typeof resolveDownloadContext>>
+>): Promise<DownloadWorkspaceFileItemsResult> {
   const fileIds = [...new Set(input.fileIds)]
   const folderIds = [...new Set(input.folderIds)]
   if (fileIds.length > MAX_REQUESTED_FILE_IDS) {
@@ -118,7 +121,9 @@ async function executeDownloadWorkspaceFileItems({
     const remaining = Math.max(0, MAX_ZIP_DOWNLOAD_BYTES - reservedForStreamed - renderedBytes)
     const allowance = Math.min(remaining, MAX_RENDERED_DOCUMENT_BYTES)
     try {
-      const { buffer } = await fetchServableWorkspaceFileBuffer(file, { maxBytes: allowance })
+      const { buffer } = await fetchAuthorizedServableWorkspaceFileBuffer(file, principal, {
+        maxBytes: allowance,
+      })
       renderedBytes += buffer.length
       renderedDocuments.set(file.id, buffer)
     } catch (error) {
diff --git a/apps/sim/lib/workspace-files/application/download-workspace-file.test.ts b/apps/sim/lib/workspace-files/application/download-workspace-file.test.ts
index 0b563b59afe..a8e950e2df1 100644
--- a/apps/sim/lib/workspace-files/application/download-workspace-file.test.ts
+++ b/apps/sim/lib/workspace-files/application/download-workspace-file.test.ts
@@ -27,11 +27,14 @@ vi.mock('@sim/platform-authz/workspace', () => ({
 }))
 
 vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
-  fetchServableWorkspaceFileBuffer: mocks.fetchServable,
   getWorkspaceFile: mocks.getFile,
   loadActiveWorkspaceFileContext: mocks.loadContext,
 }))
 
+vi.mock('@/lib/workspace-files/application/fetch-servable-workspace-file-buffer', () => ({
+  fetchAuthorizedServableWorkspaceFileBuffer: mocks.fetchServable,
+}))
+
 vi.mock('@/lib/uploads/core/storage-service', () => ({
   downloadFileStream: mocks.downloadStream,
 }))
@@ -194,6 +197,7 @@ describe('workspace file downloads', () => {
 
     expect(mocks.fetchServable).toHaveBeenCalledWith(
       generatedDoc,
+      SESSION,
       expect.objectContaining({ maxBytes: MAX_RENDERED_DOCUMENT_BYTES })
     )
   })
@@ -202,7 +206,7 @@ describe('workspace file downloads', () => {
   it('routes a record with no content type by its extension', async () => {
     await downloadStream('file-1')
 
-    expect(mocks.fetchServable).toHaveBeenCalledWith(file, expect.anything())
+    expect(mocks.fetchServable).toHaveBeenCalledWith(file, SESSION, expect.anything())
     expect(mocks.downloadStream).not.toHaveBeenCalled()
   })
 
diff --git a/apps/sim/lib/workspace-files/application/download-workspace-file.ts b/apps/sim/lib/workspace-files/application/download-workspace-file.ts
index 01a2fa507af..0d599f8bd23 100644
--- a/apps/sim/lib/workspace-files/application/download-workspace-file.ts
+++ b/apps/sim/lib/workspace-files/application/download-workspace-file.ts
@@ -5,7 +5,6 @@ import { nodeReadableToWebStream } from '@/lib/core/utils/node-stream'
 import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
 import {
   type ActiveWorkspaceFileContext,
-  fetchServableWorkspaceFileBuffer,
   getWorkspaceFile,
 } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
 import { downloadFileStream } from '@/lib/uploads/core/storage-service'
@@ -16,6 +15,7 @@ import {
   needsRenderedArtifact,
 } from '@/lib/uploads/utils/file-utils'
 import { defineAuthorizedWorkspaceFileUseCase } from '@/lib/workspace-files/application/authorized-workspace-file-use-case'
+import { fetchAuthorizedServableWorkspaceFileBuffer } from '@/lib/workspace-files/application/fetch-servable-workspace-file-buffer'
 import { fileOperations } from '@/lib/workspace-files/application/operations'
 import { resolveActiveWorkspaceFileContext } from '@/lib/workspace-files/application/workspace-file-context'
 
@@ -93,9 +93,16 @@ export const downloadWorkspaceFile = defineAuthorizedWorkspaceFileUseCase({
  * artifact that never appears. It stays a `conflict` only because the v2
  * envelope has no 422; the message is what distinguishes the two.
  */
-async function resolveRenderedArtifact(file: DownloadWorkspaceFileResult['file']) {
+async function resolveRenderedArtifact(
+  file: DownloadWorkspaceFileResult['file'],
+  filePrincipal: AuthorizedWorkspaceUseCaseContext<
+    typeof fileOperations.download,
+    DownloadWorkspaceFileInput,
+    ActiveWorkspaceFileContext
+  >['principal']
+) {
   try {
-    return await fetchServableWorkspaceFileBuffer(file, {
+    return await fetchAuthorizedServableWorkspaceFileBuffer(file, filePrincipal, {
       maxBytes: MAX_RENDERED_DOCUMENT_BYTES,
     })
   } catch (error) {
@@ -118,6 +125,7 @@ async function resolveRenderedArtifact(file: DownloadWorkspaceFileResult['file']
 
 async function executeDownloadWorkspaceFileStream({
   context,
+  principal,
 }: AuthorizedWorkspaceUseCaseContext<
   typeof fileOperations.download,
   DownloadWorkspaceFileInput,
@@ -138,7 +146,7 @@ async function executeDownloadWorkspaceFileStream({
    * double peak memory.
    */
   if (needsRenderedArtifact(file.type, file.name)) {
-    const { buffer, contentType } = await resolveRenderedArtifact(file)
+    const { buffer, contentType } = await resolveRenderedArtifact(file, principal)
     return {
       file,
       stream: new ReadableStream<Uint8Array>({
diff --git a/apps/sim/lib/workspace-files/application/fetch-servable-workspace-file-buffer.ts b/apps/sim/lib/workspace-files/application/fetch-servable-workspace-file-buffer.ts
new file mode 100644
index 00000000000..f7456f44d73
--- /dev/null
+++ b/apps/sim/lib/workspace-files/application/fetch-servable-workspace-file-buffer.ts
@@ -0,0 +1,35 @@
+import type { Principal } from '@sim/auth/principal'
+import { createLogger } from '@sim/logger'
+import { generateRequestId } from '@/lib/core/utils/request'
+import type { WorkspaceFileRecord } from '@/lib/uploads/contexts/workspace'
+import { downloadServableFileFromStorage } from '@/lib/uploads/utils/file-utils.server'
+
+const logger = createLogger('FetchServableWorkspaceFileBuffer')
+
+/**
+ * Resolves the rendered bytes of an already-authorized workspace file while preserving the
+ * Principal for any referenced-file reads performed by the document compiler.
+ */
+export async function fetchAuthorizedServableWorkspaceFileBuffer(
+  fileRecord: WorkspaceFileRecord,
+  filePrincipal: Principal,
+  options: { maxBytes?: number; signal?: AbortSignal; requestId?: string } = {}
+): Promise<{ buffer: Buffer; contentType: string }> {
+  return downloadServableFileFromStorage(
+    {
+      id: fileRecord.id,
+      name: fileRecord.name,
+      url: fileRecord.url ?? fileRecord.path,
+      size: fileRecord.size,
+      type: fileRecord.type,
+      key: fileRecord.key,
+      context: fileRecord.storageContext ?? 'workspace',
+    },
+    options.requestId ?? generateRequestId(),
+    logger,
+    {
+      ...options,
+      filePrincipal,
+    }
+  )
+}
diff --git a/apps/sim/lib/workspace-files/application/list-workspace-files.ts b/apps/sim/lib/workspace-files/application/list-workspace-files.ts
index bbf9924e47c..92238a897c4 100644
--- a/apps/sim/lib/workspace-files/application/list-workspace-files.ts
+++ b/apps/sim/lib/workspace-files/application/list-workspace-files.ts
@@ -18,6 +18,8 @@ export interface ListAllWorkspaceFilesInput {
 
 export interface QueryWorkspaceFilePageInput {
   workspaceId: string
+  /** Lifecycle set to page over. Omission preserves the active-only default. */
+  scope?: 'active' | 'archived'
   folderPath?: string
   search?: string
   sortBy: 'name' | 'size' | 'uploadedAt' | 'updatedAt'
@@ -63,6 +65,7 @@ export const queryWorkspaceFilePage = defineAuthorizedWorkspaceFileUseCase({
     }
 
     const { files, nextKeys } = await queryWorkspaceFiles(context.workspaceId, {
+      scope: input.scope,
       folderId,
       search: input.search,
       sortBy: input.sortBy,
diff --git a/apps/sim/lib/workspace-files/application/read-workspace-file-content-by-key.test.ts b/apps/sim/lib/workspace-files/application/read-workspace-file-content-by-key.test.ts
new file mode 100644
index 00000000000..39943c138e4
--- /dev/null
+++ b/apps/sim/lib/workspace-files/application/read-workspace-file-content-by-key.test.ts
@@ -0,0 +1,92 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const mocks = vi.hoisted(() => ({
+  fetchContent: vi.fn(),
+  getFile: vi.fn(),
+  getMetadata: vi.fn(),
+  loadContext: vi.fn(),
+  resolvePermission: vi.fn(),
+}))
+
+vi.mock('@/lib/uploads/contexts/workspace', () => ({
+  fetchWorkspaceFileBuffer: mocks.fetchContent,
+  getWorkspaceFile: mocks.getFile,
+  loadActiveWorkspaceFileContext: mocks.loadContext,
+}))
+
+vi.mock('@/lib/uploads/server/metadata', () => ({
+  getFileMetadataByKey: mocks.getMetadata,
+}))
+
+vi.mock('@sim/platform-authz/workspace', () => ({
+  permissionSatisfies: () => true,
+  resolveEffectiveWorkspacePermission: mocks.resolvePermission,
+}))
+
+import { readWorkspaceFileContentByKey } from '@/lib/workspace-files/application/read-workspace-file-content-by-key'
+
+const principal = { kind: 'session' as const, userId: 'user-1', sessionId: 'session-1' }
+const context = {
+  fileId: 'file-1',
+  workspaceId: 'workspace-1',
+  workspaceOrganizationId: null,
+  allowPersonalApiKeys: true,
+  billedAccountUserId: 'billing-owner',
+}
+const file = {
+  id: 'file-1',
+  workspaceId: 'workspace-1',
+  name: 'report.pdf',
+  key: 'workspace/workspace-1/report.pdf',
+  path: '/api/files/serve/workspace/workspace-1/report.pdf',
+  size: 6,
+  type: 'text/x-python-pdf',
+  uploadedBy: 'user-1',
+  uploadedAt: new Date('2026-08-01T00:00:00Z'),
+  updatedAt: new Date('2026-08-01T00:00:00Z'),
+}
+
+describe('readWorkspaceFileContentByKey', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mocks.getMetadata.mockResolvedValue({
+      id: file.id,
+      workspaceId: file.workspaceId,
+      key: file.key,
+      context: 'workspace',
+    })
+    mocks.loadContext.mockResolvedValue(context)
+    mocks.resolvePermission.mockResolvedValue('read')
+    mocks.getFile.mockResolvedValue(file)
+    mocks.fetchContent.mockResolvedValue(Buffer.from('source'))
+  })
+
+  it('authorizes the canonical file before returning its stored bytes', async () => {
+    await expect(
+      readWorkspaceFileContentByKey.execute({
+        principal,
+        input: { key: file.key, assertedWorkspaceId: file.workspaceId },
+      })
+    ).resolves.toEqual({ file, content: Buffer.from('source') })
+
+    expect(mocks.getFile).toHaveBeenCalledWith(file.workspaceId, file.id, {
+      throwOnError: true,
+    })
+    expect(mocks.fetchContent).toHaveBeenCalledWith(file)
+  })
+
+  it('rejects a stale key instead of serving the file current at the same ID', async () => {
+    mocks.getFile.mockResolvedValue({ ...file, key: `${file.key}.new` })
+
+    await expect(
+      readWorkspaceFileContentByKey.execute({
+        principal,
+        input: { key: file.key, assertedWorkspaceId: file.workspaceId },
+      })
+    ).rejects.toMatchObject({ code: 'not_found' })
+    expect(mocks.fetchContent).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/workspace-files/application/read-workspace-file-content-by-key.ts b/apps/sim/lib/workspace-files/application/read-workspace-file-content-by-key.ts
new file mode 100644
index 00000000000..d5629ed275b
--- /dev/null
+++ b/apps/sim/lib/workspace-files/application/read-workspace-file-content-by-key.ts
@@ -0,0 +1,57 @@
+import type { AuthorizedWorkspaceUseCaseContext } from '@/lib/core/application'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
+import {
+  type ActiveWorkspaceFileContext,
+  fetchWorkspaceFileBuffer,
+  getWorkspaceFile,
+  loadActiveWorkspaceFileContext,
+  type WorkspaceFileRecord,
+} from '@/lib/uploads/contexts/workspace'
+import { getFileMetadataByKey } from '@/lib/uploads/server/metadata'
+import { defineAuthorizedWorkspaceFileUseCase } from '@/lib/workspace-files/application/authorized-workspace-file-use-case'
+import { fileOperations } from '@/lib/workspace-files/application/operations'
+
+export interface ReadWorkspaceFileContentByKeyInput {
+  key: string
+  assertedWorkspaceId?: string
+}
+
+export interface ReadWorkspaceFileContentByKeyResult {
+  file: WorkspaceFileRecord
+  content: Buffer
+}
+
+async function executeReadWorkspaceFileContentByKey({
+  input,
+  context,
+}: AuthorizedWorkspaceUseCaseContext<
+  typeof fileOperations.readContent,
+  ReadWorkspaceFileContentByKeyInput,
+  ActiveWorkspaceFileContext
+>): Promise<ReadWorkspaceFileContentByKeyResult> {
+  const file = await getWorkspaceFile(context.workspaceId, context.fileId, {
+    throwOnError: true,
+  })
+  if (!file || file.key !== input.key) throw new OrchestrationError('not_found', 'File not found')
+  return { file, content: await fetchWorkspaceFileBuffer(file) }
+}
+
+export const readWorkspaceFileContentByKey = defineAuthorizedWorkspaceFileUseCase({
+  operation: fileOperations.readContent,
+  async resolveContext({ input }) {
+    const metadata = await getFileMetadataByKey(input.key, 'workspace')
+    if (
+      !metadata?.workspaceId ||
+      (input.assertedWorkspaceId !== undefined &&
+        input.assertedWorkspaceId !== metadata.workspaceId)
+    ) {
+      throw new OrchestrationError('not_found', 'File not found')
+    }
+    const canonical = await loadActiveWorkspaceFileContext(metadata.id)
+    if (!canonical || canonical.workspaceId !== metadata.workspaceId) {
+      throw new OrchestrationError('not_found', 'File not found')
+    }
+    return canonical
+  },
+  execute: executeReadWorkspaceFileContentByKey,
+})
diff --git a/apps/sim/lib/workspace-files/application/read-workspace-inline-file.test.ts b/apps/sim/lib/workspace-files/application/read-workspace-inline-file.test.ts
index f1012bc3c12..64f786f051b 100644
--- a/apps/sim/lib/workspace-files/application/read-workspace-inline-file.test.ts
+++ b/apps/sim/lib/workspace-files/application/read-workspace-inline-file.test.ts
@@ -76,6 +76,39 @@ describe('readWorkspaceInlineFile', () => {
     expect(mockLoadContext).toHaveBeenCalledWith('f1')
   })
 
+  /**
+   * The response is marked immutable only when the URL names the object that was streamed. The key is
+   * resolved to a file and the file's CURRENT key is what gets downloaded, so a rotation landing
+   * between those two reads would serve new bytes under a URL naming the old object — cached, that
+   * would be wrong forever.
+   */
+  it('is content-addressed only when the requested key is the one it streamed', async () => {
+    mockGetMetadataByKey.mockResolvedValue({ id: 'f1', workspaceId: 'ws-1' })
+
+    const match = await readWorkspaceInlineFile.execute({
+      principal,
+      input: { workspaceId: 'ws-1', key: file.key },
+    })
+    expect(match.contentAddressed).toBe(true)
+
+    // The file's content was replaced between resolving the key and reading the row.
+    mockGetWorkspaceFile.mockResolvedValue({ ...file, key: 'workspace/ws-1/rotated-photo.png' })
+    const rotated = await readWorkspaceInlineFile.execute({
+      principal,
+      input: { workspaceId: 'ws-1', key: file.key },
+    })
+    expect(rotated.contentAddressed).toBe(false)
+  })
+
+  it('is never content-addressed when the caller named the file rather than an object', async () => {
+    const result = await readWorkspaceInlineFile.execute({
+      principal,
+      input: { workspaceId: 'ws-1', fileId: 'f1' },
+    })
+
+    expect(result.contentAddressed).toBe(false)
+  })
+
   it('conceals a key belonging to another workspace before authorization', async () => {
     mockGetMetadataByKey.mockResolvedValue({ id: 'other', workspaceId: 'ws-other' })
 
diff --git a/apps/sim/lib/workspace-files/application/read-workspace-inline-file.ts b/apps/sim/lib/workspace-files/application/read-workspace-inline-file.ts
index 1dba3799607..cff1cc494c9 100644
--- a/apps/sim/lib/workspace-files/application/read-workspace-inline-file.ts
+++ b/apps/sim/lib/workspace-files/application/read-workspace-inline-file.ts
@@ -21,9 +21,21 @@ export interface ReadWorkspaceInlineFileInput {
 export interface ReadWorkspaceInlineFileResult {
   file: WorkspaceFileRecord
   stream: ReadableStream<Uint8Array>
+  /**
+   * Whether the URL that produced this response names the exact storage object it streamed — the only
+   * condition under which the bytes may be cached, since a content write never rewrites an object (it
+   * uploads under a fresh key and repoints the row).
+   *
+   * It is deliberately not "the caller passed a key": the key is resolved to a file and the file's
+   * CURRENT key is what gets streamed, so a rotation landing between those two reads would serve the
+   * new bytes under a URL naming the old object — cached, that would be wrong forever. A `fileId`
+   * request names the FILE, whose bytes move as it is edited, and is never content-addressed.
+   */
+  contentAddressed: boolean
 }
 
 async function executeReadWorkspaceInlineFile({
+  input,
   context,
 }: AuthorizedWorkspaceUseCaseContext<
   typeof fileOperations.readContent,
@@ -36,7 +48,11 @@ async function executeReadWorkspaceInlineFile({
   if (!file) throw new OrchestrationError('not_found', 'Not found')
 
   const stream = await downloadFileStream({ key: file.key, context: 'workspace' })
-  return { file, stream: nodeReadableToWebStream(stream) }
+  return {
+    file,
+    stream: nodeReadableToWebStream(stream),
+    contentAddressed: input.key !== undefined && input.key === file.key,
+  }
 }
 
 export const readWorkspaceInlineFile = defineAuthorizedWorkspaceFileUseCase({
diff --git a/apps/sim/lib/workspace-files/application/restore-workspace-file.test.ts b/apps/sim/lib/workspace-files/application/restore-workspace-file.test.ts
index 99389ff56b8..2a64ac318fc 100644
--- a/apps/sim/lib/workspace-files/application/restore-workspace-file.test.ts
+++ b/apps/sim/lib/workspace-files/application/restore-workspace-file.test.ts
@@ -6,6 +6,7 @@ import { beforeEach, describe, expect, it, vi } from 'vitest'
 const mocks = vi.hoisted(() => ({
   loadLifecycle: vi.fn(),
   restoreStored: vi.fn(),
+  getFile: vi.fn(),
   recordAudit: vi.fn(),
   notify: vi.fn(),
   resolvePermission: vi.fn(),
@@ -25,6 +26,7 @@ vi.mock('@/lib/realtime/notify', () => ({ notifyWorkspaceFilesChanged: mocks.not
 vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
   loadWorkspaceFileLifecycleContext: mocks.loadLifecycle,
   restoreWorkspaceFile: mocks.restoreStored,
+  getWorkspaceFile: mocks.getFile,
 }))
 
 import { restoreWorkspaceFileOperation } from '@/lib/workspace-files/application/restore-workspace-file'
@@ -38,12 +40,33 @@ const context = {
   deletedAt: new Date('2026-01-01T00:00:00Z'),
 }
 
+/**
+ * `restoreWorkspaceFile` renames on a collision and clears the folder, so the
+ * post-restore record never matches the one the caller deleted.
+ */
+const restoredFile = {
+  id: 'file-1',
+  workspaceId: 'workspace-1',
+  name: 'notes_restored.md',
+  key: 'workspace/workspace-1/notes.md',
+  path: '/api/files/serve/notes.md?context=workspace',
+  size: 12,
+  type: 'text/markdown',
+  uploadedBy: 'user-1',
+  folderId: null,
+  folderPath: null,
+  deletedAt: null,
+  uploadedAt: new Date('2026-01-01T00:00:00Z'),
+  updatedAt: new Date('2026-01-02T00:00:00Z'),
+}
+
 describe('restoreWorkspaceFileOperation', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     mocks.loadLifecycle.mockResolvedValue(context)
     mocks.resolvePermission.mockResolvedValue('admin')
     mocks.restoreStored.mockResolvedValue(undefined)
+    mocks.getFile.mockResolvedValue(restoredFile)
     mocks.notify.mockResolvedValue(undefined)
   })
 
@@ -53,7 +76,11 @@ describe('restoreWorkspaceFileOperation', () => {
       input: { fileId: 'file-1', assertedWorkspaceId: 'workspace-1' },
     })
 
-    expect(result).toEqual({ restored: true })
+    expect(result).toEqual({ restored: true, file: restoredFile })
+    expect(mocks.getFile).toHaveBeenCalledWith('workspace-1', 'file-1', { throwOnError: true })
+    expect(mocks.restoreStored.mock.invocationCallOrder[0]).toBeLessThan(
+      mocks.getFile.mock.invocationCallOrder[0]
+    )
     expect(mocks.resolvePermission).toHaveBeenCalled()
     expect(mocks.restoreStored).toHaveBeenCalledWith('workspace-1', 'file-1')
     expect(mocks.recordAudit).toHaveBeenCalledWith(
@@ -79,4 +106,15 @@ describe('restoreWorkspaceFileOperation', () => {
     expect(mocks.resolvePermission).not.toHaveBeenCalled()
     expect(mocks.restoreStored).not.toHaveBeenCalled()
   })
+
+  it('reports a file that vanished between the restore and the read-back as absent', async () => {
+    mocks.getFile.mockResolvedValueOnce(null)
+
+    await expect(
+      restoreWorkspaceFileOperation.execute({
+        principal: { kind: 'session', userId: 'user-1', sessionId: 'session-1' },
+        input: { fileId: 'file-1', assertedWorkspaceId: 'workspace-1' },
+      })
+    ).rejects.toMatchObject({ code: 'not_found' })
+  })
 })
diff --git a/apps/sim/lib/workspace-files/application/restore-workspace-file.ts b/apps/sim/lib/workspace-files/application/restore-workspace-file.ts
index 918fb2c746e..9457cac9523 100644
--- a/apps/sim/lib/workspace-files/application/restore-workspace-file.ts
+++ b/apps/sim/lib/workspace-files/application/restore-workspace-file.ts
@@ -1,10 +1,13 @@
 import { AuditAction, AuditResourceType } from '@sim/audit'
 import { createLogger } from '@sim/logger'
 import type { AuthorizedWorkspaceUseCaseContext } from '@/lib/core/application'
+import { OrchestrationError } from '@/lib/core/orchestration/types'
 import { notifyWorkspaceFilesChanged } from '@/lib/realtime/notify'
 import {
+  getWorkspaceFile,
   restoreWorkspaceFile,
   type WorkspaceFileLifecycleContext,
+  type WorkspaceFileRecord,
 } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
 import { defineAuthorizedWorkspaceFileUseCase } from '@/lib/workspace-files/application/authorized-workspace-file-use-case'
 import { fileOperations } from '@/lib/workspace-files/application/operations'
@@ -19,6 +22,13 @@ export interface RestoreWorkspaceFileInput {
 
 export interface RestoreWorkspaceFileResult {
   restored: true
+  /**
+   * The file as it exists after the restore. Restore is not a pure undo — it
+   * returns the file to the workspace root and renames it to avoid colliding
+   * with whatever took its name — so the caller needs the post-restore record
+   * rather than the one it deleted.
+   */
+  file: WorkspaceFileRecord
 }
 
 async function executeRestoreWorkspaceFile({
@@ -29,7 +39,9 @@ async function executeRestoreWorkspaceFile({
   WorkspaceFileLifecycleContext
 >): Promise<RestoreWorkspaceFileResult> {
   await restoreWorkspaceFile(context.workspaceId, context.fileId)
-  return { restored: true }
+  const file = await getWorkspaceFile(context.workspaceId, context.fileId, { throwOnError: true })
+  if (!file) throw new OrchestrationError('not_found', 'File not found')
+  return { restored: true, file }
 }
 
 export const restoreWorkspaceFileOperation = defineAuthorizedWorkspaceFileUseCase({
diff --git a/apps/sim/providers/index.test.ts b/apps/sim/providers/index.test.ts
index 06fc67d4d03..5e1203ed642 100644
--- a/apps/sim/providers/index.test.ts
+++ b/apps/sim/providers/index.test.ts
@@ -1405,6 +1405,26 @@ describe('executeProviderRequest — model level normalization', () => {
     expect(sentRequest().verbosity).toBe('high')
   })
 
+  it('keeps the reasoning effort a Grok model declares', async () => {
+    await executeProviderRequest('xai', {
+      model: 'grok-4.6',
+      workspaceId: 'ws-1',
+      reasoningEffort: 'xhigh',
+    })
+
+    expect(sentRequest().reasoningEffort).toBe('xhigh')
+  })
+
+  it('drops the reasoning effort for a Grok model that rejects the parameter', async () => {
+    await executeProviderRequest('xai', {
+      model: 'grok-4.20-0309-reasoning',
+      workspaceId: 'ws-1',
+      reasoningEffort: 'high',
+    })
+
+    expect(sentRequest().reasoningEffort).toBeUndefined()
+  })
+
   /**
    * Sim's per-model level lists drive the pickers and can lag a provider that has started
    * accepting a new level, so an unrecognized level is forwarded rather than dropped: the
diff --git a/apps/sim/providers/models.test.ts b/apps/sim/providers/models.test.ts
index e58b4b65f6d..460a6995b36 100644
--- a/apps/sim/providers/models.test.ts
+++ b/apps/sim/providers/models.test.ts
@@ -362,13 +362,14 @@ describe('kimi provider definition', () => {
 describe('xai provider definition', () => {
   const xai = PROVIDER_DEFINITIONS.xai
 
-  it('is registered with grok-4.5 as the default model', () => {
+  it('is registered with grok-4.6 as the default model', () => {
     expect(xai).toBeDefined()
     expect(xai.id).toBe('xai')
-    expect(xai.defaultModel).toBe('grok-4.5')
+    expect(xai.defaultModel).toBe('grok-4.6')
   })
 
   it('is included in getHostedModels since Sim provides the xAI key server-side', () => {
+    expect(getHostedModels()).toContain('grok-4.6')
     expect(getHostedModels()).toContain('grok-4.5')
   })
 })
diff --git a/apps/sim/providers/models.ts b/apps/sim/providers/models.ts
index 2ec267a5439..8f4e7de5592 100644
--- a/apps/sim/providers/models.ts
+++ b/apps/sim/providers/models.ts
@@ -2135,7 +2135,7 @@ export const PROVIDER_DEFINITIONS: Record<string, ProviderDefinition> = {
     fileAttachment: { maxBytes: 20 * 1024 * 1024, strategy: 'remote-url' },
     name: 'xAI',
     description: "xAI's Grok models",
-    defaultModel: 'grok-4.5',
+    defaultModel: 'grok-4.6',
     modelPatterns: [/^grok/],
     icon: xAIIcon,
     color: '#555555',
@@ -2143,19 +2143,40 @@ export const PROVIDER_DEFINITIONS: Record<string, ProviderDefinition> = {
       toolUsageControl: true,
     },
     models: [
+      {
+        id: 'grok-4.6',
+        pricing: {
+          input: 2.0,
+          cachedInput: 0.5,
+          output: 6.0,
+          updatedAt: '2026-08-12',
+        },
+        capabilities: {
+          temperature: { min: 0, max: 2 },
+          reasoningEffort: {
+            values: ['low', 'medium', 'high', 'xhigh'],
+          },
+        },
+        contextWindow: 500000,
+        releaseDate: '2026-08-12',
+        recommended: true,
+      },
       {
         id: 'grok-4.5',
         pricing: {
           input: 2.0,
+          cachedInput: 0.3,
           output: 6.0,
-          updatedAt: '2026-07-08',
+          updatedAt: '2026-08-12',
         },
         capabilities: {
           temperature: { min: 0, max: 2 },
+          reasoningEffort: {
+            values: ['low', 'medium', 'high', 'xhigh'],
+          },
         },
         contextWindow: 500000,
         releaseDate: '2026-07-08',
-        recommended: true,
       },
       {
         id: 'grok-4.3',
@@ -2167,6 +2188,9 @@ export const PROVIDER_DEFINITIONS: Record<string, ProviderDefinition> = {
         },
         capabilities: {
           temperature: { min: 0, max: 2 },
+          reasoningEffort: {
+            values: ['none', 'low', 'medium', 'high', 'xhigh'],
+          },
         },
         contextWindow: 1000000,
         releaseDate: '2026-04-30',
@@ -2314,6 +2338,9 @@ export const PROVIDER_DEFINITIONS: Record<string, ProviderDefinition> = {
         },
         capabilities: {
           temperature: { min: 0, max: 2 },
+          reasoningEffort: {
+            values: ['none', 'low', 'medium', 'high', 'xhigh'],
+          },
         },
         contextWindow: 1000000,
         releaseDate: '2026-03-10',
diff --git a/apps/sim/providers/xai/index.test.ts b/apps/sim/providers/xai/index.test.ts
new file mode 100644
index 00000000000..fca35f6c5ce
--- /dev/null
+++ b/apps/sim/providers/xai/index.test.ts
@@ -0,0 +1,197 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockCreate, mockExecuteProviderTool } = vi.hoisted(() => ({
+  mockCreate: vi.fn(),
+  mockExecuteProviderTool: vi.fn(),
+}))
+
+vi.mock('openai', () => ({
+  default: vi.fn().mockImplementation(
+    class {
+      chat = { completions: { create: mockCreate } }
+    }
+  ),
+}))
+
+vi.mock('@/providers', () => ({ MAX_TOOL_ITERATIONS: 20 }))
+
+vi.mock('@/providers/runtime-context', () => ({
+  executeProviderTool: mockExecuteProviderTool,
+}))
+
+vi.mock('@/providers/models', () => ({
+  getProviderModels: () => [],
+  getProviderDefaultModel: () => '',
+}))
+
+vi.mock('@/providers/attachments', () => ({
+  formatMessagesForProvider: (messages: unknown) => messages,
+}))
+
+vi.mock('@/providers/trace-enrichment', () => ({
+  enrichLastModelSegmentFromChatCompletions: vi.fn(),
+}))
+
+vi.mock('@/providers/transport', () => ({ openAICompatTransport: () => ({}) }))
+
+vi.mock('@/providers/tool-schema-adapter', () => ({
+  adaptOpenAIChatToolSchema: (tool: { id: string }) => ({
+    type: 'function',
+    function: { name: tool.id, parameters: {} },
+  }),
+}))
+
+vi.mock('@/providers/openai-compat/assistant-history', () => ({
+  createOpenAICompatAssistantHistory: () => ({ role: 'assistant', content: '' }),
+}))
+
+vi.mock('@/providers/openai-compat/stream-events', () => ({
+  createOpenAICompatibleAgentEventStream: () => new ReadableStream({ start: (c) => c.close() }),
+}))
+
+vi.mock('@/providers/stream-events', () => ({
+  createSettledAgentEventStream: () => new ReadableStream({ start: (c) => c.close() }),
+}))
+
+vi.mock('@/providers/streaming-execution', () => ({
+  createStreamingExecution: vi.fn(() => ({ stream: null, execution: null })),
+}))
+
+vi.mock('@/providers/utils', () => ({
+  isFunctionToolCall: (toolCall: unknown) =>
+    typeof toolCall === 'object' &&
+    toolCall !== null &&
+    'function' in toolCall &&
+    (toolCall as { function?: unknown }).function != null,
+  calculateCost: vi.fn(() => ({ input: 0, output: 0, total: 0 })),
+  sumToolCosts: vi.fn(() => 0),
+  prepareToolExecution: vi.fn((_tool, toolArgs) => ({
+    toolParams: toolArgs,
+    executionParams: toolArgs,
+  })),
+  prepareToolsWithUsageControl: vi.fn((tools) => ({
+    tools,
+    toolChoice: 'auto',
+    forcedTools: [],
+    hasFilteredTools: false,
+  })),
+  checkForForcedToolUsageOpenAI: vi.fn(() => ({
+    hasUsedForcedTool: false,
+    usedForcedTools: [],
+  })),
+}))
+
+import type { StreamingExecution } from '@/executor/types'
+import type { ProviderRequest, ProviderResponse, ProviderToolConfig } from '@/providers/types'
+import { xAIProvider } from '@/providers/xai'
+
+interface ChatOptions {
+  content?: string | null
+  toolCalls?: Array<{ id: string; function: { name: string; arguments: string } }>
+}
+
+function chat({ content = null, toolCalls }: ChatOptions = {}) {
+  return {
+    choices: [
+      {
+        message: { content, tool_calls: toolCalls },
+        finish_reason: toolCalls ? 'tool_calls' : 'stop',
+      },
+    ],
+    usage: { prompt_tokens: 5, completion_tokens: 3, total_tokens: 8 },
+  }
+}
+
+function tool(name: string): ProviderToolConfig {
+  return {
+    id: name,
+    name,
+    description: 'd',
+    params: {},
+    parameters: { type: 'object', properties: {}, required: [] },
+  }
+}
+
+function run(
+  request: Partial<ProviderRequest> = {}
+): Promise<ProviderResponse | StreamingExecution> {
+  return xAIProvider.executeRequest!({
+    model: 'grok-4.6',
+    apiKey: 'test-key',
+    messages: [{ role: 'user', content: 'Hi' }],
+    ...request,
+  })
+}
+
+const firstPayload = () => mockCreate.mock.calls[0][0]
+const lastPayload = () => mockCreate.mock.calls.at(-1)![0]
+
+describe('xAIProvider.executeRequest', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockCreate.mockResolvedValue(chat({ content: 'hello' }))
+    mockExecuteProviderTool.mockResolvedValue({
+      rawResponse: { success: true, output: { ok: true } },
+      modelResponse: { success: true, output: { ok: true } },
+    })
+  })
+
+  it('maps temperature and max_completion_tokens', async () => {
+    await run({ temperature: 0.5, maxTokens: 256 })
+
+    const payload = firstPayload()
+    expect(payload.model).toBe('grok-4.6')
+    expect(payload.temperature).toBe(0.5)
+    expect(payload.max_completion_tokens).toBe(256)
+  })
+
+  it('forwards reasoning_effort only when set to a non-default value', async () => {
+    await run({ reasoningEffort: 'xhigh' })
+    expect(firstPayload().reasoning_effort).toBe('xhigh')
+
+    mockCreate.mockClear()
+    await run({ reasoningEffort: 'auto' })
+    expect(firstPayload().reasoning_effort).toBeUndefined()
+
+    mockCreate.mockClear()
+    await run({})
+    expect(firstPayload().reasoning_effort).toBeUndefined()
+  })
+
+  it('keeps reasoning_effort on every follow-up call in the tool loop', async () => {
+    mockCreate
+      .mockResolvedValueOnce(
+        chat({ toolCalls: [{ id: 'c1', function: { name: 'known', arguments: '{"q":1}' } }] })
+      )
+      .mockResolvedValueOnce(chat({ content: 'done' }))
+
+    await run({ tools: [tool('known')], reasoningEffort: 'high' })
+
+    expect(mockCreate.mock.calls.length).toBeGreaterThan(1)
+    for (const [payload] of mockCreate.mock.calls) {
+      expect(payload.reasoning_effort).toBe('high')
+    }
+  })
+
+  it('keeps reasoning_effort on the response_format request', async () => {
+    await run({
+      reasoningEffort: 'low',
+      responseFormat: { name: 'r', schema: { type: 'object', properties: {} } },
+    })
+
+    const payload = lastPayload()
+    expect(payload.response_format.type).toBe('json_schema')
+    expect(payload.reasoning_effort).toBe('low')
+  })
+
+  it('keeps reasoning_effort on the direct streaming request', async () => {
+    await run({ reasoningEffort: 'medium', stream: true })
+
+    const payload = firstPayload()
+    expect(payload.stream).toBe(true)
+    expect(payload.reasoning_effort).toBe('medium')
+  })
+})
diff --git a/apps/sim/providers/xai/index.ts b/apps/sim/providers/xai/index.ts
index a89643c6674..dc44b9378d6 100644
--- a/apps/sim/providers/xai/index.ts
+++ b/apps/sim/providers/xai/index.ts
@@ -38,6 +38,20 @@ import {
 
 const logger = createLogger('XAIProvider')
 
+/**
+ * xAI's Grok models via an OpenAI-compatible chat-completions API
+ * (`api.x.ai/v1`), with these documented deviations:
+ * - `reasoning_effort` maps from `request.reasoningEffort`. Sim's `auto`
+ *   sentinel means "let the model pick its own default" and is never
+ *   forwarded — xAI rejects it outright with `Invalid reasoning effort`.
+ * - Only some Grok models accept the parameter at all; the rest reject it with
+ *   `does not support parameter reasoningEffort`. Which values each model takes
+ *   is declared per-model in `capabilities.reasoningEffort`, which is also what
+ *   gates the Agent block's effort dropdown.
+ * - Output length is capped via `max_completion_tokens`.
+ * - `tools` and `response_format` cannot be sent in the same request, so tools
+ *   run first and the schema is applied on a follow-up pass.
+ */
 export const xAIProvider: ProviderConfig = {
   id: 'xai',
   name: 'xAI',
@@ -102,6 +116,11 @@ export const xAIProvider: ProviderConfig = {
 
     if (request.temperature !== undefined) basePayload.temperature = request.temperature
     if (request.maxTokens != null) basePayload.max_completion_tokens = request.maxTokens
+
+    if (request.reasoningEffort !== undefined && request.reasoningEffort !== 'auto') {
+      basePayload.reasoning_effort = request.reasoningEffort
+    }
+
     let preparedTools: ReturnType<typeof prepareToolsWithUsageControl> | null = null
 
     if (tools?.length) {
@@ -166,7 +185,6 @@ export const xAIProvider: ProviderConfig = {
     try {
       const initialCallTime = Date.now()
 
-      // xAI cannot use tools and response_format together in the same request
       const initialPayload = { ...basePayload }
 
       let originalToolChoice: any
diff --git a/apps/sim/proxy.test.ts b/apps/sim/proxy.test.ts
index 27ee25c511f..e72e879aa8a 100644
--- a/apps/sim/proxy.test.ts
+++ b/apps/sim/proxy.test.ts
@@ -127,7 +127,9 @@ describe('resolveApiCorsPolicy', () => {
     expect(policy).toEqual({
       origin: 'https://app.sim.test',
       credentials: true,
-      methods: 'GET,POST,OPTIONS,PUT,DELETE',
+      methods: 'GET,HEAD,POST,PUT,PATCH,DELETE,OPTIONS',
+      exposeHeaders:
+        'Retry-After, X-RateLimit-Limit, X-RateLimit-Remaining, X-RateLimit-Reset, X-Request-Id, X-Run-Id',
       headers: expect.stringContaining('Authorization'),
     })
   })
diff --git a/apps/sim/proxy.ts b/apps/sim/proxy.ts
index bda4fdf7b5b..befa9b484d9 100644
--- a/apps/sim/proxy.ts
+++ b/apps/sim/proxy.ts
@@ -15,8 +15,39 @@ export interface CorsPolicy {
   credentials: boolean
   methods: string
   headers: string
+  /** Response headers a browser client may read; omitted leaves the CORS default. */
+  exposeHeaders?: string
 }
 
+/**
+ * Every method the `/api` surface actually answers, for the default CORS policy.
+ *
+ * Hand-written rather than derived from the contract registry because this
+ * module is edge middleware: importing `lib/api/contracts` would pull Zod and
+ * the whole contract tree into the middleware bundle. Nothing enforces the
+ * correspondence — the per-route `CORS_RULES` entries below are unenforced the
+ * same way — so a contract that introduces a new method must add it here in the
+ * same change. This list previously omitted `PATCH` while 17 v2 operations used
+ * it, so a browser preflight for any of them failed.
+ *
+ * `HEAD` is included because Next answers it from each route's `GET` handler,
+ * which the route builders permit via `methodMatchesContract`.
+ */
+const DEFAULT_API_ALLOWED_METHODS = 'GET,HEAD,POST,PUT,PATCH,DELETE,OPTIONS'
+
+/**
+ * Response headers the `/api` surface sets that a browser client must be able to read.
+ *
+ * Without `Access-Control-Expose-Headers` a browser can read only the six
+ * CORS-safelisted response headers, so everything here is on the wire but
+ * invisible to `fetch()` — the rate-limit budget, the retry delay a 429 or 503
+ * asks the caller to observe, and the ids needed to correlate a run or a support
+ * report. Server-to-server callers are unaffected, which is why the gap is easy
+ * to miss.
+ */
+const DEFAULT_API_EXPOSED_HEADERS =
+  'Retry-After, X-RateLimit-Limit, X-RateLimit-Remaining, X-RateLimit-Reset, X-Request-Id, X-Run-Id'
+
 const DEFAULT_API_ALLOWED_HEADERS =
   'X-CSRF-Token, X-Requested-With, Accept, Accept-Version, Content-Length, Content-MD5, Content-Type, Date, X-Api-Version, X-API-Key, Authorization'
 
@@ -109,8 +140,9 @@ export function resolveApiCorsPolicy(request: NextRequest): CorsPolicy {
   return {
     origin: getEnv('NEXT_PUBLIC_APP_URL') || 'http://localhost:3001',
     credentials: true,
-    methods: 'GET,POST,OPTIONS,PUT,DELETE',
+    methods: DEFAULT_API_ALLOWED_METHODS,
     headers: DEFAULT_API_ALLOWED_HEADERS,
+    exposeHeaders: DEFAULT_API_EXPOSED_HEADERS,
   }
 }
 
@@ -121,6 +153,9 @@ function applyCorsHeaders(response: NextResponse, policy: CorsPolicy): void {
   response.headers.set('Access-Control-Allow-Credentials', String(policy.credentials))
   response.headers.set('Access-Control-Allow-Methods', policy.methods)
   response.headers.set('Access-Control-Allow-Headers', policy.headers)
+  if (policy.exposeHeaders) {
+    response.headers.set('Access-Control-Expose-Headers', policy.exposeHeaders)
+  }
   if (policy.origin !== '*') {
     response.headers.set('Vary', 'Origin')
   }
diff --git a/apps/sim/public/brand/color/email/wordmark.png b/apps/sim/public/brand/color/email/wordmark.png
index 2c3a6c314f2..582fac9fe93 100644
Binary files a/apps/sim/public/brand/color/email/wordmark.png and b/apps/sim/public/brand/color/email/wordmark.png differ
diff --git a/apps/sim/scripts/export-workflow.ts b/apps/sim/scripts/export-workflow.ts
index 289efff5ab6..8cdcb4416d9 100755
--- a/apps/sim/scripts/export-workflow.ts
+++ b/apps/sim/scripts/export-workflow.ts
@@ -30,7 +30,6 @@ import { workflow } from '../../../packages/db/schema.js'
 import { loadWorkflowFromNormalizedTables } from '../lib/workflows/persistence/utils.js'
 import { sanitizeForExport } from '../lib/workflows/sanitization/json-sanitizer.js'
 
-// ---------- CLI argument parsing ----------
 const args = process.argv.slice(2)
 const workflowId = args[0]
 const outputFile = args[1] // Optional output filename
@@ -48,7 +47,6 @@ if (!workflowId) {
   process.exit(1)
 }
 
-// ---------- Main export function ----------
 async function exportWorkflow(workflowId: string, outputFile?: string): Promise<void> {
   try {
     // Fetch workflow metadata
@@ -109,7 +107,6 @@ async function exportWorkflow(workflowId: string, outputFile?: string): Promise<
   }
 }
 
-// ---------- Execute ----------
 exportWorkflow(workflowId, outputFile)
   .then(() => {
     process.exit(0)
diff --git a/apps/sim/tools/datadog/types.ts b/apps/sim/tools/datadog/types.ts
index a356913c9bb..fc6e0f62eec 100644
--- a/apps/sim/tools/datadog/types.ts
+++ b/apps/sim/tools/datadog/types.ts
@@ -21,9 +21,7 @@ interface DatadogBaseParams extends DatadogWriteOnlyParams {
   applicationKey: string
 }
 
-// ========================
 // METRICS TYPES
-// ========================
 
 export type MetricType = 'gauge' | 'rate' | 'count' | 'distribution'
 
@@ -115,9 +113,7 @@ interface GetMetricMetadataResponse extends ToolResponse {
   output: GetMetricMetadataOutput
 }
 
-// ========================
 // EVENTS TYPES
-// ========================
 
 export type EventAlertType =
   | 'error'
@@ -192,9 +188,7 @@ interface QueryEventsResponse extends ToolResponse {
   output: QueryEventsOutput
 }
 
-// ========================
 // MONITORS TYPES
-// ========================
 
 export type MonitorType =
   | 'metric alert'
@@ -356,9 +350,7 @@ interface UnmuteMonitorResponse extends ToolResponse {
   output: UnmuteMonitorOutput
 }
 
-// ========================
 // LOGS TYPES
-// ========================
 
 interface LogEntry {
   ddsource?: string
@@ -411,9 +403,7 @@ export interface QueryLogsResponse extends ToolResponse {
   output: QueryLogsOutput
 }
 
-// ========================
 // DOWNTIME TYPES
-// ========================
 
 export interface CreateDowntimeParams extends DatadogBaseParams {
   scope: string // Scope to apply downtime (e.g., "host:myhost" or "*")
@@ -480,9 +470,7 @@ export interface CancelDowntimeResponse extends ToolResponse {
   output: CancelDowntimeOutput
 }
 
-// ========================
 // SLO TYPES
-// ========================
 
 export type SloType = 'metric' | 'monitor' | 'time_slice'
 
@@ -560,9 +548,7 @@ interface GetSloHistoryResponse extends ToolResponse {
   output: GetSloHistoryOutput
 }
 
-// ========================
 // DASHBOARD TYPES
-// ========================
 
 export type DashboardLayoutType = 'ordered' | 'free'
 
@@ -639,9 +625,7 @@ interface ListDashboardsResponse extends ToolResponse {
   output: ListDashboardsOutput
 }
 
-// ========================
 // HOSTS TYPES
-// ========================
 
 interface ListHostsParams extends DatadogBaseParams {
   filter?: string // Filter hosts by name, alias, or tag
@@ -691,9 +675,7 @@ interface ListHostsResponse extends ToolResponse {
   output: ListHostsOutput
 }
 
-// ========================
 // INCIDENTS TYPES
-// ========================
 
 export type IncidentSeverity = 'SEV-1' | 'SEV-2' | 'SEV-3' | 'SEV-4' | 'SEV-5' | 'UNKNOWN'
 export type IncidentState = 'active' | 'stable' | 'resolved'
diff --git a/apps/sim/tools/datagma/types.ts b/apps/sim/tools/datagma/types.ts
index c018eb3e4e4..33af052c1d8 100644
--- a/apps/sim/tools/datagma/types.ts
+++ b/apps/sim/tools/datagma/types.ts
@@ -4,12 +4,10 @@ interface DatagmaBaseParams {
   apiKey: string
 }
 
-// ---------------------------------------------------------------------------
 // Find Email (findEmail)
 // Endpoint: GET https://gateway.datagma.net/api/ingress/v6/findEmail
 // Auth: apiId query param
 // Docs: https://datagmaapi.readme.io/reference/find-work-email-address
-// ---------------------------------------------------------------------------
 
 export interface DatagmaFindEmailParams extends DatagmaBaseParams {
   fullName: string
@@ -30,13 +28,11 @@ export interface DatagmaFindEmailResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Enrich Person
 // Endpoint: GET https://gateway.datagma.net/api/ingress/v2/full
 // Auth: apiId query param
 // Docs: https://datagmaapi.readme.io/reference/ingressservice_fullapiv2
 // Pricing: 2 credits per successful response
-// ---------------------------------------------------------------------------
 
 export interface DatagmaEnrichPersonParams extends DatagmaBaseParams {
   /** Email address, LinkedIn URL, or full name (use with companyKeyword) */
@@ -69,13 +65,11 @@ export interface DatagmaEnrichPersonResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Enrich Company (via full endpoint with company domain/name)
 // Endpoint: GET https://gateway.datagma.net/api/ingress/v2/full
 // Auth: apiId query param
 // Docs: https://datagmaapi.readme.io/reference/ingressservice_fullapiv2
 // Pricing: 2 credits per successful response
-// ---------------------------------------------------------------------------
 
 export interface DatagmaEnrichCompanyParams extends DatagmaBaseParams {
   /** Company domain, name, or SIREN number */
@@ -98,13 +92,11 @@ export interface DatagmaEnrichCompanyResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Find Phone (via search endpoint or enrich with phoneFull)
 // Endpoint: GET https://gateway.datagma.net/api/ingress/v1/search
 // Auth: apiId query param
 // Docs: https://datagmaapi.readme.io/reference/find-a-phone-number
 // Pricing: 30 credits per phone number found (1 credit = 1 email)
-// ---------------------------------------------------------------------------
 
 export interface DatagmaFindPhoneParams extends DatagmaBaseParams {
   /** LinkedIn URL of the person */
@@ -123,13 +115,11 @@ export interface DatagmaFindPhoneResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Get Credits
 // Endpoint: GET https://gateway.datagma.net/api/ingress/v1/mine
 // Auth: apiId query param
 // Docs: https://datagmaapi.readme.io/reference/ingressservice_getcredit
 // Pricing: free (no credit consumed)
-// ---------------------------------------------------------------------------
 
 export interface DatagmaGetCreditsParams extends DatagmaBaseParams {}
 
@@ -139,9 +129,7 @@ export interface DatagmaGetCreditsResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Union of all response types
-// ---------------------------------------------------------------------------
 
 export type DatagmaResponse =
   | DatagmaFindEmailResponse
diff --git a/apps/sim/tools/dropbox/types.ts b/apps/sim/tools/dropbox/types.ts
index 2b9440e6359..bfb5cf1c8ae 100644
--- a/apps/sim/tools/dropbox/types.ts
+++ b/apps/sim/tools/dropbox/types.ts
@@ -1,8 +1,6 @@
 import type { UserFileLike } from '@/lib/core/utils/user-file'
 import type { ToolFileData, ToolResponse } from '@/tools/types'
 
-// ===== Core Types =====
-
 interface DropboxFileMetadata {
   '.tag': 'file'
   id: string
@@ -61,14 +59,10 @@ interface DropboxSearchMatch {
   }
 }
 
-// ===== Base Params =====
-
 interface DropboxBaseParams {
   accessToken?: string
 }
 
-// ===== Upload Params =====
-
 export interface DropboxUploadParams extends DropboxBaseParams {
   path: string
   file?: UserFileLike
@@ -86,8 +80,6 @@ export interface DropboxUploadResponse extends ToolResponse {
   }
 }
 
-// ===== Download Params =====
-
 export interface DropboxDownloadParams extends DropboxBaseParams {
   path: string
 }
@@ -101,8 +93,6 @@ export interface DropboxDownloadResponse extends ToolResponse {
   }
 }
 
-// ===== List Folder Params =====
-
 export interface DropboxListFolderParams extends DropboxBaseParams {
   path: string
   recursive?: boolean
@@ -119,8 +109,6 @@ export interface DropboxListFolderResponse extends ToolResponse {
   }
 }
 
-// ===== Create Folder Params =====
-
 export interface DropboxCreateFolderParams extends DropboxBaseParams {
   path: string
   autorename?: boolean
@@ -132,8 +120,6 @@ export interface DropboxCreateFolderResponse extends ToolResponse {
   }
 }
 
-// ===== Delete Params =====
-
 export interface DropboxDeleteParams extends DropboxBaseParams {
   path: string
 }
@@ -145,8 +131,6 @@ export interface DropboxDeleteResponse extends ToolResponse {
   }
 }
 
-// ===== Copy Params =====
-
 export interface DropboxCopyParams extends DropboxBaseParams {
   fromPath: string
   toPath: string
@@ -159,8 +143,6 @@ export interface DropboxCopyResponse extends ToolResponse {
   }
 }
 
-// ===== Move Params =====
-
 export interface DropboxMoveParams extends DropboxBaseParams {
   fromPath: string
   toPath: string
@@ -173,8 +155,6 @@ export interface DropboxMoveResponse extends ToolResponse {
   }
 }
 
-// ===== Get Metadata Params =====
-
 export interface DropboxGetMetadataParams extends DropboxBaseParams {
   path: string
   includeMediaInfo?: boolean
@@ -187,8 +167,6 @@ export interface DropboxGetMetadataResponse extends ToolResponse {
   }
 }
 
-// ===== Create Shared Link Params =====
-
 export interface DropboxCreateSharedLinkParams extends DropboxBaseParams {
   path: string
   requestedVisibility?: 'public' | 'team_only' | 'password'
@@ -202,8 +180,6 @@ export interface DropboxCreateSharedLinkResponse extends ToolResponse {
   }
 }
 
-// ===== Search Params =====
-
 export interface DropboxSearchParams extends DropboxBaseParams {
   query: string
   path?: string
@@ -219,8 +195,6 @@ export interface DropboxSearchResponse extends ToolResponse {
   }
 }
 
-// ===== Get Temporary Link Params =====
-
 interface DropboxGetTemporaryLinkParams extends DropboxBaseParams {
   path: string
 }
@@ -232,8 +206,6 @@ interface DropboxGetTemporaryLinkResponse extends ToolResponse {
   }
 }
 
-// ===== List Shared Links Params =====
-
 export interface DropboxListSharedLinksParams extends DropboxBaseParams {
   path?: string
   directOnly?: boolean
@@ -248,8 +220,6 @@ export interface DropboxListSharedLinksResponse extends ToolResponse {
   }
 }
 
-// ===== List Revisions Params =====
-
 interface DropboxFileRevision {
   '.tag': 'file'
   id: string
@@ -275,8 +245,6 @@ export interface DropboxListRevisionsResponse extends ToolResponse {
   }
 }
 
-// ===== Restore Params =====
-
 export interface DropboxRestoreParams extends DropboxBaseParams {
   path: string
   rev: string
@@ -288,8 +256,6 @@ export interface DropboxRestoreResponse extends ToolResponse {
   }
 }
 
-// ===== Combined Response Type =====
-
 export type DropboxResponse =
   | DropboxUploadResponse
   | DropboxDownloadResponse
diff --git a/apps/sim/tools/dropcontact/types.ts b/apps/sim/tools/dropcontact/types.ts
index 34d2fec5f07..fb64e9a6a14 100644
--- a/apps/sim/tools/dropcontact/types.ts
+++ b/apps/sim/tools/dropcontact/types.ts
@@ -4,9 +4,7 @@ export interface DropcontactBaseParams {
   apiKey: string
 }
 
-// ---------------------------------------------------------------------------
 // Shared output property constants
-// ---------------------------------------------------------------------------
 
 export const DROPCONTACT_EMAIL_ITEM_OUTPUT_PROPERTIES = {
   email: { type: 'string', description: 'Email address' },
@@ -26,9 +24,7 @@ export const DROPCONTACT_EMAILS_OUTPUT: OutputProperty = {
   },
 }
 
-// ---------------------------------------------------------------------------
 // Enrich Contact (single-contact async enrichment)
-// ---------------------------------------------------------------------------
 
 export interface DropcontactEnrichContactParams extends DropcontactBaseParams {
   /** Email address of the contact to enrich */
diff --git a/apps/sim/tools/enrow/types.ts b/apps/sim/tools/enrow/types.ts
index 1638a9ad81b..22827c4fbcd 100644
--- a/apps/sim/tools/enrow/types.ts
+++ b/apps/sim/tools/enrow/types.ts
@@ -5,9 +5,7 @@ export interface EnrowBaseParams {
   apiKey: string
 }
 
-// ---------------------------------------------------------------------------
 // Email Finder — single
-// ---------------------------------------------------------------------------
 
 export interface EnrowFindEmailParams extends EnrowBaseParams {
   fullname: string
@@ -31,9 +29,7 @@ export interface EnrowFindEmailResponse extends ToolResponse {
   output: EnrowFindEmailResult
 }
 
-// ---------------------------------------------------------------------------
 // Email Verifier — single
-// ---------------------------------------------------------------------------
 
 export interface EnrowVerifyEmailParams extends EnrowBaseParams {
   email: string
@@ -51,15 +47,11 @@ export interface EnrowVerifyEmailResponse extends ToolResponse {
   output: EnrowVerifyEmailResult
 }
 
-// ---------------------------------------------------------------------------
 // Union response type (used in BlockConfig generic)
-// ---------------------------------------------------------------------------
 
 export type EnrowResponse = EnrowFindEmailResponse | EnrowVerifyEmailResponse
 
-// ---------------------------------------------------------------------------
 // Shared output property constants
-// ---------------------------------------------------------------------------
 
 /** Reusable output-property definition for the Enrow job ID. */
 export const ENROW_ID_OUTPUT: OutputProperty = {
diff --git a/apps/sim/tools/generated/tool-ids.ts b/apps/sim/tools/generated/tool-ids.ts
index a665246d33f..7ffa05dc535 100644
--- a/apps/sim/tools/generated/tool-ids.ts
+++ b/apps/sim/tools/generated/tool-ids.ts
@@ -3,7 +3,7 @@
 
 /** Every registered tool id, including versioned variants. */
 const toolIds: string[] = JSON.parse(
-  '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_async_status","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_list_tables","agiloft_lock_record","agiloft_nlp_search","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_run_action_button","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","agiloft_upsert_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_update_candidate","athena_batch_get_query_execution","athena_create_named_query","athena_delete_named_query","athena_get_named_query","athena_get_query_execution","athena_get_query_results","athena_list_databases","athena_list_named_queries","athena_list_query_executions","athena_list_table_metadata","athena_start_query","athena_stop_query","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_channels","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_event_invitee","calendly_create_invitee_no_show","calendly_create_scheduling_link","calendly_create_webhook","calendly_delete_invitee_no_show","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_invitee","calendly_get_event_type","calendly_get_scheduled_event","calendly_get_user","calendly_list_event_invitees","calendly_list_event_type_available_times","calendly_list_event_types","calendly_list_organization_memberships","calendly_list_routing_form_submissions","calendly_list_routing_forms","calendly_list_scheduled_events","calendly_list_user_availability_schedules","calendly_list_user_busy_times","calendly_list_webhooks","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_token","clerk_create_allowlist_identifier","clerk_create_blocklist_identifier","clerk_create_organization","clerk_create_organization_invitation","clerk_create_user","clerk_delete_allowlist_identifier","clerk_delete_blocklist_identifier","clerk_delete_organization","clerk_delete_user","clerk_get_jwt_template","clerk_get_organization","clerk_get_session","clerk_get_user","clerk_get_user_oauth_token","clerk_list_allowlist_identifiers","clerk_list_blocklist_identifiers","clerk_list_jwt_templates","clerk_list_organization_invitations","clerk_list_organization_memberships","clerk_list_organizations","clerk_list_sessions","clerk_list_users","clerk_lock_user","clerk_remove_organization_member","clerk_revoke_actor_token","clerk_revoke_session","clerk_unban_user","clerk_unlock_user","clerk_update_organization","clerk_update_organization_membership","clerk_update_user","clickhouse_count_rows","clickhouse_create_database","clickhouse_create_table","clickhouse_delete","clickhouse_describe_table","clickhouse_drop_database","clickhouse_drop_partition","clickhouse_drop_table","clickhouse_execute","clickhouse_insert","clickhouse_insert_rows","clickhouse_introspect","clickhouse_kill_query","clickhouse_list_clusters","clickhouse_list_databases","clickhouse_list_mutations","clickhouse_list_partitions","clickhouse_list_running_queries","clickhouse_list_tables","clickhouse_optimize_table","clickhouse_query","clickhouse_rename_table","clickhouse_show_create_table","clickhouse_table_stats","clickhouse_truncate_table","clickhouse_update","clickup_add_tag_to_task","clickup_create_checklist","clickup_create_checklist_item","clickup_create_comment","clickup_create_folder","clickup_create_list","clickup_create_task","clickup_create_time_entry","clickup_delete_checklist","clickup_delete_checklist_item","clickup_delete_comment","clickup_delete_task","clickup_delete_time_entry","clickup_get_comments","clickup_get_custom_fields","clickup_get_folders","clickup_get_list_members","clickup_get_lists","clickup_get_running_timer","clickup_get_space_tags","clickup_get_spaces","clickup_get_task","clickup_get_task_members","clickup_get_tasks","clickup_get_time_entries","clickup_get_workspaces","clickup_remove_custom_field_value","clickup_remove_tag_from_task","clickup_search_tasks","clickup_set_custom_field_value","clickup_start_timer","clickup_stop_timer","clickup_update_checklist","clickup_update_checklist_item","clickup_update_comment","clickup_update_task","clickup_update_time_entry","clickup_upload_attachment","cloudflare_create_dns_record","cloudflare_create_zone","cloudflare_delete_dns_record","cloudflare_delete_zone","cloudflare_dns_analytics","cloudflare_get_zone","cloudflare_get_zone_settings","cloudflare_list_certificates","cloudflare_list_dns_records","cloudflare_list_zones","cloudflare_purge_cache","cloudflare_update_dns_record","cloudflare_update_zone_setting","cloudformation_cancel_update_stack","cloudformation_create_change_set","cloudformation_create_stack","cloudformation_delete_stack","cloudformation_describe_change_set","cloudformation_describe_stack_drift_detection_status","cloudformation_describe_stack_events","cloudformation_describe_stacks","cloudformation_detect_stack_drift","cloudformation_execute_change_set","cloudformation_get_template","cloudformation_get_template_summary","cloudformation_list_stack_resources","cloudformation_update_stack","cloudformation_validate_template","cloudwatch_describe_alarm_history","cloudwatch_describe_alarms","cloudwatch_describe_log_groups","cloudwatch_describe_log_streams","cloudwatch_filter_log_events","cloudwatch_get_log_events","cloudwatch_get_metric_statistics","cloudwatch_list_metrics","cloudwatch_mute_alarm","cloudwatch_put_log_group_retention","cloudwatch_put_metric_data","cloudwatch_query_logs","cloudwatch_unmute_alarm","codepipeline_disable_stage_transition","codepipeline_enable_stage_transition","codepipeline_get_pipeline","codepipeline_get_pipeline_execution","codepipeline_get_pipeline_state","codepipeline_list_action_executions","codepipeline_list_pipeline_executions","codepipeline_list_pipelines","codepipeline_put_approval_result","codepipeline_retry_stage_execution","codepipeline_start_execution","codepipeline_stop_execution","confluence_add_label","confluence_create_blogpost","confluence_create_comment","confluence_create_page","confluence_create_page_property","confluence_create_space","confluence_create_space_property","confluence_delete_attachment","confluence_delete_blogpost","confluence_delete_comment","confluence_delete_label","confluence_delete_page","confluence_delete_page_property","confluence_delete_space","confluence_delete_space_property","confluence_get_blogpost","confluence_get_page_ancestors","confluence_get_page_children","confluence_get_page_descendants","confluence_get_page_version","confluence_get_pages_by_label","confluence_get_space","confluence_get_task","confluence_get_user","confluence_list_attachments","confluence_list_blogposts","confluence_list_blogposts_in_space","confluence_list_comments","confluence_list_labels","confluence_list_page_properties","confluence_list_page_versions","confluence_list_pages_in_space","confluence_list_space_labels","confluence_list_space_permissions","confluence_list_space_properties","confluence_list_spaces","confluence_list_tasks","confluence_retrieve","confluence_search","confluence_search_in_space","confluence_update","confluence_update_blogpost","confluence_update_comment","confluence_update_space","confluence_update_task","confluence_upload_attachment","context_dev_classify_naics","context_dev_classify_sic","context_dev_crawl","context_dev_extract","context_dev_extract_product","context_dev_extract_products","context_dev_get_brand","context_dev_get_brand_by_email","context_dev_get_brand_by_name","context_dev_get_brand_by_ticker","context_dev_identify_transaction","context_dev_map","context_dev_scrape_fonts","context_dev_scrape_html","context_dev_scrape_images","context_dev_scrape_markdown","context_dev_scrape_styleguide","context_dev_screenshot","context_dev_search","convex_action","convex_document_deltas","convex_list_documents","convex_list_tables","convex_mutation","convex_query","convex_run_function","crowdstrike_get_sensor_aggregates","crowdstrike_get_sensor_details","crowdstrike_query_sensors","cursor_add_followup","cursor_add_followup_v2","cursor_delete_agent","cursor_delete_agent_v2","cursor_download_artifact","cursor_download_artifact_v2","cursor_get_agent","cursor_get_agent_v2","cursor_get_api_key_info","cursor_get_api_key_info_v2","cursor_get_conversation","cursor_get_conversation_v2","cursor_launch_agent","cursor_launch_agent_v2","cursor_list_agents","cursor_list_agents_v2","cursor_list_artifacts","cursor_list_artifacts_v2","cursor_list_models","cursor_list_models_v2","cursor_list_repositories","cursor_list_repositories_v2","cursor_stop_agent","cursor_stop_agent_v2","dagster_delete_run","dagster_get_asset","dagster_get_run","dagster_get_run_logs","dagster_launch_run","dagster_list_assets","dagster_list_jobs","dagster_list_runs","dagster_list_schedules","dagster_list_sensors","dagster_materialize_assets","dagster_reexecute_run","dagster_report_asset_materialization","dagster_start_schedule","dagster_start_sensor","dagster_stop_schedule","dagster_stop_sensor","dagster_terminate_run","dagster_wipe_asset","databricks_cancel_run","databricks_execute_sql","databricks_get_cluster","databricks_get_job","databricks_get_run","databricks_get_run_output","databricks_get_statement","databricks_list_clusters","databricks_list_jobs","databricks_list_runs","databricks_list_warehouses","databricks_run_job","datadog_cancel_downtime","datadog_create_downtime","datadog_create_event","datadog_create_monitor","datadog_get_monitor","datadog_list_downtimes","datadog_list_monitors","datadog_mute_monitor","datadog_query_logs","datadog_query_timeseries","datadog_send_logs","datadog_submit_metrics","datagma_enrich_company","datagma_enrich_person","datagma_find_email","datagma_find_phone","datagma_get_credits","daytona_create_sandbox","daytona_delete_sandbox","daytona_download_file","daytona_execute_command","daytona_get_sandbox","daytona_git_clone","daytona_list_files","daytona_list_sandboxes","daytona_run_code","daytona_start_sandbox","daytona_stop_sandbox","daytona_upload_file","deployed_block_executor","deployments_deploy","deployments_get_version","deployments_list_versions","deployments_promote","deployments_undeploy","devin_append_session_tags","devin_archive_session","devin_create_session","devin_get_session","devin_get_session_tags","devin_list_session_attachments","devin_list_session_messages","devin_list_sessions","devin_replace_session_tags","devin_send_message","devin_terminate_session","discord_add_reaction","discord_archive_thread","discord_assign_role","discord_ban_member","discord_bulk_delete_messages","discord_create_channel","discord_create_invite","discord_create_role","discord_create_thread","discord_create_webhook","discord_delete_channel","discord_delete_invite","discord_delete_message","discord_delete_role","discord_delete_webhook","discord_edit_message","discord_execute_webhook","discord_get_channel","discord_get_invite","discord_get_member","discord_get_messages","discord_get_pinned_messages","discord_get_server","discord_get_user","discord_get_webhook","discord_join_thread","discord_kick_member","discord_leave_thread","discord_list_channels","discord_list_roles","discord_pin_message",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+  '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_async_status","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_list_tables","agiloft_lock_record","agiloft_nlp_search","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_run_action_button","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","agiloft_upsert_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_update_candidate","athena_batch_get_query_execution","athena_create_named_query","athena_delete_named_query","athena_get_named_query","athena_get_query_execution","athena_get_query_results","athena_list_databases","athena_list_named_queries","athena_list_query_executions","athena_list_table_metadata","athena_start_query","athena_stop_query","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_channels","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_event_invitee","calendly_create_invitee_no_show","calendly_create_scheduling_link","calendly_create_webhook","calendly_delete_invitee_no_show","calendly_delete_webhook","calendly_get_current_user","calend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ram_send_poll","telegram_send_video","telegram_set_message_reaction","telegram_unpin_message","temporal_cancel_workflow","temporal_count_workflows","temporal_create_schedule","temporal_delete_schedule","temporal_describe_schedule","temporal_describe_task_queue","temporal_describe_workflow","temporal_get_workflow_history","temporal_list_schedules","temporal_list_workflows","temporal_pause_schedule","temporal_query_workflow","temporal_reset_workflow","temporal_signal_with_start","temporal_signal_workflow","temporal_start_workflow","temporal_terminate_workflow","temporal_trigger_schedule","temporal_unpause_schedule","temporal_update_workflow","textract_analyze_expense","textract_analyze_id","textract_parser","textract_parser_v2","thinking_tool","thrive_add_audience_managers","thrive_add_audience_members","thrive_add_user_tags","thrive_create_assignment","thrive_create_audience","thrive_create_completion","thrive_create_user","thrive_delete_assignment","thrive_delete_audience","thrive_delete_user","thrive_get_activity","thrive_get_assignment","thrive_get_audience","thrive_get_completion","thrive_get_content","thrive_get_cpd_category","thrive_get_cpd_entry","thrive_get_cpd_requirement","thrive_get_enrolment","thrive_get_skill_levels","thrive_get_tag","thrive_get_user_by_id","thrive_get_user_by_ref","thrive_list_assignments","thrive_list_audience_managers","thrive_list_audience_members","thrive_list_audiences","thrive_list_completions","thrive_list_enrolments","thrive_list_tags","thrive_query_activities","thrive_query_content","thrive_query_cpd_categories","thrive_query_cpd_entries","thrive_query_cpd_requirements","thrive_query_cpd_user_summaries","thrive_remove_audience_manager","thrive_remove_audience_member","thrive_remove_user_tags","thrive_replace_audience_managers","thrive_replace_audience_members","thrive_search_users","thrive_suspend_user","thrive_update_assignment","thrive_update_audience","thrive_update_user","thrive_update_user_skills","tiktok_get_post_status","tiktok_get_user","tiktok_list_videos","tiktok_query_videos","tiktok_upload_video_draft","tinybird_append_datasource","tinybird_delete_datasource_rows","tinybird_events","tinybird_get_job","tinybird_query","tinybird_query_pipe","tinybird_truncate_datasource","trello_add_checklist","trello_add_checklist_item","trello_add_comment","trello_add_label","trello_add_member","trello_create_board","trello_create_card","trello_create_list","trello_delete_card","trello_get_actions","trello_get_board","trello_get_card","trello_list_cards","trello_list_lists","trello_list_members","trello_remove_label","trello_remove_member","trello_search","trello_update_card","trello_update_checklist_item","trello_update_list","trigger_dev_activate_schedule","trigger_dev_add_run_tags","trigger_dev_batch_trigger_task","trigger_dev_cancel_run","trigger_dev_complete_waitpoint_token","trigger_dev_create_env_var","trigger_dev_create_schedule","trigger_dev_create_waitpoint_token","trigger_dev_deactivate_schedule","trigger_dev_delete_env_var","trigger_dev_delete_schedule","trigger_dev_execute_query","trigger_dev_get_batch","trigger_dev_get_batch_results","trigger_dev_get_deployment","trigger_dev_get_env_var","trigger_dev_get_latest_deployment","trigger_dev_get_query_schema","trigger_dev_get_queue","trigger_dev_get_run","trigger_dev_get_run_events","trigger_dev_get_run_result","trigger_dev_get_run_trace","trigger_dev_get_schedule","trigger_dev_get_waitpoint_token","trigger_dev_import_env_vars","trigger_dev_list_deployments","trigger_dev_list_env_vars","trigger_dev_list_queues","trigger_dev_list_runs","trigger_dev_list_schedules","trigger_dev_list_timezones","trigger_dev_list_waitpoint_tokens","trigger_dev_override_queue_concurrency","trigger_dev_pause_queue","trigger_dev_promote_deployment","trigger_dev_replay_run","trigger_dev_reschedule_run","trigger_dev_reset_queue_concurrency","trigger_dev_resume_queue","trigger_dev_trigger_task","trigger_dev_update_env_var","trigger_dev_update_run_metadata","trigger_dev_update_schedule","tts_azure","tts_cartesia","tts_deepgram","tts_elevenlabs","tts_google","tts_openai","tts_playht","twilio_send_sms","twilio_voice_get_recording","twilio_voice_list_calls","twilio_voice_make_call","typeform_create_form","typeform_delete_form","typeform_files","typeform_get_form","typeform_insights","typeform_list_forms","typeform_responses","typeform_update_form","upstash_redis_command","upstash_redis_delete","upstash_redis_exists","upstash_redis_expire","upstash_redis_get","upstash_redis_hget","upstash_redis_hgetall","upstash_redis_hset","upstash_redis_incr","upstash_redis_incrby","upstash_redis_keys","upstash_redis_lpush","upstash_redis_lrange","upstash_redis_set","upstash_redis_setnx","upstash_redis_ttl","uptimerobot_create_alert_contact","uptimerobot_create_maintenance_window","uptimerobot_create_monitor","uptimerobot_create_psp","uptimerobot_delete_alert_contact","uptimerobot_delete_maintenance_window","uptimerobot_delete_monitor","uptimerobot_delete_psp","uptimerobot_get_account","uptimerobot_get_alert_contact","uptimerobot_get_incident","uptimerobot_get_maintenance_window","uptimerobot_get_monitor","uptimerobot_get_psp","uptimerobot_list_alert_contacts","uptimerobot_list_incidents","uptimerobot_list_maintenance_windows","uptimerobot_list_monitors","uptimerobot_list_psps","uptimerobot_pause_monitor","uptimerobot_start_monitor","uptimerobot_update_maintenance_window","uptimerobot_update_monitor","uptimerobot_update_psp","vanta_download_document_file","vanta_get_control","vanta_get_document","vanta_get_framework","vanta_get_person","vanta_get_policy","vanta_get_risk_scenario","vanta_get_test","vanta_get_vendor","vanta_get_vulnerable_asset","vanta_list_control_documents","vanta_list_control_tests","vanta_list_controls","vanta_list_document_uploads","vanta_list_documents","vanta_list_framework_controls","vanta_list_frameworks","vanta_list_monitored_computers","vanta_list_people","vanta_list_policies","vanta_list_risk_scenarios","vanta_list_test_entities","vanta_list_tests","vanta_list_vendors","vanta_list_vulnerabilities","vanta_list_vulnerability_remediations","vanta_list_vulnerable_assets","vanta_submit_document","vanta_upload_document_file","vercel_add_domain","vercel_add_project_domain","vercel_cancel_deployment","vercel_create_alias","vercel_create_check","vercel_create_deployment","vercel_create_dns_record","vercel_create_edge_config","vercel_create_env_var","vercel_create_project","vercel_create_webhook","vercel_delete_alias","vercel_delete_deployment","vercel_delete_dns_record","vercel_delete_domain","vercel_delete_edge_config","vercel_delete_env_var","vercel_delete_project","vercel_delete_webhook","vercel_get_alias","vercel_get_check","vercel_get_deployment","vercel_get_deployment_events","vercel_get_domain","vercel_get_domain_config","vercel_get_edge_config","vercel_get_edge_config_items","vercel_get_env_vars","vercel_get_project","vercel_get_team","vercel_get_user","vercel_get_webhook","vercel_list_aliases","vercel_list_checks","vercel_list_deployment_files","vercel_list_deployments","vercel_list_dns_records","vercel_list_domains","vercel_list_edge_configs","vercel_list_project_domains","vercel_list_projects","vercel_list_team_members","vercel_list_teams","vercel_list_webhooks","vercel_pause_project","vercel_promote_deployment","vercel_remove_project_domain","vercel_rerequest_check","vercel_unpause_project","vercel_update_check","vercel_update_dns_record","vercel_update_edge_config_items","vercel_update_env_var","vercel_update_project","vercel_update_project_domain","vercel_verify_project_domain","video_falai","video_luma","video_minimax","video_runway","video_veo","vision_tool","vision_tool_v2","wealthbox_read_contact","wealthbox_read_note","wealthbox_read_task","wealthbox_write_contact","wealthbox_write_note","wealthbox_write_task","webflow_create_item","webflow_delete_item","webflow_get_item","webflow_list_items","webflow_update_item","webhook_request","whatsapp_get_media","whatsapp_mark_read","whatsapp_send_interactive","whatsapp_send_media","whatsapp_send_message","whatsapp_send_reaction","whatsapp_send_template","whatsapp_upload_media","wikipedia_content","wikipedia_random","wikipedia_search","wikipedia_summary","windchill_check_in_document","windchill_check_in_documents","windchill_check_out_document","windchill_check_out_documents","windchill_create_document","windchill_create_documents","windchill_delete_document","windchill_delete_documents","windchill_download_attachment","windchill_download_primary_content","windchill_get_document","windchill_get_document_structure","windchill_get_primary_content","windchill_get_valid_state_transitions","windchill_list_attachments","windchill_list_documents","windchill_revise_document","windchill_revise_documents","windchill_set_lifecycle_state","windchill_undo_check_out_document","windchill_undo_check_out_documents","windchill_update_common_properties","windchill_update_document","windchill_update_document_security_labels","windchill_update_documents","windchill_upload_attachments","windchill_upload_primary_content","wiza_company_enrichment","wiza_get_credits","wiza_individual_reveal","wiza_prospect_search","wordpress_create_category","wordpress_create_comment","wordpress_create_page","wordpress_create_post","wordpress_create_tag","wordpress_delete_category","wordpress_delete_comment","wordpress_delete_media","wordpress_delete_page","wordpress_delete_post","wordpress_delete_tag","wordpress_get_category","wordpress_get_current_user","wordpress_get_media","wordpress_get_page","wordpress_get_post","wordpress_get_tag","wordpress_get_user","wordpress_list_categories","wordpress_list_comments","wordpress_list_media","wordpress_list_pages","wordpress_list_posts","wordpress_list_tags","wordpress_list_users","wordpress_search_content","wordpress_update_category","wordpress_update_comment","wordpress_update_page","wordpress_update_post","wordpress_update_tag","wordpress_upload_media","workday_assign_onboarding","workday_change_job","workday_create_prehire","workday_get_compensation","workday_get_organizations","workday_get_worker","workday_hire_employee","workday_list_workers","workday_terminate_worker","workday_update_worker","workflow_executor","x_create_bookmark","x_create_tweet","x_delete_bookmark","x_delete_tweet","x_get_blocking","x_get_bookmarks","x_get_followers","x_get_following","x_get_liked_tweets","x_get_liking_users","x_get_me","x_get_personalized_trends","x_get_quote_tweets","x_get_retweeted_by","x_get_trends_by_woeid","x_get_tweets_by_ids","x_get_usage","x_get_user_mentions","x_get_user_timeline","x_get_user_tweets","x_hide_reply","x_manage_block","x_manage_follow","x_manage_like","x_manage_mute","x_manage_retweet","x_read","x_search","x_search_tweets","x_search_users","x_user","x_write","youtube_channel_info","youtube_channel_playlists","youtube_channel_videos","youtube_comments","youtube_playlist_items","youtube_search","youtube_trending","youtube_video_categories","youtube_video_details","zendesk_autocomplete_organizations","zendesk_create_organization","zendesk_create_organizations_bulk","zendesk_create_ticket","zendesk_create_tickets_bulk","zendesk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoho_desk_add_comment","zoho_desk_get_attachment","zoho_desk_get_contact","zoho_desk_get_thread","zoho_desk_get_ticket","zoho_desk_list_comments","zoho_desk_list_organizations","zoho_desk_list_threads","zoho_desk_list_tickets","zoho_desk_update_ticket","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]'
 )
 
 export default toolIds
diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts
index 76dabf25d15..31950e30ec4 100644
--- a/apps/sim/tools/generated/tool-metadata.ts
+++ b/apps/sim/tools/generated/tool-metadata.ts
@@ -3,7 +3,7 @@
 
 /** Serializable metadata for every built-in tool, keyed by tool id. */
 const toolMetadata: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"agentmail_create_draft":{"id":"agentmail_create_draft","name":"Create Draft","description":"Create a new email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to create the draft in"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Draft subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text draft body"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML draft body"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"},"inReplyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of message being replied to"},"sendAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to schedule sending"}}},"agentmail_create_inbox":{"id":"agentmail_create_inbox","name":"Create Inbox","description":"Create a new email inbox with AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the inbox email address"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain for the inbox email address"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for the inbox"}}},"agentmail_delete_draft":{"id":"agentmail_delete_draft","name":"Delete Draft","description":"Delete an email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the draft"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to delete"}}},"agentmail_delete_inbox":{"id":"agentmail_delete_inbox","name":"Delete Inbox","description":"Delete an email inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to delete"}}},"agentmail_delete_thread":{"id":"agentmail_delete_thread","name":"Delete Thread","description":"Delete an email thread in AgentMail (moves to trash, or permanently deletes if already in trash)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the thread"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to delete"},"permanent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Force permanent deletion instead of moving to trash"}}},"agentmail_forward_message":{"id":"agentmail_forward_message","name":"Forward Message","description":"Forward an email message to new recipients in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the message"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to forward"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional plain text to prepend"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional HTML to prepend"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"}}},"agentmail_get_draft":{"id":"agentmail_get_draft","name":"Get Draft","description":"Get details of a specific email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox the draft belongs to"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to retrieve"}}},"agentmail_get_inbox":{"id":"agentmail_get_inbox","name":"Get Inbox","description":"Get details of a specific email inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to retrieve"}}},"agentmail_get_message":{"id":"agentmail_get_message","name":"Get Message","description":"Get details of a specific email message in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the message"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to retrieve"}}},"agentmail_get_thread":{"id":"agentmail_get_thread","name":"Get Thread","description":"Get details of a specific email thread including messages in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the thread"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to retrieve"}}},"agentmail_list_drafts":{"id":"agentmail_list_drafts","name":"List Drafts","description":"List email drafts in an inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to list drafts from"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of drafts to return"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"}}},"agentmail_list_inboxes":{"id":"agentmail_list_inboxes","name":"List Inboxes","description":"List all email inboxes in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of inboxes to return"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"}}},"agentmail_list_messages":{"id":"agentmail_list_messages","name":"List Messages","description":"List messages in an inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to list messages from"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to return"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"}}},"agentmail_list_threads":{"id":"agentmail_list_threads","name":"List Threads","description":"List email threads in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to list threads from"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of threads to return"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated labels to filter threads by"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter threads before this ISO 8601 timestamp"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter threads after this ISO 8601 timestamp"}}},"agentmail_reply_message":{"id":"agentmail_reply_message","name":"Reply to Message","description":"Reply to an existing email message in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to reply from"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to reply to"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text reply body"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML reply body"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override recipient email addresses (comma-separated)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email addresses (comma-separated)"},"replyAll":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reply to all recipients of the original message"}}},"agentmail_send_draft":{"id":"agentmail_send_draft","name":"Send Draft","description":"Send an existing email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the draft"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to send"}}},"agentmail_send_message":{"id":"agentmail_send_message","name":"Send Message","description":"Send an email message from an AgentMail inbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to send from"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (comma-separated for multiple)"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text email body"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML email body"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"}}},"agentmail_update_draft":{"id":"agentmail_update_draft","name":"Update Draft","description":"Update an existing email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the draft"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to update"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Draft subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text draft body"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML draft body"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"},"sendAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to schedule sending"}}},"agentmail_update_inbox":{"id":"agentmail_update_inbox","name":"Update Inbox","description":"Update the display name of an email inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to update"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"New display name for the inbox"}}},"agentmail_update_message":{"id":"agentmail_update_message","name":"Update Message","description":"Add or remove labels on an email message in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the message"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to update"},"addLabels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated labels to add to the message"},"removeLabels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated labels to remove from the message"}}},"agentmail_update_thread":{"id":"agentmail_update_thread","name":"Update Thread Labels","description":"Add or remove labels on an email thread in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the thread"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to update"},"addLabels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated labels to add to the thread"},"removeLabels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated labels to remove from the thread"}}},"agentphone_create_call":{"id":"agentphone_create_call","name":"Create Outbound Call","description":"Initiate an outbound voice call from an AgentPhone agent","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Agent that will handle the call"},"toNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to call in E.164 format (e.g. +14155551234)"},"fromNumberId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number ID to use as caller ID. Must belong to the agent. If omitted, the agent\'s first assigned number is used."},"initialGreeting":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional greeting spoken when the recipient answers"},"voice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Voice ID override for this call (defaults to the agent\'s configured voice)"},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"When provided, uses a built-in LLM for the conversation instead of forwarding to your webhook"}}},"agentphone_create_contact":{"id":"agentphone_create_contact","name":"Create Contact","description":"Create a new contact in AgentPhone","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number in E.164 format (e.g. +14155551234)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact\'s full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact\'s email address"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Freeform notes stored on the contact"}}},"agentphone_create_number":{"id":"agentphone_create_number","name":"Create Phone Number","description":"Provision a new SMS- and voice-enabled phone number","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code (e.g. US, CA). Defaults to US."},"areaCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred area code (US/CA only, e.g. \\"415\\"). Best-effort — may be ignored if unavailable."},"agentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optionally attach the number to an agent immediately"}}},"agentphone_delete_contact":{"id":"agentphone_delete_contact","name":"Delete Contact","description":"Delete a contact by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"}}},"agentphone_get_call":{"id":"agentphone_get_call","name":"Get Call","description":"Fetch a call and its full transcript","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"callId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the call to retrieve"}}},"agentphone_get_call_transcript":{"id":"agentphone_get_call_transcript","name":"Get Call Transcript","description":"Get the full ordered transcript for a call","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"callId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the call to retrieve the transcript for"}}},"agentphone_get_contact":{"id":"agentphone_get_contact","name":"Get Contact","description":"Fetch a single contact by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"}}},"agentphone_get_conversation":{"id":"agentphone_get_conversation","name":"Get Conversation","description":"Get a conversation along with its recent messages","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID"},"messageLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of recent messages to include (default 50, max 100)"}}},"agentphone_get_conversation_messages":{"id":"agentphone_get_conversation_messages","name":"Get Conversation Messages","description":"Get paginated messages for a conversation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of messages to return (default 50, max 200)"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return messages received before this ISO 8601 timestamp"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return messages received after this ISO 8601 timestamp"}}},"agentphone_get_number_messages":{"id":"agentphone_get_number_messages","name":"Get Phone Number Messages","description":"Fetch messages received on a specific phone number","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"numberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the phone number"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of messages to return (default 50, max 200)"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return messages received before this ISO 8601 timestamp"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return messages received after this ISO 8601 timestamp"}}},"agentphone_get_usage":{"id":"agentphone_get_usage","name":"Get Usage","description":"Retrieve current usage statistics for the AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"}}},"agentphone_get_usage_daily":{"id":"agentphone_get_usage_daily","name":"Get Daily Usage","description":"Get a daily breakdown of usage (messages, calls, webhooks) for the last N days","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"days":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days to return (1-365, default 30)"}}},"agentphone_get_usage_monthly":{"id":"agentphone_get_usage_monthly","name":"Get Monthly Usage","description":"Get monthly usage aggregation (messages, calls, webhooks) for the last N months","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"months":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of months to return (1-24, default 6)"}}},"agentphone_list_calls":{"id":"agentphone_list_calls","name":"List Calls","description":"List voice calls for this AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 20, max 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip (min 0)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status (completed, in-progress, failed)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by direction (inbound, outbound)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by call type (pstn, web)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by phone number (matches fromNumber or toNumber)"}}},"agentphone_list_contacts":{"id":"agentphone_list_contacts","name":"List Contacts","description":"List contacts for this AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by name or phone number (case-insensitive contains)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 50, max 200)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip (min 0)"}}},"agentphone_list_conversations":{"id":"agentphone_list_conversations","name":"List Conversations","description":"List conversations (message threads) for this AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 20, max 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip (min 0)"}}},"agentphone_list_numbers":{"id":"agentphone_list_numbers","name":"List Phone Numbers","description":"List all phone numbers provisioned for this AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 20, max 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip (min 0)"}}},"agentphone_react_to_message":{"id":"agentphone_react_to_message","name":"React to Message","description":"Send an iMessage tapback reaction to a message (iMessage only)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to react to"},"reaction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reaction type: love, like, dislike, laugh, emphasize, or question"}}},"agentphone_release_number":{"id":"agentphone_release_number","name":"Release Phone Number","description":"Release (delete) a phone number. This action is irreversible.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"numberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the phone number to release"}}},"agentphone_send_message":{"id":"agentphone_send_message","name":"Send Message","description":"Send an outbound SMS or iMessage from an AgentPhone agent","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Agent sending the message"},"toNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number in E.164 format (e.g. +14155551234)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text to send"},"mediaUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional URL of an image, video, or file to attach"},"numberId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number ID to send from. If omitted, the agent\'s first assigned number is used."}}},"agentphone_update_contact":{"id":"agentphone_update_contact","name":"Update Contact","description":"Update a contact\'s fields","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"New phone number in E.164 format"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New contact name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"New email address"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"New freeform notes"}}},"agentphone_update_conversation":{"id":"agentphone_update_conversation","name":"Update Conversation","description":"Update conversation metadata (stored state). Pass null to clear existing metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID"},"metadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom key-value metadata to store on the conversation. Pass null to clear existing metadata."}}},"agiloft_async_status":{"id":"agiloft_async_status","name":"Agiloft Async Status","description":"Check whether an asynchronous Agiloft call, such as a run action button, has completed.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table the asynchronous call was made against"},"callbackId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Callback ID returned by the asynchronous call, e.g. from Run Action Button"}}},"agiloft_attach_file":{"id":"agiloft_attach_file","name":"Agiloft Attach File","description":"Attach a file to a field in an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to attach the file to"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"File to attach"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name to assign to the file (defaults to original file name)"},"overwrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Replace the contents of the field instead of adding another file to it"}}},"agiloft_attachment_info":{"id":"agiloft_attachment_info","name":"Agiloft Attachment Info","description":"Get information about file attachments on a record field.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to check attachments on"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field to inspect"}}},"agiloft_create_record":{"id":"agiloft_create_record","name":"Agiloft Create Record","description":"Create a new record in an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record field values as a JSON object (e.g., {\\"first_name\\": \\"John\\", \\"status\\": \\"Active\\"})"}}},"agiloft_delete_record":{"id":"agiloft_delete_record","name":"Agiloft Delete Record","description":"Delete a record from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to delete"},"substituteIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of records that adopt the dependants of the deleted record. Read only when the delete rule is REPLACE_WITH_ANOTHER."},"deleteRule":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to treat records that depend on this one: ERROR_IF_DEPENDANTS (default — fails rather than cascading), APPLY_DELETE_WHERE_POSSIBLE, DELETE_WHERE_POSSIBLE_OTHERWISE_UNLINK, APPLY_UNLINK, UNLINK_WHERE_POSSIBLE_OTHERWISE_DELETE, or REPLACE_WITH_ANOTHER"}}},"agiloft_get_choice_line_id":{"id":"agiloft_get_choice_line_id","name":"Agiloft Get Choice Line ID","description":"Resolve the internal numeric ID of a choice-list value, for use in EWSelect WHERE clauses against choice fields.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"case\\", \\"contracts\\")"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Choice field name (e.g., \\"priority\\", \\"status\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"Choice display value to resolve (e.g., \\"High\\", \\"Active\\")"}}},"agiloft_list_tables":{"id":"agiloft_list_tables","name":"Agiloft List Tables","description":"List the tables and fields in an Agiloft knowledge base, to discover the logical names other operations need.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logical name of a single table to describe (e.g., \\"contacts\\"). Leave empty to list every table in the knowledge base."},"includeLinkedInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the source table and column behind each linked field"},"skipColumnsInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return table names only, omitting field details, for a much smaller response"}}},"agiloft_lock_record":{"id":"agiloft_lock_record","name":"Agiloft Lock Record","description":"Lock, unlock, or check the lock status of an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to lock, unlock, or check"},"lockAction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to perform: \\"lock\\", \\"unlock\\", or \\"check\\""},"force":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unlock only: release a lock held by another user."}}},"agiloft_nlp_search":{"id":"agiloft_nlp_search","name":"Agiloft Natural Language Search","description":"Search Agiloft records by describing what you want in plain language, such as \\"active NDAs submitted last month\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"nlpQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"The request in plain language, e.g. \\"Show me open, high-priority contracts\\". Structured field filters are not accepted — use Search Records for those."},"fields":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated field names to return, e.g. \\"id, contract_title1, company_name\\""},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number, starting from 0"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Records per page"}}},"agiloft_read_record":{"id":"agiloft_read_record","name":"Agiloft Read Record","description":"Read a record by ID from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to read"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the response"}}},"agiloft_remove_attachment":{"id":"agiloft_remove_attachment","name":"Agiloft Remove Attachment","description":"Remove an attached file from a field in an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file to remove (starting from 0)"}}},"agiloft_retrieve_attachment":{"id":"agiloft_retrieve_attachment","name":"Agiloft Retrieve Attachment","description":"Download an attached file from an Agiloft record field.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file in the field (starting from 0)"}}},"agiloft_run_action_button":{"id":"agiloft_run_action_button","name":"Agiloft Run Action Button","description":"Run an action button on an Agiloft record, such as an approval or send-for-signature step.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"case\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to run the action button on"},"actionButtonField":{"type":"string","required":true,"visibility":"user-or-llm","description":"Logical name of the field holding the action button (e.g., \\"ab_field\\")"}}},"agiloft_saved_search":{"id":"agiloft_saved_search","name":"Agiloft Saved Search","description":"List the saved searches defined for an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Logical table name to list saved searches for (e.g., \\"contract\\")"}}},"agiloft_search_records":{"id":"agiloft_search_records","name":"Agiloft Search Records","description":"Search for records in an Agiloft table using a query.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to search in (e.g., \\"contracts\\", \\"contacts.employees\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ad hoc EWSearch query. Combine conditions with && (and) or || (or) and quote every value — e.g. \\"summary~=\'test\'&&priority=\'High\'\\". Required unless a saved search is given."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Label of a saved search defined on the table (e.g., \\"C: Status is Closed\\"). Can be combined with a query to narrow it further."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the results"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for paginated results (starting from 0)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return per page. Agiloft treats 0 as \\"all records\\", so leave it unset or use a positive value to keep result sizes bounded."}}},"agiloft_select_records":{"id":"agiloft_select_records","name":"Agiloft Select Records","description":"Select record IDs matching a SQL WHERE clause from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE clause using database column names (e.g., \\"summary like \'%new%\'\\" or \\"assigned_person=\'John Doe\'\\"). EWSelect has no page size and returns every matching ID, so append a database limit such as \\"limit 0,200\\" to bound the result."}}},"agiloft_update_record":{"id":"agiloft_update_record","name":"Agiloft Update Record","description":"Update an existing record in an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to update"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated field values as a JSON object (e.g., {\\"status\\": \\"Active\\", \\"priority\\": \\"High\\"})"}}},"agiloft_upsert_record":{"id":"agiloft_upsert_record","name":"Agiloft Upsert Record","description":"Create an Agiloft record, or update it when a record already matches the given fields.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"match":{"type":"string","required":true,"visibility":"user-or-llm","description":"Field used to find an existing record (e.g., \\"ext_id\\"). Pick something that identifies a record uniquely — if more than one record matches, Agiloft writes nothing and returns a conflict."},"async":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the write instead of waiting for it. Returns a callback ID instead of a record ID; pass that to Async Status to poll the result."},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Field values as a JSON object. On create these populate the new record; on update only the supplied fields change."}}},"ahrefs_anchors":{"id":"ahrefs_anchors","name":"Ahrefs Anchors","description":"Get the anchor text distribution for a target domain or URL\'s backlinks, showing how many links and referring domains use each anchor text.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks":{"id":"ahrefs_backlinks","name":"Ahrefs Backlinks","description":"Get a list of backlinks pointing to a target domain or URL. Returns details about each backlink including source URL, anchor text, and domain rating.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live backlinks), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks_stats":{"id":"ahrefs_backlinks_stats","name":"Ahrefs Backlinks Stats","description":"Get backlink and referring domain totals for a target domain or URL, both currently live and across all time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_batch_analysis":{"id":"ahrefs_batch_analysis","name":"Ahrefs Batch Analysis","description":"Get bulk SEO metrics (Domain Rating, backlinks, referring domains, organic traffic, and more) for multiple domains or URLs in a single request. Useful for comparing many competitors at once.","version":"1.0.0","params":{"targets":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of domains or URLs to analyze. Example: \\"example.com,competitor.com\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode applied to every target: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"protocol":{"type":"string","required":false,"visibility":"user-or-llm","description":"Protocol applied to every target: \\"both\\" (default), \\"http\\", or \\"https\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_broken_backlinks":{"id":"ahrefs_broken_backlinks","name":"Ahrefs Broken Backlinks","description":"Get a list of broken backlinks pointing to a target domain or URL. Useful for identifying link reclamation opportunities.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating":{"id":"ahrefs_domain_rating","name":"Ahrefs Domain Rating","description":"Get the Domain Rating (DR) and Ahrefs Rank for a target domain. Domain Rating shows the strength of a website\'s backlink profile on a scale from 0 to 100.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze (e.g., example.com)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date for historical data in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating_history":{"id":"ahrefs_domain_rating_history","name":"Ahrefs Domain Rating History","description":"Get the historical Domain Rating (DR) trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keyword_overview":{"id":"ahrefs_keyword_overview","name":"Ahrefs Keyword Overview","description":"Get detailed metrics for a keyword including search volume, keyword difficulty, CPC, clicks, and traffic potential.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The keyword to analyze"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keywords_history":{"id":"ahrefs_keywords_history","name":"Ahrefs Keywords History","description":"Get the historical organic keyword ranking distribution for a target domain or URL over a date range: how many keywords rank in each position bucket at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics":{"id":"ahrefs_metrics","name":"Ahrefs Metrics","description":"Get a one-call organic and paid search overview for a target domain or URL: organic traffic, organic keywords, paid traffic, paid keywords, and estimated traffic cost.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics_history":{"id":"ahrefs_metrics_history","name":"Ahrefs Metrics History","description":"Get the historical organic and paid traffic trend for a target domain or URL over a date range: organic traffic/cost and paid traffic/cost at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to retrieve (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_bases":{"id":"airtable_list_bases","name":"Airtable List Bases","description":"List all bases the authenticated user has access to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for retrieving additional bases"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table 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Use operations like $set, $setOnce, $add, $append, $unset."},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_list_events":{"id":"amplitude_list_events","name":"Amplitude List Events","description":"List all event types in the Amplitude project with their weekly totals and unique counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_realtime_active_users":{"id":"amplitude_realtime_active_users","name":"Amplitude Real-time Active Users","description":"Get real-time active user counts at 5-minute granularity for the last 2 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_retention":{"id":"amplitude_retention","name":"Amplitude Retention","description":"Measure how many users return to perform an action after a starting action.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"startEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON starting event object, e.g. {\\"event_type\\":\\"_new\\"} or {\\"event_type\\":\\"_active\\"}"},"returnEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON returning event object, e.g. {\\"event_type\\":\\"_all\\"} or {\\"event_type\\":\\"_active\\"}"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYYMMDD format"},"end":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYYMMDD format"},"retentionMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retention type: \\"bracket\\", \\"rolling\\", or \\"n-day\\" (default: n-day)"},"retentionBrackets":{"type":"string","required":false,"visibility":"user-or-llm","description":"Required when Retention Mode is \\"bracket\\". 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Not available for EU data-residency projects.","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External user ID (required if no device_id)"},"deviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Device ID (required if no user_id)"},"getAmpProps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include Amplitude user properties (true/false, default: false)"},"getCohortIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include cohort IDs the user belongs to (true/false, default: false)"},"getComputations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include computed user properties (true/false, default: false)"}}},"amplitude_user_search":{"id":"amplitude_user_search","name":"Amplitude User Search","description":"Search for a user by User ID, Device ID, or Amplitude ID using the Dashboard REST API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID, Device ID, or Amplitude ID to search for"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"apify_get_dataset_items":{"id":"apify_get_dataset_items","name":"APIFY Get Dataset Items","description":"Retrieve items stored in an APIFY dataset","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset ID to read items from. 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Example: \\"HG7ML7M8z78YcAPEB\\""}}},"apify_run_actor_async":{"id":"apify_run_actor_async","name":"APIFY Run Actor (Async)","description":"Run an APIFY actor asynchronously with polling for long-running tasks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"waitForFinish":{"type":"number","required":false,"visibility":"user-or-llm","description":"Initial wait time in seconds (0-60) before polling starts. Example: 30"},"itemLimit":{"type":"number","required":false,"default":100,"visibility":"user-or-llm","description":"Max dataset items to fetch (1-250000). Default: 100. Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_actor_sync":{"id":"apify_run_actor_sync","name":"APIFY Run Actor (Sync)","description":"Run an APIFY actor synchronously and get results (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_task":{"id":"apify_run_task","name":"APIFY Run Task","description":"Run a saved APIFY actor task synchronously and get dataset items (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task ID or username/task-name. Examples: \\"janedoe/my-task\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string that overrides the task\'s saved input. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}]}"},"itemLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max dataset items to return (1-250000). Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the run (128-32768). Example: 1024 for 1GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the run. Example: 300 for 5 minutes"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\""}}},"apollo_account_bulk_create":{"id":"apollo_account_bulk_create","name":"Apollo Bulk Create Accounts","description":"Create up to 100 accounts at once in your Apollo database. Set run_dedupe=true to deduplicate by domain, organization_id, and name. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"accounts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of accounts to create (max 100). Each account should include a name, and may optionally include domain, phone, phone_status_cd, raw_address, owner_id, linkedin_url, facebook_url, twitter_url, salesforce_id, and hubspot_id."},"append_label_names":{"type":"array","required":false,"visibility":"user-only","description":"Array of label names to add to ALL accounts in this request"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, performs aggressive deduplication by domain, organization_id, and name (defaults to false)"}}},"apollo_account_bulk_update":{"id":"apollo_account_bulk_update","name":"Apollo Bulk Update Accounts","description":"Update up to 1000 existing accounts at once in your Apollo database (higher limit than contacts!). Each account must include an id field. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"account_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of account IDs to update with the same values (max 1000). Use with name/owner_id for uniform updates. Use either this OR account_attributes."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this name to all accounts"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this owner to all accounts"},"account_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this account stage to all accounts"},"account_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of account objects with individual updates (each must include id). Example: [{\\"id\\": \\"acc1\\", \\"name\\": \\"Acme\\", \\"owner_id\\": \\"u1\\", \\"account_stage_id\\": \\"s1\\", \\"typed_custom_fields\\": {\\"field_id\\": \\"value\\"}}]"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, processes the update asynchronously. Only supported when using account_ids; returns 422 if used with account_attributes."}}},"apollo_account_create":{"id":"apollo_account_create","name":"Apollo Create Account","description":"Create a new account (company) in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain without www. prefix (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the account"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_account_search":{"id":"apollo_account_search","name":"Apollo Search Accounts","description":"Search your team\'s accounts in Apollo. Display limit: 50,000 records (100 records per page, 500 pages max). Use filters to narrow results. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"q_organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter accounts by organization name (partial-match search)"},"account_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account stage IDs"},"account_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account label IDs"},"sort_by_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: \\"account_last_activity_date\\", \\"account_created_at\\", or \\"account_updated_at\\""},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sort ascending when true. Defaults to descending."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_account_update":{"id":"apollo_account_update","name":"Apollo Update Account","description":"Update an existing account in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"account_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the account to update (e.g., \\"acc_abc123\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company phone number"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_contact_bulk_create":{"id":"apollo_contact_bulk_create","name":"Apollo Bulk Create Contacts","description":"Create up to 100 contacts at once in your Apollo database. Supports deduplication to prevent creating duplicate contacts. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contacts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of contacts to create (max 100). Each contact may include first_name, last_name, email, title, organization_name, account_id, owner_id, contact_stage_id, linkedin_url, phone (single string) or phone_numbers (array of {raw_number, position}), contact_emails, typed_custom_fields, and CRM IDs (salesforce_contact_id, hubspot_id, team_id) for cross-system matching"},"append_label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Label names to add to all contacts in this request (e.g., [\\"Hot Lead\\"])"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable deduplication to prevent creating duplicate contacts. When true, existing contacts are returned without modification"}}},"apollo_contact_bulk_update":{"id":"apollo_contact_bulk_update","name":"Apollo Bulk Update Contacts","description":"Update up to 100 existing contacts at once in your Apollo database. Each contact must include an id field. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contact_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of contact IDs to update. Must be paired with an object-form contact_attributes specifying the fields to apply uniformly to all listed contacts."},"contact_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Required. Either an array of per-contact updates (each with id) — used standalone — or a single object of attributes to apply to all contact_ids. Supported fields: owner_id, email, organization_name, title, first_name, last_name, account_id, present_raw_address, linkedin_url, typed_custom_fields"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"Force asynchronous processing. Automatically enabled for >100 contacts"}}},"apollo_contact_create":{"id":"apollo_contact_create","name":"Apollo Create Contact","description":"Create a new contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID to associate with (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for POST /contacts)"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the contact to (e.g., [\\"Prospects\\"])"},"contact_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo ID for the contact stage"},"present_raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal location for the contact (e.g., \\"Atlanta, United States\\")"},"direct_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number"},"corporate_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Work/office phone number"},"mobile_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"home_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Home phone number"},"other_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative phone number"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom field values keyed by custom field ID"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, Apollo deduplicates against existing contacts"}}},"apollo_contact_search":{"id":"apollo_contact_search","name":"Apollo Search Contacts","description":"Search your team\'s contacts in Apollo","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"q_keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords to search for"},"contact_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by contact stage IDs"},"contact_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by Apollo label IDs (lists)"},"sort_by_field":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: contact_last_activity_date, contact_email_last_opened_at, contact_email_last_clicked_at, contact_created_at, or contact_updated_at"},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, sort ascending. Must be used together with sort_by_field"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_contact_update":{"id":"apollo_contact_update","name":"Apollo Update Contact","description":"Update an existing contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"contact_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the contact to update (e.g., \\"con_abc123\\")"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the 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If noteType is text/html, supports: <b>, <i>, <u>, <a>, <ul>, <ol>, <li>, <code>, <pre>"},"noteType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type of the note: text/plain (default) or text/html"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send notifications to subscribed users (default false)"},"isPrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the note is private (only visible to the author)"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). 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2024-01-01T00:00:00Z)"}}},"ashby_list_custom_fields":{"id":"ashby_list_custom_fields","name":"Ashby List Custom Fields","description":"Lists all custom field definitions configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived custom fields in results (default false)"}}},"ashby_list_departments":{"id":"ashby_list_departments","name":"Ashby List Departments","description":"Lists all departments in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived departments in results (default false)"}}},"ashby_list_interviews":{"id":"ashby_list_interviews","name":"Ashby List Interview 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timestamp (e.g. 2024-01-01T00:00:00Z)"}}},"ashby_list_job_postings":{"id":"ashby_list_job_postings","name":"Ashby List Job Postings","description":"Lists all job postings in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by location name (case sensitive)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by department name (case sensitive)"},"listedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only returns listed (publicly visible) job postings (default false)"},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. 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Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status: Open, Closed, Archived, or Draft"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"},"openedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs opened after this ISO 8601 timestamp"},"openedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only 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token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived locations in results (default false)"},"includeLocationHierarchy":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes location hierarchy components/regions (default false)"}}},"ashby_list_notes":{"id":"ashby_list_notes","name":"Ashby List Notes","description":"Lists all notes on a candidate with pagination support.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to list notes for"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"}}},"ashby_list_offers":{"id":"ashby_list_offers","name":"Ashby List Offers","description":"Lists all offers with their latest version in an Ashby organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return offers created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items 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all candidate sources configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived sources in results (default false)"}}},"ashby_list_users":{"id":"ashby_list_users","name":"Ashby List Users","description":"Lists all users in Ashby with pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"includeDeactivated":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes deactivated 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Only provided fields are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated primary email address"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated primary phone number"},"linkedInUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"githubUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub profile URL"},"websiteUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal website URL"},"alternateEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"An additional email address to add to the candidate"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to attribute the candidate to"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the Ashby user to credit with sourcing this candidate"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601. Only updatable if originally backdated."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send a notification when the source is updated (default true)"},"socialLinks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of social link objects to set on the candidate, e.g. [{\\"type\\":\\"LinkedIn\\",\\"url\\":\\"https://...\\"}]. 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Attio API"},"parentObject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object type slug to filter notes by (e.g. people, companies)"},"parentRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record ID to filter notes by"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of notes to return (default 10, max 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of notes to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_list_objects":{"id":"attio_list_objects","name":"Attio List Objects","description":"List all objects (system and custom) in the Attio workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"}},"oauth":{"required":true,"provider":"attio"}},"attio_list_records":{"id":"attio_list_records","name":"Attio List Records","description":"Query and list records for a given object type (e.g. people, companies)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object type slug (e.g. people, companies)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON filter object for querying records"},"sorts":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort objects, e.g. [{\\"direction\\":\\"asc\\",\\"attribute\\":\\"name\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default 500)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_list_tasks":{"id":"attio_list_tasks","name":"Attio List Tasks","description":"List tasks in Attio, optionally filtered by record, assignee, or completion status","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"linkedObject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object type slug to filter tasks by (requires linkedRecordId)"},"linkedRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record ID to filter tasks by (requires linkedObject)"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee email or member ID to filter 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filter object for querying entries"},"sorts":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort objects (e.g. [{\\"attribute\\":\\"created_at\\",\\"direction\\":\\"desc\\"}])"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (default 500)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of entries to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_search_records":{"id":"attio_search_records","name":"Attio Search Records","description":"Fuzzy search for records across object types in Attio","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (max 256 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configuration"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_list":{"id":"attio_update_list","name":"Attio Update List","description":"Update a list in Attio","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"list":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID or slug to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the list"},"apiSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New API slug for the list"},"workspaceAccess":{"type":"string","required":false,"visibility":"user-or-llm","description":"New workspace-level access: full-access, read-and-write, or read-only (omit for private)"},"workspaceMemberAccess":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of member access entries, e.g. [{\\"workspace_member_id\\":\\"...\\",\\"level\\":\\"read-and-write\\"}]"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_list_entry":{"id":"attio_update_list_entry","name":"Attio Update List Entry","description":"Update entry attribute values on an Attio list entry (appends multiselect values)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"list":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID or slug"},"entryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The entry ID to update"},"entryValues":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of entry attribute values to update"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_object":{"id":"attio_update_object","name":"Attio Update Object","description":"Update a custom object in Attio","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"object":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID or slug to update"},"apiSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New API slug"},"singularNoun":{"type":"string","required":false,"visibility":"user-or-llm","description":"New singular display name"},"pluralNoun":{"type":"string","required":false,"visibility":"user-or-llm","description":"New plural display name"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_record":{"id":"attio_update_record","name":"Attio Update Record","description":"Update an existing record in Attio (appends multiselect values)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object type slug (e.g. people, companies)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the record to update"},"values":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of attribute values to update"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_task":{"id":"attio_update_task","name":"Attio Update Task","description":"Update a task in Attio (deadline, completion status, linked records, assignees)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update"},"deadlineAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"New deadline in ISO 8601 format"},"isCompleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the task is completed"},"linkedRecords":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of linked records"},"assignees":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of assignees"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_webhook":{"id":"attio_update_webhook","name":"Attio Update Webhook","description":"Update a webhook in Attio (target URL and/or subscriptions)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to update"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS target URL for webhook delivery"},"subscriptions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of subscriptions, e.g. [{\\"event_type\\":\\"note.created\\"}]"}},"oauth":{"required":true,"provider":"attio"}},"azure_devops_add_comment":{"id":"azure_devops_add_comment","name":"Azure DevOps Add Comment","description":"Add a comment to a work item in Azure DevOps.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to comment on"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text (HTML supported, e.g. \\"<p>My comment</p>\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_create_work_item":{"id":"azure_devops_create_work_item","name":"Azure DevOps Create Work Item","description":"Create a new Basic-process work item (Issue, Task, or Epic) in Azure DevOps. 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Use Issue for bug or defect tracking."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the new work item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML description of the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name of the user to assign the work item to (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Area path for the work item, e.g. \\"MyProject\\\\\\\\Team\\" (optional)"},"iterationPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Iteration path for the work item, e.g. \\"MyProject\\\\\\\\Sprint 1\\" (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags, e.g. \\"issue; p1; auth\\" (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_get_build_log":{"id":"azure_devops_get_build_log","name":"Azure DevOps Get Build Log","description":"Fetch the text content of a specific build log in Azure DevOps. Use List Build Logs first to get the log ID. Optionally retrieve only a line range with startLine/endLine.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID containing the log"},"logId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The log entry ID to fetch (from List Build Logs)"},"startLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"First line to return (1-based, inclusive)"},"endLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"Last line to return (1-based, inclusive)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_build_timeline":{"id":"azure_devops_get_build_timeline","name":"Azure DevOps Get Build Timeline","description":"Get the execution timeline for an Azure DevOps build — every stage, job, and task with its result and log ID. Use this to identify which steps failed before fetching their logs with Get Build Log.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the build whose timeline to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_comments":{"id":"azure_devops_get_comments","name":"Azure DevOps Get Comments","description":"List comments for an Azure DevOps work item.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item whose comments should be listed"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating comments"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether deleted comments should be returned"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional comment data to include: none, reactions, renderedText, renderedTextOnly, all"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: asc or desc"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_pipeline":{"id":"azure_devops_get_pipeline","name":"Azure DevOps Get Pipeline","description":"Get details for a specific pipeline in an Azure DevOps project, including configuration and repository info.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline to retrieve"},"pipelineVersion":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific revision of the pipeline to retrieve (defaults to latest)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_get_pipeline_run":{"id":"azure_devops_get_pipeline_run","name":"Azure DevOps Get Pipeline Run","description":"Get details for a specific pipeline run in an Azure DevOps project. 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Pass comma-separated IDs (e.g. \\"123,456,789\\"). Requests with more than 200 IDs are automatically split into chunks.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"ids":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated work item IDs to fetch (e.g. \\"123,456,789\\"). Lists longer than 200 IDs are chunked automatically."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_work_items_between_builds":{"id":"azure_devops_get_work_items_between_builds","name":"Azure DevOps Get Work Items Between Builds","description":"Get work item references associated with commits between two builds in Azure DevOps. Returns work item IDs and URLs — use Get Work Items Batch for full field details.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"fromBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The older build ID (start of range)"},"toBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The newer build ID (end of range)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_build_logs":{"id":"azure_devops_list_build_logs","name":"Azure DevOps List Build Logs","description":"List all log entries for a specific build in Azure DevOps. Returns log IDs, types, and line counts — use the log ID with the Get Build Log tool to fetch actual log text.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID whose logs to list"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_builds":{"id":"azure_devops_list_builds","name":"Azure DevOps List Builds","description":"List builds in an Azure DevOps project. Optionally filter by pipeline definition, status, result, or branch.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"definitionIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated pipeline definition IDs to filter by (e.g. \\"1,2,3\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of builds to return"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by build status: inProgress, completed, cancelling, postponed, notStarted, none"},"resultFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by build result: succeeded, partiallySucceeded, failed, canceled"},"branchName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source branch name (e.g. \\"refs/heads/main\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_pipeline_runs":{"id":"azure_devops_list_pipeline_runs","name":"Azure DevOps List Pipeline Runs","description":"List runs for a specific pipeline in an Azure DevOps project. 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Returns pipeline ID, name, folder, revision, and URL.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort results by (e.g. \\"name\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pipelines to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating results"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_query_work_items":{"id":"azure_devops_query_work_items","name":"Azure DevOps Query Work Items","description":"Execute a WIQL query to search for work items in Azure DevOps and return full field details. Use TOP N in your query to limit results (Azure enforces a 200-item maximum per batch fetch).","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"wiqlQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"WIQL query string (e.g. \\"SELECT [System.Id] FROM workitems WHERE [System.State] = \'Doing\' ORDER BY [System.Id] ASC\\"). Use TOP N to limit results."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_update_work_item":{"id":"azure_devops_update_work_item","name":"Azure DevOps Update Work Item","description":"Update one or more fields on an existing work item in Azure DevOps. Provide only the fields you want to change.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the work item (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New HTML description for the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name to reassign the work item to (optional)"},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"New area path for the work item (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low) (optional)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for Basic-process work items: \\"To Do\\", \\"Doing\\", or \\"Done\\" (optional)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags to set on the work item (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"box_copy_file":{"id":"box_copy_file","name":"Box Copy File","description":"Copy a file to another folder in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to copy"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination folder"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional new name for the copied file"}},"oauth":{"required":true,"provider":"box"}},"box_create_folder":{"id":"box_create_folder","name":"Box Create Folder","description":"Create a new folder in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new folder"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the parent folder (use \\"0\\" for root)"}},"oauth":{"required":true,"provider":"box"}},"box_delete_file":{"id":"box_delete_file","name":"Box Delete File","description":"Delete a file from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to delete"}},"oauth":{"required":true,"provider":"box"}},"box_delete_folder":{"id":"box_delete_folder","name":"Box Delete Folder","description":"Delete a folder from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"folderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to delete"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete folder and all its contents recursively"}},"oauth":{"required":true,"provider":"box"}},"box_download_file":{"id":"box_download_file","name":"Box Download File","description":"Download a file from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to download"}},"oauth":{"required":true,"provider":"box"}},"box_get_file_info":{"id":"box_get_file_info","name":"Box Get File Info","description":"Get detailed information about a file in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to get information about"}},"oauth":{"required":true,"provider":"box"}},"box_list_folder_items":{"id":"box_list_folder_items","name":"Box List Folder Items","description":"List files and folders in a Box folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"folderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to list items from (use \\"0\\" for root)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return per page"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The offset for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: id, name, date, or size"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: ASC or DESC"}},"oauth":{"required":true,"provider":"box"}},"box_search":{"id":"box_search","name":"Box Search","description":"Search for files and folders in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query string"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The offset for pagination"},"ancestorFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict search to a specific folder and its subfolders"},"fileExtensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated file extensions to filter by (e.g., pdf,docx)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to a specific content type: file, folder, or web_link"}},"oauth":{"required":true,"provider":"box"}},"box_sign_cancel_request":{"id":"box_sign_cancel_request","name":"Box Sign Cancel Request","description":"Cancel a pending Box Sign request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to cancel"}},"oauth":{"required":true,"provider":"box"}},"box_sign_create_request":{"id":"box_sign_create_request","name":"Box Sign Create Request","description":"Create a new Box Sign request to send documents for e-signature","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"sourceFileIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated Box file IDs to send for signing"},"signerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Primary signer email address"},"signerRole":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary signer role: signer, approver, or final_copy_reader (default: signer)"},"additionalSigners":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of additional signers, e.g. [{\\"email\\":\\"user@example.com\\",\\"role\\":\\"signer\\"}]"},"parentFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Box folder ID where signed documents will be stored (default: user root)"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom subject line for the signing email"},"emailMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom message in the signing email body"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sign request"},"daysValid":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before the request expires (0-730)"},"areRemindersEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send automatic signing reminders"},"areTextSignaturesEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to allow typed (text) signatures"},"signatureColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signature color: blue, black, or red"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after signing"},"declinedRedirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after declining"},"isDocumentPreparationNeeded":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether document preparation is needed before sending"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system reference ID"}},"oauth":{"required":true,"provider":"box"}},"box_sign_get_request":{"id":"box_sign_get_request","name":"Box Sign Get Request","description":"Get the details and status of a Box Sign request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to retrieve"}},"oauth":{"required":true,"provider":"box"}},"box_sign_list_requests":{"id":"box_sign_list_requests","name":"Box Sign List Requests","description":"List all Box Sign requests","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign requests to return (max 1000)"},"marker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination marker from a previous response"}},"oauth":{"required":true,"provider":"box"}},"box_sign_resend_request":{"id":"box_sign_resend_request","name":"Box Sign Resend Request","description":"Resend a Box Sign request to signers who have not yet signed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to resend"}},"oauth":{"required":true,"provider":"box"}},"box_update_file":{"id":"box_update_file","name":"Box Update File","description":"Update file info in Box (rename, move, change description, add tags)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the file"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the file (max 256 characters)"},"parentFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Move the file to a different folder by specifying the folder ID"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to set on the file"}},"oauth":{"required":true,"provider":"box"}},"box_upload_file":{"id":"box_upload_file","name":"Box Upload File","description":"Upload a file to a Box folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to upload the file to (use \\"0\\" for root)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename override"}},"oauth":{"required":true,"provider":"box"}},"brandfetch_get_brand":{"id":"brandfetch_get_brand","name":"Brandfetch Get Brand","description":"Retrieve brand assets including logos, colors, fonts, and company info by domain, ticker, ISIN, or crypto symbol","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Brand identifier: domain (nike.com), stock ticker (NKE), ISIN (US6541061031), or crypto symbol (BTC)"}}},"brandfetch_search":{"id":"brandfetch_search","name":"Brandfetch Search","description":"Search for brands by name and find their domains and logos","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company or brand name to search for"}}},"brex_archive_budget":{"id":"brex_archive_budget","name":"Brex Archive Budget","description":"Archive a Brex budget, making any spend limits beneath it unusable for future expenses and removing it from the UI","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the budget to archive"}}},"brex_create_budget":{"id":"brex_create_budget","name":"Brex Create Budget","description":"Create a new budget in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the budget"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of what the budget is used for"},"parentBudgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the parent budget"},"periodRecurrenceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Period type of the budget (WEEKLY, MONTHLY, QUARTERLY, YEARLY, ONE_TIME)"},"amount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Budget amount, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code (defaults to USD)"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the budget owners"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should stop counting (YYYY-MM-DD)"}}},"brex_create_spend_limit":{"id":"brex_create_spend_limit","name":"Brex Create Spend Limit","description":"Create a new spend limit (hard-authorization card program) in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the spend limit"},"periodRecurrenceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Period type of the spend limit (PER_WEEK, PER_MONTH, PER_QUARTER, PER_YEAR, ONE_TIME)"},"spendType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the spend limit can only be spent from cards it provisions (BUDGET_PROVISIONED_CARDS_ONLY, NON_BUDGET_PROVISIONED_CARDS_ALLOWED)"},"expenseVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether expenses on this spend limit are viewable by all members (SHARED, PRIVATE)"},"authorizationVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the limit amount is visible to all members, or just controllers/bookkeepers/owners (PUBLIC, PRIVATE)"},"limitIncreaseSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether members can request limit increases (ENABLED, DISABLED)"},"autoTransferCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto transfer works for virtual cards on this spend limit (DISABLED, ENABLED)"},"autoCreateLimitCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto limit card creation works for members (DISABLED, ALL_MEMBERS)"},"expensePolicyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the expense policy corresponding to this spend limit"},"baseLimitAmount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Base spend limit amount, without increases/rollovers, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code for the base limit (defaults to USD)"},"authorizationType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether authorizations decline based on available balance (HARD, SOFT)"},"rolloverRefreshRate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurrence at which rolled-over unused funds stop rolling over (OFF, NEVER, PER_MONTH, PER_QUARTER, PER_YEAR)"},"limitBufferPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Flexible buffer on the limit as a 0-100 percentage"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of what the spend limit is used for"},"parentBudgetId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the parent budget"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should expire (YYYY-MM-DD)"},"transactionLimitAmount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Per-transaction limit this spend limit enforces, in the smallest unit of the currency"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit owners"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit members"}}},"brex_create_transfer":{"id":"brex_create_transfer","name":"Brex Create Transfer","description":"Create a money transfer from a Brex cash account to a vendor","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cashAccountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Brex cash account to send the transfer from (found via the /accounts endpoint)"},"vendorPaymentInstrumentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor\'s payment instrument to send the transfer to (from the vendor\'s payment_accounts)"},"amount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Amount to transfer, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code (defaults to USD)"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the transfer for internal use (not exposed externally)"},"externalMemo":{"type":"string","required":true,"visibility":"user-or-llm","description":"External memo shown to the recipient (max 90 characters for ACH/Wire, 40 for Cheque)"},"approvalType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to MANUAL to require cash admin approval before the transfer is sent"},"isPproEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable Principal Protection (PPRO) to have Brex cover intermediary/receiving bank fees (international wires only)"}}},"brex_create_vendor":{"id":"brex_create_vendor","name":"Brex Create Vendor","description":"Create a new vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"companyName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the vendor (must be unique)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number for the vendor"}}},"brex_get_budget":{"id":"brex_get_budget","name":"Brex Get Budget","description":"Get a Brex budget by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the budget to fetch"}}},"brex_get_cash_account":{"id":"brex_get_cash_account","name":"Brex Get Cash Account","description":"Get a Brex cash account by ID, or the primary cash account when no ID is provided","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the cash account (defaults to the primary cash account)"}}},"brex_get_company":{"id":"brex_get_company","name":"Brex Get Company","description":"Get the Brex company associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_get_current_user":{"id":"brex_get_current_user","name":"Brex Get Current User","description":"Get the Brex user associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_get_expense":{"id":"brex_get_expense","name":"Brex Get Expense","description":"Get a single Brex expense by its ID, including merchant, user, and receipt details","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the expense to fetch"}}},"brex_get_spend_limit":{"id":"brex_get_spend_limit","name":"Brex Get Spend Limit","description":"Get a Brex spend limit by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"spendLimitId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the spend limit to fetch"}}},"brex_get_transfer":{"id":"brex_get_transfer","name":"Brex Get Transfer","description":"Get a Brex money transfer by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"transferId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the transfer to fetch"}}},"brex_get_user":{"id":"brex_get_user","name":"Brex Get User","description":"Get a Brex user by their ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to fetch"}}},"brex_get_vendor":{"id":"brex_get_vendor","name":"Brex Get Vendor","description":"Get a Brex vendor by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to fetch"}}},"brex_list_budgets":{"id":"brex_list_budgets","name":"Brex List Budgets","description":"List budgets in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of budgets to return (default 100, max 1000)"}}},"brex_list_card_accounts":{"id":"brex_list_card_accounts","name":"Brex List Card Accounts","description":"List all Brex card accounts with balances and limits","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_list_card_statements":{"id":"brex_list_card_statements","name":"Brex List Card Statements","description":"List finalized statements for the primary Brex card account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of statements to return (default 100, max 1000)"}}},"brex_list_card_transactions":{"id":"brex_list_card_transactions","name":"Brex List Card Transactions","description":"List settled card transactions for all Brex card accounts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter transactions by cardholder"},"postedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include transactions posted at or after this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transactions to return (default 100, max 1000)"}}},"brex_list_cards":{"id":"brex_list_cards","name":"Brex List Cards","description":"List cards in the Brex account, optionally filtered by card owner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter cards by the ID of the card owner"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of cards to return (default 100, max 1000)"}}},"brex_list_cash_accounts":{"id":"brex_list_cash_accounts","name":"Brex List Cash Accounts","description":"List all Brex cash accounts with balances and account details","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of accounts to return (default 100, max 1000)"}}},"brex_list_cash_statements":{"id":"brex_list_cash_statements","name":"Brex List Cash Statements","description":"List finalized statements for a Brex cash account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the cash account to list statements for"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of statements to return (default 100, max 1000)"}}},"brex_list_cash_transactions":{"id":"brex_list_cash_transactions","name":"Brex List Cash Transactions","description":"List transactions for a Brex cash account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the cash account to list transactions for"},"postedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include transactions posted at or after this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transactions to return (default 100, max 1000)"}}},"brex_list_departments":{"id":"brex_list_departments","name":"Brex List Departments","description":"List departments in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter departments by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of departments to return (default 100, max 1000)"}}},"brex_list_expenses":{"id":"brex_list_expenses","name":"Brex List Expenses","description":"List expenses in the Brex account with optional filters for user, status, payment status, and purchase date range","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter expenses by owner"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated expense statuses to filter by: DRAFT, SUBMITTED, APPROVED, OUT_OF_POLICY, VOID, CANCELED, SPLIT, SETTLED"},"paymentStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated payment statuses to filter by: NOT_STARTED, PROCESSING, CANCELED, DECLINED, CLEARED, REFUNDING, REFUNDED, CASH_ADVANCE, CREDITED, AWAITING_PAYMENT, SCHEDULED"},"purchasedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include expenses purchased at or after this ISO 8601 timestamp"},"purchasedAtEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include expenses purchased at or before this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of expenses to return (max 100)"}}},"brex_list_locations":{"id":"brex_list_locations","name":"Brex List Locations","description":"List locations in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter locations by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of locations to return (default 100, max 1000)"}}},"brex_list_spend_limits":{"id":"brex_list_spend_limits","name":"Brex List Spend Limits","description":"List spend limits in the Brex account, optionally filtered by member user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter spend limits by member"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of spend limits to return (default 100, max 1000)"}}},"brex_list_titles":{"id":"brex_list_titles","name":"Brex List Titles","description":"List job titles in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter titles by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of titles to return (default 100, max 1000)"}}},"brex_list_transfers":{"id":"brex_list_transfers","name":"Brex List Transfers","description":"List money transfers in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transfers to return (default 100, max 1000)"}}},"brex_list_users":{"id":"brex_list_users","name":"Brex List Users","description":"List users in the Brex account, optionally filtered by email","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by exact email address"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of users to return (default 100, max 1000)"}}},"brex_list_vendors":{"id":"brex_list_vendors","name":"Brex List Vendors","description":"List vendors in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter vendors by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of vendors to return (default 100, max 1000)"}}},"brex_match_receipt":{"id":"brex_match_receipt","name":"Brex Match Receipt","description":"Upload a receipt file and let Brex automatically match it with existing expenses","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"Receipt file to upload (max 50 MB)"},"receiptName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Receipt file name including extension (defaults to the uploaded file name)"}}},"brex_update_expense":{"id":"brex_update_expense","name":"Brex Update Expense","description":"Update the memo of a Brex card expense","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the card expense to update"},"memo":{"type":"string","required":true,"visibility":"user-or-llm","description":"New memo for the expense"}}},"brex_update_vendor":{"id":"brex_update_vendor","name":"Brex Update Vendor","description":"Update an existing vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to update"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the vendor"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"New email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New phone number for the vendor"}}},"brex_upload_receipt":{"id":"brex_upload_receipt","name":"Brex Upload Receipt","description":"Upload a receipt file and attach it to a specific Brex card expense","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the card expense to attach the receipt to"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"Receipt file to upload (max 50 MB)"},"receiptName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Receipt file name including extension (defaults to the uploaded file name)"}}},"brightdata_cancel_snapshot":{"id":"brightdata_cancel_snapshot","name":"Bright Data Cancel Snapshot","description":"Cancel an active Bright Data scraping job using its snapshot ID. Terminates data collection in progress.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID of the collection to cancel (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_discover":{"id":"brightdata_discover","name":"Bright Data Discover","description":"AI-powered web discovery that finds and ranks results by intent. Returns up to 20 results with optional cleaned page content for RAG and verification.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"competitor pricing changes enterprise plan\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-20). Defaults to 10"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search depth and ranking mode: \\"standard\\" (balanced), \\"deep\\" (exhaustive, broader search), \\"fast\\" (optimized for speed), or \\"zeroRanking\\" (raw volume without AI filtering). Defaults to \\"standard\\""},"intent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Describes what the agent is trying to accomplish, used to rank results by relevance (e.g., \\"find official pricing pages and change notes\\")"},"includeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include cleaned page content in results"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" or \\"md\\". Defaults to \\"json\\""},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search language code (e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to \\"en\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO country code for localized results (e.g., \\"us\\", \\"gb\\")"}}},"brightdata_download_snapshot":{"id":"brightdata_download_snapshot","name":"Bright Data Download Snapshot","description":"Download the results of a completed Bright Data scraping job using its snapshot ID. The snapshot must have ready status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\", \\"ndjson\\", \\"jsonl\\", or \\"csv\\". Defaults to \\"json\\""},"compress":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to compress the results"}}},"brightdata_scrape_dataset":{"id":"brightdata_scrape_dataset","name":"Bright Data Scrape Dataset","description":"Trigger a Bright Data pre-built scraper to extract structured data from URLs. Supports 660+ scrapers for platforms like Amazon, LinkedIn, Instagram, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset scraper ID from your Bright Data dashboard (e.g., \\"gd_l1viktl72bvl7bjuj0\\")"},"urls":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of URL objects to scrape (e.g., [{\\"url\\": \\"https://example.com/product\\"}])"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\" or \\"csv\\". Defaults to \\"json\\""},"includeErrors":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include a per-input error report in the results"}}},"brightdata_scrape_url":{"id":"brightdata_scrape_url","name":"Bright Data Scrape URL","description":"Fetch content from any URL using Bright Data Web Unlocker. Bypasses anti-bot protections, CAPTCHAs, and IP blocks automatically.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Web Unlocker zone name from your Bright Data dashboard (e.g., \\"web_unlocker1\\")"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to scrape (e.g., \\"https://example.com/page\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"raw\\" for HTML or \\"json\\" for parsed content. Defaults to \\"raw\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for geo-targeting (e.g., \\"us\\", \\"gb\\")"},"dataFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Convert the response to \\"markdown\\" instead of raw HTML, useful for feeding page content to an LLM. Omit for the default HTML/JSON response"}}},"brightdata_serp_search":{"id":"brightdata_serp_search","name":"Bright Data SERP Search","description":"Search Google, Bing, DuckDuckGo, or Yandex and get structured search results using Bright Data SERP API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"SERP API zone name from your Bright Data dashboard (e.g., \\"serp_api1\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"best project management tools\\")"},"searchEngine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search engine to use: \\"google\\", \\"bing\\", \\"duckduckgo\\", or \\"yandex\\". Defaults to \\"google\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for localized results (e.g., \\"us\\", \\"gb\\")"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter language code (e.g., \\"en\\", \\"es\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20). Defaults to 10"}}},"brightdata_snapshot_status":{"id":"brightdata_snapshot_status","name":"Bright Data Snapshot Status","description":"Check the progress of an async Bright Data scraping job. 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Format: E.164 phone number (e.g., \\"+14155551234\\")"},"eventGuests":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional guests to copy on the invite. Format: array of email strings (max 10, e.g., [\\"guest@example.com\\"])"}}},"calendly_create_invitee_no_show":{"id":"calendly_create_invitee_no_show","name":"Calendly Mark Invitee No-Show","description":"Mark an invitee of a scheduled event as a no-show","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"inviteeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full invitee URI to mark as a no-show. Format: URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123/invitees/def456\\")"}}},"calendly_create_scheduling_link":{"id":"calendly_create_scheduling_link","name":"Calendly Create Scheduling Link","description":"Create a single-use scheduling link for an event type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type the link books. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"}}},"calendly_create_webhook":{"id":"calendly_create_webhook","name":"Calendly Create Webhook","description":"Create a new webhook subscription to receive real-time event notifications","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"url":{"type":"string","required":true,"visibility":"user-only","description":"URL to receive webhook events (must be HTTPS)"},"events":{"type":"json","required":true,"visibility":"user-only","description":"Array of event types to subscribe to (e.g., [\\"invitee.created\\", \\"invitee.canceled\\"])"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User URI (required for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook scope. Format: \\"organization\\" or \\"user\\""},"signing_key":{"type":"string","required":false,"visibility":"user-only","description":"Optional signing key to verify webhook signatures"}}},"calendly_delete_invitee_no_show":{"id":"calendly_delete_invitee_no_show","name":"Calendly Unmark Invitee No-Show","description":"Remove the no-show status from an invitee","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"noShowUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"No-show UUID to remove. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/invitee_no_shows/abc123-def456\\")"}}},"calendly_delete_webhook":{"id":"calendly_delete_webhook","name":"Calendly Delete Webhook","description":"Delete a webhook subscription","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"webhookUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook subscription UUID to delete. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/webhook_subscriptions/abc123-def456\\")"}}},"calendly_get_current_user":{"id":"calendly_get_current_user","name":"Calendly Get Current User","description":"Get information about the currently authenticated Calendly user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"}}},"calendly_get_event_invitee":{"id":"calendly_get_event_invitee","name":"Calendly Get Event Invitee","description":"Retrieve a single invitee of a scheduled event, including their intake answers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"inviteeUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Invitee UUID. Format: UUID (e.g., \\"abc123-def456\\") or full invitee URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123/invitees/def456\\")"}}},"calendly_get_event_type":{"id":"calendly_get_event_type","name":"Calendly Get Event Type","description":"Get detailed information about a specific event type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"}}},"calendly_get_scheduled_event":{"id":"calendly_get_scheduled_event","name":"Calendly Get Scheduled Event","description":"Get detailed information about a specific scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"}}},"calendly_get_user":{"id":"calendly_get_user","name":"Calendly Get User","description":"Get information about a specific Calendly user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID. Format: UUID (e.g., \\"abc123-def456\\"), full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\"), or the constant \\"me\\" for the authenticated user"}}},"calendly_list_event_invitees":{"id":"calendly_list_event_invitees","name":"Calendly List Event Invitees","description":"Retrieve a list of invitees for a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter invitees by email address"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_event_type_available_times":{"id":"calendly_list_event_type_available_times","name":"Calendly List Event Type Available Times","description":"Retrieve bookable time slots for an event type within a date range","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type to check. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the availability range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the availability range. Must be in the future and no more than 31 days after the start. Format: ISO 8601 (e.g., \\"2024-01-15T00:00:00Z\\")"}}},"calendly_list_event_types":{"id":"calendly_list_event_types","name":"Calendly List Event Types","description":"Retrieve a list of all event types for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this user. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this organization. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"name:asc\\", \\"name:desc\\")"},"active":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, show only active event types. When false or unchecked, show all event types (both active and inactive)."}}},"calendly_list_organization_memberships":{"id":"calendly_list_organization_memberships","name":"Calendly List Organization Memberships","description":"Retrieve the members of an organization, including each member profile and role","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return memberships that belong to this organization. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return memberships that belong to this user. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter memberships by member email address"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role. Format: \\"owner\\", \\"admin\\", or \\"user\\""},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"}}},"calendly_list_routing_form_submissions":{"id":"calendly_list_routing_form_submissions","name":"Calendly List Routing Form Submissions","description":"Retrieve the submissions of a routing form, including answers and routing result","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"formUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Routing form whose submissions are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/routing_forms/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}}},"calendly_list_routing_forms":{"id":"calendly_list_routing_forms","name":"Calendly List Routing Forms","description":"Retrieve the routing forms of an organization, including their questions","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization whose routing forms are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}}},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this organization. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"invitee_email":{"type":"string","required":false,"visibility":"user-only","description":"Return events where invitee has this email"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"max_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time before this time. Format: ISO 8601 (e.g., \\"2024-01-15T09:00:00Z\\")"},"min_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time after this time. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_user_availability_schedules":{"id":"calendly_list_user_availability_schedules","name":"Calendly List User Availability Schedules","description":"Retrieve a user\'s availability schedules, working hours, and date overrides","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose schedules are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}}},"calendly_list_user_busy_times":{"id":"calendly_list_user_busy_times","name":"Calendly List User Busy Times","description":"Retrieve a user\'s internal and external busy times within a date range, based on their connected calendars","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose busy times are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the requested range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the requested range. Must be after the start and no more than 7 days later. Format: ISO 8601 (e.g., \\"2024-01-07T00:00:00Z\\")"}}},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope of the webhooks to list. Format: \\"organization\\", \\"user\\", or \\"group\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}}},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}}},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}}},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}}},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}}},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}}},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}}},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether Clerk sends the invitation email (default true)"}}},"clerk_create_user":{"id":"clerk_create_user","name":"Create User in Clerk","description":"Create a new user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email addresses for the user (comma-separated for multiple)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone numbers for the user (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the user (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password for the user (minimum 8 characters)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier (must be unique)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object, readable from frontend)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object, backend only)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object, modifiable from frontend)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"},"skipPasswordRequirement":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Make password optional"}}},"clerk_delete_allowlist_identifier":{"id":"clerk_delete_allowlist_identifier","name":"Delete Allowlist Identifier from Clerk","description":"Remove an identifier from your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the allowlist identifier to delete"}}},"clerk_delete_blocklist_identifier":{"id":"clerk_delete_blocklist_identifier","name":"Delete Blocklist Identifier from Clerk","description":"Remove an identifier from your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_jwt_template":{"id":"clerk_get_jwt_template","name":"Get JWT Template from Clerk","description":"Retrieve a single custom JWT template by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the JWT template to retrieve"}}},"clerk_get_organization":{"id":"clerk_get_organization","name":"Get Organization from Clerk","description":"Retrieve a single organization by ID or slug from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: pending, accepted, revoked, or expired"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invited email address"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (created_at, email_address) with +/- prefix (default: -created_at)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_organization_memberships":{"id":"clerk_list_organization_memberships","name":"List Organization Memberships from Clerk","description":"List members of a Clerk organization with optional filtering and 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org:admin,org:member)"}}},"clerk_list_organizations":{"id":"clerk_list_organizations","name":"List Organizations from Clerk","description":"List all organizations in your Clerk application with optional filtering","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"includeMembersCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include member count for each organization"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by organization ID, name, or slug (e.g., Acme Corp or acme-corp)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, created_at, members_count) with +/- prefix"}}},"clerk_list_sessions":{"id":"clerk_list_sessions","name":"List Sessions from Clerk","description":"List sessions for a user or client in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to list sessions for (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC; required if clientId not provided)"},"clientId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Client ID to list sessions for (required if userId not provided)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by session status (abandoned, active, ended, expired, pending, removed, replaced, revoked)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_users":{"id":"clerk_list_users","name":"List Users from Clerk","description":"List all users in your Clerk application with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field with optional +/- prefix for direction (default: -created_at)"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address (e.g., user@example.com or user1@example.com,user2@example.com)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by phone number (comma-separated for multiple)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by external ID (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by username (comma-separated for multiple)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user ID (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC or comma-separated for multiple)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to match across email, phone, username, and names (e.g., john or john@example.com)"}}},"clerk_lock_user":{"id":"clerk_lock_user","name":"Lock User in Clerk","description":"Lock a user account, blocking sign-in attempts","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to lock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_remove_organization_member":{"id":"clerk_remove_organization_member","name":"Remove Organization Member from Clerk","description":"Remove a member from a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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it","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the session to revoke (e.g., sess_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_unban_user":{"id":"clerk_unban_user","name":"Unban User in Clerk","description":"Remove a ban from a user, allowing them to sign in again","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to unban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_unlock_user":{"id":"clerk_unlock_user","name":"Unlock User in Clerk","description":"Unlock a previously locked user account","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to unlock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_update_organization":{"id":"clerk_update_organization","name":"Update Organization in Clerk","description":"Update an existing organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization to update (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the organization"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"adminDeleteEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether admins can delete the organization"}}},"clerk_update_organization_membership":{"id":"clerk_update_organization_membership","name":"Update Organization Membership in Clerk","description":"Change a member\'s role within a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the member whose role is being changed"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New role to assign, e.g. org:admin or org:member"}}},"clerk_update_user":{"id":"clerk_update_user","name":"Update User in Clerk","description":"Update an existing user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to update (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"New password (minimum 8 characters)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier"},"primaryEmailAddressId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of verified email to set as primary"},"primaryPhoneNumberId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of verified phone to set as primary"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"}}},"clickhouse_count_rows":{"id":"clickhouse_count_rows","name":"ClickHouse Count Rows","description":"Count rows in a ClickHouse table, optionally filtered","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse server hostname (e.g., your-instance.clickhouse.cloud)"},"port":{"type":"number","required":true,"visibility":"user-only","description":"ClickHouse HTTP interface port (8443 for HTTPS, 8123 for HTTP)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse username"},"password":{"type":"string","required":false,"visibility":"user-only","description":"ClickHouse 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Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Gets all settings for a zone including SSL mode, caching level, and security settings.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter certificate packs by status (e.g., \\"all\\", \\"active\\", \\"pending\\")"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). 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Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a 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Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for 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\\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}}},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete Stack","description":"Delete a CloudFormation stack and its 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name or ID to describe (omit to list all stacks)"}}},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}}},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change Set","description":"Apply a previously created and reviewed change set to its 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us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"templateStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which template version to retrieve: Processed (default, with transforms applied) or Original (as submitted)"}}},"cloudformation_get_template_summary":{"id":"cloudformation_get_template_summary","name":"CloudFormation Get Template Summary","description":"Get a summary of a template or deployed stack: resource types, required capabilities, and parameters, without full validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., 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Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}}},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}}},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack instead of providing templateBody"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"}}},"cloudformation_validate_template":{"id":"cloudformation_validate_template","name":"CloudFormation Validate Template","description":"Validate a CloudFormation template for syntax and structural correctness","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"}}},"cloudwatch_describe_alarm_history":{"id":"cloudwatch_describe_alarm_history","name":"CloudWatch Describe Alarm History","description":"Retrieve state-change and configuration history for CloudWatch alarms","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"alarmName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a specific alarm to retrieve history for. 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Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories":{"id":"cursor_list_repositories","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories_v2":{"id":"cursor_list_repositories_v2","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_stop_agent":{"id":"cursor_stop_agent","name":"Cursor Stop Agent","description":"Stop a running cloud agent. This pauses the agent without deleting it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_stop_agent_v2":{"id":"cursor_stop_agent_v2","name":"Cursor Stop Agent","description":"Stop a running cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"dagster_delete_run":{"id":"dagster_delete_run","name":"Dagster Delete Run","description":"Permanently delete a Dagster run record.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to delete"}}},"dagster_get_asset":{"id":"dagster_get_asset","name":"Dagster Get Asset","description":"Get an asset definition and its latest materialization by asset key.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"dagster_get_run":{"id":"dagster_get_run","name":"Dagster Get Run","description":"Get the status and details of a Dagster run by its ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3000)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to retrieve"}}},"dagster_get_run_logs":{"id":"dagster_get_run_logs","name":"Dagster Get Run Logs","description":"Fetch execution event logs for a Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to fetch logs for"},"afterCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for paginating through log events (from a previous response)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log 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object (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags as a JSON array of {key, value} objects (optional)"}}},"dagster_list_assets":{"id":"dagster_list_assets","name":"Dagster List Assets","description":"List assets tracked by a Dagster instance, optionally filtered by key prefix.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slash-delimited asset key prefix to filter by, e.g. \\"raw\\" or \\"raw/events\\" (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset key cursor from a previous response, for pagination (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assets to return per page (default 100)"}}},"dagster_list_jobs":{"id":"dagster_list_jobs","name":"Dagster List Jobs","description":"List all jobs across repositories in a Dagster instance.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"}}},"dagster_list_runs":{"id":"dagster_list_runs","name":"Dagster List Runs","description":"List Dagster runs with optional filters by job name, status, and creation-time range, plus cursor pagination.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"jobName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter runs by job name (optional)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by, e.g. \\"SUCCESS,FAILURE\\" (optional)"},"createdAfter":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or after this Unix timestamp in seconds (optional)"},"createdBefore":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or before this Unix timestamp in seconds (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to page after, from a previous response cursor (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (default 20)"}}},"dagster_list_schedules":{"id":"dagster_list_schedules","name":"Dagster List Schedules","description":"List all schedules in a Dagster repository, optionally filtered by status.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code 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(leave blank for OSS / self-hosted)"},"parentRunId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to reexecute"},"strategy":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reexecution strategy: ALL_STEPS reruns everything, FROM_FAILURE resumes from failed steps, FROM_ASSET_FAILURE resumes from failed assets"}}},"dagster_report_asset_materialization":{"id":"dagster_report_asset_materialization","name":"Dagster Report Asset Materialization","description":"Report an external (runless) materialization or observation for an asset.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to report against, e.g. \\"my_asset\\" or \\"raw/events\\""},"eventType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type to report: ASSET_MATERIALIZATION (default) or ASSET_OBSERVATION"},"partitionKeys":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated partition keys to report against (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description for the reported event (optional)"}}},"dagster_start_schedule":{"id":"dagster_start_schedule","name":"Dagster Start Schedule","description":"Enable (start) a schedule in a Dagster repository.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or 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API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"sensorName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the sensor to start"}}},"dagster_stop_schedule":{"id":"dagster_stop_schedule","name":"Dagster Stop Schedule","description":"Disable (stop) a running schedule in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the schedule to stop — available from dagster_list_schedules output"}}},"dagster_stop_sensor":{"id":"dagster_stop_sensor","name":"Dagster Stop Sensor","description":"Disable (stop) a running sensor in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the sensor to stop — available from dagster_list_sensors output"}}},"dagster_terminate_run":{"id":"dagster_terminate_run","name":"Dagster Terminate Run","description":"Terminate an in-progress Dagster 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". Default: \\"50s\\""}}},"databricks_get_cluster":{"id":"databricks_get_cluster","name":"Databricks Get Cluster","description":"Get the state, configuration, and resource details of a single Databricks cluster by its cluster ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"clusterId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the cluster to retrieve"}}},"databricks_get_job":{"id":"databricks_get_job","name":"Databricks Get Job","description":"Get the full definition and settings of a single Databricks job by its job ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the job to retrieve"}}},"databricks_get_run":{"id":"databricks_get_run","name":"Databricks Get Run","description":"Get the status, timing, and details of a Databricks job run by its run ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the run"},"includeHistory":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include repair history in the response"},"includeResolvedValues":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include resolved parameter values in the response"}}},"databricks_get_run_output":{"id":"databricks_get_run_output","name":"Databricks Get Run Output","description":"Get the output of a completed Databricks job run, including notebook results, error messages, and logs. For multi-task jobs, use the task run ID (not the parent run ID).","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The run ID to get output for. For multi-task jobs, use the task run ID"}}},"databricks_get_statement":{"id":"databricks_get_statement","name":"Databricks Get Statement","description":"Poll a SQL statement by its ID to retrieve status and results. Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}}},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}}},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. Omit to list runs across all jobs"},"activeOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only include active runs (PENDING, RUNNING, or TERMINATING)"},"completedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only include completed runs"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (range 1-24, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"runType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run type (JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN)"},"startTimeFrom":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs started at or after this timestamp (epoch ms)"},"startTimeTo":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs started at or before this timestamp (epoch ms)"}}},"databricks_list_warehouses":{"id":"databricks_list_warehouses","name":"Databricks List Warehouses","description":"List all SQL warehouses in a Databricks workspace including their size, state, and type. Use this to discover the warehouse ID needed for Execute SQL.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_run_job":{"id":"databricks_run_job","name":"Databricks Run Job","description":"Trigger an existing Databricks job to run immediately with optional job-level or notebook parameters.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the job to trigger"},"jobParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job-level parameter overrides as a JSON object (e.g., {\\"key\\": \\"value\\"})"},"notebookParams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notebook task parameters as a JSON object (e.g., {\\"param1\\": \\"value1\\"})"},"idempotencyToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token to prevent duplicate runs (max 64 characters)"}}},"datadog_cancel_downtime":{"id":"datadog_cancel_downtime","name":"Datadog Cancel Downtime","description":"Cancel a scheduled downtime.","version":"1.0.0","params":{"downtimeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the downtime to cancel (e.g., \\"abc123def456\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_downtime":{"id":"datadog_create_downtime","name":"Datadog Create Downtime","description":"Schedule a downtime to suppress monitor notifications during maintenance windows.","version":"1.0.0","params":{"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope to apply downtime to (e.g., \\"host:myhost\\", \\"env:production\\", or \\"*\\" for all)"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to display during downtime"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime start in seconds (e.g., 1705320000, defaults to now)"},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime end in seconds (e.g., 1705323600)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the downtime (e.g., \\"America/New_York\\", \\"UTC\\", \\"Europe/London\\")"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific monitor ID to mute (e.g., \\"12345678\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated monitor tags to match (e.g., \\"team:backend,priority:high\\")"},"muteFirstRecoveryNotification":{"type":"boolean","required":false,"visibility":"user-only","description":"Mute the first recovery notification"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_event":{"id":"datadog_create_event","name":"Datadog Create Event","description":"Post an event to the Datadog event stream. Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. Supports markdown."},"alertType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alert type: error, warning, info, success, user_update, recommendation, or snapshot"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event priority: normal or low"},"host":{"type":"string","required":false,"visibility":"user-or-llm","description":"Host name to associate with this event (e.g., \\"web-server-01\\", \\"prod-api-1\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags (e.g., \\"env:production,service:api\\", \\"team:backend,priority:high\\")"},"aggregationKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Key to aggregate events together"},"sourceTypeName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source type name for the event"},"dateHappened":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the event occurred (e.g., 1705320000, defaults to now)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_downtimes":{"id":"datadog_list_downtimes","name":"Datadog List Downtimes","description":"List all scheduled downtimes in Datadog.","version":"1.0.0","params":{"currentOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return currently active downtimes"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by monitor ID (e.g., \\"12345678\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_monitors":{"id":"datadog_list_monitors","name":"Datadog List Monitors","description":"List all monitors in Datadog with optional filtering by name, tags, or state.","version":"1.0.0","params":{"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to filter by (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter monitors by name with partial match (e.g., \\"CPU\\", \\"Production\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to filter by (e.g., \\"env:prod,team:backend\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of monitor tags to filter by (e.g., \\"service:api,priority:high\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with monitors"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (0-indexed, e.g., 0, 1, 2)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of monitors per page (e.g., 50, max: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress notifications.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). If not specified, mutes indefinitely."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_logs":{"id":"datadog_query_logs","name":"Datadog Query Logs","description":"Search and retrieve logs from Datadog. Use for troubleshooting, analysis, or monitoring.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log search query using Datadog query syntax (e.g., \\"service:web-app status:error\\", \\"host:prod-* @http.status_code:500\\")"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time in ISO-8601 format or relative time (e.g., \\"now-1h\\", \\"now-15m\\", \\"2024-01-15T10:00:00Z\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time in ISO-8601 format or relative time (e.g., \\"now\\", \\"now-5m\\", \\"2024-01-15T12:00:00Z\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of logs to return (e.g., 50, 100, max: 1000)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"timestamp\\" for oldest first, \\"-timestamp\\" for newest first"},"indexes":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of log indexes to search"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_timeseries":{"id":"datadog_query_timeseries","name":"Datadog Query Timeseries","description":"Query metric timeseries data from Datadog. Use for analyzing trends, creating reports, or retrieving metric values.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Datadog metrics query (e.g., \\"avg:system.cpu.user{*}\\", \\"sum:nginx.requests{env:prod}.as_count()\\")"},"from":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start time as Unix timestamp in seconds (e.g., 1705320000)"},"to":{"type":"number","required":true,"visibility":"user-or-llm","description":"End time as Unix timestamp in seconds (e.g., 1705323600)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_send_logs":{"id":"datadog_send_logs","name":"Datadog Send Logs","description":"Send log entries to Datadog for centralized logging and analysis.","version":"1.0.0","params":{"logs":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of log entries. Each entry should have message and optionally ddsource, ddtags, hostname, service."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_submit_metrics":{"id":"datadog_submit_metrics","name":"Datadog Submit Metrics","description":"Submit custom metrics to Datadog. Use for tracking application performance, business metrics, or custom monitoring data.","version":"1.0.0","params":{"series":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of metric series to submit. Each series should include metric name, type (gauge/rate/count), points (timestamp/value pairs), and optional tags."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datagma_enrich_company":{"id":"datagma_enrich_company","name":"Datagma Enrich Company","description":"Enrich a company profile using a domain, company name, or SIREN number (France). Returns size, industry, revenue, and description. Uses 2 credits per match.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., \'stripe.com\'), company name, or French SIREN number to enrich"},"companyPremium":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include LinkedIn company data in the response"},"companyFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include financial information in the response"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_enrich_person":{"id":"datagma_enrich_person","name":"Datagma Enrich Person","description":"Enrich a person\'s profile using their email, LinkedIn URL, or full name and company. Returns job title, company, location, and social data. Uses 2 credits per match; add 30 credits when a phone number is found.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, LinkedIn URL, or full name (use companyKeyword when providing a name)"},"companyKeyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name or keyword to disambiguate when data is a full name"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code to improve match accuracy (e.g., \'US\', \'GB\')"},"personFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include education and work history in the response"},"phoneFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attempt to find a mobile phone number (costs 30 additional credits if found)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_email":{"id":"datagma_find_email","name":"Datagma Find Email","description":"Find a verified work email from a person\'s full name and company. Uses 1 credit when a verified email is found.","version":"1.0.0","params":{"fullName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"company":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name or domain (e.g., \'Stripe\' or \'stripe.com\')"},"linkedInSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn company URL slug to improve match accuracy by 20%+"},"findEmailV2Step":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lookup depth: 3 = full email (default), 2 = domain only"},"findEmailV2Country":{"type":"string","required":false,"visibility":"user-or-llm","description":"User\'s location to improve accuracy (e.g., \'General\', \'Japan\', \'France\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_phone":{"id":"datagma_find_phone","name":"Datagma Find Phone","description":"Find a mobile phone number from a person\'s LinkedIn URL. Optionally supply an email to improve match accuracy. Uses 30 credits when a number is found.","version":"1.0.0","params":{"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn URL of the person (e.g., \'https://linkedin.com/in/johndoe\')"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address to improve phone match accuracy"},"minimumMatch":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum match confidence threshold (0–1; default 1 for highest precision)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_get_credits":{"id":"datagma_get_credits","name":"Datagma Get Credits","description":"Check remaining credit balance on a Datagma account. Free — no credits consumed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"daytona_create_sandbox":{"id":"daytona_create_sandbox","name":"Daytona Create Sandbox","description":"Create a new Daytona sandbox for running AI-generated code in isolation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"snapshot":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID or name of the snapshot to create the sandbox from (uses default if empty)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sandbox (defaults to the sandbox ID)"},"target":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region where the sandbox will be created (e.g., us, eu)"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User associated with the sandbox"},"env":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables to set in the sandbox as key-value pairs"},"labels":{"type":"json","required":false,"visibility":"user-or-llm","description":"Labels to attach to the sandbox as key-value pairs"},"cpu":{"type":"number","required":false,"visibility":"user-or-llm","description":"CPU cores to allocate to the sandbox"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory to allocate to the sandbox in GB"},"disk":{"type":"number","required":false,"visibility":"user-or-llm","description":"Disk space to allocate to the sandbox in GB"},"autoStopInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-stop interval in minutes (0 disables auto-stop)"},"autoArchiveInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-archive interval in minutes (0 uses the maximum interval)"},"autoDeleteInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-delete interval in minutes (negative disables, 0 deletes immediately on stop)"},"public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the sandbox HTTP preview is publicly accessible"}}},"daytona_delete_sandbox":{"id":"daytona_delete_sandbox","name":"Daytona Delete Sandbox","description":"Delete a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID or name of the sandbox"}}},"daytona_download_file":{"id":"daytona_download_file","name":"Daytona Download File","description":"Download a file from a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the sandbox to download the file from"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path of the file in the sandbox"}}},"daytona_execute_command":{"id":"daytona_execute_command","name":"Daytona Execute Command","description":"Execute a shell command inside a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the sandbox to execute the command in"},"command":{"type":"string","required":true,"visibility":"user-or-llm","description":"Shell command to execute"},"cwd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Working directory for the command (defaults to the sandbox working directory)"},"env":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables to set for the command as key-value pairs"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds (defaults to 10 seconds)"}}},"daytona_get_sandbox":{"id":"daytona_get_sandbox","name":"Daytona Get Sandbox","description":"Get details of a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID or name of the sandbox"}}},"daytona_git_clone":{"id":"daytona_git_clone","name":"Daytona Git Clone","description":"Clone a Git repository into a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API 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run"},"language":{"type":"string","required":true,"visibility":"user-or-llm","description":"Language of the code: python, javascript, or typescript"},"env":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables to set for the run as key-value pairs"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds (defaults to 10 seconds)"}}},"daytona_start_sandbox":{"id":"daytona_start_sandbox","name":"Daytona Start Sandbox","description":"Start a stopped Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID or name of the sandbox"}}},"daytona_stop_sandbox":{"id":"daytona_stop_sandbox","name":"Daytona Stop Sandbox","description":"Stop a running Daytona 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Messages older than 2 weeks cannot be bulk deleted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_channel":{"id":"discord_create_channel","name":"Discord Create Channel","description":"Create a new channel in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the channel (1-100 characters)"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channel type (0=text, 2=voice, 4=category, 5=announcement, 13=stage)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel topic (0-1024 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent category ID for the channel, e.g., 123456789012345678"}}},"discord_create_invite":{"id":"discord_create_invite","name":"Discord Create Invite","description":"Create an invite link for a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create an invite for, e.g., 123456789012345678"},"maxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of invite in seconds (0 = never expires, default 86400)"},"maxUses":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of uses (0 = unlimited, default 0)"},"temporary":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether invite grants temporary membership"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_role":{"id":"discord_create_role","name":"Discord Create Role","description":"Create a new role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer (e.g., 0xFF0000 for red)"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately from online members"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"discord_create_thread":{"id":"discord_create_thread","name":"Discord Create Thread","description":"Create a thread in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the thread in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the thread (1-100 characters)"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The message ID to create a thread from (if creating from existing message), e.g., 123456789012345678"},"autoArchiveDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration in minutes to auto-archive the thread (60, 1440, 4320, 10080)"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the standalone thread is public (visible to everyone in the channel) or private. Ignored when creating a thread from an existing message, which always inherits the parent channel visibility. Defaults to public if omitted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_webhook":{"id":"discord_create_webhook","name":"Discord Create Webhook","description":"Create a webhook in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the webhook in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the webhook (1-80 characters)"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_channel":{"id":"discord_delete_channel","name":"Discord Delete Channel","description":"Delete a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_invite":{"id":"discord_delete_invite","name":"Discord Delete Invite","description":"Delete a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to delete"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_message":{"id":"discord_delete_message","name":"Discord Delete Message","description":"Delete a message from a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_role":{"id":"discord_delete_role","name":"Discord Delete Role","description":"Delete a role from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to delete, e.g., 123456789012345678"}}},"discord_delete_webhook":{"id":"discord_delete_webhook","name":"Discord Delete Webhook","description":"Delete a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_edit_message":{"id":"discord_edit_message","name":"Discord Edit Message","description":"Edit an existing message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to edit, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new text content for the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_execute_webhook":{"id":"discord_execute_webhook","name":"Discord Execute Webhook","description":"Execute a Discord webhook to send a message","version":"1.0.0","params":{"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID, e.g., 123456789012345678"},"webhookToken":{"type":"string","required":true,"visibility":"user-only","description":"The webhook token"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message content to send"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the default username of the webhook"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_channel":{"id":"discord_get_channel","name":"Discord Get Channel","description":"Get information about a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_invite":{"id":"discord_get_invite","name":"Discord Get Invite","description":"Get information about a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to retrieve"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_member":{"id":"discord_get_member","name":"Discord Get Member","description":"Get information about a member in a Discord 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to retrieve (default: 10, max: 100)"}}},"discord_get_pinned_messages":{"id":"discord_get_pinned_messages","name":"Discord Get Pinned Messages","description":"Retrieve all pinned messages in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve pinned messages from, e.g., 123456789012345678"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pins to return per page (1-50). Defaults to 50."},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return pins created before this ISO8601 timestamp, for paging past the first 50 results"}}},"discord_get_server":{"id":"discord_get_server","name":"Discord Get Server","description":"Retrieve information about a Discord server (guild)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_user":{"id":"discord_get_user","name":"Discord Get User","description":"Retrieve information about a Discord user","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Discord bot token for authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord user ID, e.g., 123456789012345678"}}},"discord_get_webhook":{"id":"discord_get_webhook","name":"Discord Get Webhook","description":"Get information about a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_join_thread":{"id":"discord_join_thread","name":"Discord Join Thread","description":"Join a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to join, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_kick_member":{"id":"discord_kick_member","name":"Discord Kick Member","description":"Kick a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to kick, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for kicking the member"}}},"discord_leave_thread":{"id":"discord_leave_thread","name":"Discord Leave Thread","description":"Leave a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to leave, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_channels":{"id":"discord_list_channels","name":"Discord List Channels","description":"List all channels in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_roles":{"id":"discord_list_roles","name":"Discord List Roles","description":"List all roles in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_pin_message":{"id":"discord_pin_message","name":"Discord Pin Message","description":"Pin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to pin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_reaction":{"id":"discord_remove_reaction","name":"Discord Remove Reaction","description":"Remove a reaction from a Discord message","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message with the reaction, e.g., 123456789012345678"},"emoji":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji to remove (unicode emoji or custom emoji in name:id format)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID whose reaction to remove (omit to remove bot\'s own reaction), e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_role":{"id":"discord_remove_role","name":"Discord Remove Role","description":"Remove a role from a member in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to remove the role from, e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to remove, e.g., 123456789012345678"}}},"discord_send_message":{"id":"discord_send_message","name":"Discord Send Message","description":"Send a message to a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to send the message to, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text content of the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}}},"discord_unban_member":{"id":"discord_unban_member","name":"Discord Unban Member","description":"Unban a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to unban, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for unbanning the member"}}},"discord_unpin_message":{"id":"discord_unpin_message","name":"Discord Unpin Message","description":"Unpin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to unpin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_channel":{"id":"discord_update_channel","name":"Discord Update Channel","description":"Update a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the channel"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new topic for the channel"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_member":{"id":"discord_update_member","name":"Discord Update Member","description":"Update a member in a Discord server (e.g., change nickname)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to update, e.g., 123456789012345678"},"nick":{"type":"string","required":false,"visibility":"user-or-llm","description":"New nickname for the member (null to remove)"},"mute":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mute the member in voice channels"},"deaf":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to deafen the member in voice channels"}}},"discord_update_role":{"id":"discord_update_role","name":"Discord Update Role","description":"Update a role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"docusign_create_from_template":{"id":"docusign_create_from_template","name":"Send from DocuSign Template","description":"Create and send a DocuSign envelope using a pre-built template","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"DocuSign template ID to use"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email subject (uses template default if not set)"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email body message"},"templateRoles":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of template roles, e.g. [{\\"roleName\\":\\"Signer\\",\\"name\\":\\"John\\",\\"email\\":\\"john@example.com\\"}]"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_download_document":{"id":"docusign_download_document","name":"Download DocuSign Document","description":"Download a signed document from a completed DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID containing the document"},"documentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific document ID to download, or \\"combined\\" for all documents merged (default: \\"combined\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_get_envelope":{"id":"docusign_get_envelope","name":"Get DocuSign Envelope","description":"Get the details and status of a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to retrieve"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_envelopes":{"id":"docusign_list_envelopes","name":"List DocuSign Envelopes","description":"List envelopes from your DocuSign account with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"fromDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date filter (ISO 8601). Defaults to 30 days ago"},"toDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date filter (ISO 8601)"},"envelopeStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: created, sent, delivered, completed, declined, voided"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter envelopes"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of envelopes to return (default: 25)"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_recipients":{"id":"docusign_list_recipients","name":"List DocuSign Recipients","description":"Get the recipient status details for a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to get recipients for"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_templates":{"id":"docusign_list_templates","name":"List DocuSign Templates","description":"List available templates in your DocuSign account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter templates by name"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of templates to return"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_send_envelope":{"id":"docusign_send_envelope","name":"Send DocuSign Envelope","description":"Create and send a DocuSign envelope with a document for e-signature","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"emailSubject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject for the envelope"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body message"},"signerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the signer"},"signerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full name of the signer"},"ccEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of carbon copy recipient"},"ccName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name of carbon copy recipient"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"Document file to send for signature"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_void_envelope":{"id":"docusign_void_envelope","name":"Void DocuSign Envelope","description":"Void (cancel) a sent DocuSign envelope that has not yet been completed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to void"},"voidedReason":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reason for voiding the envelope"}},"oauth":{"required":true,"provider":"docusign"}},"downdetector_get_company":{"id":"downdetector_get_company","name":"Downdetector Get Company","description":"Get details for a Downdetector company by id, including its current status, 24h report statistics, baseline, and available problem indicators.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"fields":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of fields to return (defaults to a rich set including status, stats_24, and baseline)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_attribution":{"id":"downdetector_get_company_attribution","name":"Downdetector Get Company Attribution","description":"Get the incident attribution for a Downdetector company while it is in an outage state — whether the issue is internal (isolated) or external (a dependency), the estimated user impact, and the related incident. Requires Incident Attribution access.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_baseline":{"id":"downdetector_get_company_baseline","name":"Downdetector Get Company Baseline","description":"Get the current baseline report value for a Downdetector company. This is the expected average number of reports for the current period, used to judge whether current reports are abnormal.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_events":{"id":"downdetector_get_company_events","name":"Downdetector Get Company Events","description":"Get the published events (such as detected outages) for a Downdetector company, including the measured vs expected report volume for each event.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_incidents":{"id":"downdetector_get_company_incidents","name":"Downdetector Get Company Incidents","description":"Get the list of incidents (outages) for a Downdetector company. Defaults to the last 24 hours unless a date range is provided.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only the currently active incident is returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_indicators":{"id":"downdetector_get_company_indicators","name":"Downdetector Get Company Indicators","description":"Get the problem indicators (e.g. \\"App crashing\\", \\"Login\\", \\"Server connection\\") reported for a Downdetector company over a time period, with the report counts and percentages for each.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_last_15":{"id":"downdetector_get_company_last_15","name":"Downdetector Get Company Last 15 Minutes","description":"Get the number of outage reports for a Downdetector company over the last 15 minutes. A convenient near-real-time signal for threshold-based alerting.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_status":{"id":"downdetector_get_company_status","name":"Downdetector Get Company Status","description":"Get the current detected status for a Downdetector company. Returns \\"success\\" (no problems), \\"warning\\", or \\"danger\\" (likely outage).","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"threshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"If set, returns \\"danger\\" when the current report count is above this threshold, otherwise \\"success\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_provider":{"id":"downdetector_get_provider","name":"Downdetector Get Provider","description":"Get details for a Downdetector provider (ISP or network operator) by id, such as its name and Downdetector id.","version":"1.0.0","params":{"providerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector provider id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_reports":{"id":"downdetector_get_reports","name":"Downdetector Get Reports","description":"Get the number of outage reports over time for one or more company slugs, bucketed by interval. Useful for plotting report trends or detecting spikes. Defaults to the last 24 hours.","version":"1.0.0","params":{"slugs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated company slug(s) to report on. Example: \\"slack,zoom\\""},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket interval, e.g. \\"15m\\", \\"1h\\", \\"1d\\" (default \\"15m\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_site_companies":{"id":"downdetector_get_site_companies","name":"Downdetector Get Site Companies","description":"List the companies monitored on a Downdetector site, including each company’s current status. 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Use the returned category id to filter company searches.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_incidents":{"id":"downdetector_list_incidents","name":"Downdetector List Incidents","description":"List all incidents (outages) across every company that were active in the chosen time period, or in the last 24 hours if no date range is provided.","version":"1.0.0","params":{"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only currently active incidents are returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_sites":{"id":"downdetector_list_sites","name":"Downdetector List Sites","description":"List all available Downdetector sites (regional status-page domains). Each site groups the companies monitored for a given country/region.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_search_companies":{"id":"downdetector_search_companies","name":"Downdetector Search Companies","description":"Search Downdetector for monitored companies by name, slug, country, or category. Returns matching companies with their ids and slugs, which you can use with the other Downdetector operations.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to filter on (partial, case-insensitive match). Example: \\"slack\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO-2 country code to filter on. Example: \\"US\\""},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact company slug to filter on. Example: \\"optimum-cablevision\\""},"categoryId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Category id to filter on"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-indexed page number for paginated results (default 1)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100 (default 25)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"dropbox_copy":{"id":"dropbox_copy","name":"Dropbox Copy","description":"Copy a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to copy"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the copied file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_folder":{"id":"dropbox_create_folder","name":"Dropbox Create Folder","description":"Create a new folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path where the folder should be created (e.g., /new-folder)"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the folder if there is a conflict"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_shared_link":{"id":"dropbox_create_shared_link","name":"Dropbox Create Shared Link","description":"Create a shareable link for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to share"},"requestedVisibility":{"type":"string","required":false,"visibility":"user-only","description":"Visibility: public, team_only, or password"},"linkPassword":{"type":"string","required":false,"visibility":"user-only","description":"Password for the shared link (only if visibility is password)"},"expires":{"type":"string","required":false,"visibility":"user-only","description":"Expiration date in ISO 8601 format (e.g., 2025-12-31T23:59:59Z)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_delete":{"id":"dropbox_delete","name":"Dropbox Delete","description":"Delete a file or folder in Dropbox (moves to trash)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to delete"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_download":{"id":"dropbox_download","name":"Dropbox Download File","description":"Download a file from Dropbox with metadata and content","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to download (e.g., /folder/document.pdf)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_get_metadata":{"id":"dropbox_get_metadata","name":"Dropbox Get Metadata","description":"Get metadata for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to get metadata for"},"includeMediaInfo":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include media info for photos/videos"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include deleted files in results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_folder":{"id":"dropbox_list_folder","name":"Dropbox List Folder","description":"List the contents of a folder in 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folders)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to list revisions for"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of revisions to return, 1-100 (default: 10)"},"beforeRev":{"type":"string","required":false,"visibility":"user-only","description":"Only return revisions before this one. Pass the rev of the last revision from a previous call to fetch the next page."}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_shared_links":{"id":"dropbox_list_shared_links","name":"Dropbox List Shared Links","description":"List shared links for a path, or for the entire account if no path is given","version":"1.0.0","params":{"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path to list shared links for. If omitted, lists all shared links."},"directOnly":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, only return links directly to the path, not parent folder links"},"cursor":{"type":"string","required":false,"visibility":"user-only","description":"Cursor from a previous call to fetch the next page of results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_move":{"id":"dropbox_move","name":"Dropbox Move","description":"Move or rename a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to move"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the moved file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_restore":{"id":"dropbox_restore","name":"Dropbox Restore","description":"Restore a specific revision of a file to the given path","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to save the restored file to"},"rev":{"type":"string","required":true,"visibility":"user-or-llm","description":"The revision identifier to restore (from Dropbox List Revisions)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_search":{"id":"dropbox_search","name":"Dropbox Search","description":"Search for files and folders in Dropbox","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dropbox folder path to limit search scope (e.g., /folder/subfolder)"},"fileExtensions":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of file extensions to filter by (e.g., pdf,xlsx)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 100)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_upload":{"id":"dropbox_upload","name":"Dropbox Upload File","description":"Upload a file to Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path in Dropbox where the file should be saved (e.g., /folder/document.pdf)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename (used if path is a folder)"},"mode":{"type":"string","required":false,"visibility":"user-only","description":"Write mode: add (default) or overwrite"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict"},"mute":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, don\'t notify the user about this upload"}},"oauth":{"required":true,"provider":"dropbox"}},"dropcontact_enrich_contact":{"id":"dropcontact_enrich_contact","name":"Dropcontact Enrich Contact","description":"Enrich a contact with verified B2B email, phone, company data, and LinkedIn info via Dropcontact. Submits an async enrichment request, then polls until the result is ready (up to 2 minutes). Charges 1 credit only when a verified email is returned. Provide at least one of: email, first_name+last_name+company, full_name+company, or linkedin URL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dropcontact API key (X-Access-Token)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact to enrich"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"full_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name (alternative to first_name + last_name)"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (e.g. acme.com)"},"num_siren":{"type":"string","required":false,"visibility":"user-or-llm","description":"French company SIREN number"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"linkedin":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code (ISO 3166-1 alpha-2, e.g. \\"US\\", \\"FR\\")"},"siren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include SIREN/SIRET enrichment (France only)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for returned data (e.g. \\"en\\", \\"fr\\")"}}},"dspy_chain_of_thought":{"id":"dspy_chain_of_thought","name":"DSPy Chain of Thought","description":"Run a Chain of Thought prediction using a self-hosted DSPy ChainOfThought program endpoint","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"question":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to answer using chain of thought reasoning"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide for answering the question"}}},"dspy_predict":{"id":"dspy_predict","name":"DSPy Predict","description":"Run a prediction using a self-hosted DSPy program endpoint","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"input":{"type":"string","required":true,"visibility":"user-or-llm","description":"The input text to send to the DSPy program"},"inputField":{"type":"string","required":false,"visibility":"user-only","description":"Name of the input field expected by the DSPy program (defaults to \\"text\\")"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide to the DSPy program"},"additionalInputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional key-value pairs to include in the request body"}}},"dspy_react":{"id":"dspy_react","name":"DSPy ReAct","description":"Run a ReAct agent using a self-hosted DSPy ReAct program endpoint for multi-step reasoning and action","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"task":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task or question for the ReAct agent to work on"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide for the task"},"maxIterations":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of reasoning iterations (defaults to server setting)"}}},"dub_bulk_create_links":{"id":"dub_bulk_create_links","name":"Dub Bulk Create Links","description":"Create up to 100 short links in a single request. Returns the created links alongside any per-link errors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"links":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of link objects to create. Each object requires a \\"url\\" and may include domain, key, tagIds, and other link fields (max 100)."}}},"dub_bulk_delete_links":{"id":"dub_bulk_delete_links","name":"Dub Bulk Delete Links","description":"Delete up to 100 short links in a single request by their link IDs. Non-existing IDs are ignored.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated link IDs to delete (max 100)"}}},"dub_bulk_update_links":{"id":"dub_bulk_update_links","name":"Dub Bulk Update Links","description":"Apply the same set of field updates to up to 100 links at once, selected by link IDs or external IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated link IDs to update (max 100, takes precedence over externalIds)"},"externalIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated external IDs to update (max 100)"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object of fields to apply to every selected link (e.g. { \\"archived\\": true, \\"tagIds\\": [\\"...\\"] })"}}},"dub_create_link":{"id":"dub_create_link","name":"Dub Create Link","description":"Create a new short link with Dub. Supports custom domains, slugs, UTM parameters, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination URL of the short link"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain for the short link (defaults to dub.sh)"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom slug for the short link (randomly generated if not provided)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID for the link in your database"},"tenantId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tenant ID for grouping links created on behalf of a customer/tenant"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder ID to organize the link into"},"trackConversion":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track conversions (leads/sales) for the short link"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to assign to the link"},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comments for the short link"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expiration date in ISO 8601 format"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password to protect the short link"},"rewrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable link cloaking"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the link"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG title for the link preview"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG description for the link preview"},"utm_source":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM source parameter"},"utm_medium":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM medium parameter"},"utm_campaign":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM campaign parameter"},"utm_term":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM term parameter"},"utm_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM content parameter"}}},"dub_create_tag":{"id":"dub_create_tag","name":"Dub Create Tag","description":"Create a new tag in the workspace for organizing and filtering short links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag to create (1-50 characters)"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag color: red, yellow, green, blue, purple, brown, gray, or pink (random if omitted)"}}},"dub_delete_link":{"id":"dub_delete_link","name":"Dub Delete Link","description":"Delete a short link by its link ID or external ID (prefixed with ext_).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The link ID or external ID prefixed with ext_"}}},"dub_get_analytics":{"id":"dub_get_analytics","name":"Dub Get Analytics","description":"Retrieve analytics for links including clicks, leads, and sales. 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(default), 7d, 30d, 90d, 1y, mtd, qtd, ytd, or all"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time in ISO 8601 format (overrides interval)"},"end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time in ISO 8601 format (defaults to now)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by country (ISO 3166-1 alpha-2 code)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone for timeseries data (defaults to UTC)"}}},"dub_get_events":{"id":"dub_get_events","name":"Dub List Events","description":"Retrieve a paginated stream of individual click, lead, and sale events for links, with filtering by link, time range, and location.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type: clicks (default), leads, or sales"},"linkId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by link ID"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by external ID (prefix with ext_)"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by domain"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval: 24h (default), 7d, 30d, 90d, 1y, mtd, qtd, ytd, or all"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time in ISO 8601 format (overrides interval)"},"end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time in ISO 8601 format (defaults to now)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by country (ISO 3166-1 alpha-2 code)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone for event timestamps (defaults to UTC)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events per page (default: 100, max: 1000)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: desc (default) or asc"}}},"dub_get_link":{"id":"dub_get_link","name":"Dub Get Link","description":"Retrieve information about a short link by its link ID, external ID, or domain + key combination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API 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#FFFFFF)"},"hideLogo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the logo in the center of the QR code (default: false)"},"margin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Margin (quiet zone) around the QR code (default: 2)"}}},"dub_list_domains":{"id":"dub_list_domains","name":"Dub List Domains","description":"Retrieve the custom domains registered in the workspace, so links can be created against the right domain.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include archived domains (defaults to false)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by domain name"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 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Returns instant answers, abstracts, and related topics for your query. Free to use without an API key.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute"},"noHtml":{"type":"boolean","required":false,"visibility":"user-only","description":"Remove HTML from text in results (default: true)"},"skipDisambig":{"type":"boolean","required":false,"visibility":"user-only","description":"Skip disambiguation results (default: false)"}}},"dynamodb_delete":{"id":"dynamodb_delete","name":"DynamoDB Delete","description":"Delete an item from a DynamoDB table","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"DynamoDB table name (e.g., \\"Users\\", \\"Orders\\")"},"key":{"type":"json","required":true,"visibility":"user-or-llm","description":"Primary key of the item to delete (e.g., {\\"pk\\": \\"USER#123\\"} or {\\"pk\\": \\"ORDER#456\\", \\"sk\\": \\"ITEM#789\\"})"},"conditionExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Condition that must be met for the delete to succeed (e.g., \\"attribute_exists(pk)\\")"},"expressionAttributeNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"Attribute name mappings for reserved words used in conditionExpression (e.g., {\\"#status\\": \\"status\\"})"},"expressionAttributeValues":{"type":"json","required":false,"visibility":"user-or-llm","description":"Expression attribute values used in conditionExpression (e.g., {\\":status\\": \\"active\\"})"}}},"dynamodb_get":{"id":"dynamodb_get","name":"DynamoDB Get","description":"Get an item from a DynamoDB table by primary key","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"DynamoDB table name (e.g., \\"Users\\", \\"Orders\\")"},"key":{"type":"json","required":true,"visibility":"user-or-llm","description":"Primary key of the item to retrieve (e.g., {\\"pk\\": \\"USER#123\\"} or {\\"pk\\": \\"ORDER#456\\", \\"sk\\": \\"ITEM#789\\"})"},"consistentRead":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Use strongly consistent read"}}},"dynamodb_introspect":{"id":"dynamodb_introspect","name":"DynamoDB Introspect","description":"Introspect DynamoDB to list tables or get detailed schema information for a specific table","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"tableName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional table name to get detailed schema (e.g., \\"Users\\", \\"Orders\\"). 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\\"active\\"})"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (e.g., 10, 50, 100)"},"exclusiveStartKey":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous scan\'s lastEvaluatedKey to continue fetching results"}}},"dynamodb_update":{"id":"dynamodb_update","name":"DynamoDB Update","description":"Update an item in a DynamoDB table","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"DynamoDB table name (e.g., \\"Users\\", 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the source system)"}}},"dynatrace_add_tags":{"id":"dynatrace_add_tags","name":"Dynatrace Add Tags","description":"Add custom tags to every monitored entity an entity selector matches. 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Defaults to now-24h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"}}},"dynatrace_close_problem":{"id":"dynatrace_close_problem","name":"Dynatrace Close Problem","description":"Close a Dynatrace problem and record the closing comment.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.write scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem to close"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text of the closing comment"}}},"dynatrace_create_settings_object":{"id":"dynatrace_create_settings_object","name":"Dynatrace Create Settings Object","description":"Create a settings object — a maintenance window, alerting profile, management zone, or any other schema-backed configuration.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.write scope"},"schemaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema of the object to create, e.g. builtin:alerting.maintenance-window. List Settings Schemas returns the available IDs"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope the object applies to, e.g. environment or an entity ID such as HOST-06F288EE2A930951"},"value":{"type":"json","required":true,"visibility":"user-or-llm","description":"The configuration itself. Its shape is defined by the schema — read an existing object of the same schema to see the expected fields"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to validate against. Defaults to the latest"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID to correlate the object with a system outside Dynatrace"},"validateOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Validate the payload without creating anything"}}},"dynatrace_create_slo":{"id":"dynatrace_create_slo","name":"Dynatrace Create SLO","description":"Create a service-level objective from a metric expression, target, and evaluation timeframe.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.write scope"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO"},"target":{"type":"number","required":true,"visibility":"user-or-llm","description":"Target success rate as a percentage, e.g. 99.5"},"warning":{"type":"number","required":true,"visibility":"user-or-llm","description":"Warning threshold as a percentage. Must sit above the target, e.g. 99.8"},"timeframe":{"type":"string","required":true,"visibility":"user-or-llm","description":"Evaluation timeframe in Dynatrace notation, e.g. -1d, -1w, or now-30d"},"evaluationType":{"type":"string","required":true,"visibility":"user-or-llm","default":"AGGREGATE","description":"Evaluation type. AGGREGATE is the only value the API accepts"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the SLO is evaluated. Dynatrace defaults it to false"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity filter scoping the SLO, e.g. type(\\"SERVICE\\"),tag(\\"env:prod\\")"},"metricExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metric expression the SLO evaluates, e.g. (100)*(builtin:service.errors.total.successCount:splitBy())/(builtin:service.requestCount.total:splitBy())"},"metricName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for the SLO metric"},"burnRateVisualizationEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show the error-budget burn rate on the SLO"},"fastBurnThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Burn rate above which the SLO is considered fast-burning"}}},"dynatrace_delete_problem_comment":{"id":"dynatrace_delete_problem_comment","name":"Dynatrace Delete Problem Comment","description":"Delete a comment from a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.write scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem the comment belongs to"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to delete"}}},"dynatrace_delete_settings_object":{"id":"dynatrace_delete_settings_object","name":"Dynatrace Delete Settings Object","description":"Delete a settings object. Dynatrace cannot undo this.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.write scope"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the settings object to delete"},"updateToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token from Get Settings Object. When set, the delete fails if the object changed in the meantime"}}},"dynatrace_delete_slo":{"id":"dynatrace_delete_slo","name":"Dynatrace Delete SLO","description":"Delete a service-level objective.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.write scope"},"sloId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the SLO to delete"}}},"dynatrace_delete_tag":{"id":"dynatrace_delete_tag","name":"Dynatrace Delete Tag","description":"Remove a custom tag from every monitored entity an entity selector matches. Deletes one key-value pair, or every tag with the key.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.write scope"},"entitySelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity selector for the entities to untag, e.g. type(\\"HOST\\"),tag(\\"owner:old\\")"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Key of the tag to delete"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value of the tag to delete. Omit it and set Delete All With Key to remove every value of the key"},"deleteAllWithKey":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete every tag carrying the key, regardless of value"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression. Defaults to now-24h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"}}},"dynatrace_execute_synthetic_monitors":{"id":"dynatrace_execute_synthetic_monitors","name":"Dynatrace Execute Synthetic Monitors","description":"Trigger an on-demand batch execution of synthetic monitors, for gating a deploy on a smoke test. Returns a batch ID to poll.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with syntheticExecutions.write or ExternalSyntheticIntegration"},"monitors":{"type":"json","required":true,"visibility":"user-or-llm","description":"Monitors to run, as an array of objects with monitorId and optional locations and executionCount (e.g. [{\\"monitorId\\":\\"SYNTHETIC_TEST-123\\",\\"executionCount\\":1}]). Execution count caps at 10"},"processingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"STANDARD, DISABLE_PROBLEM_DETECTION, or EXECUTIONS_DETAILS_ONLY"},"failOnPerformanceIssue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Treat a performance threshold breach as a failure"},"stopOnProblem":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Stop the batch as soon as one monitor reports a problem"},"takeScreenshotsOnSuccess":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Capture screenshots for successful browser executions too"},"metadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Key-value metadata to attach to the batch, e.g. the release version. Max 64 pairs, 1024 characters each"}}},"dynatrace_get_attack":{"id":"dynatrace_get_attack","name":"Dynatrace Get Attack","description":"Get a single attack with its entry point, payload, attacker, and the vulnerability it exploited.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the attacks.read scope"},"attackId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the attack"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include, each prefixed with +. Defaults to all of them: +attackTarget, +request, +entrypoint, +vulnerability, +securityProblem, +attacker, +managementZones"}}},"dynatrace_get_audit_logs":{"id":"dynatrace_get_audit_logs","name":"Dynatrace Get Audit Logs","description":"Read the Dynatrace audit log — who changed which configuration, when, and whether it succeeded.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the auditLogs.read scope"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit log filter, e.g. eventType(\\"UPDATE\\"),user(\\"someone@example.com\\"),category(\\"CONFIG\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-1d. Defaults to now-2w"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"timestamp for oldest first, or -timestamp for newest first (default)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Entries per page (max 5000, default 1000)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_get_entity":{"id":"dynatrace_get_entity","name":"Dynatrace Get Entity","description":"Get the properties, tags, management zones, and relationships of a single monitored entity.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the entity (e.g., HOST-06F288EE2A930951)"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-3d. Defaults to now-3d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated additional entity properties to include (e.g. +lastSeenTms,+properties.BITNESS)"}}},"dynatrace_get_event":{"id":"dynatrace_get_event","name":"Dynatrace Get Event","description":"Get the full details of a single Dynatrace event.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the events.read scope"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the event"}}},"dynatrace_get_metric":{"id":"dynatrace_get_metric","name":"Dynatrace Get Metric Descriptor","description":"Get the descriptor of a single Dynatrace metric — its unit, dimensions, supported aggregations, and transformations.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.read scope"},"metricKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Metric key, optionally followed by transformation operators separated by a colon (e.g. builtin:host.cpu.usage)"}}},"dynatrace_get_problem":{"id":"dynatrace_get_problem","name":"Dynatrace Get Problem","description":"Get the full details of a single Dynatrace problem, including root cause, affected entities, and optionally its evidence and impact analysis.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem (e.g., -1234567890123456789_1700000000000V2)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include. Defaults to all of them: evidenceDetails, impactAnalysis, recentComments"}}},"dynatrace_get_problem_comment":{"id":"dynatrace_get_problem_comment","name":"Dynatrace Get Problem Comment","description":"Get a single comment on a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem the comment belongs to"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment"}}},"dynatrace_get_security_problem":{"id":"dynatrace_get_security_problem","name":"Dynatrace Get Security Problem","description":"Get a single vulnerability with its description, remediation guidance, affected entities, and risk assessment.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.read scope"},"securityProblemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the security problem"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include, each prefixed with +. Defaults to every detail property: +riskAssessment, +managementZones, +codeLevelVulnerabilityDetails, +globalCounts, +filteredCounts, +description, +remediationDescription, +events, +vulnerableComponents, +affectedEntities, +exposedEntities, +reachableDataAssets, +relatedEntities, +relatedContainerImages, +relatedAttacks, +entryPoints"},"managementZoneFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the counts to management zones, e.g. names(\\"Production\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-24h. Defaults to the last 24 hours"}}},"dynatrace_get_settings_object":{"id":"dynatrace_get_settings_object","name":"Dynatrace Get Settings Object","description":"Get a single settings object with its value and its update token. Read it before updating so the token can guard against a concurrent change.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.read scope"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the settings object"}}},"dynatrace_get_slo":{"id":"dynatrace_get_slo","name":"Dynatrace Get SLO","description":"Get a single service-level objective with its evaluated attainment, error budget, and burn rate.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.read scope"},"sloId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the SLO"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the evaluation timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d. Defaults to now-2w"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the evaluation timeframe in the same formats as From. Defaults to now"},"timeFrame":{"type":"string","required":false,"visibility":"user-or-llm","description":"CURRENT evaluates the SLO over its own timeframe; GTF evaluates over the From/To range"}}},"dynatrace_get_synthetic_batch":{"id":"dynatrace_get_synthetic_batch","name":"Dynatrace Get Synthetic Batch","description":"Get the status and failures of an on-demand synthetic batch execution. Poll it after triggering to gate a deploy on the result.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with syntheticExecutions.read, ReadSyntheticData, or ExternalSyntheticIntegration"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Batch ID returned by Execute Synthetic Monitors"}}},"dynatrace_ingest_event":{"id":"dynatrace_ingest_event","name":"Dynatrace Ingest Event","description":"Push an event into Dynatrace — a deployment marker, custom annotation, or custom alert — attached to the entities matched by an entity selector.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the events.ingest scope"},"eventType":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of AVAILABILITY_EVENT, CUSTOM_ALERT, CUSTOM_ANNOTATION, CUSTOM_CONFIGURATION, CUSTOM_DEPLOYMENT, CUSTOM_INFO, ERROR_EVENT, MARKED_FOR_TERMINATION, PERFORMANCE_EVENT, RESOURCE_CONTENTION_EVENT, WARNING"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the event"},"entitySelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity selector for the entities to attach the event to. Defaults to the environment entity"},"startTime":{"type":"number","required":false,"visibility":"user-or-llm","description":"Event start in UTC milliseconds. Defaults to now"},"endTime":{"type":"number","required":false,"visibility":"user-or-llm","description":"Event end in UTC milliseconds. Defaults to the start time plus the timeout"},"eventTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minutes the event stays open when no end time is given. Defaults to 15, capped at 360"},"properties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Event properties as a key-value object. Max 100 entries, keys up to 100 and values up to 4096 characters"}}},"dynatrace_ingest_logs":{"id":"dynatrace_ingest_logs","name":"Dynatrace Ingest Logs","description":"Push log events into Dynatrace. Accepts a single log event object or an array of them.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the logs.ingest scope"},"logs":{"type":"json","required":true,"visibility":"user-or-llm","description":"A log event object, or an array of them. Recognized keys are content, timestamp, and severity; any other key becomes a custom attribute (e.g. [{\\"content\\":\\"Deploy finished\\",\\"severity\\":\\"info\\",\\"service\\":\\"checkout\\"}])"}}},"dynatrace_ingest_metrics":{"id":"dynatrace_ingest_metrics","name":"Dynatrace Ingest Metrics","description":"Push custom metric data points into Dynatrace using the metric line protocol, one data point per line.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.ingest scope"},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Metric line protocol payload, one data point per line, max 1 MB (e.g. cpu.temperature,dt.entity.host=HOST-06F288EE2A930951,cpu=1 55)"}}},"dynatrace_list_attacks":{"id":"dynatrace_list_attacks","name":"Dynatrace List Attacks","description":"List runtime attacks Dynatrace Application Protection detected — injection attempts, their source, and whether they were blocked.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the attacks.read scope"},"attackSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attack selector, e.g. state(\\"EXPLOITED\\"),attackType(\\"SQL_INJECTION\\"),technology(\\"JAVA\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d. Defaults to now-30d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include: +attackTarget, +request, +entrypoint, +vulnerability, +securityProblem, +attacker, +managementZones, +affectedEntities"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by displayId, displayName, attackType, state, sourceIp, requestPath, or timestamp with a + or - prefix"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Attacks per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_entities":{"id":"dynatrace_list_entities","name":"Dynatrace List Entities","description":"List monitored entities — hosts, services, applications, Kubernetes workloads — matching an entity selector.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"entitySelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity selector defining the scope, e.g. type(\\"HOST\\"),tag(\\"env:prod\\") or entityId(\\"HOST-06F288EE2A930951\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-3d. Defaults to now-3d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated additional entity properties to include (e.g. +lastSeenTms,+properties.BITNESS,+tags)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by display name: +displayName ascending or -displayName descending"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Entities per page (default 50)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_entity_types":{"id":"dynatrace_list_entity_types","name":"Dynatrace List Entity Types","description":"List the monitored entity types available in the environment, with the properties and relationships each supports. Use it to build valid entity selectors.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Entity types per page (max 500, default 50)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. Page size is ignored when it is set"}}},"dynatrace_list_events":{"id":"dynatrace_list_events","name":"Dynatrace List Events","description":"List events — deployments, availability changes, alerts, custom annotations — in a Dynatrace environment.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the events.read scope"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-1d. Defaults to now-2h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"eventSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event selector, e.g. eventType(\\"CUSTOM_DEPLOYMENT\\"),status(\\"OPEN\\"),correlationId(\\"build-42\\")"},"entitySelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity selector scoping the result, e.g. type(\\"SERVICE\\"),tag(\\"env:prod\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Events per page (max 1000, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_metrics":{"id":"dynatrace_list_metrics","name":"Dynatrace List Metrics","description":"Discover the metrics available in a Dynatrace environment, filtered by metric selector, free text, or metadata.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.read scope"},"metricSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metric selector, supporting wildcards (e.g. builtin:host.cpu.*)"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across metric display names and descriptions"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated descriptor properties. Prefix with + to add a non-default property and - to drop a default one; metricId is always returned (e.g. +aggregationTypes,-description)"},"writtenSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only metrics written since this point, as UTC milliseconds, ISO 8601, or a relative expression such as now-7d"},"writtenSinceMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"INCLUDE (default) keeps metrics written since Written Since; EXCLUDE keeps the ones not written since then"},"metadataSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metadata selector, e.g. unit(\\"Percent\\"),tags(\\"dashboard\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Metrics per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_problem_comments":{"id":"dynatrace_list_problem_comments","name":"Dynatrace List Problem Comments","description":"List the comments recorded on a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem whose comments should be listed"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Comments per page (max 500, default 10)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. Page size is ignored when it is set"}}},"dynatrace_list_problems":{"id":"dynatrace_list_problems","name":"Dynatrace List Problems","description":"List Davis-detected problems in a Dynatrace environment, filtered by timeframe, problem selector, or entity selector.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-1d. Defaults to now-2h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"problemSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Problem selector, e.g. status(\\"open\\"),severityLevel(\\"AVAILABILITY\\"),impactLevel(\\"SERVICES\\")"},"entitySelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity selector scoping the result, e.g. type(\\"HOST\\"),tag(\\"env:prod\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: status, startTime, or relevance, each optionally prefixed with + or - (e.g. -startTime)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include: evidenceDetails, impactAnalysis, recentComments"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Problems per page (max 500, default 50)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_remediation_items":{"id":"dynatrace_list_remediation_items","name":"Dynatrace List Remediation Items","description":"List the remediation items of a third-party vulnerability — the components to upgrade, their affected entities, and their mute state.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.read scope"},"securityProblemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the third-party security problem"},"remediationItemSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remediation item selector, e.g. vulnerabilityState(\\"VULNERABLE\\"),muted(\\"false\\"),exposure(\\"PUBLIC_NETWORK\\")"}}},"dynatrace_list_security_problems":{"id":"dynatrace_list_security_problems","name":"Dynatrace List Security Problems","description":"List vulnerabilities detected by Dynatrace Application Security, filtered by risk level, status, CVE, or technology.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.read scope"},"securityProblemSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Security problem selector, e.g. status(\\"OPEN\\"),riskLevel(\\"CRITICAL\\"),technology(\\"JAVA\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d. Defaults to now-30d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include: +riskAssessment, +managementZones, +codeLevelVulnerabilityDetails, +globalCounts"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by a field with a + or - prefix, e.g. -riskAssessment.riskScore"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Security problems per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_settings_objects":{"id":"dynatrace_list_settings_objects","name":"Dynatrace List Settings Objects","description":"List settings objects — the configuration behind maintenance windows, alerting profiles, management zones, and anomaly detection.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.read scope"},"schemaIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated schema IDs, e.g. builtin:alerting.profile"},"scopes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated scopes, e.g. environment or HOST-06F288EE2A930951"},"externalIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated external IDs"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to include: objectId, value, schemaId, schemaVersion, scope, author, modified, updateToken, created, externalId, summary, searchSummary"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter expression over created, modified, createdBy, modifiedBy, or value"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression, e.g. -modified"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Objects per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_settings_schemas":{"id":"dynatrace_list_settings_schemas","name":"Dynatrace List Settings Schemas","description":"List the settings schemas available in the environment. Use it to find the schema ID for a configuration type such as builtin:alerting.profile.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.read scope"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to include: schemaId, displayName, maturity, latestSchemaVersion, multiObject, ordered, ownerBasedAccessControl"}}},"dynatrace_list_slos":{"id":"dynatrace_list_slos","name":"Dynatrace List SLOs","description":"List service-level objectives with their current attainment, error budget, and burn rate.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.read scope"},"sloSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"SLO selector, e.g. healthState(\\"WARNING\\"),text(\\"checkout\\"),problems(\\"true\\"). Combine criteria with commas"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the evaluation timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the evaluation timeframe in the same formats as From. Defaults to now"},"timeFrame":{"type":"string","required":false,"visibility":"user-or-llm","description":"CURRENT evaluates each SLO over its own timeframe; GTF evaluates over the From/To range"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by name: name ascending or -name descending"},"enabledSlos":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by enabled state: true, false, or all"},"evaluate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Evaluate each SLO and include its calculated values"},"showGlobalSlos":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include SLOs that are not scoped to a management zone"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"SLOs per page (max 10000, default 10)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_synthetic_monitors":{"id":"dynatrace_list_synthetic_monitors","name":"Dynatrace List Synthetic Monitors","description":"List synthetic monitors and their IDs. Use it to find the monitor IDs to feed into an on-demand execution.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with one of ReadSyntheticData, DataExport, or ExternalSyntheticIntegration"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by monitor type: BROWSER or HTTP"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to enabled (true) or disabled (false) monitors"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to monitors assigned to a synthetic location"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tag. Comma-separate to require several tags"},"managementZone":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter to monitors in a management zone, by numeric zone ID"}}},"dynatrace_list_tags":{"id":"dynatrace_list_tags","name":"Dynatrace List Tags","description":"List the custom tags applied to the monitored entities an entity selector matches.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"entitySelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity selector for the entities to read tags from, e.g. type(\\"HOST\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression. Defaults to now-24h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"}}},"dynatrace_mute_security_problem":{"id":"dynatrace_mute_security_problem","name":"Dynatrace Mute Security Problem","description":"Mute a single Dynatrace vulnerability with a reason, for triaging false positives or accepted risk.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.write scope"},"securityProblemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the security problem to mute"},"reason":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of CONFIGURATION_NOT_AFFECTED, FALSE_POSITIVE, IGNORE, OTHER, VULNERABLE_CODE_NOT_IN_USE"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Explanation recorded alongside the mute"}}},"dynatrace_mute_security_problems":{"id":"dynatrace_mute_security_problems","name":"Dynatrace Mute Security Problems","description":"Mute several Dynatrace vulnerabilities at once with a shared reason, for bulk triage.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.write scope"},"securityProblemIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Security problem IDs to mute, comma-separated or as a JSON array"},"reason":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of CONFIGURATION_NOT_AFFECTED, FALSE_POSITIVE, IGNORE, OTHER, VULNERABLE_CODE_NOT_IN_USE"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Explanation recorded against every muted problem"}}},"dynatrace_query_metrics":{"id":"dynatrace_query_metrics","name":"Dynatrace Query Metrics","description":"Read metric data points from Dynatrace using a metric selector, with optional entity and management-zone scoping.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.read scope"},"metricSelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Metric selector, up to 10 metrics comma-separated, with optional transformations after a colon (e.g. builtin:host.cpu.usage:avg:names)"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-2h. Defaults to now-2h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of data points (default 120), a timespan such as 10m or 3w, or Inf for a single aggregated value"},"entitySelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity selector scoping the query, e.g. type(\\"HOST\\"),tag(\\"env:prod\\")"},"mzSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management zone selector, e.g. mzName(\\"Production\\")"}}},"dynatrace_search_logs":{"id":"dynatrace_search_logs","name":"Dynatrace Search Logs","description":"Search log records in Dynatrace by query and timeframe, for troubleshooting and incident analysis.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the logs.read scope, or storage:logs:read and storage:buckets:read on Grail"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Log search query, e.g. status=\\"ERROR\\" AND dt.entity.host=\\"HOST-06F288EE2A930951\\""},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-1h. Defaults to now-2w"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by field with a + or - prefix, e.g. -timestamp for newest first"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of log records to return (max 1000, default 1000)"},"nextSliceKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next slice. All other filters are ignored when it is set"}}},"dynatrace_unmute_security_problem":{"id":"dynatrace_unmute_security_problem","name":"Dynatrace Unmute Security Problem","description":"Unmute a single Dynatrace vulnerability, returning it to the active triage queue.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.write scope"},"securityProblemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the security problem to unmute"},"reason":{"type":"string","required":true,"visibility":"user-or-llm","default":"AFFECTED","description":"Reason for unmuting. AFFECTED is the only value the API accepts"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Explanation recorded alongside the unmute"}}},"dynatrace_unmute_security_problems":{"id":"dynatrace_unmute_security_problems","name":"Dynatrace Unmute Security Problems","description":"Unmute several Dynatrace vulnerabilities at once, returning them to active triage.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.write scope"},"securityProblemIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Security problem IDs to unmute, comma-separated or as a JSON array"},"reason":{"type":"string","required":true,"visibility":"user-or-llm","default":"AFFECTED","description":"Reason for unmuting. AFFECTED is the only value the API accepts"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Explanation recorded against every unmuted problem"}}},"dynatrace_update_problem_comment":{"id":"dynatrace_update_problem_comment","name":"Dynatrace Update Problem Comment","description":"Replace the text of an existing comment on a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.write scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem the comment belongs to"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to update"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Replacement text of the comment"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Context of the comment, shown alongside the author"}}},"dynatrace_update_settings_object":{"id":"dynatrace_update_settings_object","name":"Dynatrace Update Settings Object","description":"Update an existing settings object. Pass the update token from Get Settings Object to fail rather than overwrite a concurrent change.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.write scope"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the settings object to update"},"value":{"type":"json","required":true,"visibility":"user-or-llm","description":"The full replacement configuration. Its shape is defined by the object schema — this replaces the value rather than merging into it"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to validate against"},"updateToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token from Get Settings Object. When set, the update fails if the object changed in the meantime. Omit it to overwrite unconditionally"},"validateOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Validate the payload without saving anything"}}},"dynatrace_update_slo":{"id":"dynatrace_update_slo","name":"Dynatrace Update SLO","description":"Update an existing service-level objective. Every field is replaced, so send the complete definition.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.write scope"},"sloId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the SLO to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO"},"target":{"type":"number","required":true,"visibility":"user-or-llm","description":"Target success rate as a percentage, e.g. 99.5"},"warning":{"type":"number","required":true,"visibility":"user-or-llm","description":"Warning threshold as a percentage. Must sit above the target, e.g. 99.8"},"timeframe":{"type":"string","required":true,"visibility":"user-or-llm","description":"Evaluation timeframe in Dynatrace notation, e.g. -1d, -1w, or now-30d"},"evaluationType":{"type":"string","required":true,"visibility":"user-or-llm","default":"AGGREGATE","description":"Evaluation type. AGGREGATE is the only value the API accepts"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the SLO is evaluated. 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title/subtitle"},"locationCountry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country"},"locationCity":{"type":"string","required":false,"visibility":"user-or-llm","description":"City"},"locationState":{"type":"string","required":false,"visibility":"user-or-llm","description":"State/province"},"influencer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter for influencers only"},"premium":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter for premium accounts only"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary language"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry"},"currentJobTitles":{"type":"json","required":false,"visibility":"user-or-llm","description":"Current job titles (array)"},"pastJobTitles":{"type":"json","required":false,"visibility":"user-or-llm","description":"Past job titles (array)"},"skills":{"type":"json","required":false,"visibility":"user-or-llm","description":"Skills to search for (array)"},"schoolNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"School names (array)"},"certifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"Certifications to filter by (array)"},"degreeNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"Degree names to filter by (array)"},"studyFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fields of study to filter by (array)"},"currentCompanies":{"type":"json","required":false,"visibility":"user-or-llm","description":"Current company IDs to filter by (array of numbers)"},"pastCompanies":{"type":"json","required":false,"visibility":"user-or-llm","description":"Past company IDs to filter by (array of numbers)"},"currentPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (default: 20)"}}},"enrich_search_people_activities":{"id":"enrich_search_people_activities","name":"Enrich Search People Activities","description":"Get a person\'s LinkedIn activities (posts, comments, or articles) by profile ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"profileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn profile ID"},"activityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Activity type: posts, comments, or articles"},"paginationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token for next page of results"}}},"enrich_search_post_comments":{"id":"enrich_search_post_comments","name":"Enrich Search Post Comments","description":"Get comments on a LinkedIn post.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"postUrn":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn activity URN (e.g., urn:li:activity:7191163324208705536)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (starts at 1, default: 1)"}}},"enrich_search_post_comments_by_url":{"id":"enrich_search_post_comments_by_url","name":"Enrich Search Post Comments by URL","description":"Get comments on a LinkedIn post by its URL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"postUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn post URL (e.g., https://www.linkedin.com/posts/...)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (starts at 1, default: 1)"}}},"enrich_search_post_reactions":{"id":"enrich_search_post_reactions","name":"Enrich Search Post Reactions","description":"Get reactions on a LinkedIn post with filtering by reaction type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"postUrn":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn activity URN (e.g., urn:li:activity:7231931952839196672)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reaction type filter: all, like, love, celebrate, insightful, or funny (default: all)"},"page":{"type":"number","required":true,"visibility":"user-or-llm","description":"Page number (starts at 1)"}}},"enrich_search_post_reactions_by_url":{"id":"enrich_search_post_reactions_by_url","name":"Enrich Search Post Reactions by URL","description":"Get reactions on a LinkedIn post by its URL, filtered by reaction type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"postUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn post URL (e.g., https://www.linkedin.com/posts/...)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reaction type filter: all, like, love, celebrate, insightful, or funny (default: all)"},"page":{"type":"number","required":true,"visibility":"user-or-llm","description":"Page number (starts at 1)"}}},"enrich_search_posts":{"id":"enrich_search_posts","name":"Enrich Search Posts","description":"Search LinkedIn posts by keywords with date filtering.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"keywords":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search keywords (e.g., \\"AI automation\\")"},"datePosted":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time filter (e.g., past_week, past_month)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)"}}},"enrich_search_similar_companies":{"id":"enrich_search_similar_companies","name":"Enrich Search Similar Companies","description":"Find companies similar to a given company by LinkedIn URL with filters for location and size.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn company URL (e.g., linkedin.com/company/google)"},"accountLocation":{"type":"json","required":false,"visibility":"user-or-llm","description":"Filter by locations (array of country names)"},"employeeSizeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Employee size filter type (e.g., RANGE)"},"employeeSizeRange":{"type":"json","required":false,"visibility":"user-or-llm","description":"Employee size ranges (array of {start, end} objects)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"}}},"enrich_verify_email":{"id":"enrich_verify_email","name":"Enrich Verify Email","description":"Verify an email address for deliverability, including catch-all detection and provider identification.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrich API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john.doe@example.com)"}}},"enrichment_run":{"id":"enrichment_run","name":"Run Enrichment","description":"Run a Sim enrichment (e.g. Work Email, Phone Number) and return its outputs","version":"1.0.0","params":{"enrichmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registry enrichment id (e.g. \\"work-email\\")"},"inputs":{"type":"json","required":true,"visibility":"user-or-llm","description":"Map of the enrichment\'s input ids to values"}}},"enrow_find_email":{"id":"enrow_find_email","name":"Enrow Find Email","description":"Find a verified B2B email address from a full name and company domain or name. Uses the Enrow async finder — submits a search and polls until the result is ready. Costs 1 credit per valid email found. (https://enrow.readme.io/reference/find-single-email)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrow API key"},"fullname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full name of the person (e.g. \\"John Doe\\")"},"company_domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g. \\"apple.com\\"). Preferred over company_name."},"company_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g. \\"Apple\\"). Used when domain is unavailable."}}},"enrow_verify_email":{"id":"enrow_verify_email","name":"Enrow Verify Email","description":"Verify the deliverability of an email address using the Enrow async verifier. Submits a verification request and polls until the result is ready. Costs 0.25 credits per verification. (https://enrow.readme.io/reference/verify-single-email)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrow API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g. \\"john@example.com\\")"}}},"evernote_copy_note":{"id":"evernote_copy_note","name":"Evernote Copy Note","description":"Copy a note to another notebook in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to copy"},"toNotebookGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the destination notebook"}}},"evernote_create_note":{"id":"evernote_create_note","name":"Evernote Create Note","description":"Create a new note in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the note"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content of the note (plain text or ENML)"},"notebookGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"GUID of the notebook to create the note in (defaults to default notebook)"},"tagNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tag names to apply"}}},"evernote_create_notebook":{"id":"evernote_create_notebook","name":"Evernote Create Notebook","description":"Create a new notebook in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new notebook"},"stack":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name to group the notebook under"}}},"evernote_create_tag":{"id":"evernote_create_tag","name":"Evernote Create Tag","description":"Create a new tag in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new tag"},"parentGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"GUID of the parent tag for hierarchy"}}},"evernote_delete_note":{"id":"evernote_delete_note","name":"Evernote Delete Note","description":"Move a note to the trash in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to delete"}}},"evernote_get_note":{"id":"evernote_get_note","name":"Evernote Get Note","description":"Retrieve a note from Evernote by its GUID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to retrieve"},"withContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include note content (default: true)"}}},"evernote_get_notebook":{"id":"evernote_get_notebook","name":"Evernote Get Notebook","description":"Retrieve a notebook from Evernote by its GUID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"notebookGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the notebook to retrieve"}}},"evernote_list_notebooks":{"id":"evernote_list_notebooks","name":"Evernote List Notebooks","description":"List all notebooks in an Evernote account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"}}},"evernote_list_tags":{"id":"evernote_list_tags","name":"Evernote List Tags","description":"List all tags in an Evernote account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"}}},"evernote_search_notes":{"id":"evernote_search_notes","name":"Evernote Search Notes","description":"Search for notes in Evernote using the Evernote search grammar","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query using Evernote search grammar (e.g., \\"tag:work intitle:meeting\\")"},"notebookGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict search to a specific notebook by GUID"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Starting index for results (default: 0)"},"maxNotes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of notes to return (default: 25)"}}},"evernote_update_note":{"id":"evernote_update_note","name":"Evernote Update Note","description":"Update an existing note in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the note"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"New content for the note (plain text or ENML)"},"notebookGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"GUID of the notebook to move the note to"},"tagNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tag names (replaces existing tags)"}}},"exa_agent":{"id":"exa_agent","name":"Exa Agent","description":"Run a deep research task with Exa Agent. Handles multi-step list building, enrichment, and research, returning a written answer with field-level citations and optional structured output.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The research question or instructions for the agent"},"effort":{"type":"string","required":false,"visibility":"user-only","description":"Cost and depth tradeoff: minimal, low, medium, high, xhigh, or auto (default: auto)"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing the structured result to return. Returned in the structured output."},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional guidance for how the agent should behave or format its answer"},"previousRunId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of a completed agent run to continue from, for follow-up questions"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_answer":{"id":"exa_answer","name":"Exa Answer","description":"Get an AI-generated answer to a question with citations from the web using Exa AI.","version":"2.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to answer"},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"Include the full page text of each cited source (default: false). This does not affect the answer itself."},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing the answer shape. When supplied, the answer is returned as a structured object instead of a string."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_find_similar_links":{"id":"exa_find_similar_links","name":"Exa Find Similar Links","description":"Find webpages similar to a given URL using Exa AI. Deprecated by Exa in favor of Search — prefer Search for new workflows.","version":"2.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to find similar links for"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of similar links to return (1-100). Default: 10"},"text":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the full text of the similar pages"},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"excludeSourceDomain":{"type":"boolean","required":false,"visibility":"user-only","description":"Exclude the source domain from results (default: false)"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_get_contents":{"id":"exa_get_contents","name":"Exa Get Contents","description":"Retrieve the contents of webpages using Exa AI. Returns the title, text content, and optional summaries for each URL.","version":"2.0.0","params":{"urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to retrieve content from (1-100). Provide either urls or ids, not both."},"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of result IDs from a prior Exa search (1-100). Provide either urls or ids, not both."},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, returns full page text with default settings. If false, disables text return."},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include an AI-generated summary of each page (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to guide the summary generation"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl from the provided URLs (0-100)"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,tutorial,about\\")"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each page (0-1000). Default: 0"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_search":{"id":"exa_search","name":"Exa Search","description":"Search the web using Exa AI. Returns relevant search results with titles, URLs, and text snippets.","version":"2.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-100). Default: 10"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: \\"instant\\", \\"fast\\", \\"auto\\", \\"deep-lite\\", \\"deep\\", or \\"deep-reasoning\\". Default: \\"auto\\""},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"Include full text content in results (default: false)"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to focus the generated summaries on a specific question"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl per result (0-100). Default: 0"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,pricing,about\\")"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each result page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each result page (0-1000). Default: 0"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing a synthesized answer to build from the results. Returned in structuredOutput."},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional guidance for generating the synthesized output"},"userLocation":{"type":"string","required":false,"visibility":"user-only","description":"Two-letter ISO country code to localize results (e.g., \\"US\\")"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"startPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or after this ISO 8601 date (e.g., \\"2024-01-01\\" or \\"2024-01-01T00:00:00.000Z\\")"},"endPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or before this ISO 8601 date"},"startCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use startPublishedDate. Only include results crawled on or after this ISO 8601 date"},"endCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use endPublishedDate. Only include results crawled on or before this ISO 8601 date"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"extend_parser":{"id":"extend_parser","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed"},"file":{"type":"file","required":false,"visibility":"user-only","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"extend_parser_v2":{"id":"extend_parser_v2","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"file":{"type":"file","required":true,"visibility":"user-only","description":"Document to be processed"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"fathom_get_summary":{"id":"fathom_get_summary","name":"Fathom Get Summary","description":"Get the call summary for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_get_transcript":{"id":"fathom_get_transcript","name":"Fathom Get Transcript","description":"Get the full transcript for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_list_meeting_types":{"id":"fathom_list_meeting_types","name":"Fathom List Meeting Types","description":"List meeting types configured in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_meetings":{"id":"fathom_list_meetings","name":"Fathom List Meetings","description":"List recent meetings recorded by the user or shared to their team.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"includeSummary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting summary (true/false)"},"includeTranscript":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting transcript (true/false)"},"includeActionItems":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include action items (true/false)"},"includeCrmMatches":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include linked CRM matches (true/false)"},"includeHighlights":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting highlights (true/false)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created after this ISO 8601 timestamp"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created before this ISO 8601 timestamp"},"recordedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by recorder email address"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by team name"},"meetingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by meeting type name"},"calendarInviteesDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by calendar invitee company domain (exact match)"},"calendarInviteesDomainsType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invitee domain type: all, only_internal, or one_or_more_external"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_team_members":{"id":"fathom_list_team_members","name":"Fathom List Team Members","description":"List team members in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team name to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_teams":{"id":"fathom_list_teams","name":"Fathom List Teams","description":"List teams in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"file_append":{"id":"file_append","name":"File Append","description":"Append content to an existing workspace file. The file must already exist. Content is added to the end of the file.","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of an existing workspace file to append to."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to append to the file."}}},"file_compress":{"id":"file_compress","name":"File Compress","description":"Compress one or more workspace files into a single .zip archive stored in the workspace, for bundling files to download, transfer, or store. 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Idempotent: the public link stays stable across changes.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical ID of the workspace file to update sharing for."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object (from the file picker)."},"isActive":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the public link is enabled. Set to false to make the file private."},"authType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access mode for the link: \\"public\\", \\"password\\", \\"email\\", or \\"sso\\". Defaults to \\"public\\"."},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password to protect the link. Required when authType is \\"password\\"."},"allowedEmails":{"type":"array","required":false,"visibility":"user-or-llm","description":"Allowed emails or \\"@domain\\" patterns. Required when authType is \\"email\\" or \\"sso\\"."}}},"file_parser":{"id":"file_parser","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v2":{"id":"file_parser_v2","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"2.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v3":{"id":"file_parser_v3","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"3.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_read":{"id":"file_read","name":"File Read","description":"Read workspace file objects from selected files or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_write":{"id":"file_write","name":"File Write","description":"Create a new workspace file. If a file with the same name already exists, a numeric suffix is added (e.g., \\"data (1).csv\\").","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"File name (e.g., \\"data.csv\\"). If a file with this name exists, a numeric suffix is added automatically."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to write to the file."},"contentType":{"type":"string","required":false,"visibility":"user-only","description":"MIME type for new files (e.g., \\"text/plain\\"). Auto-detected from file extension if omitted."}}},"findymail_find_email_from_linkedin":{"id":"findymail_find_email_from_linkedin","name":"Findymail Find Email From LinkedIn","description":"Find someone\'s email from a LinkedIn profile URL or username. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_email_from_name":{"id":"findymail_find_email_from_name","name":"Findymail Find Email From Name","description":"Find someone\'s email from their name and a company domain or company name. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (preferred) or company name (e.g., stripe.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_emails_by_domain":{"id":"findymail_find_emails_by_domain","name":"Findymail Find Emails By Domain","description":"Find verified contacts at a given domain matching one or more target roles (max 3 roles). Limited to 5 concurrent synchronous requests.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"roles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target roles at the company (max 3, e.g., [\\"CEO\\", \\"Founder\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_employees":{"id":"findymail_find_employees","name":"Findymail Find Employees","description":"Find employees at a company by website and target job titles. Uses 1 credit per found contact. Does not return email addresses.","version":"1.0.0","params":{"website":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company website or domain (e.g., google.com)"},"job_titles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target job titles to search for (max 10, e.g., [\\"Software Engineer\\", \\"CEO\\"])","items":{"type":"string"}},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (max 5, default 1)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_phone":{"id":"findymail_find_phone","name":"Findymail Find Phone","description":"Find someone\'s phone number from a LinkedIn profile URL. Uses 10 finder credits if a phone is found. EU citizens are excluded for legal reasons.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_company":{"id":"findymail_get_company","name":"Findymail Get Company","description":"Retrieve company information from a LinkedIn URL, domain, or company name. Uses 1 finder credit per successful response.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company LinkedIn URL (e.g., https://www.linkedin.com/company/stripe/)"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., Stripe)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_credits":{"id":"findymail_get_credits","name":"Findymail Get Credits","description":"Retrieve the remaining finder and verifier credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_lookup_technologies":{"id":"findymail_lookup_technologies","name":"Findymail Lookup Technologies","description":"Get the technology stack for a company by domain. Optionally filter by technology names. 1 finder credit if technologies are found, free otherwise.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain to look up (e.g., stripe.com)"},"technologies":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by technology names, case-insensitive (e.g., [\\"React\\", \\"TypeScript\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_reverse_email_lookup":{"id":"findymail_reverse_email_lookup","name":"Findymail Reverse Email Lookup","description":"Find a business profile from an email address. Uses 1 finder credit if a profile is found, 2 credits if returning full profile data.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Work or personal email address to look up"},"with_profile":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return enriched profile metadata (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_search_technologies":{"id":"findymail_search_technologies","name":"Findymail Search Technologies","description":"Search the technology catalog by name. Returns up to 25 technologies. Free endpoint, rate limited to 10 requests per minute.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search term (min 2 characters, e.g., \\"React\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_verify_email":{"id":"findymail_verify_email","name":"Findymail Verify Email","description":"Verifies the deliverability of an email address. Uses one verifier credit.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john@example.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"firecrawl_agent":{"id":"firecrawl_agent","name":"Firecrawl Agent","description":"Autonomous web data extraction agent. Searches and gathers information based on natural language prompts without requiring specific URLs.","version":"1.0.0","params":{"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language description of the data to extract (max 10,000 characters)"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional array of URLs to focus the agent on (e.g., [\\"https://example.com\\", \\"https://docs.example.com\\"])"},"schema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema defining the structure of data to extract"},"maxCredits":{"type":"number","required":false,"visibility":"user-only","description":"Maximum credits to spend on this agent task"},"strictConstrainToURLs":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, agent will only visit URLs provided in the urls array"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_batch_scrape":{"id":"firecrawl_batch_scrape","name":"Firecrawl Batch Scrape","description":"Scrape multiple URLs in a single batch job and retrieve structured content from each page.","version":"1.0.0","params":{"urls":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of URLs to scrape (e.g., [\\"https://example.com/page1\\", \\"https://example.com/page2\\"])"},"formats":{"type":"json","required":false,"visibility":"user-or-llm","description":"Output formats for scraped content (e.g., [\\"markdown\\"], [\\"markdown\\", \\"html\\"])"},"onlyMainContent":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract only main content from pages"},"maxConcurrency":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of concurrent scrapes"},"ignoreInvalidURLs":{"type":"boolean","required":false,"visibility":"user-only","description":"Skip invalid URLs instead of failing the batch (default: true)"},"scrapeOptions":{"type":"json","required":false,"visibility":"hidden","description":"Advanced scraping configuration options"},"zeroDataRetention":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable zero data retention"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_batch_scrape_status":{"id":"firecrawl_batch_scrape_status","name":"Firecrawl Batch Scrape Status","description":"Check the status and retrieve results of a previously started Firecrawl batch scrape job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the batch scrape job to check"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_cancel_crawl":{"id":"firecrawl_cancel_crawl","name":"Firecrawl Cancel Crawl","description":"Cancel an in-progress Firecrawl crawl job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the crawl job to cancel"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_crawl":{"id":"firecrawl_crawl","name":"Firecrawl Crawl","description":"Crawl entire websites and extract structured content from all accessible pages","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The website URL to crawl (e.g., \\"https://example.com\\" or \\"https://docs.example.com/guide\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pages to crawl (e.g., 50, 100, 500). Default: 100"},"maxDepth":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum depth to crawl from the starting URL (e.g., 1, 2, 3). Controls how many levels deep to follow links"},"formats":{"type":"json","required":false,"visibility":"user-or-llm","description":"Output formats for scraped content (e.g., [\\"markdown\\"], [\\"markdown\\", \\"html\\"], [\\"markdown\\", \\"links\\"])"},"prompt":{"type":"string","required":false,"visibility":"hidden","description":"Natural-language crawl guidance supplied by existing configurations"},"scrapeOptions":{"type":"json","required":false,"visibility":"hidden","description":"Advanced scrape options supplied by existing configurations"},"excludePaths":{"type":"json","required":false,"visibility":"user-or-llm","description":"URL paths to exclude from crawling (e.g., [\\"/blog/*\\", \\"/admin/*\\", \\"/*.pdf\\"])"},"includePaths":{"type":"json","required":false,"visibility":"user-or-llm","description":"URL paths to include in crawling (e.g., [\\"/docs/*\\", \\"/api/*\\"]). Only these paths will be crawled"},"onlyMainContent":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract only main content from pages"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API Key"}}},"firecrawl_crawl_status":{"id":"firecrawl_crawl_status","name":"Firecrawl Crawl Status","description":"Check the status and retrieve results of a previously started Firecrawl crawl job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the crawl job to check"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_credit_usage":{"id":"firecrawl_credit_usage","name":"Firecrawl Credit Usage","description":"Retrieve the remaining and allocated Firecrawl credits for the team.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_extract":{"id":"firecrawl_extract","name":"Firecrawl Extract","description":"Extract structured data from entire webpages using natural language prompts and JSON schema. Powerful agentic feature for intelligent data extraction.","version":"1.0.0","params":{"urls":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of URLs to extract data from (e.g., [\\"https://example.com/page1\\", \\"https://example.com/page2\\"] or [\\"https://example.com/*\\"])"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Natural language guidance for the extraction process"},"schema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema defining the structure of data to extract"},"enableWebSearch":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable web search to find supplementary information (default: false)"},"ignoreSitemap":{"type":"boolean","required":false,"visibility":"user-only","description":"Ignore sitemap.xml files during scanning (default: false)"},"includeSubdomains":{"type":"boolean","required":false,"visibility":"user-only","description":"Extend scanning to subdomains (default: true)"},"showSources":{"type":"boolean","required":false,"visibility":"user-only","description":"Return data sources in the response (default: false)"},"ignoreInvalidURLs":{"type":"boolean","required":false,"visibility":"user-only","description":"Skip invalid URLs in the array (default: true)"},"scrapeOptions":{"type":"json","required":false,"visibility":"hidden","description":"Advanced scraping configuration options"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_extract_status":{"id":"firecrawl_extract_status","name":"Firecrawl Extract Status","description":"Check the status and retrieve results of a previously started Firecrawl extract job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the extract job to check"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_map":{"id":"firecrawl_map","name":"Firecrawl Map","description":"Get a complete list of URLs from any website quickly and reliably. Useful for discovering all pages on a site without crawling them.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The base URL to map and discover links from (e.g., \\"https://example.com\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter results by relevance to a search term (e.g., \\"blog\\")"},"sitemap":{"type":"string","required":false,"visibility":"user-only","description":"Controls sitemap usage: \\"skip\\", \\"include\\" (default), or \\"only\\""},"includeSubdomains":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to include URLs from subdomains (default: true)"},"ignoreQueryParameters":{"type":"boolean","required":false,"visibility":"user-only","description":"Exclude URLs containing query strings (default: true)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of links to return (e.g., 100, 1000, 5000). 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Each item requires targetPageSlug (slug for the new page) and context (content details the agent should use).","items":{"type":"object","properties":{"targetPageSlug":{"type":"string","description":"Slug for the generated page"},"context":{"type":"string","description":"Content context for the generated page"}}}},"callbackUrl":{"type":"string","required":false,"visibility":"user-only","description":"HTTPS webhook URL that Flint will POST to when the task completes or fails"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to automatically publish the generated pages when the task completes"}}},"flint_get_task":{"id":"flint_get_task","name":"Flint Get Task","description":"Get the status and results of a background Flint agent task.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Flint API key (found in Flint team settings, starts with ak_)"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task returned when it was created (e.g., bg-...)"}}},"function_execute":{"id":"function_execute","name":"Function Execute","description":"Execute JavaScript, Python, or shell scripts in a secure sandbox. 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Returns the gamma URL when completed, or error details if failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Gamma API key"},"generationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The generation ID returned by the Generate or Generate from Template tool"}}},"gamma_generate":{"id":"gamma_generate","name":"Gamma Generate","description":"Generate a new Gamma presentation, document, webpage, or social post from text input.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Gamma API key"},"inputText":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text and image URLs used to generate your gamma (1-100,000 tokens)"},"textMode":{"type":"string","required":true,"visibility":"user-or-llm","description":"How to handle input text: generate (AI expands), condense (AI summarizes), or preserve (keep as-is)"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: presentation, document, webpage, or social (default: presentation)"},"themeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom Gamma workspace theme ID (use List Themes to find available themes)"},"numCards":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of cards/slides to generate (1-60 for Pro, 1-75 for Ultra; default: 10)"},"cardSplit":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to split content into cards: auto or inputTextBreaks (default: auto)"},"cardDimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Card aspect ratio. Presentation: fluid, 16x9, 4x3. Document: fluid, pageless, letter, a4. 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Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_code_v2":{"id":"github_search_code_v2","name":"GitHub Search Code","description":"Search for code across GitHub repositories. Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits":{"id":"github_search_commits","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits_v2":{"id":"github_search_commits_v2","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues":{"id":"github_search_issues","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues_v2":{"id":"github_search_issues_v2","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos":{"id":"github_search_repos","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos_v2":{"id":"github_search_repos_v2","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users":{"id":"github_search_users","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users_v2":{"id":"github_search_users_v2","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist":{"id":"github_star_gist","name":"GitHub Star Gist","description":"Star a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist_v2":{"id":"github_star_gist_v2","name":"GitHub Star Gist","description":"Star a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo":{"id":"github_star_repo","name":"GitHub Star Repository","description":"Star a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo_v2":{"id":"github_star_repo_v2","name":"GitHub Star Repository","description":"Star a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_status_check_rollup":{"id":"github_status_check_rollup","name":"GitHub Status Check Rollup","description":"Read the merged check-run and commit-status state for one commit SHA, including whether each check is required to merge a given pull request.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA to read check state for"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number that decides which checks are required"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page (endCursor) to continue from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with checks and commit statuses read access"}}},"github_trigger_workflow":{"id":"github_trigger_workflow","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_trigger_workflow_v2":{"id":"github_trigger_workflow_v2","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_unstar_gist":{"id":"github_unstar_gist","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_gist_v2":{"id":"github_unstar_gist_v2","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo":{"id":"github_unstar_repo","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo_v2":{"id":"github_unstar_repo_v2","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_branch_protection":{"id":"github_update_branch_protection","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_branch_protection_v2":{"id":"github_update_branch_protection_v2","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_comment":{"id":"github_update_comment","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_comment_v2":{"id":"github_update_comment_v2","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_file":{"id":"github_update_file","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_file_v2":{"id":"github_update_file_v2","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_gist":{"id":"github_update_gist","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_gist_v2":{"id":"github_update_gist_v2","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_issue":{"id":"github_update_issue","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_issue_v2":{"id":"github_update_issue_v2","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_milestone":{"id":"github_update_milestone","name":"GitHub Update Milestone","description":"Update a milestone in a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository 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Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch or tag to run the pipeline on"},"variables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of variables for the pipeline (each with key, value, and optional variable_type)"},"inputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pipeline inputs as a key/value object (for pipelines with spec:inputs)"}}},"gitlab_create_release":{"id":"gitlab_create_release","name":"GitLab Create Release","description":"Create a new release in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s email address"},"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s username"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s display name"},"password":{"type":"string","required":false,"visibility":"user-only","description":"The user\'s password. Omit and set resetPassword to email a reset link instead."},"resetPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send the user a password reset link instead of setting a password"},"forceRandomPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set a random password without emailing a reset link (useful for SSO-only accounts). One of password, resetPassword, or forceRandomPassword is required."},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new user is an administrator"},"skipConfirmation":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip email confirmation for the new user"}}},"gitlab_deactivate_user":{"id":"gitlab_deactivate_user","name":"GitLab Deactivate User","description":"Deactivate a dormant GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_delete_branch":{"id":"gitlab_delete_branch","name":"GitLab Delete Branch","description":"Delete a branch from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the branch to delete"}}},"gitlab_delete_issue":{"id":"gitlab_delete_issue","name":"GitLab Delete Issue","description":"Delete an issue from a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"}}},"gitlab_delete_saml_group_link":{"id":"gitlab_delete_saml_group_link","name":"GitLab Delete SAML Group Link","description":"Delete a SAML group link from a GitLab group (GitLab Premium/Ultimate)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token with group Owner rights"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"},"samlGroupName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the SAML group link to delete"},"provider":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider name of the link to delete. Required when multiple links share the same SAML group name."}}},"gitlab_delete_user":{"id":"gitlab_delete_user","name":"GitLab Delete User","description":"Delete a GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete"},"hardDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, contributions, personal projects, AND groups owned solely by this user are deleted rather than moved to a Ghost User"}}},"gitlab_delete_user_identity":{"id":"gitlab_delete_user_identity","name":"GitLab Delete User Identity","description":"Delete a user\'s authentication identity (e.g. SAML or LDAP). Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"The external identity provider name (e.g. saml, ldapmain)"}}},"gitlab_deny_access_request":{"id":"gitlab_deny_access_request","name":"GitLab Deny Access Request","description":"Deny (delete) a pending access request for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The user ID of the access requester"}}},"gitlab_get_file":{"id":"gitlab_get_file","name":"GitLab Get File","description":"Get the contents of a file from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA"}}},"gitlab_get_group":{"id":"gitlab_get_group","name":"GitLab Get Group","description":"Get details of a specific GitLab group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. mygroup or parent/subgroup)"}}},"gitlab_get_issue":{"id":"gitlab_get_issue","name":"GitLab Get Issue","description":"Get details of a specific GitLab issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number within the project (the # shown in GitLab UI)"}}},"gitlab_get_job_log":{"id":"gitlab_get_job_log","name":"GitLab Get Job Log","description":"Get the log (trace) of a GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"}}},"gitlab_get_merge_request":{"id":"gitlab_get_merge_request","name":"GitLab Get Merge Request","description":"Get details of a specific GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_merge_request_changes":{"id":"gitlab_get_merge_request_changes","name":"GitLab Get Merge Request Changes","description":"Get the file changes (diffs) of a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_pipeline":{"id":"gitlab_get_pipeline","name":"GitLab Get Pipeline","description":"Get details of a specific GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_get_project":{"id":"gitlab_get_project","name":"GitLab Get Project","description":"Get details of a specific GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject) (e.g., \\"namespace/project\\")"}}},"gitlab_invite_member":{"id":"gitlab_invite_member","name":"GitLab Invite Member","description":"Invite a person to a GitLab project or group by email address","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to invite (comma-separated for multiple)"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"},"inviteSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Identifier recorded as the source of the invitation (for attribution)"}}},"gitlab_list_access_requests":{"id":"gitlab_list_access_requests","name":"GitLab List Access Requests","description":"List pending access requests for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_branches":{"id":"gitlab_list_branches","name":"GitLab List Branches","description":"List branches in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter branches by name"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_commits":{"id":"gitlab_list_commits","name":"GitLab List Commits","description":"List commits in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"refName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or revision range to list commits from"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits after this ISO 8601 date"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits before this ISO 8601 date"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits affecting this file path"},"author":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter commits by author"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_groups":{"id":"gitlab_list_groups","name":"GitLab List Groups","description":"List GitLab groups accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to groups owned by the current user"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search groups by name or path"},"topLevelOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to top-level groups, excluding subgroups"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility: public, internal, or private"},"minAccessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only groups where the current user has at least this access level, as an integer (e.g. 30 for Developer). Valid values: 5, 10, 15, 20, 25, 30, 40, 50."},"allAvailable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include all groups the user can access, not only groups they are a member of (ignored when owned or a minimum access level is set)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (name, path, id, similarity). similarity requires a search term."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_invitations":{"id":"gitlab_list_invitations","name":"GitLab List Invitations","description":"List pending email invitations for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter invitations by invited email"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_issues":{"id":"gitlab_list_issues","name":"GitLab List Issues","description":"List issues in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter by assignee user ID"},"milestoneTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by milestone title"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search issues by title and description"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, priority, due_date, relative_position, label_priority, milestone_due, popularity, weight)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_members":{"id":"gitlab_list_members","name":"GitLab List Members","description":"List members of a GitLab project or group. Includes members inherited from ancestor groups by default.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"directOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns only direct members. Defaults to false, which also returns members inherited from ancestor groups."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter members by name, email, or username"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter the results to"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter inherited-member results by state: \'awaiting\' or \'active\' (Premium/Ultimate; only applies when inherited members are included)"},"showSeatInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include seat information for each member"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_merge_requests":{"id":"gitlab_list_merge_requests","name":"GitLab List Merge Requests","description":"List merge requests in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, locked, merged, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"sourceBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source branch"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by target branch"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, merged_at, priority, label_priority, milestone_due, popularity, title)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipeline_jobs":{"id":"gitlab_list_pipeline_jobs","name":"GitLab List Pipeline Jobs","description":"List jobs for a GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by scope (e.g. created, running, success, failed)"},"includeRetried":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include retried jobs"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipelines":{"id":"gitlab_list_pipelines","name":"GitLab List Pipelines","description":"List pipelines in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ref (branch or tag)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status (created, waiting_for_resource, preparing, pending, running, success, failed, canceling, canceled, skipped, manual, scheduled, waiting_for_callback)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, status, ref, updated_at, user_id)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_projects":{"id":"gitlab_list_projects","name":"GitLab List Projects","description":"List GitLab projects accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects owned by the current user"},"membership":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects the current user is a member of"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search projects by name"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility (public, internal, private)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, name, path, created_at, updated_at, last_activity_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_releases":{"id":"gitlab_list_releases","name":"GitLab List Releases","description":"List releases in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (released_at, created_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_repository_tree":{"id":"gitlab_list_repository_tree","name":"GitLab List Repository Tree","description":"List files and directories in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path inside the repository to list"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA to list from"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to list files recursively"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_saml_group_links":{"id":"gitlab_list_saml_group_links","name":"GitLab List SAML Group Links","description":"List SAML group links for a GitLab group. Use this to detect whether a group is governed by SAML group sync before provisioning members.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"}}},"gitlab_list_user_memberships":{"id":"gitlab_list_user_memberships","name":"GitLab List User Memberships","description":"List a user\'s project and group memberships. Requires an administrator access token (GET /users/:id/memberships is admin-only). For a non-admin path, iterate List Members on each project or group instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token (must belong to an administrator)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user whose memberships to list"},"membershipType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source: \'Project\' or \'Namespace\' (group). Omit for all memberships."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_merge_merge_request":{"id":"gitlab_merge_merge_request","name":"GitLab Merge Merge Request","description":"Merge a merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"mergeCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom merge commit message"},"squashCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom squash commit message"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits before merging"},"shouldRemoveSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"mergeWhenPipelineSucceeds":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Merge when pipeline succeeds"}}},"gitlab_play_job":{"id":"gitlab_play_job","name":"GitLab Play Job","description":"Trigger (play) a manual GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"},"jobVariables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Variables for the manual job (array of objects with key and value)"}}},"gitlab_reject_user":{"id":"gitlab_reject_user","name":"GitLab Reject User","description":"Reject a GitLab user whose signup is pending administrator approval","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_remove_member":{"id":"gitlab_remove_member","name":"GitLab Remove Member","description":"Remove a member from a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to remove"},"skipSubresources":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip deleting the member from subgroups and projects below the target (defaults to false)"},"unassignIssuables":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unassign the member from all issues and merge requests in the target (defaults to false)"}}},"gitlab_retry_pipeline":{"id":"gitlab_retry_pipeline","name":"GitLab Retry Pipeline","description":"Retry a failed GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_revoke_invitation":{"id":"gitlab_revoke_invitation","name":"GitLab Revoke Invitation","description":"Revoke a pending email invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to revoke"}}},"gitlab_search_users":{"id":"gitlab_search_users","name":"GitLab Search Users","description":"Search for GitLab users by name, username, or email. Email matches must be exact; private emails match only with an admin token. Use this to resolve an email to a user ID before adding a member.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name, username, or email to search for"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_unban_user":{"id":"gitlab_unban_user","name":"GitLab Unban User","description":"Unban a previously banned GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_unblock_user":{"id":"gitlab_unblock_user","name":"GitLab Unblock User","description":"Unblock a previously blocked GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_update_file":{"id":"gitlab_update_file","name":"GitLab Update File","description":"Update an existing file in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch to commit the update to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content"},"startBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the base branch to create the target branch from, if it does not exist"},"authorName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author name (defaults to the token user)"},"authorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author email (defaults to the token user)"},"executeFilemode":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable or disable the execute flag on the file"},"commitMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message"},"lastCommitId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last known commit ID for the file (optimistic locking)"}}},"gitlab_update_invitation":{"id":"gitlab_update_invitation","name":"GitLab Update Invitation","description":"Update a pending invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to update"},"accessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"New access level: 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date (ISO 8601, e.g. 2026-12-31T00:00:00Z; date-only also accepted). At least one of accessLevel or expiresAt must be provided."}}},"gitlab_update_issue":{"id":"gitlab_update_issue","name":"GitLab Update Issue","description":"Update an existing issue in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description (Markdown supported)"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"confidential":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the issue is confidential"}}},"gitlab_update_member":{"id":"gitlab_update_member","name":"GitLab Update Member","description":"Update a member\'s access level in a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to update"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"New access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format. Pass an empty string to clear an existing expiration."},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only). Warning: when omitted, GitLab removes any custom role the member currently holds."}}},"gitlab_update_merge_request":{"id":"gitlab_update_merge_request","name":"GitLab Update Merge Request","description":"Update an existing merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request description"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"New target branch"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft or remove draft status (applied via the \\"Draft:\\" title prefix; requires title to be set)"}}},"gitlab_update_user":{"id":"gitlab_update_user","name":"GitLab Update User","description":"Modify an existing GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to modify"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new email address (GitLab only allows changing to one of the user\'s existing verified secondary emails)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new username"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new display name"},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user is an administrator"}}},"gmail_add_label":{"id":"gmail_add_label","name":"Gmail Add Label","description":"Add label(s) to a Gmail message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_add_label_v2":{"id":"gmail_add_label_v2","name":"Gmail Add Label","description":"Add label(s) to a Gmail message. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive":{"id":"gmail_archive","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to archive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive_v2":{"id":"gmail_archive_v2","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox). 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When empty, all trackers in all workspaces are returned."}}},"gong_list_users":{"id":"gong_list_users","name":"Gong List Users","description":"List all users in your Gong account.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"includeAvatars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to include avatar URLs (true/false)"}}},"gong_list_workspaces":{"id":"gong_list_workspaces","name":"Gong List Workspaces","description":"List all company workspaces in Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"}}},"gong_lookup_email":{"id":"gong_lookup_email","name":"Gong Lookup Email","description":"Find all references to an email address in Gong (calls, email messages, meetings, CRM data, engagement).","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to look up"}}},"gong_lookup_phone":{"id":"gong_lookup_phone","name":"Gong Lookup Phone","description":"Find all references to a phone number in Gong (calls, email messages, meetings, CRM data, and associated contacts).","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to look up (must start with + followed by country code)"}}},"gong_purge_email_address":{"id":"gong_purge_email_address","name":"Gong Purge Email Address","description":"Erase all Gong data (calls, email messages, leads, contacts) referencing an email address. 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If omitted, the prospect is removed from all flows they are assigned to."},"unassignedByUserEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the Gong user requesting to remove the prospect from the flow"}}},"google_ads_ad_performance":{"id":"google_ads_ad_performance","name":"Google Ads Ad Performance","description":"Get performance metrics for individual ads over a date range","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for the Google Ads API"},"customerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Ads customer ID (numeric, no dashes)"},"developerToken":{"type":"string","required":true,"visibility":"user-only","description":"Google Ads API developer token"},"managerCustomerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Manager account customer ID (if accessing via manager 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for Google Ads campaigns over a date range","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for the Google Ads API"},"customerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Ads customer ID (numeric, no dashes)"},"developerToken":{"type":"string","required":true,"visibility":"user-only","description":"Google Ads API developer token"},"managerCustomerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Manager account customer ID (if accessing via manager account)"},"campaignId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific campaign ID"},"dateRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Predefined date range (LAST_7_DAYS, LAST_30_DAYS, THIS_MONTH, LAST_MONTH, TODAY, 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Defaults to UTC."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_get":{"id":"google_calendar_get","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_get_v2":{"id":"google_calendar_get_v2","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_instances":{"id":"google_calendar_instances","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_instances_v2":{"id":"google_calendar_instances_v2","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite":{"id":"google_calendar_invite","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite_v2":{"id":"google_calendar_invite_v2","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list":{"id":"google_calendar_list","name":"Google Calendar List Events","description":"List events from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl":{"id":"google_calendar_list_acl","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl_v2":{"id":"google_calendar_list_acl_v2","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars":{"id":"google_calendar_list_calendars","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars_v2":{"id":"google_calendar_list_calendars_v2","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_v2":{"id":"google_calendar_list_v2","name":"Google Calendar List Events","description":"List events from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. 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projects/{project}/topics/{topic})"},"watchId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom watch ID (4-63 chars, lowercase letters, numbers, hyphens)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_delete_watch":{"id":"google_forms_delete_watch","name":"Google Forms: Delete Watch","description":"Delete a notification watch from a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to delete"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_get_form":{"id":"google_forms_get_form","name":"Google Forms: Get Form","description":"Retrieve a form structure including its items, settings, and 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Defaults to 5000."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list response to fetch the next page of responses"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter responses, e.g. \\"timestamp > 2024-01-01T00:00:00Z\\" (RFC3339 UTC). Only timestamp filters are supported."}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_list_watches":{"id":"google_forms_list_watches","name":"Google Forms: List Watches","description":"List all notification watches for a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_renew_watch":{"id":"google_forms_renew_watch","name":"Google Forms: Renew Watch","description":"Renew a notification watch for another 7 days","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to renew"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_set_publish_settings":{"id":"google_forms_set_publish_settings","name":"Google Forms: Set Publish Settings","description":"Update the publish settings of a form (publish/unpublish, accept responses)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"isPublished":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the form is published and visible to others"},"isAcceptingResponses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the form accepts responses (forced to false if isPublished is false)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_groups_add_alias":{"id":"google_groups_add_alias","name":"Google Groups Add Alias","description":"Add an email alias to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"alias":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email alias to add to the group"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_add_member":{"id":"google_groups_add_member","name":"Google Groups Add Member","description":"Add a new member to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the member to add (e.g., user@example.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role for the member: MEMBER, MANAGER, or OWNER. 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Can be the member email address (e.g., user@example.com) or the unique member ID"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_get_settings":{"id":"google_groups_get_settings","name":"Google Groups Get Settings","description":"Get the settings for a Google Group including access permissions, moderation, and posting options","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the group (e.g., team@example.com)"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_has_member":{"id":"google_groups_has_member","name":"Google Groups Has Member","description":"Check if a user is a member of a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. 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Each range should include sheet name."},"majorDimension":{"type":"string","required":false,"visibility":"user-or-llm","description":"The major dimension of values: \\"ROWS\\" (default) or \\"COLUMNS\\""},"valueRenderOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How values should be rendered: \\"FORMATTED_VALUE\\" (default), \\"UNFORMATTED_VALUE\\", or \\"FORMULA\\""}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_batch_update_v2":{"id":"google_sheets_batch_update_v2","name":"Batch Update Google Sheets V2","description":"Update multiple ranges in a Google Sheets spreadsheet in a single request","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of value ranges to update. Each item should have \\"range\\" (e.g., \\"Sheet1!A1:D10\\") and \\"values\\" (2D array)."},"valueInputOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How input data should be interpreted: \\"RAW\\" or \\"USER_ENTERED\\" (default). USER_ENTERED parses formulas."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_clear_v2":{"id":"google_sheets_clear_v2","name":"Clear Google Sheets Range V2","description":"Clear values from a specific range in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to clear"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to clear (e.g. \\"A1:D10\\"). Clears entire sheet if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_copy_sheet_v2":{"id":"google_sheets_copy_sheet_v2","name":"Copy Sheet V2","description":"Copy a sheet from one spreadsheet to another","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"sourceSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the sheet to copy (numeric ID, not the sheet name). Use Get Spreadsheet to find sheet IDs."},"destinationSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination spreadsheet where the sheet will be copied"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_create_spreadsheet_v2":{"id":"google_sheets_create_spreadsheet_v2","name":"Create Spreadsheet V2","description":"Create a new Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new spreadsheet"},"sheetTitles":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of sheet names to create (e.g., [\\"Sheet1\\", \\"Data\\", \\"Summary\\"]). Defaults to a single \\"Sheet1\\"."},"locale":{"type":"string","required":false,"visibility":"user-or-llm","description":"The locale of the spreadsheet (e.g., \\"en_US\\")"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The time zone of the spreadsheet (e.g., \\"America/New_York\\")"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_rows_v2":{"id":"google_sheets_delete_rows_v2","name":"Delete Rows from Google Sheets V2","description":"Delete rows from a sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab (not the sheet name). Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the table to"},"rows":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the table (minimum 1)"},"columns":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the table (minimum 1)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the table in points (default: 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the table in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_video":{"id":"google_slides_create_video","name":"Embed Video in 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If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_slides_position":{"id":"google_slides_update_slides_position","name":"Reorder Slides in Google Slides","description":"Move one or more slides to a new position in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"slideObjectIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of slide object IDs to move. The slides will maintain their relative order."},"insertionIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based index where the slides should be moved. All slides with indices greater than or equal to this will be shifted right."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_border_properties":{"id":"google_slides_update_table_border_properties","name":"Update Table Border Properties in Google Slides","description":"Update border color, weight, and dash style for a position (e.g. ALL, INNER, OUTER) in a table range.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"borderPosition":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which borders to update: ALL (default), BOTTOM, INNER, INNER_HORIZONTAL, INNER_VERTICAL, LEFT, OUTER, RIGHT, TOP"},"borderColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Border color as hex"},"borderWeight":{"type":"number","required":false,"visibility":"user-or-llm","description":"Border weight in points"},"dashStyle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dash style: SOLID, DOT, DASH, DASH_DOT, LONG_DASH, LONG_DASH_DOT"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableBorderProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_cell_properties":{"id":"google_slides_update_table_cell_properties","name":"Update Table Cell Properties in Google Slides","description":"Update background fill and content alignment for a range of table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"backgroundColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cell background color as hex (e.g. #F1F3F4)"},"backgroundAlpha":{"type":"number","required":false,"visibility":"user-or-llm","description":"Background fill opacity between 0.0 and 1.0"},"contentAlignment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vertical alignment of cell content: TOP, MIDDLE, or BOTTOM"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableCellProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. 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Resupply true if the hold currently includes shared drives — leaving it false/blank clears that setting."}},"oauth":{"required":true,"provider":"google-vault"}},"grafana_check_data_source_health":{"id":"grafana_check_data_source_health","name":"Grafana Check Data Source Health","description":"Test connectivity to a data source by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the data source to health-check (e.g., P1234AB5678)"}}},"grafana_create_alert_rule":{"id":"grafana_create_alert_rule","name":"Grafana Create Alert Rule","description":"Create a new alert rule","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the alert rule"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to create the alert in (e.g., folder-abc123)"},"ruleGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the rule group"},"condition":{"type":"string","required":false,"visibility":"user-or-llm","description":"The refId of the query or expression to use as the alert condition (required for alerting rules; omit for recording rules)"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of query/expression data objects"},"forDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to wait before firing (e.g., 5m, 1h)"},"noDataState":{"type":"string","required":false,"visibility":"user-only","description":"State when no data is returned (NoData, Alerting, OK)"},"execErrState":{"type":"string","required":false,"visibility":"user-only","description":"State on execution error (Error, Alerting, OK)"},"annotations":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of annotations"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of labels"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional custom UID for the alert rule"},"isPaused":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the rule is paused on creation"},"keepFiringFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to keep firing after the condition stops (e.g., 5m)"},"missingSeriesEvalsToResolve":{"type":"number","required":false,"visibility":"user-only","description":"Number of missing series evaluations before resolving"},"notificationSettings":{"type":"string","required":false,"visibility":"user-only","description":"JSON object of per-rule notification settings (overrides)"},"record":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object configuring this as a recording rule (omit for alerting rules)"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the rule remains editable in the Grafana UI"}}},"grafana_create_annotation":{"id":"grafana_create_annotation","name":"Grafana Create Annotation","description":"Create an annotation on a dashboard or as a global annotation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the annotation"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"UID of the dashboard to add the annotation to (e.g., abc123def). Omit to create a global organization annotation."},"panelId":{"type":"number","required":false,"visibility":"user-or-llm","description":"ID of the panel to add the annotation to (e.g., 1, 2)"},"time":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000, defaults to now)"},"timeEnd":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds for range annotations (e.g., 1704153600000)"}}},"grafana_create_contact_point":{"id":"grafana_create_contact_point","name":"Grafana Create Contact Point","description":"Create a notification contact point (e.g., Slack, email, PagerDuty)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the contact point (groups receivers shown in the UI)"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receiver type (e.g., slack, email, pagerduty, webhook)"},"settings":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of type-specific settings (e.g., {\\"addresses\\":\\"a@b.com\\"} for email, {\\"url\\":\\"...\\"} for slack)"},"disableResolveMessage":{"type":"boolean","required":false,"visibility":"user-only","description":"Do not send a notification when the alert resolves"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the contact point remains editable in the UI"}}},"grafana_create_dashboard":{"id":"grafana_create_dashboard","name":"Grafana Create Dashboard","description":"Create a new dashboard","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new dashboard"},"folderUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UID of the folder to create the dashboard in (e.g., folder-abc123)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"timezone":{"type":"string","required":false,"visibility":"user-only","description":"Dashboard timezone (e.g., browser, utc)"},"refresh":{"type":"string","required":false,"visibility":"user-only","description":"Auto-refresh interval (e.g., 5s, 1m, 5m)"},"panels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of panel configurations"},"overwrite":{"type":"boolean","required":false,"visibility":"user-only","description":"Overwrite existing dashboard with same title"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit message for the dashboard version"}}},"grafana_create_folder":{"id":"grafana_create_folder","name":"Grafana Create Folder","description":"Create a new folder in Grafana","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new folder"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional UID for the folder (auto-generated if not provided)"},"parentUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent folder UID for nested folders (requires nested folders enabled)"}}},"grafana_delete_alert_rule":{"id":"grafana_delete_alert_rule","name":"Grafana Delete Alert Rule","description":"Delete an alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to delete"}}},"grafana_delete_annotation":{"id":"grafana_delete_annotation","name":"Grafana Delete Annotation","description":"Delete an annotation by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"annotationId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the annotation to delete"}}},"grafana_delete_dashboard":{"id":"grafana_delete_dashboard","name":"Grafana Delete Dashboard","description":"Delete a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to delete (e.g., abc123def)"}}},"grafana_delete_folder":{"id":"grafana_delete_folder","name":"Grafana Delete Folder","description":"Delete a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to delete (e.g., folder-abc123)"},"forceDeleteRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Delete any alert rules stored in the folder along with it (default false)"}}},"grafana_get_alert_rule":{"id":"grafana_get_alert_rule","name":"Grafana Get Alert Rule","description":"Get a specific alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to retrieve"}}},"grafana_get_dashboard":{"id":"grafana_get_dashboard","name":"Grafana Get Dashboard","description":"Get a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to retrieve (e.g., abc123def)"}}},"grafana_get_data_source":{"id":"grafana_get_data_source","name":"Grafana Get Data Source","description":"Get a data source by its ID or UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID or UID of the data source to retrieve (e.g., prometheus, P1234AB5678)"}}},"grafana_get_folder":{"id":"grafana_get_folder","name":"Grafana Get Folder","description":"Get a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to retrieve (e.g., folder-abc123)"}}},"grafana_get_health":{"id":"grafana_get_health","name":"Grafana Get Health","description":"Check the health of the Grafana instance (version, database status)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_alert_rules":{"id":"grafana_list_alert_rules","name":"Grafana List Alert Rules","description":"List all alert rules in the Grafana instance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_annotations":{"id":"grafana_list_annotations","name":"Grafana List Annotations","description":"Query annotations by time range, dashboard, or tags","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"from":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000)"},"to":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds (e.g., 1704153600000)"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dashboard UID to query annotations from (e.g., abc123def). 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for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_jobs":{"id":"greenhouse_list_jobs","name":"Greenhouse List Jobs","description":"Lists jobs from Greenhouse with optional filtering by status, department, or office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status (open, closed, 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configured in Greenhouse","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_users":{"id":"greenhouse_list_users","name":"Greenhouse List Users","description":"Lists Greenhouse users (recruiters, hiring managers, admins) with optional filtering","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"created_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created at or after this ISO 8601 timestamp"},"created_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created before this ISO 8601 timestamp"},"updated_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated at or after this ISO 8601 timestamp"},"updated_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated before this ISO 8601 timestamp"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address"}}},"greptile_index_repo":{"id":"greptile_index_repo","name":"Greptile Index Repository","description":"Submit a repository to be indexed by Greptile. Indexing must complete before the repository can be queried. Small repos take 3-5 minutes, larger ones can take over an hour.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch to index (e.g., \\"main\\" or \\"master\\")"},"reload":{"type":"boolean","required":false,"visibility":"user-only","description":"Force re-indexing even if already indexed"},"notify":{"type":"boolean","required":false,"visibility":"user-only","description":"Send email notification when indexing completes"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_query":{"id":"greptile_query","name":"Greptile Query","description":"Query repositories in natural language and get answers with relevant code references. Greptile uses AI to understand your codebase and answer questions.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language question about the codebase. Example: \\"How does authentication work?\\" or \\"Where is the payment processing logic?\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple queries to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough analysis (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_search":{"id":"greptile_search","name":"Greptile Search","description":"Search repositories in natural language and get relevant code references without generating an answer. Useful for finding specific code locations.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language search query to find relevant code. Example: \\"authentication middleware\\" or \\"database connection handling\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple searches to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough search (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_status":{"id":"greptile_status","name":"Greptile Repository Status","description":"Check the indexing status of a repository. Use this to verify if a repository is ready to be queried or to monitor indexing progress.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch name (e.g., \\"main\\" or \\"master\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"guardrails_validate":{"id":"guardrails_validate","name":"Guardrails Validate","description":"Validate content using guardrails (JSON, regex, hallucination check, or PII detection)","version":"1.0.0","params":{"input":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content to validate (from wired block)"},"validationType":{"type":"string","required":true,"visibility":"user-only","description":"Type of validation: json, regex, hallucination, or pii"},"regex":{"type":"string","required":false,"visibility":"user-only","description":"Regex pattern (required for regex validation)"},"knowledgeBaseId":{"type":"string","required":false,"visibility":"user-only","description":"Knowledge base ID (required for hallucination check)"},"threshold":{"type":"string","required":false,"visibility":"user-only","description":"Confidence threshold (0-10 scale, default: 3, scores below fail)"},"topK":{"type":"string","required":false,"visibility":"user-only","description":"Number of chunks to retrieve from knowledge base (default: 10)"},"model":{"type":"string","required":false,"visibility":"user-only","description":"LLM model for confidence scoring (default: gpt-4o-mini)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for LLM provider (optional if using hosted)"},"piiEntityTypes":{"type":"array","required":false,"visibility":"user-only","description":"PII entity types to detect (empty = detect all)"},"piiMode":{"type":"string","required":false,"visibility":"user-only","description":"PII action mode: block or mask (default: block)"},"piiLanguage":{"type":"string","required":false,"visibility":"user-only","description":"Language for PII detection (default: en)"},"piiCustomPatterns":{"type":"array","required":false,"visibility":"user-only","description":"Custom regex patterns to detect and replace (name, pattern, replacement)"}}},"hex_cancel_run":{"id":"hex_cancel_run","name":"Hex Cancel Run","description":"Cancel an active Hex project run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to cancel"}}},"hex_create_collection":{"id":"hex_create_collection","name":"Hex Create Collection","description":"Create a new collection in the Hex workspace to organize projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional description for the collection"}}},"hex_create_group":{"id":"hex_create_group","name":"Hex Create Group","description":"Create a new group in the Hex workspace, optionally with initial members.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new group"},"memberUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add as initial group members (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_deactivate_user":{"id":"hex_deactivate_user","name":"Hex Deactivate User","description":"Deactivate a user in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the user to deactivate"}}},"hex_delete_group":{"id":"hex_delete_group","name":"Hex Delete Group","description":"Delete a group from the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to delete"}}},"hex_get_collection":{"id":"hex_get_collection","name":"Hex Get Collection","description":"Retrieve details for a specific Hex collection by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection"}}},"hex_get_data_connection":{"id":"hex_get_data_connection","name":"Hex Get Data Connection","description":"Retrieve details for a specific data connection including type, description, and configuration flags.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"dataConnectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the data connection"}}},"hex_get_group":{"id":"hex_get_group","name":"Hex Get Group","description":"Retrieve details for a specific Hex group.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group"}}},"hex_get_project":{"id":"hex_get_project","name":"Hex Get Project","description":"Get metadata and details for a specific Hex project by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"}}},"hex_get_project_runs":{"id":"hex_get_project_runs","name":"Hex Get Project Runs","description":"Retrieve API-triggered runs for a Hex project with optional filtering by status and pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (1-100, default: 25)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for paginated results (default: 0)"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run status: PENDING, RUNNING, ERRORED, COMPLETED, KILLED, UNABLE_TO_ALLOCATE_KERNEL"},"runTriggerFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by how the run was triggered: ALL, API, SCHEDULED, or APP_REFRESH"}}},"hex_get_queried_tables":{"id":"hex_get_queried_tables","name":"Hex Get Queried Tables","description":"Return the warehouse tables queried by a Hex project, including data connection and table names.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tables to return (1-100)"}}},"hex_get_run_status":{"id":"hex_get_run_status","name":"Hex Get Run Status","description":"Check the status of a Hex project run by its run ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to check"}}},"hex_list_collections":{"id":"hex_list_collections","name":"Hex List Collections","description":"List all collections in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of collections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_data_connections":{"id":"hex_list_data_connections","name":"Hex List Data Connections","description":"List all data connections in the Hex workspace (e.g., Snowflake, PostgreSQL, BigQuery).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of connections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_groups":{"id":"hex_list_groups","name":"Hex List Groups","description":"List all groups in the Hex workspace with optional sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_projects":{"id":"hex_list_projects","name":"Hex List Projects","description":"List all projects in your Hex workspace with optional filtering by status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (1-100)"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-only","description":"Include archived projects in results"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: PUBLISHED, DRAFT, or ALL"},"includeComponents":{"type":"boolean","required":false,"visibility":"user-only","description":"Include components in results"},"includeTrashed":{"type":"boolean","required":false,"visibility":"user-only","description":"Include trashed projects in results"},"creatorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by creator email"},"ownerEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner email"},"collectionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by collection UUID"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of category names to filter by (e.g., [\\"Marketing\\", \\"Finance\\"])"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT, LAST_EDITED_AT, or LAST_PUBLISHED_AT"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_users":{"id":"hex_list_users","name":"Hex List Users","description":"List all users in the Hex workspace with optional filtering and sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (1-100, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME or EMAIL"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by group UUID"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user UUIDs to filter by"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_run_project":{"id":"hex_run_project","name":"Hex Run Project","description":"Execute a published Hex project. Optionally pass input parameters and control caching behavior.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to run"},"inputParams":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of input parameters for the project (e.g., {\\"date\\": \\"2024-01-01\\"})"},"dryRun":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, perform a dry run without executing the project"},"updateCache":{"type":"boolean","required":false,"visibility":"user-only","description":"(Deprecated) If true, update the cached results after execution"},"updatePublishedResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, update the published app results after execution"},"useCachedSqlResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, use cached SQL results instead of re-running queries"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SavedView ID to use for the project run"},"notifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of notification details to deliver once the run completes (e.g., [{\\"type\\": \\"FAILURE\\", \\"slackChannelIds\\": [\\"C0123456789\\"], \\"userIds\\": [], \\"groupIds\\": [], \\"includeSuccessScreenshot\\": false}]). type is ALL, SUCCESS, or FAILURE."}}},"hex_update_collection":{"id":"hex_update_collection","name":"Hex Update Collection","description":"Update the name or description of an existing Hex collection.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the collection"}}},"hex_update_group":{"id":"hex_update_group","name":"Hex Update Group","description":"Rename a Hex group or add/remove members from it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the group"},"addUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add to the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"},"removeUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to remove from the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_update_project":{"id":"hex_update_project","name":"Hex Update Project","description":"Update a Hex project status label (e.g., endorsement or custom workspace statuses).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to update"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New project status name (custom workspace status label)"}}},"http_request":{"id":"http_request","name":"HTTP Request","description":"Make HTTP requests with comprehensive support for methods, headers, query parameters, path parameters, and form data. Features configurable timeout and status validation for robust API interactions.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to send the request to"},"method":{"type":"string","default":"GET","visibility":"user-or-llm","description":"HTTP method (GET, POST, PUT, PATCH, DELETE)"},"headers":{"type":"object","visibility":"user-or-llm","description":"HTTP headers to include"},"body":{"type":"object","visibility":"user-or-llm","description":"Request body (for POST, PUT, PATCH)"},"params":{"type":"object","visibility":"user-or-llm","description":"URL query parameters to append"},"pathParams":{"type":"object","visibility":"user-or-llm","description":"URL path parameters to replace (e.g., :id in /users/:id)"},"formData":{"type":"object","visibility":"user-or-llm","description":"Form data to send (will set appropriate Content-Type)"},"proxyUrl":{"type":"string","visibility":"user-only","description":"Route the request through an http:// proxy (e.g. http://user:pass@host:port)."},"timeout":{"type":"number","visibility":"user-only","description":"Request timeout in milliseconds (default: 300000 = 5 minutes)"},"retries":{"type":"number","visibility":"hidden","description":"Number of retry attempts for retryable failures (timeouts, 429, 5xx). Default: 0 (no retries)."},"retryDelayMs":{"type":"number","visibility":"hidden","description":"Initial retry delay in milliseconds (default: 500)"},"retryMaxDelayMs":{"type":"number","visibility":"hidden","description":"Maximum delay between retries in milliseconds (default: 30000)"},"retryNonIdempotent":{"type":"boolean","visibility":"hidden","description":"Allow retries for non-idempotent methods like POST/PATCH (may create duplicate requests)."}}},"hubspot_add_list_memberships":{"id":"hubspot_add_list_memberships","name":"Add List Members in HubSpot","description":"Add records to a manual (static) HubSpot list by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to add records to (MANUAL or SNAPSHOT lists only)"},"recordIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Record IDs to add to the list, as a JSON array (e.g., [\\"123\\",\\"456\\"]) or comma-separated string"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_appointment":{"id":"hubspot_create_appointment","name":"Create Appointment in HubSpot","description":"Create a new appointment in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Appointment properties as JSON object. Must include hs_appointment_start (e.g., {\\"hs_appointment_name\\": \\"Discovery Call\\", \\"hs_appointment_start\\": \\"2024-01-15T10:00:00Z\\", \\"hs_appointment_end\\": \\"2024-01-15T11:00:00Z\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the appointment as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_association":{"id":"hubspot_create_association","name":"Create Association in HubSpot","description":"Associate two HubSpot records. Creates the default (unlabeled) association unless an association type ID is provided","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to associate to (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the target record"},"associationCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Association category for a labeled association (HUBSPOT_DEFINED, USER_DEFINED, INTEGRATOR_DEFINED). Defaults to HUBSPOT_DEFINED when an association type ID is provided"},"associationTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific association type ID for a labeled association. Omit to create the default association for the object pair"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_company":{"id":"hubspot_create_company","name":"Create Company in HubSpot","description":"Create a new company in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Company properties as JSON object (e.g., {\\"name\\": \\"Acme Inc\\", \\"domain\\": \\"acme.com\\", \\"industry\\": \\"Technology\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the company as JSON (each with \\"to.id\\" and \\"types\\" containing \\"associationCategory\\" and \\"associationTypeId\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_contact":{"id":"hubspot_create_contact","name":"Create Contact in HubSpot","description":"Create a new contact in HubSpot. Requires at least one of: email, firstname, or lastname","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Contact properties as JSON object. Must include at least one of: email, firstname, or lastname (e.g., {\\"email\\": \\"john@example.com\\", \\"firstname\\": \\"John\\", \\"lastname\\": \\"Doe\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the contact as JSON. Each object should have \\"to.id\\" (company/deal ID) and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_deal":{"id":"hubspot_create_deal","name":"Create Deal in HubSpot","description":"Create a new deal in HubSpot with the given properties (e.g., dealname, amount, dealstage)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Deal properties as JSON object. Should include dealname and dealstage, plus pipeline when the account has multiple pipelines (e.g., {\\"dealname\\": \\"New Deal\\", \\"amount\\": \\"5000\\", \\"dealstage\\": \\"appointmentscheduled\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the deal as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_email":{"id":"hubspot_create_email","name":"Create Email in HubSpot","description":"Log an email engagement in HubSpot and optionally associate it with contacts. Requires the hs_timestamp property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Email properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601). Common fields: \\"hs_email_direction\\" (EMAIL, INCOMING_EMAIL, FORWARDED_EMAIL), \\"hs_email_status\\" (SENT, SENDING, SCHEDULED, FAILED, BOUNCED), \\"hs_email_subject\\", \\"hs_email_text\\", \\"hs_email_html\\", \\"hs_email_headers\\" (JSON string)"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (198 = email→contact)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_line_item":{"id":"hubspot_create_line_item","name":"Create Line Item in HubSpot","description":"Create a new line item in HubSpot. Requires at least a name property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Line item properties as JSON object (e.g., {\\"name\\": \\"Product A\\", \\"quantity\\": \\"2\\", \\"price\\": \\"50.00\\", \\"hs_sku\\": \\"SKU-001\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the line item as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_list":{"id":"hubspot_create_list","name":"Create List in HubSpot","description":"Create a new list in HubSpot. Specify the object type and processing type (MANUAL or DYNAMIC)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"objectTypeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type ID (e.g., \\"0-1\\" for contacts, \\"0-2\\" for companies)"},"processingType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Processing type: \\"MANUAL\\" for static lists or \\"DYNAMIC\\" for active lists"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_note":{"id":"hubspot_create_note","name":"Create Note in HubSpot","description":"Log a note in HubSpot and optionally associate it with contacts, companies, or deals. Requires hs_timestamp and hs_note_body properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Note properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601 activity time) and \\"hs_note_body\\" (the note text). e.g., {\\"hs_timestamp\\": \\"2026-06-13T00:00:00Z\\", \\"hs_note_body\\": \\"Followed up via phone\\"}"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot 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If not specified, uses record ID"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties to update as JSON object (e.g., {\\"subject\\": \\"Updated subject\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"}},"oauth":{"required":true,"provider":"hubspot"}},"huggingface_chat":{"id":"huggingface_chat","name":"Hugging Face Chat","description":"Generate completions using Hugging Face Inference API","version":"1.0","params":{"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"System prompt to guide the model behavior"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message content to send to the model"},"provider":{"type":"string","required":true,"visibility":"user-only","description":"The provider to use for the API request (e.g., novita, cerebras, etc.)"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Model to use for chat completions (e.g., \\"deepseek/deepseek-v3-0324\\", \\"meta-llama/Llama-3.3-70B-Instruct\\")"},"maxTokens":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of tokens to generate"},"temperature":{"type":"number","required":false,"visibility":"user-only","description":"Sampling temperature (0-2). Higher values make output more random"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hugging Face API token"}}},"hunter_companies_find":{"id":"hunter_companies_find","name":"Hunter Companies Find","description":"Enriches company data using domain name.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to find company data for (e.g., \\"stripe.com\\", \\"company.io\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_discover":{"id":"hunter_discover","name":"Hunter Discover","description":"Returns companies matching a set of criteria using Hunter.io AI-powered search.","version":"1.0.0","params":{"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Natural language search query for companies"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain name to filter by (e.g., \\"stripe.com\\", \\"company.io\\")"},"headcount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company size filter (e.g., \\"1-10\\", \\"11-50\\")"},"company_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of organization"},"technology":{"type":"string","required":false,"visibility":"user-or-llm","description":"Technology used by companies"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_domain_search":{"id":"hunter_domain_search","name":"Hunter Domain Search","description":"Returns all the email addresses found using one given domain name, with sources.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to search for email addresses (e.g., \\"stripe.com\\", \\"company.io\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum email addresses to return (e.g., 10, 25, 50). 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Required if company not provided"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to count emails for (e.g., \\"Stripe\\", \\"Acme Inc\\"). Required if domain not provided"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter for personal or generic emails only (e.g., \\"personal\\", \\"generic\\", \\"all\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_email_finder":{"id":"hunter_email_finder","name":"Hunter Email Finder","description":"Finds the most likely email address for a person given their name and company domain.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain name (e.g., \\"stripe.com\\", \\"company.io\\")"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s first name (e.g., \\"John\\", \\"Sarah\\")"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s last name (e.g., \\"Smith\\", 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attach"}}},"iam_create_access_key":{"id":"iam_create_access_key","name":"IAM Create Access Key","description":"Create a new access key pair for an IAM user","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The IAM user to create the key for (defaults to current user)"}}},"iam_create_role":{"id":"iam_create_role","name":"IAM Create Role","description":"Create a new IAM role with a trust policy","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"roleName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new IAM role (1-64 characters)"},"assumeRolePolicyDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trust policy JSON specifying who can assume this role"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the role"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path for the role (e.g., /application/), defaults to /"},"maxSessionDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum session duration in seconds (3600-43200, default 3600)"}}},"iam_create_user":{"id":"iam_create_user","name":"IAM 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Costs 0.1 credit per verification (https://www.icypeas.com/pricing).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Icypeas API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g. john@stripe.com)"}}},"identity_center_check_assignment_deletion_status":{"id":"identity_center_check_assignment_deletion_status","name":"Identity Center Check Assignment Deletion Status","description":"Check the deprovisioning status of an account assignment deletion request","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"instanceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Identity Center instance"},"requestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Request ID returned from Delete Account Assignment"}}},"identity_center_check_assignment_status":{"id":"identity_center_check_assignment_status","name":"Identity Center Check Assignment Status","description":"Check the provisioning status of an account assignment creation request","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"instanceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Identity Center 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account ID to grant access to"},"permissionSetArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the permission set to assign"},"principalType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of principal: USER or GROUP"},"principalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identity Store ID of the user or group"}}},"identity_center_delete_account_assignment":{"id":"identity_center_delete_account_assignment","name":"Identity Center Delete Account Assignment","description":"Revoke a user or group access to an AWS account by removing a permission set assignment","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"instanceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Identity Center instance"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS account ID to revoke access from"},"permissionSetArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the permission set to remove"},"principalType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of principal: USER or GROUP"},"principalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identity Store ID of the user or group"}}},"identity_center_describe_account":{"id":"identity_center_describe_account","name":"Identity Center Describe Account","description":"Retrieve details about a specific AWS account by its ID","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"AWS account ID to describe"}}},"identity_center_get_group":{"id":"identity_center_get_group","name":"Identity Center Get Group","description":"Look up a group in the Identity Store by display name","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"identityStoreId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identity Store ID (from the Identity Center instance)"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name of the group to look up"}}},"identity_center_get_user":{"id":"identity_center_get_user","name":"Identity Center Get User","description":"Look up a user in the Identity Store by email address","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"identityStoreId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identity Store ID (from the Identity Center instance)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to look up"}}},"identity_center_list_account_assignments":{"id":"identity_center_list_account_assignments","name":"Identity Center List Account Assignments","description":"List all account assignments for a specific user or group across all accounts","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"instanceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Identity Center instance"},"principalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identity Store ID of the user or group"},"principalType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of principal: USER or GROUP"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assignments to return"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"identity_center_list_accounts":{"id":"identity_center_list_accounts","name":"Identity Center List Accounts","description":"List all AWS accounts in your organization","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of accounts to return"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"identity_center_list_groups":{"id":"identity_center_list_groups","name":"Identity Center List Groups","description":"List all groups in the Identity Store","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"identityStoreId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identity Store ID (from the Identity Center instance)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"identity_center_list_instances":{"id":"identity_center_list_instances","name":"Identity Center List Instances","description":"List all AWS IAM Identity Center instances in your account","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (1-100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"identity_center_list_permission_sets":{"id":"identity_center_list_permission_sets","name":"Identity Center List Permission Sets","description":"List all permission sets defined in an IAM Identity Center instance","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"instanceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Identity Center instance"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of permission sets to return"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"image_generate":{"id":"image_generate","name":"Image Generator","description":"Generate images with OpenAI GPT Image, Google Nano Banana, or Fal.ai image models","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Image generation provider: openai, gemini, or falai"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Provider API key"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Provider model ID, such as gpt-image-1.5, gemini-3.1-flash-image-preview, or nano-banana-2"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the image to generate"},"size":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider-specific image size"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio, such as auto, 1:1, 16:9, or 9:16"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider-specific image resolution, such as 1K, 2K, 4K, 1k, or 2k"},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider-specific image quality"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background setting when supported"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format: png, jpeg, or webp where supported"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"OpenAI moderation level: auto or low"},"safetyTolerance":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fal.ai safety tolerance when supported"},"numImages":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of images to generate, subject to provider limits"},"seed":{"type":"number","required":false,"visibility":"user-or-llm","description":"Random seed when supported"},"enableSafetyChecker":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable the Fal.ai safety checker when supported"},"enableWebSearch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable web search grounding when supported by the selected Fal.ai model"},"thinkingLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fal.ai thinking level when supported: minimal or high"}}},"incidentio_actions_create":{"id":"incidentio_actions_create","name":"Create Action","description":"Create a new action on an incident in 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Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this action to"}}},"incidentio_actions_list":{"id":"incidentio_actions_list","name":"incident.io Actions List","description":"List actions from incident.io. 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This endpoint replaces the description, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the action: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this action to"}}},"incidentio_alert_events_create":{"id":"incidentio_alert_events_create","name":"Create Alert Event","description":"Fire an alert into incident.io through an HTTP alert source. Send the same deduplication key with status \\"resolved\\" to close the alert you opened.","version":"1.0.0","params":{"alert_source_config_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the HTTP alert source config to fire into (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"},"alert_source_token":{"type":"string","required":true,"visibility":"user-only","description":"The token generated when configuring the HTTP alert source. This is not the incident.io API key."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the alert (e.g., \\"Payments service error rate above 5%\\")"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Current status of the alert: \\"firing\\" or \\"resolved\\""},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detail to add below the title. Supports Markdown."},"deduplication_key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Key that uniquely identifies this alert. Reuse it to update or resolve the same alert instead of creating a new one."},"source_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Link back to the alert in the upstream system"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional metadata as a JSON object, parsed according to the alert source config (e.g., {\\"service\\": \\"payments\\"})"}}},"incidentio_alerts_list":{"id":"incidentio_alerts_list","name":"List Alerts","description":"List alerts in incident.io, optionally filtered by status, source, or created date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by alert status: \\"firing\\" or \\"resolved\\""},"status_operator":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to apply the status filter: \\"one_of\\" to match it, \\"not_in\\" to exclude it. Default: one_of"},"alert_source_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by alert source ID (e.g., \\"01GBSQF3FHF7FWZQNWGHAVQ804\\")"},"alert_source_operator":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to apply the alert source filter: \\"one_of\\" to match it, \\"not_in\\" to exclude it. Default: one_of"},"deduplication_key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to the single alert with this deduplication key"},"created_at_gte":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts created on or after this date (e.g., \\"2025-01-01\\")"},"created_at_lte":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts created on or before this date (e.g., \\"2025-02-01\\")"},"has_notes":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to alerts that do (true) or do not (false) have notes attached"},"include_maintenance_window":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include alerts held by a maintenance window. Defaults to true on the API"}}},"incidentio_alerts_resolve":{"id":"incidentio_alerts_resolve","name":"Resolve Alert","description":"Resolve a currently firing alert in incident.io. Resolving an already-resolved alert is a no-op and returns it unchanged.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the alert to resolve (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}}},"incidentio_alerts_show":{"id":"incidentio_alerts_show","name":"Show Alert","description":"Get a single alert by ID from incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the alert to fetch (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}}},"incidentio_catalog_entries_list":{"id":"incidentio_catalog_entries_list","name":"List Catalog Entries","description":"List the entries of a catalog type in incident.io — for example every service, team, or customer recorded in the catalog","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"catalog_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the catalog type to list entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"identifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return entries matching this identifier. Searches by ID, external ID, and alias."}}},"incidentio_catalog_types_list":{"id":"incidentio_catalog_types_list","name":"List Catalog Types","description":"List all catalog types in incident.io, including those synced from external resources. Use this to find the catalog type ID needed to list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_custom_fields_create":{"id":"incidentio_custom_fields_create","name":"incident.io Custom Fields Create","description":"Create a new custom field in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the custom field (e.g., \\"Affected Service\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the custom field (required)"},"field_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of the custom field (e.g., text, single_select, multi_select, numeric, datetime, link, user, team)"}}},"incidentio_custom_fields_delete":{"id":"incidentio_custom_fields_delete","name":"incident.io Custom Fields Delete","description":"Delete a custom field from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Custom field ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_custom_fields_list":{"id":"incidentio_custom_fields_list","name":"incident.io Custom Fields List","description":"List all custom fields from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_custom_fields_show":{"id":"incidentio_custom_fields_show","name":"incident.io Custom Fields Show","description":"Get detailed information about a specific custom field from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Custom field ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_custom_fields_update":{"id":"incidentio_custom_fields_update","name":"incident.io Custom Fields Update","description":"Update an existing custom field in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Custom field ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the custom field (e.g., \\"Affected Service\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"New description for the custom field (required)"}}},"incidentio_escalation_paths_create":{"id":"incidentio_escalation_paths_create","name":"Create Escalation Path","description":"Create a new escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the escalation path (e.g., \\"Critical Incident Path\\")"},"path":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of escalation levels with targets and time to acknowledge in seconds. Each level should have: targets (array of {id, type, schedule_id?, user_id?, urgency}) and time_to_ack_seconds (number)"},"working_hours":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional working hours configuration. Array of {weekday, start_time, end_time}"}}},"incidentio_escalation_paths_delete":{"id":"incidentio_escalation_paths_delete","name":"Delete Escalation Path","description":"Delete an escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation path to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_escalation_paths_list":{"id":"incidentio_escalation_paths_list","name":"List Escalation Paths","description":"List escalation paths in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of escalation paths to return per page"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"}}},"incidentio_escalation_paths_show":{"id":"incidentio_escalation_paths_show","name":"Show Escalation Path","description":"Get details of a specific escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation path (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_escalation_paths_update":{"id":"incidentio_escalation_paths_update","name":"Update Escalation Path","description":"Update an existing escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation path to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the escalation path (e.g., \\"Critical Incident Path\\")"},"path":{"type":"json","required":true,"visibility":"user-or-llm","description":"New escalation path configuration. Array of escalation levels with targets and time_to_ack_seconds"},"working_hours":{"type":"json","required":false,"visibility":"user-or-llm","description":"New working hours configuration. Array of {weekday, start_time, end_time}"}}},"incidentio_escalations_cancel":{"id":"incidentio_escalations_cancel","name":"Cancel Escalation","description":"Cancel an escalation in incident.io. Notifications stop, and the escalation will not advance to further levels or repeat.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation to cancel (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_escalations_create":{"id":"incidentio_escalations_create","name":"Create Escalation","description":"Create a new escalation policy in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate escalation creation. Use a UUID or unique string."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the escalation (e.g., \\"Database Critical Alert\\")"},"escalation_path_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the escalation path to use (required if user_ids not provided)"},"user_ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user IDs to notify (required if escalation_path_id not provided)"}}},"incidentio_escalations_list":{"id":"incidentio_escalations_list","name":"List Escalations","description":"List all escalation policies in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of escalations to return per page"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"}}},"incidentio_escalations_show":{"id":"incidentio_escalations_show","name":"Show Escalation","description":"Get details of a specific escalation policy in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation policy (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_follow_ups_create":{"id":"incidentio_follow_ups_create","name":"Create Follow-up","description":"Create a new follow-up on an incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident the follow-up belongs to (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the follow-up (e.g., \\"Add alerting on connection pool saturation\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"external_issue_reference_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the external issue this follow-up relates to"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}}},"incidentio_follow_ups_list":{"id":"incidentio_follow_ups_list","name":"incident.io Follow-ups List","description":"List follow-ups from incident.io. Optionally filter by incident ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter follow-ups by incident ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter follow-ups by incident mode (standard, retrospective, test, tutorial, or stream)"}}},"incidentio_follow_ups_show":{"id":"incidentio_follow_ups_show","name":"incident.io Follow-ups Show","description":"Get detailed information about a specific follow-up from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Follow-up ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_follow_ups_update":{"id":"incidentio_follow_ups_update","name":"Update Follow-up","description":"Update an existing follow-up in incident.io, for example to mark it completed or reassign it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the follow-up to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the follow-up. This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}}},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}}},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}}},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}}},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}}},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}}},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}}},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}}},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}}},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by email address"},"slack_user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by Slack user ID"}}},"incidentio_users_show":{"id":"incidentio_users_show","name":"Incident.io Users Show","description":"Get detailed information about a specific user in your Incident.io workspace by their ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the user to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_create":{"id":"incidentio_workflows_create","name":"incident.io Workflows Create","description":"Create a new workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the workflow (e.g., \\"Notify on Critical Incidents\\")"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder to organize the workflow in"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State of the workflow (active, draft, or disabled)","default":"draft"},"trigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trigger type for the workflow (e.g., \\"incident.updated\\", \\"incident.created\\")","default":"incident.updated"},"steps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow steps as JSON string. Example: [{\\"label\\": \\"Notify team\\", \\"name\\": \\"slack.post_message\\"}]","default":"[]"},"condition_groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of condition groups as JSON string to control when the workflow runs. Example: [{\\"conditions\\": [{\\"operation\\": \\"one_of\\", \\"param_bindings\\": [], \\"subject\\": \\"incident.severity\\"}]}]","default":"[]"},"runs_on_incidents":{"type":"string","required":false,"visibility":"user-or-llm","description":"When to run the workflow: \\"newly_created\\" (only new incidents), \\"newly_created_and_active\\" (new and active incidents), \\"active\\" (only active incidents), or \\"all\\" (all incidents)","default":"newly_created"},"runs_on_incident_modes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of incident modes to run on as JSON string. Example: [\\"standard\\", \\"retrospective\\"]","default":"[\\"standard\\"]"},"include_private_incidents":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include private incidents","default":true},"continue_on_step_error":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails","default":false},"once_for":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of fields to ensure the workflow runs only once per unique combination of these fields, as JSON string. Example: [\\"incident.id\\"]","default":"[]"},"expressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow expressions as JSON string for advanced workflow logic. Example: [{\\"label\\": \\"My expression\\", \\"operations\\": []}]","default":"[]"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as JSON string. Example: {\\"for_seconds\\": 60, \\"conditions_apply_over_delay\\": false}"}}},"incidentio_workflows_delete":{"id":"incidentio_workflows_delete","name":"incident.io Workflows Delete","description":"Delete a workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_list":{"id":"incidentio_workflows_list","name":"incident.io Workflows List","description":"List all workflows in your incident.io workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_workflows_show":{"id":"incidentio_workflows_show","name":"incident.io Workflows Show","description":"Get details of a specific workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"skip_step_upgrades":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip workflow step upgrades when existing workflow step parameters changed"}}},"incidentio_workflows_update":{"id":"incidentio_workflows_update","name":"incident.io Workflows Update","description":"Update an existing workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the workflow (e.g., \\"Notify on Critical Incidents\\")"},"steps":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow steps as a JSON string"},"condition_groups":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow condition groups as a JSON string"},"runs_on_incidents":{"type":"string","required":true,"visibility":"user-or-llm","description":"When to run the workflow: newly_created, newly_created_and_active, active, or all"},"runs_on_incident_modes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of incident modes to run on as a JSON string"},"include_private_incidents":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to include private incidents"},"continue_on_step_error":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails"},"once_for":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of fields that make the workflow run once as a JSON string"},"expressions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow expressions as a JSON string"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for the workflow (active, draft, or disabled)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"New folder for the workflow"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as a JSON string"}}},"infisical_create_secret":{"id":"infisical_create_secret","name":"Infisical Create Secret","description":"Create a new secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The value of the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path for the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to attach to the secret"}}},"infisical_delete_secret":{"id":"infisical_delete_secret","name":"Infisical Delete Secret","description":"Delete a secret from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to delete"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"}}},"infisical_get_secret":{"id":"infisical_get_secret","name":"Infisical Get Secret","description":"Retrieve a single secret by name from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to retrieve"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"version":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific version of the secret to retrieve"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the secret value in the response (default: true)"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"}}},"infisical_list_secrets":{"id":"infisical_list_secrets","name":"Infisical List Secrets","description":"List all secrets in a project environment. Returns secret keys, values, comments, tags, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project to list secrets from"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secrets (default: \\"/\\")"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to fetch secrets recursively from subdirectories"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include secret values in the response (default: true)"},"includeImports":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include imported secrets (default: true)"},"tagSlugs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag slugs to filter secrets by"}}},"infisical_update_secret":{"id":"infisical_update_secret","name":"Infisical Update Secret","description":"Update an existing secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to update"},"secretValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new value for the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"newSecretName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the secret (to rename it)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to set on the secret"}}},"instagram_delete_comment":{"id":"instagram_delete_comment","name":"Instagram Delete Comment","description":"Delete a comment on Instagram media","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment id to delete"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_download_media":{"id":"instagram_download_media","name":"Instagram Download Media","description":"Download Instagram media into canonical User Files for downstream file inputs (100 MB max per file)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instagram media ID to download"},"filename":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename override; carousel items receive an ordered suffix"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_account_insights":{"id":"instagram_get_account_insights","name":"Instagram Get Account Insights","description":"Get insights metrics for the Instagram professional account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated current metrics (e.g. reach,views,accounts_engaged,likes,comments,saves,shares,total_interactions)"},"period":{"type":"string","required":true,"visibility":"user-or-llm","description":"Use day for interaction metrics or lifetime for demographic metrics"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp or date for range start"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp or date for range end"},"metricType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional metric_type (e.g. time_series, total_value)"},"breakdown":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional breakdown dimension"},"timeframe":{"type":"string","required":false,"visibility":"user-or-llm","description":"Required for demographic metrics: this_week or this_month"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_container_status":{"id":"instagram_get_container_status","name":"Instagram Get Container Status","description":"Check the publishing status of a media container","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"containerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Media container id returned from a create/publish step"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_conversation_messages":{"id":"instagram_get_conversation_messages","name":"Instagram Get Conversation Messages","description":"List cursor-paginated message references; full details are available only for the 20 most recent messages","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation id from list_conversations"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of message references to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Nested messages pagination cursor"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_media":{"id":"instagram_get_media","name":"Instagram Get Media","description":"Get details for a specific Instagram media object","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instagram media id"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_media_insights":{"id":"instagram_get_media_insights","name":"Instagram Get Media Insights","description":"Get insights metrics for a specific Instagram media object","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instagram media id"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics (e.g. views,reach,likes,comments,saved,shares,total_interactions)"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_message":{"id":"instagram_get_message","name":"Instagram Get Message","description":"Get a single Instagram Direct message by id (only recent messages are available)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message id"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_profile":{"id":"instagram_get_profile","name":"Instagram Get Profile","description":"Get the connected Instagram professional account profile","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_get_publishing_limit":{"id":"instagram_get_publishing_limit","name":"Instagram Get Publishing Limit","description":"Check the content publishing rate limit usage for the account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_hide_comment":{"id":"instagram_hide_comment","name":"Instagram Hide Comment","description":"Hide or unhide a comment on Instagram media","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment id"},"hide":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"True to hide, false to unhide"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_list_comments":{"id":"instagram_list_comments","name":"Instagram List Comments","description":"List comments on an Instagram media object","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instagram media id"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of comments to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_list_conversations":{"id":"instagram_list_conversations","name":"Instagram List Conversations","description":"List Instagram Direct conversations for the professional account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of conversations to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_list_media":{"id":"instagram_list_media","name":"Instagram List Media","description":"List recent media on the Instagram professional account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of media items to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous list_media response"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_list_stories":{"id":"instagram_list_stories","name":"Instagram List Stories","description":"List active stories on the Instagram professional account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of active stories to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous List Stories response"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_private_reply":{"id":"instagram_private_reply","name":"Instagram Private Reply","description":"Send the one allowed initial private 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status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"lead_email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address"},"interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Interest status value. Leave empty in the block or pass null to reset to Lead."},"campaign_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID for the lead"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID for the lead"},"ai_interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"AI interest value to set for the lead"},"disable_auto_interest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to disable auto interest"}}},"intercom_assign_conversation_v2":{"id":"intercom_assign_conversation_v2","name":"Assign Conversation in Intercom","description":"Assign a conversation to an admin or team in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to assign"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the assignment"},"assignee_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the conversation to. Set to \\"0\\" to unassign."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional message to add when assigning (e.g., \\"Passing to the support team\\")"}}},"intercom_attach_contact_to_company_v2":{"id":"intercom_attach_contact_to_company_v2","name":"Attach Contact to Company in Intercom","description":"Attach a contact to a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to attach to the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to attach the contact to"}}},"intercom_close_conversation_v2":{"id":"intercom_close_conversation_v2","name":"Close Conversation in Intercom","description":"Close a conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to close"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional closing message to add to the conversation"}}},"intercom_create_company":{"id":"intercom_create_company","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_company_v2":{"id":"intercom_create_company_v2","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_contact":{"id":"intercom_create_contact","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}}},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}}},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}}},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}}},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}}},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_search_contacts":{"id":"intercom_search_contacts","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_contacts_v2":{"id":"intercom_search_contacts_v2","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations":{"id":"intercom_search_conversations","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations_v2":{"id":"intercom_search_conversations_v2","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_snooze_conversation_v2":{"id":"intercom_snooze_conversation_v2","name":"Snooze Conversation in Intercom","description":"Snooze a conversation to reopen at a future time","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to snooze"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"snoozed_until":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp for when the conversation should reopen"}}},"intercom_tag_contact_v2":{"id":"intercom_tag_contact_v2","name":"Tag Contact in Intercom","description":"Add a tag to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"}}},"intercom_tag_conversation_v2":{"id":"intercom_tag_conversation_v2","name":"Tag Conversation in Intercom","description":"Add a tag to a specific conversation","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin applying the tag"}}},"intercom_untag_contact_v2":{"id":"intercom_untag_contact_v2","name":"Untag Contact in Intercom","description":"Remove a tag from a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to untag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to remove"}}},"intercom_update_contact":{"id":"intercom_update_contact","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_contact_v2":{"id":"intercom_update_contact_v2","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_ticket_v2":{"id":"intercom_update_ticket_v2","name":"Update Ticket in Intercom","description":"Update a ticket in Intercom (change state, assignment, attributes)","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket to update"},"ticket_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with ticket attributes (e.g., {\\"_default_title_\\":\\"New Title\\",\\"_default_description_\\":\\"Updated description\\"})"},"open":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to false to close the ticket, true to keep it open"},"is_shared":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the ticket is visible to users"},"snoozed_until":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket should reopen"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin performing the update (needed for workflows and attribution)"},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the ticket to. Set to \\"0\\" to unassign."}}},"jina_read_url":{"id":"jina_read_url","name":"Jina Reader","description":"Extract and process web content into clean, LLM-friendly text using Jina AI Reader. Supports advanced content parsing, link gathering, and multiple output formats with configurable processing options.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to read and convert to markdown (e.g., \\"https://example.com/page\\")"},"useReaderLMv2":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to use ReaderLM-v2 for better quality (3x token cost)"},"gatherLinks":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to gather all links at the end"},"jsonResponse":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to return response in JSON format"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from the page with metadata"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"},"withIframe":{"type":"boolean","required":false,"visibility":"user-only","description":"Include iframe content in extraction"},"withShadowDom":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract Shadow DOM content"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"robotsTxt":{"type":"string","required":false,"visibility":"user-only","description":"Bot User-Agent for robots.txt checking"},"dnt":{"type":"boolean","required":false,"visibility":"user-only","description":"Do Not Track - prevents caching/tracking"},"noGfm":{"type":"boolean","required":false,"visibility":"user-only","description":"Disable GitHub Flavored Markdown"}}},"jina_search":{"id":"jina_search","name":"Jina Search","description":"Search the web and return top 5 results with LLM-friendly content. Each result is automatically processed through Jina Reader API. Supports geographic filtering, site restrictions, and pagination.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string (e.g., \\"machine learning tutorials\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"num":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results per page (default: 5)"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Restrict results to specific domain(s). Can be comma-separated for multiple sites (e.g., \\"jina.ai,github.com\\")"},"withFavicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include website favicons in results"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from result pages with metadata"},"withLinksummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all links from result pages"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"respondWith":{"type":"string","required":false,"visibility":"user-only","description":"Set to \\"no-content\\" to get only metadata without page content"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"}}},"jira_add_attachment":{"id":"jira_add_attachment","name":"Jira Add Attachment","description":"Add attachments to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add attachments to (e.g., PROJ-123)"},"files":{"type":"file[]","required":true,"visibility":"user-only","description":"Files to attach to the Jira issue"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_comment":{"id":"jira_add_comment","name":"Jira Add Comment","description":"Add a comment to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add comment to (e.g., PROJ-123)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body text"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict comment visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_watcher":{"id":"jira_add_watcher","name":"Jira Add Watcher","description":"Add a watcher to a Jira issue to receive notifications about updates","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add watcher to (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to add as watcher"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_worklog":{"id":"jira_add_worklog","name":"Jira Add Worklog","description":"Add a time tracking worklog entry to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add worklog to (e.g., PROJ-123)"},"timeSpentSeconds":{"type":"number","required":true,"visibility":"user-or-llm","description":"Time spent in seconds"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment for the worklog entry"},"started":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional start time in ISO format (defaults to current time)"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict worklog visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_assign_issue":{"id":"jira_assign_issue","name":"Jira Assign Issue","description":"Assign a Jira issue to a user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to assign (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to assign the issue to. Use \\"-1\\" for automatic assignment, or leave empty / pass \\"null\\" to unassign."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_bulk_read":{"id":"jira_bulk_read","name":"Jira Bulk Read","description":"Retrieve multiple Jira issues from a project in bulk","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira project key (e.g., PROJ)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_create_issue_link":{"id":"jira_create_issue_link","name":"Jira Create Issue Link","description":"Create a link relationship between two Jira issues","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"inwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the inward issue (e.g., PROJ-123)"},"outwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the outward issue (e.g., PROJ-456)"},"linkType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of link relationship (e.g., \\"Blocks\\", \\"Relates to\\", \\"Duplicates\\")"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to add to the issue link"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_attachment":{"id":"jira_delete_attachment","name":"Jira Delete Attachment","description":"Delete an attachment from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"attachmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the attachment to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. 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(1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in dollars (e.g., \\"0.56\\")"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"}}},"kalshi_cancel_order":{"id":"kalshi_cancel_order","name":"Cancel Order on Kalshi","description":"Cancel an existing order on Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_cancel_order_v2":{"id":"kalshi_cancel_order_v2","name":"Cancel Order on Kalshi V2","description":"Cancel an existing order on Kalshi (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_create_order":{"id":"kalshi_create_order","name":"Create Order on Kalshi","description":"Create a new order on a Kalshi prediction market","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"count":{"type":"string","required":true,"visibility":"user-or-llm","description":"Number of contracts to trade (e.g., \\"10\\", \\"100\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables fill_or_kill)"},"postOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for maker-only orders"},"reduceOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for position reduction only"},"selfTradePreventionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Self-trade prevention: \'taker_at_cross\' or \'maker\'"},"orderGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Associated order group ID"}}},"kalshi_create_order_v2":{"id":"kalshi_create_order_v2","name":"Create Order on Kalshi V2","description":"Create a new order on a Kalshi prediction market (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM 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Provide count or countFp"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables fill_or_kill)"},"postOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for maker-only orders"},"reduceOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for position reduction only"},"selfTradePreventionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Self-trade prevention: \'taker_at_cross\' or \'maker\'"},"orderGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Associated order group ID"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"},"cancelOrderOnPause":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' to cancel order on market pause"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount to use for the order"}}},"kalshi_get_balance":{"id":"kalshi_get_balance","name":"Get Balance from Kalshi","description":"Retrieve your account balance and portfolio value from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"}}},"kalshi_get_balance_v2":{"id":"kalshi_get_balance_v2","name":"Get Balance from Kalshi V2","description":"Retrieve your account balance and portfolio value from Kalshi (V2 - 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If not provided, lookup is done by filename."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the document"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content of the document"},"documentTags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Document tags"}}},"langsmith_create_feedback":{"id":"langsmith_create_feedback","name":"LangSmith Create Feedback","description":"Attach a score, correction, or comment to a LangSmith run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"LangSmith API key"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to attach feedback to"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feedback metric name (e.g. \\"correctness\\", 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account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"LaunchDarkly API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (default 10, max 20)"},"spec":{"type":"string","required":false,"visibility":"user-or-llm","description":"Resource specifier filter (e.g. \\"proj/*:env/*:flag/*\\" for all flag changes, or \\"proj/default:env/production:flag/my-flag\\" for one flag in one environment)"}}},"launchdarkly_get_flag":{"id":"launchdarkly_get_flag","name":"LaunchDarkly Get Flag","description":"Get a single feature flag by key from a LaunchDarkly project.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"LaunchDarkly API key"},"projectKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"The project 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This endpoint is free and consumes no credits.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"LeadMagic API Key"}}},"leadmagic_profile_search":{"id":"leadmagic_profile_search","name":"LeadMagic Profile Search","description":"Enrich a LinkedIn profile with work history, education, skills, and contact data. 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Linq requires a link to be its own message, so when set, text and media are ignored"},"preferredService":{"type":"string","required":false,"visibility":"user-or-llm","description":"Preferred delivery service: iMessage, SMS, or RCS"},"effectName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional iMessage effect name (e.g. confetti, fireworks, lasers)"},"effectType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional effect type: screen or bubble"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional message ID to reply to inline"},"replyToPartIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Optional part index of the message being replied to"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional idempotency key to safely retry the 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Leave blank for Logfire Cloud."},"traceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"32-character hexadecimal trace identifier"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum spans to return. Logfire defaults to 100 and caps at 10000."}}},"logfire_query":{"id":"logfire_query","name":"Logfire Query","description":"Run a read-only SQL query against Logfire traces, logs, and metrics. Reads the records and metrics tables using PostgreSQL-compatible syntax.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"sql":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to run against the records or metrics table"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum rows to return. Logfire defaults to 100 and caps at 10000."},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone used to evaluate the query, for example Europe/Paris"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"}}},"logfire_search_records":{"id":"logfire_search_records","name":"Logfire Search Records","description":"Search Logfire spans and logs using structured filters for message text, service, span name, severity, environment, and exceptions. 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Leave blank for Logfire Cloud."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive text to match within the record message"},"service":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact service name to filter on"},"spanName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact span name to filter on"},"minLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum severity to include: trace, debug, info, notice, warn, error, or fatal"},"exceptionsOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return records that recorded an exception"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum records to return. Logfire defaults to 100 and caps at 10000."}}},"logs_get":{"id":"logs_get","name":"Get Log by ID","description":"Fetch a single workflow execution log entry by its log ID.","version":"1.0.0","params":{"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log entry ID"}}},"logs_get_execution":{"id":"logs_get_execution","name":"Get Execution Details","description":"Fetch full execution details for a workflow run, including the per-block state snapshot.","version":"1.0.0","params":{"executionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Execution ID returned by a workflow run"}}},"logs_get_run_details":{"id":"logs_get_run_details","name":"Get Run Details","description":"Fetch details for a single workflow run by its run ID, including the full trace spans.","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The run ID to fetch details for"}}},"logs_query":{"id":"logs_query","name":"Query Logs","description":"Query workflow execution logs in the current workspace with filters.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"executionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter logs to a single execution ID"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Log level filter: \'all\', \'info\', \'error\', \'running\', \'pending\'. Comma-separated for multiple."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated triggers (api, webhook, schedule, manual, chat, mothership)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max logs to return (default 100, max 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor returned by a previous query"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"}}},"logs_query_runs":{"id":"logs_query_runs","name":"Query Logs","description":"Query workflow run logs in the current workspace with the full Logs-page filter set. Returns matching run IDs.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"folderIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated folder IDs to filter by (descendants included)"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses: \'info\', \'error\', \'running\', \'pending\', \'cancelled\'. Omit for all."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated trigger types (api, webhook, schedule, manual, chat, mcp, workflow, sim, …)"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"},"costOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cost comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"costValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cost threshold in credits, compared using costOperator"},"durationOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"durationValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration threshold in milliseconds, compared using durationOperator"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max run IDs to return (default 100, max 200)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"}}},"loops_check_contact_suppression":{"id":"loops_check_contact_suppression","name":"Loops Check Contact Suppression","description":"Check whether a Loops contact is on the suppression list (bounced, complained, or unsubscribed) by email address or userId.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to check (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to check (at least one of email or userId is required)"}}},"loops_create_contact":{"id":"loops_create_contact","name":"Loops Create Contact","description":"Create a new contact in your Loops audience with an email address and optional properties like name, user group, and mailing list subscriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address for the new contact"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (defaults to true)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique user identifier from your application"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (string, number, boolean, or date values)"}}},"loops_create_contact_property":{"id":"loops_create_contact_property","name":"Loops Create Contact Property","description":"Create a new custom contact property in your Loops account. The property name must be in camelCase format.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property name in camelCase format (e.g., \\"favoriteColor\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property data type (e.g., \\"string\\", \\"number\\", \\"boolean\\", \\"date\\")"}}},"loops_delete_contact":{"id":"loops_delete_contact","name":"Loops Delete Contact","description":"Delete a contact from Loops by email address or userId. At least one identifier must be provided.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact to delete (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact to delete (at least one of email or userId is required)"}}},"loops_find_contact":{"id":"loops_find_contact","name":"Loops Find Contact","description":"Find a contact in Loops by email address or userId. Returns an array of matching contacts with all their properties including name, subscription status, user group, and mailing lists.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to search for (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to search for (at least one of email or userId is required)"}}},"loops_get_transactional_email":{"id":"loops_get_transactional_email","name":"Loops Get Transactional Email","description":"Retrieve a single transactional email template from your Loops account by its ID, including its data variables and draft/published message IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to retrieve"}}},"loops_list_contact_properties":{"id":"loops_list_contact_properties","name":"Loops List Contact Properties","description":"Retrieve a list of contact properties from your Loops account. Returns each property with its key, label, and data type. Can filter to show all properties or only custom ones.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter type: \\"all\\" for all properties (default) or \\"custom\\" for custom properties only"}}},"loops_list_mailing_lists":{"id":"loops_list_mailing_lists","name":"Loops List Mailing Lists","description":"Retrieve all mailing lists from your Loops account. Returns each list with its ID, name, description, and public/private status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"}}},"loops_list_transactional_emails":{"id":"loops_list_transactional_emails","name":"Loops List Transactional Emails","description":"Retrieve a list of published transactional email templates from your Loops account. Returns each template with its ID, name, created/updated timestamps, and data variables.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (10-50, default: 20)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response to fetch the next page"}}},"loops_remove_contact_suppression":{"id":"loops_remove_contact_suppression","name":"Loops Remove Contact Suppression","description":"Remove a Loops contact from the suppression list by email address or userId, allowing them to receive emails again. Subject to a team removal quota.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to remove from suppression (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to remove from suppression (at least one of email or userId is required)"}}},"loops_send_event":{"id":"loops_send_event","name":"Loops Send Event","description":"Send an event to Loops to trigger automated email sequences for a contact. Identify the contact by email or userId and include optional event properties and mailing list changes.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact (at least one of email or userId is required)"},"eventName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to trigger"},"eventProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Event data as key-value pairs (string, number, boolean, or date values)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"}}},"loops_send_transactional_email":{"id":"loops_send_transactional_email","name":"Loops Send Transactional Email","description":"Send a transactional email to a recipient using a Loops template. Supports dynamic data variables for personalization and optionally adds the recipient to your audience.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the recipient"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to send"},"dataVariables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template data variables as key-value pairs (string or number values)"},"addToAudience":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to create the recipient as a contact if they do not already exist (default: false)"},"attachments":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of file attachments. Each object must have filename (string), contentType (MIME type string), and data (base64-encoded string)."}}},"loops_update_contact":{"id":"loops_update_contact","name":"Loops Update Contact","description":"Update an existing contact in Loops by email or userId. Creates a new contact if no match is found (upsert). Can update name, subscription status, user group, mailing lists, and custom properties.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId (at least one of email or userId is required)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (sending true re-subscribes unsubscribed contacts)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (send null to reset a property)"}}},"luma_add_guests":{"id":"luma_add_guests","name":"Luma Add Guests","description":"Add guests to a Luma event by email. Guests are added with Going (approved) status and receive one ticket of the default ticket type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID (starts with evt-)"},"guests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of guest objects. Each guest requires an \\"email\\" field and optionally \\"name\\", \\"first_name\\", \\"last_name\\". Example: [{\\"email\\": \\"user@example.com\\", \\"name\\": \\"John Doe\\"}]"}}},"luma_cancel_event":{"id":"luma_cancel_event","name":"Luma Cancel Event","description":"Cancel a Luma event. This is irreversible and notifies all registered guests. Requires a cancellation token obtained from the Request Event Cancellation endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID to cancel (starts with evt-)"},"cancellationToken":{"type":"string","required":true,"visibility":"user-only","description":"Cancellation token from the Request Event Cancellation endpoint (POST /v1/event/cancel/request)"},"shouldRefund":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to refund paid guests. Required if the event has paid registrations."}}},"luma_create_event":{"id":"luma_create_event","name":"Luma Create Event","description":"Create a new event on Luma with a name, start time, timezone, and optional details like description, location, and visibility.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event name/title"},"startAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event start time in ISO 8601 format (e.g., 2025-03-15T18:00:00Z)"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"IANA timezone (e.g., America/New_York, Europe/London)"},"endAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event end time in ISO 8601 format (e.g., 2025-03-15T20:00:00Z)"},"durationInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event duration as ISO 8601 interval (e.g., PT2H for 2 hours, PT30M for 30 minutes). Used if endAt is not provided."},"descriptionMd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event description in Markdown format"},"meetingUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Virtual meeting URL for online events (e.g., Zoom, Google Meet link)"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event visibility: public, members-only, or private (defaults to public)"},"coverUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cover image URL (must be a Luma CDN URL from images.lumacdn.com)"}}},"luma_get_event":{"id":"luma_get_event","name":"Luma Get Event","description":"Retrieve details of a Luma event including name, time, location, hosts, and visibility settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID (starts with evt-)"}}},"luma_get_guest":{"id":"luma_get_guest","name":"Luma Get Guest","description":"Retrieve a single guest\'s details on a Luma event, including approval status, registration timestamps, and contact info.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID the guest belongs to (starts with evt-)"},"guestIdentifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Guest ID (gst-...), guest key (g-...), ticket key, or the guest\'s email address"}}},"luma_get_guests":{"id":"luma_get_guests","name":"Luma Get Guests","description":"Retrieve the guest list for a Luma event with optional filtering by approval status, sorting, and pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID (starts with evt-)"},"approvalStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by approval status: approved, session, pending_approval, invited, declined, or waitlist"},"paginationLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of guests to return per page"},"paginationCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response (next_cursor) to fetch the next page of results"},"sortColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column to sort by: name, email, created_at, registered_at, or checked_in_at"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc, desc, asc nulls last, or desc nulls last"}}},"luma_list_events":{"id":"luma_list_events","name":"Luma List Events","description":"List events from your Luma calendar with optional date range filtering, sorting, and pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events after this ISO 8601 datetime (e.g., 2025-01-01T00:00:00Z)"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events before this ISO 8601 datetime (e.g., 2025-12-31T23:59:59Z)"},"paginationLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return per page"},"paginationCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response (next_cursor) to fetch the next page of results"},"sortColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column to sort by (only start_at is supported)"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc, desc, asc nulls last, or desc nulls last"}}},"luma_lookup_event":{"id":"luma_lookup_event","name":"Luma Lookup Event","description":"Look up an event by its public URL or event ID to resolve its canonical ID, API ID, and approval status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Public event URL on lu.ma (provide this or an event ID)"},"eventId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event ID to look up (starts with evt-). Provide this or a URL."},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event platform to look up: luma or external (defaults to luma)"}}},"luma_send_invites":{"id":"luma_send_invites","name":"Luma Send Invites","description":"Send email invitations to guests for a Luma event. Unlike Add Guests (which registers guests directly), this emails an invite that recipients can accept.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID to invite guests to (starts with evt-)"},"guests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of guest objects. Each guest requires an \\"email\\" field and optionally \\"name\\". Example: [{\\"email\\": \\"user@example.com\\", \\"name\\": \\"John Doe\\"}]"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional custom message included in the invite email (max 200 characters)"}}},"luma_update_event":{"id":"luma_update_event","name":"Luma Update Event","description":"Update an existing Luma event. Only the fields you provide will be changed; all other fields remain unchanged.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID to update (starts with evt-)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event name/title"},"startAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time in ISO 8601 format (e.g., 2025-03-15T18:00:00Z)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New IANA timezone (e.g., America/New_York, Europe/London)"},"endAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time in ISO 8601 format (e.g., 2025-03-15T20:00:00Z)"},"durationInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration as ISO 8601 interval (e.g., PT2H for 2 hours). Used if endAt is not provided."},"descriptionMd":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description in Markdown format"},"meetingUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New virtual meeting URL (e.g., Zoom, Google Meet link)"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"New visibility: public, members-only, or private"},"coverUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New cover image URL (must be a Luma CDN URL from images.lumacdn.com)"}}},"luma_update_guest_status":{"id":"luma_update_guest_status","name":"Luma Update Guest Status","description":"Update a guest\'s approval status on a Luma event — approve, decline, waitlist, or set to pending. Identify the guest by email or guest ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event ID the guest belongs to (starts with evt-)"},"guestIdentifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Guest email address or guest ID (gst-...). Values containing \'@\' are treated as emails; otherwise as a guest ID."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New approval status: approved, declined, pending_approval, or waitlist"},"shouldRefund":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Refund a paid guest when moving them out of an approved state (defaults to false)"},"sendEmail":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to email the guest about the status change (defaults to true)"}}},"mailchimp_add_member":{"id":"mailchimp_add_member","name":"Add Member to Mailchimp Audience","description":"Add a new member to a Mailchimp audience","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"hidden","description":"Mailchimp API key with server prefix"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID for the audience/list (e.g., \\"abc123def4\\")"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Member email address (e.g., \\"user@example.com\\")"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Subscriber status: \\"subscribed\\", \\"unsubscribed\\", \\"cleaned\\", \\"pending\\", or \\"transactional\\""},"mergeFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of merge fields (e.g., {\\"FNAME\\": \\"John\\", \\"LNAME\\": \\"Doe\\"})"},"interests":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of interest IDs and their boolean values (e.g., {\\"abc123\\": true})"}}},"mailchimp_add_member_tags":{"id":"mailchimp_add_member_tags","name":"Add Tags to Member in Mailchimp","description":"Add tags to a member in a Mailchimp audience","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"hidden","description":"Mailchimp API key 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Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_create_session":{"id":"managed_agent_create_session","name":"Managed Agent Create Session","description":"Create a Claude Platform Managed Agent session and return its id without waiting for a reply.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\')."},"userMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional first message; seeds initial_events and starts the agent immediately."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_delete_session":{"id":"managed_agent_delete_session","name":"Managed Agent Delete Session","description":"Permanently delete a Managed Agent session, its events, and its sandbox. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_get_session":{"id":"managed_agent_get_session","name":"Managed Agent Get Session","description":"Read a Managed Agent session: status, stop reason, token usage, metadata, and any tool calls awaiting approval.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_interrupt_session":{"id":"managed_agent_interrupt_session","name":"Managed Agent Interrupt Session","description":"Stop a running Managed Agent session; it stays usable afterwards.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_list_events":{"id":"managed_agent_list_events","name":"Managed Agent List Events","description":"Read a Managed Agent session\'s event history and the agent\'s reply text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"eventTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Optional event-type filter, e.g. [\'agent.message\']. Omit to return every event."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum events to return, keeping the most recent (default 500)."}}},"managed_agent_respond_custom_tool":{"id":"managed_agent_respond_custom_tool","name":"Managed Agent Respond To Custom Tool","description":"Return the result of a custom tool a Managed Agent session is waiting on so it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"customToolUseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The custom tool-use EVENT id being answered, from Get Session pendingTools[].id where kind is \'custom_tool_result\'."},"result":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tool\'s output, returned to the agent as text."},"isError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the result as a failure so the agent can adjust its approach."}}},"managed_agent_respond_tool_confirmation":{"id":"managed_agent_respond_tool_confirmation","name":"Managed Agent Respond To Tool Confirmation","description":"Allow or deny the tool calls a Managed Agent session is waiting on before it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"toolUseIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Blocking tool-use EVENT ids, from Get Session pendingTools[].id where kind is \'confirmation\' (not toolu_ ids)."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"\'allow\' to let the tools run, or \'deny\' to reject them."},"denyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason surfaced to the agent. Only sent when the decision is deny."}}},"managed_agent_run_session":{"id":"managed_agent_run_session","name":"Managed Agent Run Session","description":"Open a Claude Platform Managed Agent session and return the assistant response as text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to run the agent with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\'); the actual type is re-resolved server-side for routing."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the Managed Agent."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_send_message":{"id":"managed_agent_send_message","name":"Managed Agent Send Message","description":"Send a user message to an existing Claude Platform Managed Agent session.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the session."}}},"managed_agent_update_session":{"id":"managed_agent_update_session","name":"Managed Agent Update Session","description":"Update a Managed Agent session\'s title or metadata.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New session title."},"sessionParameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Replacement metadata map (replaces all stored metadata, not merged). Leaving it empty leaves the stored metadata unchanged — use clearMetadata to remove it."},"clearMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Removes all of the session\'s stored metadata. Overrides any map supplied above."}}},"mem0_add_memories":{"id":"mem0_add_memories","name":"Add Memories","description":"Add memories to Mem0 for persistent storage and retrieval","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID associated with the memory (e.g., \\"user_123\\", \\"alice@example.com\\")"},"messages":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of message objects with role and content (e.g., [{\\"role\\": \\"user\\", \\"content\\": \\"Hello\\"}])"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_get_memories":{"id":"mem0_get_memories","name":"Get Memories","description":"Retrieve memories from Mem0 by ID or filter criteria","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"memoryId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific memory ID to retrieve (e.g., \\"mem_abc123\\")"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for filtering by created_at (e.g., \\"2024-01-15\\")"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for filtering by created_at (e.g., \\"2024-12-31\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"page":{"type":"number","required":false,"default":1,"visibility":"user-or-llm","description":"Page number to retrieve for paginated list results"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_search_memories":{"id":"mem0_search_memories","name":"Search Memories","description":"Search for memories in Mem0 using semantic search","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to search memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to find relevant memories (e.g., \\"What are my favorite foods?\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"memory_add":{"id":"memory_add","name":"Add Memory","description":"Add a new memory to the database or append to existing memory with the same ID.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}}},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{}},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_group":{"id":"microsoft_ad_update_group","name":"Update Azure AD Group","description":"Update group properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailNickname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mail alias"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\""}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_user":{"id":"microsoft_ad_update_user","name":"Update Azure AD User","description":"Update user properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"accountEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is enabled"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_dataverse_associate":{"id":"microsoft_dataverse_associate","name":"Associate Microsoft Dataverse Records","description":"Associate two records in Microsoft Dataverse via a navigation property. Creates a relationship between a source record and a target record. Supports both collection-valued (POST) and single-valued (PUT) navigation properties.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetEntitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target entity set name (e.g., contacts)"},"targetRecordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target record GUID to associate"},"navigationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of navigation property: \\"collection\\" (default, uses POST) or \\"single\\" (uses PUT for lookup fields)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_multiple":{"id":"microsoft_dataverse_create_multiple","name":"Create Multiple Microsoft Dataverse Records","description":"Create multiple records of the same table type in a single request. Each record in the Targets array must include an @odata.type annotation. Recommended batch size: 100-1000 records for standard tables.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_record":{"id":"microsoft_dataverse_create_record","name":"Create Microsoft Dataverse Record","description":"Create a new record in a Microsoft Dataverse table. Requires the entity set name (plural table name) and record data as a JSON object.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_delete_record":{"id":"microsoft_dataverse_delete_record","name":"Delete Microsoft Dataverse Record","description":"Delete a record from a Microsoft Dataverse table by its ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to delete"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_disassociate":{"id":"microsoft_dataverse_disassociate","name":"Disassociate Microsoft Dataverse Records","description":"Remove an association between two records in Microsoft Dataverse. For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. Stores the file in execution storage and returns a file reference, plus the base64 content and metadata directly.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to download the file from"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_action":{"id":"microsoft_dataverse_execute_action","name":"Execute Microsoft Dataverse Action","description":"Execute a bound or unbound Dataverse action. Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $select and $expand OData query options.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to retrieve"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_list_records":{"id":"microsoft_dataverse_list_records","name":"List Microsoft Dataverse Records","description":"Query and list records from a Microsoft Dataverse table. Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. Each object: {\\"Name\\":\\"account\\",\\"SelectColumns\\":[\\"name\\"],\\"SearchColumns\\":[\\"name\\"],\\"Filter\\":\\"statecode eq 0\\"}"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Global OData filter applied across all entities (e.g., \\"createdon gt 2024-01-01\\")"},"facets":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of facet specifications (e.g., [\\"entityname,count:100\\",\\"ownerid,count:100\\"])"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default: 50, max: 100)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort expressions (e.g., [\\"createdon desc\\"])"},"searchMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: \\"any\\" (default, match any term) or \\"all\\" (match all terms)"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query type: \\"simple\\" (default) or \\"lucene\\" (enables regex, fuzzy, proximity, boosting)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_update_multiple":{"id":"microsoft_dataverse_update_multiple","name":"Update Multiple Microsoft Dataverse Records","description":"Update multiple records of the same table type in a single request. Each record must include its primary key. Only include columns that need to be changed. Recommended batch size: 100-1000 records.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to update. Each record must include its primary key (e.g., accountid) and only the columns being changed. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_update_record":{"id":"microsoft_dataverse_update_record","name":"Update Microsoft Dataverse Record","description":"Update an existing record in a Microsoft Dataverse table. Only send the columns you want to change.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data to update as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_upload_file":{"id":"microsoft_dataverse_upload_file","name":"Upload File to Microsoft Dataverse","description":"Upload a file to a file or image column on a Dataverse record. Supports single-request upload for files up to 128 MB. The file content must be provided as a base64-encoded string.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to upload the file to"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the file being uploaded (e.g., document.pdf)"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Base64-encoded file content (legacy)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_upsert_record":{"id":"microsoft_dataverse_upsert_record","name":"Upsert Microsoft Dataverse Record","description":"Create or update a record in a Microsoft Dataverse table. If a record with the given ID exists, it is updated; otherwise, a new record is created.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to upsert"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_whoami":{"id":"microsoft_dataverse_whoami","name":"Microsoft Dataverse WhoAmI","description":"Retrieve the current authenticated user information from Microsoft Dataverse. Useful for testing connectivity and getting the user ID, business unit ID, and organization ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_excel_clear_range":{"id":"microsoft_excel_clear_range","name":"Clear Microsoft Excel Range","description":"Clear the values and/or formatting of a range in a Microsoft Excel worksheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). If omitted, the range must use the combined \\"Sheet1!A1:B2\\" format."},"range":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cell range to clear (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\")"},"applyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"What to clear: \\"All\\", \\"Formats\\", or \\"Contents\\". Defaults to \\"All\\"."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_create_table":{"id":"microsoft_excel_create_table","name":"Create Microsoft Excel Table","description":"Create a new table over a range of cells in a Microsoft Excel workbook","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The range address for the table data source (e.g., \\"Sheet1!A1:D5\\"). If no sheet name is included, the active sheet is used."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the first row of the range contains column headers. Defaults to true."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_delete_worksheet":{"id":"microsoft_excel_delete_worksheet","name":"Delete Microsoft Excel Worksheet","description":"Delete a worksheet (sheet) from a Microsoft Excel workbook","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"worksheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the worksheet to delete (e.g., \\"Sheet1\\", \\"Old Data\\")"}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_format_range":{"id":"microsoft_excel_format_range","name":"Format Microsoft Excel Range","description":"Apply fill color and/or font formatting to a range in a Microsoft Excel worksheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). If omitted, the range must use the combined \\"Sheet1!A1:B2\\" format."},"range":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cell range to format (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\")"},"fillColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background fill color as an HTML hex code (e.g., \\"#FFFF00\\")."},"fontBold":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is bold."},"fontItalic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is italic."},"fontColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font color as an HTML hex code (e.g., \\"#FF0000\\")."},"fontSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Font size in points (e.g., 12)."},"fontName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font name (e.g., \\"Calibri\\")."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_read":{"id":"microsoft_excel_read","name":"Read from Microsoft Excel","description":"Read data from a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to read from. Accepts \\"SheetName!A1:B2\\" for explicit ranges or just \\"SheetName\\" to read the used range of that sheet. If omitted, reads the used range of the first sheet."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_read_v2":{"id":"microsoft_excel_read_v2","name":"Read from Microsoft Excel V2","description":"Read data from a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g., \\"A1:D10\\"). If not specified, reads the entire used range."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_sort_range":{"id":"microsoft_excel_sort_range","name":"Sort Microsoft Excel Range","description":"Sort a range or table by a column in a Microsoft Excel worksheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"tableName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the table to sort. When provided, the table is sorted and range/sheetName are ignored."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). Used for range sorts when the range does not include a sheet name."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to sort (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\"). Required when no table name is provided."},"sortColumn":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based column index within the range or table to sort on (0 = first column)."},"sortAscending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to sort in ascending order. Defaults to true."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the range has a header row that should be excluded from sorting. Only applies to range sorts. Defaults to false."},"matchCase":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether casing affects string ordering. Defaults to false."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_table_add":{"id":"microsoft_excel_table_add","name":"Add to Microsoft Excel Table","description":"Add new rows to a Microsoft Excel table","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook containing the table (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the table to add rows to (e.g., \\"Table1\\", \\"SalesTable\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to add as a 2D array (e.g., [[\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects"}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_worksheet_add":{"id":"microsoft_excel_worksheet_add","name":"Add Worksheet to Microsoft Excel","description":"Create a new worksheet (sheet) in a Microsoft Excel workbook","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Excel workbook to add the worksheet to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"worksheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the new worksheet (e.g., \\"Sales Q1\\", \\"Data\\"). Must be unique within the workbook and cannot exceed 31 characters"}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_write":{"id":"microsoft_excel_write","name":"Write to Microsoft Excel","description":"Write data to a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The range of cells to write to (e.g., \\"Sheet1!A1:B2\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g., [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects"},"valueInputOption":{"type":"string","required":false,"visibility":"user-only","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_write_v2":{"id":"microsoft_excel_write_v2","name":"Write to Microsoft Excel V2","description":"Write data to a specific sheet in a Microsoft Excel spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to write to (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. Required for SharePoint files. If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to (e.g., \\"Sheet1\\", \\"Sales Data\\")"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g., \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_planner_create_bucket":{"id":"microsoft_planner_create_bucket","name":"Create Microsoft Planner Bucket","description":"Create a new bucket in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the bucket will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"name":{"type":"string","required":true,"visibility":"user-only","description":"The name of the bucket"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_create_plan":{"id":"microsoft_planner_create_plan","name":"Create Microsoft Planner Plan","description":"Create a new Microsoft Planner plan owned by a Microsoft 365 group","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Microsoft 365 group that will own the plan (e.g., \\"ebf3b108-5234-4e22-b93d-656d7dae5874\\"). The current user must be a member of this group."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_create_task":{"id":"microsoft_planner_create_task","name":"Create Microsoft Planner Task","description":"Create a new task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan where the task will be created (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the task (e.g., \\"Review quarterly report\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task in ISO 8601 format (e.g., \\"2025-03-10T09:00:00Z\\")"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10, where 0 is urgent and 10 is low)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to place the task in (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_delete_bucket":{"id":"microsoft_planner_delete_bucket","name":"Delete Microsoft Planner Bucket","description":"Delete a bucket from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to delete (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_delete_plan":{"id":"microsoft_planner_delete_plan","name":"Delete Microsoft Planner Plan","description":"Delete a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to delete (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_delete_task":{"id":"microsoft_planner_delete_task","name":"Delete Microsoft Planner Task","description":"Delete a task from Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to delete (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the plan to get tasks from, if not provided gets all user tasks (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the task to get (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_bucket":{"id":"microsoft_planner_update_bucket","name":"Update Microsoft Planner Bucket","description":"Update a bucket in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to update (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - 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admin API key (starts with mint_)"}}},"mintlify_get_feedback_by_page":{"id":"mintlify_get_feedback_by_page","name":"Mintlify Get Feedback By Page","description":"Export Mintlify feedback counts aggregated by documentation page path, broken down into thumbs up, thumbs down, and code snippet feedback.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mintlify project ID, copied from the API keys page in your dashboard"},"dateFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Inclusive start date in ISO 8601 or YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exclusive end date in ISO 8601 or YYYY-MM-DD format"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max results per page, between 1 and 100 (default 10)"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by feedback source: code_snippet, contextual, agent, or thumbs_only"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter by: pending, in_progress, resolved, dismissed"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify admin API key (starts with mint_)"}}},"mintlify_get_page_content":{"id":"mintlify_get_page_content","name":"Mintlify Get Page Content","description":"Retrieve the full text content of a Mintlify documentation page by its path. 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0)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mintlify admin API key (starts with mint_)"}}},"mintlify_search":{"id":"mintlify_search","name":"Mintlify Search Documentation","description":"Run a semantic and keyword search across a Mintlify documentation site, with optional version, language, tag, and group filters.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain identifier from your domain.mintlify.site URL, found at the end of your dashboard URL"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to execute against your documentation content"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of search results to return, between 1 and 50 (default 10)"},"scoreThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum relevance score for results, 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An account is auto-created for it if one does not exist."},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to pre-fill, as defined by the inquiry template (e.g. {\\"name-first\\": \\"Jane\\"})"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-form note to attach to the inquiry"},"redirectUri":{"type":"string","required":false,"visibility":"user-only","description":"URI to redirect the individual to after completing the inquiry flow"}}},"persona_create_report":{"id":"persona_create_report","name":"Persona Create Report","description":"Run a screening report (watchlist, adverse media, or politically exposed person) against an individual by name or search term.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"reportType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of report to run: watchlist, adverse-media, or politically-exposed-person"},"reportTemplateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Report template ID to run (starts with rptp_)"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full-name search term (e.g. \\"Jane Q Doe\\"). Provide this or the separate name parts."},"nameFirst":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the individual to search"},"nameMiddle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Middle name of the individual to search"},"nameLast":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the individual to search"},"birthdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Birthdate of the individual, formatted as YYYY-MM-DD"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID (starts with act_) to associate with this report"}}},"persona_decline_inquiry":{"id":"persona_decline_inquiry","name":"Persona Decline Inquiry","description":"Decline an identity verification inquiry. Declining prevents further progress on the inquiry and triggers any associated workflows and webhooks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to decline (starts with inq_)"}}},"persona_expire_inquiry":{"id":"persona_expire_inquiry","name":"Persona Expire Inquiry","description":"Expire an in-progress inquiry, invalidating its sessions and one-time links so the individual can no longer continue it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to expire (starts with inq_)"}}},"persona_generate_inquiry_link":{"id":"persona_generate_inquiry_link","name":"Persona Generate Inquiry Link","description":"Generate a one-time link for an inquiry that the individual can open to complete their identity verification.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to generate a one-time link for (starts with inq_)"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of seconds from now until the link expires (must be greater than 0; defaults to the inquiry template setting, typically 24 hours)"}}},"persona_get_account":{"id":"persona_get_account","name":"Persona Get Account","description":"Retrieve a single account by ID, including its reference ID, fields, tags, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to retrieve (starts with act_)"}}},"persona_get_case":{"id":"persona_get_case","name":"Persona Get Case","description":"Retrieve a single manual review case by ID, including its status, resolution, and assignee.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"caseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Case ID to retrieve (starts with case_)"}}},"persona_get_document":{"id":"persona_get_document","name":"Persona Get Document","description":"Retrieve a single document by ID (government ID, generic document, and more), including its processing status and uploaded files.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Document ID to retrieve (starts with doc_)"}}},"persona_get_inquiry":{"id":"persona_get_inquiry","name":"Persona Get Inquiry","description":"Retrieve a single identity verification inquiry by ID, including its status, collected fields, and decision timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to retrieve (starts with inq_)"}}},"persona_get_report":{"id":"persona_get_report","name":"Persona Get Report","description":"Retrieve a single screening report by ID, including its status, match results, and full type-specific attributes.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Report ID to retrieve (starts with rep_)"}}},"persona_get_verification":{"id":"persona_get_verification","name":"Persona Get Verification","description":"Retrieve a single verification by ID (government ID, selfie, document, database, and more), including its status and the checks that ran.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"verificationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Verification ID to retrieve (starts with ver_)"}}},"persona_import_accounts":{"id":"persona_import_accounts","name":"Persona Import Accounts","description":"Bulk-import accounts into Persona from a CSV file. Returns an importer whose status can be polled until processing completes.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"file":{"type":"file","required":true,"visibility":"user-only","description":"CSV file of accounts to import"}}},"persona_list_accounts":{"id":"persona_list_accounts","name":"Persona List Accounts","description":"List accounts in your Persona organization, optionally filtered by reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of accounts to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return accounts after this account ID"}}},"persona_list_cases":{"id":"persona_list_cases","name":"Persona List Cases","description":"List manual review cases, optionally filtered by status, account ID, or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by case status (e.g. Open, Resolved)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of cases to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return cases after this case ID"}}},"persona_list_inquiries":{"id":"persona_list_inquiries","name":"Persona List Inquiries","description":"List identity verification inquiries, optionally filtered by status, account ID, reference ID, or creation date range. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by inquiry status (created, pending, completed, failed, expired, needs_review, approved, declined)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_); comma-separate multiple IDs"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"createdAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to inquiries created at or after this ISO 8601 timestamp"},"createdAtEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to inquiries created at or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of inquiries to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return inquiries after this inquiry ID"}}},"persona_list_inquiry_templates":{"id":"persona_list_inquiry_templates","name":"Persona List Inquiry Templates","description":"List the inquiry templates in your Persona organization, to discover template IDs for creating inquiries. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return templates after this template ID"}}},"persona_list_reports":{"id":"persona_list_reports","name":"Persona List Reports","description":"List screening reports, optionally filtered by account ID or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of reports to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return reports after this report ID"}}},"persona_mark_inquiry_for_review":{"id":"persona_mark_inquiry_for_review","name":"Persona Mark Inquiry for Review","description":"Mark an identity verification inquiry for manual review, moving it to the needs_review status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to mark for review (starts with inq_)"}}},"persona_print_inquiry_pdf":{"id":"persona_print_inquiry_pdf","name":"Persona Print Inquiry PDF","description":"Download a PDF summary of an inquiry, including its collected information and verification results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to print (starts with inq_)"}}},"persona_redact_account":{"id":"persona_redact_account","name":"Persona Redact Account","description":"Permanently delete all personally identifiable information stored on an account, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to redact (starts with act_)"}}},"persona_redact_inquiry":{"id":"persona_redact_inquiry","name":"Persona Redact Inquiry","description":"Permanently delete all personally identifiable information collected by an inquiry, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to redact (starts with inq_)"}}},"persona_resume_inquiry":{"id":"persona_resume_inquiry","name":"Persona Resume Inquiry","description":"Resume a pending or expired inquiry, creating a new session so the individual can continue verification. Returns a session token.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to resume (starts with inq_)"}}},"persona_update_account":{"id":"persona_update_account","name":"Persona Update Account","description":"Update an account’s reference ID, country code, fields, or tags. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to update (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference ID that refers to an entity in your user model"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the account type (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the account (e.g. [\\"vip\\"])"}}},"persona_update_inquiry":{"id":"persona_update_inquiry","name":"Persona Update Inquiry","description":"Update an inquiry’s note, fields, tags, or redirect URI. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to update (starts with inq_)"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-form note to set on the inquiry"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the inquiry template (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the inquiry (e.g. [\\"vip\\"])"},"redirectUri":{"type":"string","required":false,"visibility":"user-only","description":"URI to redirect the individual to after completing the inquiry flow"}}},"pinecone_delete_vectors":{"id":"pinecone_delete_vectors","name":"Pinecone Delete Vectors","description":"Delete vectors from a Pinecone namespace by IDs, by metadata filter, or delete all","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to delete vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Vector IDs to delete (1-1000 items). Mutually exclusive with deleteAll and filter"},"deleteAll":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete all vectors in the namespace. Mutually exclusive with ids and filter"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata filter selecting vectors to delete (e.g., {\\"category\\": {\\"$eq\\": \\"product\\"}}). Mutually exclusive with ids and deleteAll"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_describe_index":{"id":"pinecone_describe_index","name":"Pinecone Describe Index","description":"Get the configuration and status of a Pinecone index by name","version":"1.0","params":{"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the index to describe"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_describe_index_stats":{"id":"pinecone_describe_index_stats","name":"Pinecone Describe Index Stats","description":"Get statistics about a Pinecone index, including per-namespace vector counts","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata filter to limit which vectors are counted (pod-based indexes only, e.g., {\\"category\\": {\\"$eq\\": \\"product\\"}})"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_fetch":{"id":"pinecone_fetch","name":"Pinecone Fetch","description":"Fetch vectors by ID from a Pinecone index","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"ids":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of vector IDs to fetch (e.g., [\\"vec-001\\", \\"vec-002\\"])"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to fetch vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_generate_embeddings":{"id":"pinecone_generate_embeddings","name":"Pinecone Generate Embeddings","description":"Generate embeddings from text using Pinecone\'s hosted models","version":"1.0","params":{"model":{"type":"string","required":true,"visibility":"user-only","description":"Model to use for generating embeddings"},"inputs":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of text inputs to generate embeddings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_list_indexes":{"id":"pinecone_list_indexes","name":"Pinecone List Indexes","description":"List all Pinecone indexes in the project","version":"1.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API 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page"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_search_text":{"id":"pinecone_search_text","name":"Pinecone Search Text","description":"Search for similar text in a Pinecone index","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to search in (e.g., \\"documents\\", \\"embeddings\\")"},"searchQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text to search for"},"topK":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"10\\", \\"25\\")"},"fields":{"type":"array","required":false,"visibility":"user-only","description":"Fields to return in the results"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Filter to apply to the search (e.g., {\\"category\\": \\"tech\\", \\"year\\": {\\"$gte\\": 2020}})"},"rerank":{"type":"object","required":false,"visibility":"user-only","description":"Reranking parameters"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_search_vector":{"id":"pinecone_search_vector","name":"Pinecone Search Vector","description":"Search for similar vectors in a Pinecone index","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to search in (e.g., \\"documents\\", \\"embeddings\\")"},"vector":{"type":"array","required":true,"visibility":"user-only","description":"Vector to search for"},"topK":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 25)"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Filter to apply to the search (e.g., {\\"category\\": \\"tech\\", \\"year\\": {\\"$gte\\": 2020}})"},"includeValues":{"type":"boolean","required":false,"visibility":"user-only","description":"Include vector values in response"},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include metadata in response (true/false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_update_vector":{"id":"pinecone_update_vector","name":"Pinecone Update Vector","description":"Update the values, sparse values, or metadata of a vector in a Pinecone namespace","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vector to update"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace containing the vector (e.g., \\"documents\\", \\"embeddings\\")"},"values":{"type":"array","required":false,"visibility":"user-or-llm","description":"New dense vector values to overwrite the existing values"},"sparseValues":{"type":"object","required":false,"visibility":"user-or-llm","description":"New sparse vector values with indices and values arrays"},"setMetadata":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata key-value pairs to add or overwrite on the vector"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_upsert_text":{"id":"pinecone_upsert_text","name":"Pinecone Upsert 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the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subject/title of the activity (e.g., \\"Follow up call with John\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Activity type: call, meeting, task, deadline, email, lunch"},"due_date":{"type":"string","required":true,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format (e.g., \\"2025-03-15\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due time in HH:MM format (e.g., \\"14:30\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration in HH:MM format (e.g., \\"01:00\\" for 1 hour)"},"deal_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the deal to associate with (e.g., \\"123\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the person to associate with (e.g., \\"456\\")"},"org_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the organization to associate with (e.g., \\"789\\")"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notes for the activity"}}},"pipedrive_create_deal":{"id":"pipedrive_create_deal","name":"Create Deal in Pipedrive","description":"Create a new deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the deal (e.g., \\"Enterprise Software License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"The monetary value of the deal (e.g., \\"5000\\")"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the person this deal is associated with (e.g., \\"456\\")"},"org_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the organization this deal is associated with (e.g., \\"789\\")"},"pipeline_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the pipeline this deal should be placed in (e.g., \\"1\\")"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the stage this deal should be placed in (e.g., \\"2\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status of the deal: open, won, lost"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expected close date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_create_lead":{"id":"pipedrive_create_lead","name":"Create Lead in Pipedrive","description":"Create a new lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the lead (e.g., \\"Acme Corp - Website Redesign\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the person (REQUIRED unless organization_id is provided) (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the organization (REQUIRED unless person_id is provided) (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user who will own the lead (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Potential value amount (e.g., \\"10000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expected close date in YYYY-MM-DD format (e.g., \\"2025-04-15\\")"},"visible_to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility: 1 (Owner & followers), 3 (Entire company)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_create_project":{"id":"pipedrive_create_project","name":"Create Project in Pipedrive","description":"Create a new project in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the project (e.g., \\"Q2 Marketing Campaign\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the project"},"start_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project start date in YYYY-MM-DD format (e.g., \\"2025-04-01\\")"},"end_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project end date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_delete_lead":{"id":"pipedrive_delete_lead","name":"Delete Lead from Pipedrive","description":"Delete a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to delete (e.g., \\"abc123-def456-ghi789\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_activities":{"id":"pipedrive_get_activities","name":"Get Activities from Pipedrive","description":"Retrieve activities (tasks) from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter activities by user ID (e.g., \\"123\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by activity type (call, meeting, task, deadline, email, lunch)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completion status: 0 for not done, 1 for done"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_all_deals":{"id":"pipedrive_get_all_deals","name":"Get All Deals from Pipedrive","description":"Retrieve all deals from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only fetch deals with a specific status. Values: open, won, lost. If omitted, all not deleted deals are returned"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified person are returned (e.g., \\"456\\")"},"org_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified organization are returned (e.g., \\"789\\")"},"pipeline_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals in the specified pipeline are returned (e.g., \\"1\\")"},"updated_since":{"type":"string","required":false,"visibility":"user-or-llm","description":"If set, only deals updated after this time are returned. Format: 2025-01-01T10:20:00Z"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_get_deal":{"id":"pipedrive_get_deal","name":"Get Deal Details from Pipedrive","description":"Retrieve detailed information about a specific deal","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to retrieve (e.g., \\"123\\")"}}},"pipedrive_get_files":{"id":"pipedrive_get_files","name":"Get Files from Pipedrive","description":"Retrieve files from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort files by field (supported: \\"id\\", \\"update_time\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 100)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"},"downloadFiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download file contents into file outputs"}}},"pipedrive_get_leads":{"id":"pipedrive_get_leads","name":"Get Leads from Pipedrive","description":"Retrieve all leads or a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific lead to retrieve (e.g., \\"abc123-def456-ghi789\\")"},"archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Get archived leads instead of active ones (e.g., \\"true\\" or \\"false\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner user ID (e.g., \\"123\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by organization ID (e.g., \\"789\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_messages":{"id":"pipedrive_get_mail_messages","name":"Get Mail Threads from Pipedrive","description":"Retrieve mail threads from Pipedrive mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by folder: inbox, drafts, sent, archive (default: inbox)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"25\\", default: 50)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_thread":{"id":"pipedrive_get_mail_thread","name":"Get Mail Thread Messages from Pipedrive","description":"Retrieve all messages from a specific mail thread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"thread_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the mail thread (e.g., \\"12345\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_pipeline_deals":{"id":"pipedrive_get_pipeline_deals","name":"Get Pipeline Deals from Pipedrive","description":"Retrieve all deals in a specific pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"pipeline_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the pipeline (e.g., \\"1\\")"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific stage within the pipeline (e.g., \\"2\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_pipelines":{"id":"pipedrive_get_pipelines","name":"Get Pipelines from Pipedrive","description":"Retrieve all pipelines from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: id, update_time, add_time (default: id)"},"sort_direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sorting direction: asc, desc (default: asc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_projects":{"id":"pipedrive_get_projects","name":"Get Projects from Pipedrive","description":"Retrieve all projects or a specific project from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"project_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific project to retrieve (e.g., \\"123\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by project status: open, completed, deleted (only for listing all)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500, only for listing all)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_update_activity":{"id":"pipedrive_update_activity","name":"Update Activity in Pipedrive","description":"Update an existing activity (task) in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"activity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the activity to update (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New subject/title for the activity (e.g., \\"Updated meeting with client\\")"},"due_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date in YYYY-MM-DD format (e.g., \\"2025-03-20\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due time in HH:MM format (e.g., \\"15:00\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration in HH:MM format (e.g., \\"00:30\\" for 30 minutes)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mark as done: 0 for not done, 1 for done"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"New notes for the activity"}}},"pipedrive_update_deal":{"id":"pipedrive_update_deal","name":"Update Deal in Pipedrive","description":"Update an existing deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to update (e.g., \\"123\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the deal (e.g., \\"Updated Enterprise License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"New monetary value for the deal (e.g., \\"7500\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status: open, won, lost"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New stage ID for the deal (e.g., \\"3\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-07-15\\")"}}},"pipedrive_update_lead":{"id":"pipedrive_update_lead","name":"Update Lead in Pipedrive","description":"Update an existing lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to update (e.g., \\"abc123-def456-ghi789\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the lead (e.g., \\"Updated Lead - Premium Package\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization ID (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New owner user ID (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"New value amount (e.g., \\"15000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-05-01\\")"},"is_archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive the lead: true or false"}},"oauth":{"required":true,"provider":"pipedrive"}},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}}},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_holders":{"id":"polymarket_get_holders","name":"Get Market Holders from Polymarket","description":"Retrieve top holders of a specific market token","version":"1.0.0","params":{"market":{"type":"string","required":true,"description":"Comma-separated list of condition IDs (e.g., \\"0x1234...abcd\\" or \\"0x1234...abcd,0x5678...efgh\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of holders to return (e.g., \\"10\\"). Range: 0-20, default: 20.","visibility":"user-or-llm"},"minBalance":{"type":"string","required":false,"description":"Minimum balance threshold (default: 1)","visibility":"user-or-llm"}}},"polymarket_get_last_trade_price":{"id":"polymarket_get_last_trade_price","name":"Get Last Trade Price from Polymarket","description":"Retrieve the last trade price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_leaderboard":{"id":"polymarket_get_leaderboard","name":"Get Leaderboard from Polymarket","description":"Retrieve trader leaderboard rankings by profit/loss or volume","version":"1.0.0","params":{"category":{"type":"string","required":false,"description":"Category filter: OVERALL, POLITICS, SPORTS, CRYPTO, CULTURE, MENTIONS, WEATHER, ECONOMICS, TECH, FINANCE (default: OVERALL)","visibility":"user-or-llm"},"timePeriod":{"type":"string","required":false,"description":"Time period: DAY, WEEK, MONTH, ALL (default: DAY)","visibility":"user-or-llm"},"orderBy":{"type":"string","required":false,"description":"Order by: PNL or VOL (default: PNL)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results to return (e.g., \\"10\\"). Range: 1-50, default: 25.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"25\\"). Range: 0-1000, default: 0.","visibility":"user-or-llm"},"user":{"type":"string","required":false,"description":"Filter by specific user wallet address","visibility":"user-or-llm"},"userName":{"type":"string","required":false,"description":"Filter by username","visibility":"user-or-llm"}}},"polymarket_get_market":{"id":"polymarket_get_market","name":"Get Market from Polymarket","description":"Retrieve details of a specific prediction market by ID or slug","version":"1.0.0","params":{"marketId":{"type":"string","required":false,"description":"The numeric market ID (e.g., \\"253591\\"). Required if slug is not provided. Not the condition ID.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The market slug (e.g., \\"will-trump-win\\"). URL-friendly identifier. Required if marketId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_markets":{"id":"polymarket_get_markets","name":"Get Markets from Polymarket","description":"Retrieve a list of prediction markets from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open markets only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volumeNum, liquidityNum, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_midpoint":{"id":"polymarket_get_midpoint","name":"Get Midpoint Price from Polymarket","description":"Retrieve the midpoint price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_orderbook":{"id":"polymarket_get_orderbook","name":"Get Orderbook from Polymarket","description":"Retrieve the order book summary for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_positions":{"id":"polymarket_get_positions","name":"Get Positions from Polymarket","description":"Retrieve user positions from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Condition IDs to filter positions (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter positions (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"sizeThreshold":{"type":"string","required":false,"description":"Minimum position size threshold (default: 1)","visibility":"user-or-llm"},"redeemable":{"type":"string","required":false,"description":"Filter for redeemable positions only (true/false)","visibility":"user-or-llm"},"mergeable":{"type":"string","required":false,"description":"Filter for mergeable positions only (true/false)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field (TOKENS, CURRENT, INITIAL, CASHPNL, PERCENTPNL, TITLE, RESOLVING, PRICE, AVGPRICE)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction (ASC or DESC)","visibility":"user-or-llm"},"title":{"type":"string","required":false,"description":"Search filter by title","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\").","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_price":{"id":"polymarket_get_price","name":"Get Price from Polymarket","description":"Retrieve the market price for a specific token and side","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"side":{"type":"string","required":true,"description":"Order side: \\"buy\\" or \\"sell\\".","visibility":"user-or-llm"}}},"polymarket_get_price_history":{"id":"polymarket_get_price_history","name":"Get Price History from Polymarket","description":"Retrieve historical price data for a specific market token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"interval":{"type":"string","required":false,"description":"Duration ending at current time (1m, 1h, 6h, 1d, 1w, max). Mutually exclusive with startTs/endTs.","visibility":"user-or-llm"},"fidelity":{"type":"number","required":false,"description":"Data resolution in minutes (e.g., 60 for hourly)","visibility":"user-or-llm"},"startTs":{"type":"number","required":false,"description":"Start timestamp (Unix seconds UTC)","visibility":"user-or-llm"},"endTs":{"type":"number","required":false,"description":"End timestamp (Unix seconds UTC)","visibility":"user-or-llm"}}},"polymarket_get_series":{"id":"polymarket_get_series","name":"Get Series from Polymarket","description":"Retrieve series (related market groups) from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_series_by_id":{"id":"polymarket_get_series_by_id","name":"Get Series by ID from Polymarket","description":"Retrieve a specific series (related market group) by ID from Polymarket","version":"1.0.0","params":{"seriesId":{"type":"string","required":true,"description":"The numeric series ID (e.g., \\"12345\\").","visibility":"user-or-llm"}}},"polymarket_get_spread":{"id":"polymarket_get_spread","name":"Get Spread from Polymarket","description":"Retrieve the bid-ask spread for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_tags":{"id":"polymarket_get_tags","name":"Get Tags from Polymarket","description":"Retrieve available tags for filtering markets from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_tick_size":{"id":"polymarket_get_tick_size","name":"Get Tick Size from Polymarket","description":"Retrieve the minimum tick size for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_trades":{"id":"polymarket_get_trades","name":"Get Trades from Polymarket","description":"Retrieve trade history from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":false,"description":"User wallet address to filter trades","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Market/condition ID to filter trades (e.g., \\"0x1234...abcd\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter trades (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade direction filter (BUY or SELL)","visibility":"user-or-llm"},"takerOnly":{"type":"string","required":false,"description":"Filter for taker trades only (true/false, default: true)","visibility":"user-or-llm"},"filterType":{"type":"string","required":false,"description":"Filter type (CASH or TOKENS) - requires filterAmount","visibility":"user-or-llm"},"filterAmount":{"type":"string","required":false,"description":"Filter amount threshold - requires filterType","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"50\\"). Default: 100, max: 10000.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\").","visibility":"user-or-llm"}}},"polymarket_search":{"id":"polymarket_search","name":"Search Polymarket","description":"Search for markets, events, and profiles on Polymarket","version":"1.0.0","params":{"query":{"type":"string","required":true,"description":"Search query term (e.g., \\"presidential election\\", \\"bitcoin price\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum number of results per type (events, tags, profiles). Default: 50.","visibility":"user-or-llm"},"page":{"type":"string","required":false,"description":"Page number for pagination (e.g., \\"2\\"). 1-indexed.","visibility":"user-or-llm"},"cache":{"type":"string","required":false,"description":"Enable caching (true/false)","visibility":"user-or-llm"},"eventsStatus":{"type":"string","required":false,"description":"Filter events by status","visibility":"user-or-llm"},"eventsTag":{"type":"string","required":false,"description":"Filter by event tags (comma-separated)","visibility":"user-or-llm"},"sort":{"type":"string","required":false,"description":"Sort field","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"searchTags":{"type":"string","required":false,"description":"Include tags in search results (true/false)","visibility":"user-or-llm"},"searchProfiles":{"type":"string","required":false,"description":"Include profiles in search results (true/false)","visibility":"user-or-llm"},"recurrence":{"type":"string","required":false,"description":"Filter by recurrence type","visibility":"user-or-llm"},"excludeTagId":{"type":"string","required":false,"description":"Exclude events with these tag IDs (comma-separated)","visibility":"user-or-llm"},"keepClosedMarkets":{"type":"string","required":false,"description":"Include closed markets in results (0 or 1)","visibility":"user-or-llm"}}},"postgresql_delete":{"id":"postgresql_delete","name":"PostgreSQL Delete","description":"Delete data from PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete data from"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"postgresql_execute":{"id":"postgresql_execute","name":"PostgreSQL Execute","description":"Execute raw SQL query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute"}}},"postgresql_insert":{"id":"postgresql_insert","name":"PostgreSQL Insert","description":"Insert data into PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert data into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object to insert (key-value pairs)"}}},"postgresql_introspect":{"id":"postgresql_introspect","name":"PostgreSQL Introspect","description":"Introspect PostgreSQL database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public)"}}},"postgresql_query":{"id":"postgresql_query","name":"PostgreSQL Query","description":"Execute a SELECT query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute"}}},"postgresql_update":{"id":"postgresql_update","name":"PostgreSQL Update","description":"Update data in PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update data in"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object with fields to update (key-value pairs)"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"posthog_batch_events":{"id":"posthog_batch_events","name":"PostHog Batch Events","description":"Capture multiple events at once in PostHog. Use this for bulk event ingestion to improve performance.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"batch":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of events to capture. Each event should have: event, distinct_id, and optional properties, timestamp. Example: [{\\"event\\": \\"page_view\\", \\"distinct_id\\": \\"user123\\", \\"properties\\": {\\"page\\": \\"/\\"}}]"}}},"posthog_capture_event":{"id":"posthog_capture_event","name":"PostHog Capture Event","description":"Capture a single event in PostHog. Use this to track user actions, page views, or custom events.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"event":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to capture (e.g., \\"page_view\\", \\"button_clicked\\")"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the user or device (e.g., \\"user123\\", email, or device UUID)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of event properties (e.g., {\\"button_name\\": \\"signup\\", \\"page\\": \\"homepage\\"})"},"timestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp for when the event occurred. If not provided, uses current time"}}},"posthog_create_annotation":{"id":"posthog_create_annotation","name":"PostHog Create Annotation","description":"Create a new annotation in PostHog. Mark important events on your graphs with date and description.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/text of the annotation"},"date_marker":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO timestamp marking when the annotation applies (e.g., \\"2024-01-15T10:00:00Z\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the annotation: \\"project\\", \\"organization\\", \\"dashboard\\", or \\"dashboard_item\\" (default: \\"project\\")"},"dashboard_item":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard tile (insight) to attach this annotation to (used when scope is \\"dashboard_item\\")"},"dashboard_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard to attach this annotation to (used when scope is \\"dashboard\\")"}}},"posthog_create_cohort":{"id":"posthog_create_cohort","name":"PostHog Create Cohort","description":"Create a new cohort in PostHog. Requires cohort name and filter or query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}}},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}}},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}}},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}}},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}}},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}}},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}}},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}}},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}}},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}}},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}}},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}}},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}}},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}}},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}}},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}}},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}}},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover or api"},"questions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Archive or unarchive the survey"}}},"profound_bot_logs":{"id":"profound_bot_logs","name":"Profound Bot Logs","description":"Get identified bot visit logs with filters for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot logs for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: timestamp, method, host, path, status_code, ip, user_agent, referer, bytes_sent, duration_ms, query_params, bot_name, bot_provider, bot_types"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_bots_report":{"id":"profound_bots_report","name":"Profound Bots Report","description":"Query bot traffic report with hourly granularity for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot traffic for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citations, indexing, training, last_visit"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: date, hour, path, bot_name, bot_provider, bot_type"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_category_assets":{"id":"profound_category_assets","name":"Profound Category Assets","description":"List assets (companies/brands) for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_personas":{"id":"profound_category_personas","name":"Profound Category Personas","description":"List personas for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_prompts":{"id":"profound_category_prompts","name":"Profound Category Prompts","description":"List prompts for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 10000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"orderDir":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc (default desc)"},"promptType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated prompt types to filter: visibility, sentiment"},"topicId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated topic IDs (UUIDs) to filter by"},"tagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs (UUIDs) to filter by"},"regionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated region IDs (UUIDs) to filter by"},"platformId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated platform IDs (UUIDs) to filter by"}}},"profound_category_tags":{"id":"profound_category_tags","name":"Profound Category Tags","description":"List tags for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_topics":{"id":"profound_category_topics","name":"Profound Category Topics","description":"List topics for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API 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\\"2024-12-31\\")"},"expandEvent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include expanded event details on each document"},"updatedAfter":{"type":"string","required":false,"visibility":"user-only","description":"Only return data updated after this ISO 8601 date (e.g., \\"2024-01-01\\")"},"updatedBefore":{"type":"string","required":false,"visibility":"user-only","description":"Only return data updated before this ISO 8601 date (e.g., \\"2024-12-31\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return in a single request (default: 10, max: 500)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination cursor from the previous response (nextCursor) for the next page"},"direction":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction by id: \\"asc\\" or \\"desc\\" (default: asc)"}}},"quiver_image_to_svg":{"id":"quiver_image_to_svg","name":"Quiver Image to SVG","description":"Convert raster images into vector SVG format using QuiverAI","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"QuiverAI API key"},"model":{"type":"string","required":true,"visibility":"user-only","description":"The model to use for vectorization (e.g., \\"arrow-preview\\")"},"image":{"type":"file","required":true,"visibility":"user-or-llm","description":"The raster image to vectorize into SVG"},"temperature":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sampling temperature (0-2, default 1)"},"top_p":{"type":"number","required":false,"visibility":"user-or-llm","description":"Nucleus sampling probability (0-1, default 1)"},"max_output_tokens":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum output tokens (1-131072)"},"presence_penalty":{"type":"number","required":false,"visibility":"user-or-llm","description":"Token penalty for prior output (-2 to 2, default 0)"},"auto_crop":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Automatically crop the image before vectorizing"},"target_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Square resize target in pixels (128-4096)"}}},"quiver_list_models":{"id":"quiver_list_models","name":"Quiver List Models","description":"List all available QuiverAI models","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"QuiverAI API key"}}},"quiver_text_to_svg":{"id":"quiver_text_to_svg","name":"Quiver Text to SVG","description":"Generate SVG images from text prompts using QuiverAI","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"QuiverAI API key"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"A text description of the desired SVG"},"model":{"type":"string","required":true,"visibility":"user-only","description":"The model to use for SVG generation (e.g., \\"arrow-preview\\")"},"instructions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Style or formatting guidance for the SVG output"},"references":{"type":"file","required":false,"visibility":"user-or-llm","description":"Reference images to guide SVG generation (up to 4)"},"n":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of SVGs to generate (1-16, default 1)"},"temperature":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sampling temperature (0-2, default 1)"},"top_p":{"type":"number","required":false,"visibility":"user-or-llm","description":"Nucleus sampling probability (0-1, default 1)"},"max_output_tokens":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum output tokens (1-131072)"},"presence_penalty":{"type":"number","required":false,"visibility":"user-or-llm","description":"Token penalty for prior output (-2 to 2, default 0)"}}},"railway_create_environment":{"id":"railway_create_environment","name":"Railway Create Environment","description":"Create a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name"},"sourceEnvironmentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment ID to clone from"},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the environment is ephemeral"},"skipInitialDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip initial deploys for the environment"},"stageInitialChanges":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stage initial changes instead of applying them immediately"}}},"railway_create_project":{"id":"railway_create_project","name":"Railway Create Project","description":"Create a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project description"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to create the project in"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"defaultEnvironmentName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the default environment"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploys"}}},"railway_create_service":{"id":"railway_create_service","name":"Railway Create Service","description":"Create a Railway service from a GitHub repo or Docker image","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Service name"},"repo":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub repository in owner/name format to deploy from"},"image":{"type":"string","required":false,"visibility":"user-or-llm","description":"Docker image to deploy, for example redis:7-alpine"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to deploy when using a repository source"}}},"railway_delete_environment":{"id":"railway_delete_environment","name":"Railway Delete Environment","description":"Delete a Railway project environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_business_profile":{"id":"rb2b_linkedin_to_business_profile","name":"RB2B LinkedIn to Business Profile","description":"Return a full business profile (name, title, company, emails and more) for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_hashed_emails":{"id":"rb2b_linkedin_to_hashed_emails","name":"RB2B LinkedIn to Hashed Emails","description":"Return the business and personal hashed emails (MD5 and SHA-256) associated with a LinkedIn 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Each key maps to an object with \\"value\\" (string; null or empty deletes the attribute) and \\"updated_at_ms\\" (Unix epoch ms used for conflict resolution — required). 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name"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent department ID"},"referenceCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference code"}}},"rippling_create_draft_hires":{"id":"rippling_create_draft_hires","name":"Rippling Create Draft Hires","description":"Create bulk draft hires","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Rippling API key"},"draftHires":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of draft hire objects"}}},"rippling_create_object_category":{"id":"rippling_create_object_category","name":"Rippling Create ObjectCategory","description":"Create a new object category","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Rippling API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category 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Optional fields: `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}}},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee associations payload (e.g., { \\"attendeeAssociations\\": [...] })"}}},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload"}}},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}}},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). Required body fields: name, policyId.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who will own the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (creating own report) or PROXY (creating on behalf of another user)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Report payload — `name` and `policyId` are required. Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}}},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}}},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload"}}},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/TRAVELER/quickexpenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (expenseTypeId, transactionAmount, transactionDate, etc.)"}}},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PDF, PNG, JPEG, TIFF (max 50MB)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (transactionAmount, transactionDate, expenseTypeId, vendor, ...)"}}},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}}},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload (name, purpose, startDate, endDate, requestPolicyId, etc.)"}}},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload (schemas, userName, name, emails, active, etc.)"}}},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}}},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}}},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}}},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item (DELETE /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}}},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"}}},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Delete a user identity (DELETE /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}}},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}}},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Budget item header ID (syncguid)"}}},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"cashAdvanceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cash advance ID"}}},"sap_concur_get_expected_expense":{"id":"sap_concur_get_expected_expense","name":"SAP Concur Get Expected Expense","description":"Get an expected expense (GET /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or 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/localities/v5/locations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text query (city, airport, landmark, etc.)"},"locCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"IATA / location code"},"locationNameId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Concur internal location name ID (UUID)"},"locationNameKey":{"type":"number","required":false,"visibility":"user-or-llm","description":"Concur internal numeric location name key"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"2-letter ISO 3166-1 country code"},"subdivisionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-2:2007 country subdivision (e.g. US-WA)"},"adminRegionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Administrative region ID"}}},"sap_concur_search_users":{"id":"sap_concur_search_users","name":"SAP Concur Search Users","description":"Search users via SCIM .search endpoint (POST /profile/identity/v4.1/Users/.search).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM search request payload ({ schemas, attributes, filter, count, startIndex })"}}},"sap_concur_send_back_expense_report":{"id":"sap_concur_send_back_expense_report","name":"SAP Concur Send Back Expense Report","description":"Send back an expense report to the employee (PATCH /expensereports/v4/reports/{reportId}/sendBack). Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}}},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional body. Concur docs don\'t define a payload for this action; pass an empty object if uncertain."}}},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the allocation"}}},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}}},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}}},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). Body fields: businessPurpose, comment, customData, name, etc.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report"}}},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}}},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request"}}},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH operations payload ({ schemas, Operations: [...] })"}}},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). Body contains a currency_sets array, each with from_crn_code, to_crn_code, start_date (YYYY-MM-DD), and rate.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Bulk upload body: { currency_sets: [{ from_crn_code, to_crn_code, start_date: \\"YYYY-MM-DD\\", rate }] } (max 100 entries)"}}},"sap_concur_upload_receipt_image":{"id":"sap_concur_upload_receipt_image","name":"SAP Concur Upload Receipt Image","description":"Upload an image-only receipt (POST /receipts/v4/users/{userId}/image-only-receipts).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the receipt"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image file (UserFile reference). Supported formats: PDF, PNG, JPEG, GIF, TIFF"},"forwardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional client-supplied dedup id (max 40 chars). Sent as the concur-forwardid header."}}},"sap_s4hana_create_business_partner":{"id":"sap_s4hana_create_business_partner","name":"SAP S/4HANA Create Business Partner","description":"Create a business partner in SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner). For Person category 1 provide FirstName and LastName. For Organization category 2 provide OrganizationBPName1.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartnerCategory":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerCategory: \\"1\\" Person, \\"2\\" Organization, \\"3\\" Group"},"businessPartnerGrouping":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerGrouping (number range / role grouping configured in S/4HANA, e.g. \\"0001\\")"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"FirstName (required for Person)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"LastName (required for Person)"},"organizationBPName1":{"type":"string","required":false,"visibility":"user-or-llm","description":"OrganizationBPName1 (required for Organization)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_BusinessPartner fields merged into the create payload"}}},"sap_s4hana_create_purchase_order":{"id":"sap_s4hana_create_purchase_order","name":"SAP S/4HANA Create Purchase Order","description":"Create a purchase order in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder). PurchaseOrder is auto-assigned by SAP from the document number range; provide line items via the body parameter.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrderType (e.g., \\"NB\\" Standard PO)"},"companyCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"CompanyCode (4 chars, e.g., \\"1010\\")"},"purchasingOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingOrganization (4 chars)"},"purchasingGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingGroup (3 chars)"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier business partner key (up to 10 chars)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"A_PurchaseOrder body containing to_PurchaseOrderItem deep-insert items (required by SAP) plus any additional header fields, e.g., {\\"to_PurchaseOrderItem\\":[{\\"PurchaseOrderItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"OrderQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"PurchaseOrderQuantityUnit\\":\\"PC\\",\\"NetPriceAmount\\":\\"100.00\\",\\"DocumentCurrency\\":\\"USD\\"}]}."}}},"sap_s4hana_create_purchase_requisition":{"id":"sap_s4hana_create_purchase_requisition","name":"SAP S/4HANA Create Purchase Requisition","description":"Create a purchase requisition in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). PurchaseRequisition is auto-assigned by SAP from the document number range; provide line items via the to_PurchaseReqnItem deep-insert array. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisitionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisitionType (e.g., \\"NB\\" Standard PR)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"to_PurchaseReqnItem deep-insert array (e.g., [{\\"PurchaseRequisitionItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"BaseUnit\\":\\"PC\\",\\"DeliveryDate\\":\\"/Date(1735689600000)/\\"}])"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional A_PurchaseRequisitionHeader fields merged into the create payload (e.g., {\\"PurReqnDescription\\":\\"Office supplies\\"})"}}},"sap_s4hana_create_sales_order":{"id":"sap_s4hana_create_sales_order","name":"SAP S/4HANA Create Sales Order","description":"Create a sales order in SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with deep insert of sales order items via to_Item.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrderType (e.g., \\"OR\\" Standard Order)"},"salesOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrganization (4 chars, e.g., \\"1010\\")"},"distributionChannel":{"type":"string","required":true,"visibility":"user-or-llm","description":"DistributionChannel (2 chars, e.g., \\"10\\")"},"organizationDivision":{"type":"string","required":true,"visibility":"user-or-llm","description":"OrganizationDivision (2 chars, e.g., \\"00\\")"},"soldToParty":{"type":"string","required":true,"visibility":"user-or-llm","description":"SoldToParty business partner key (up to 10 chars)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of sales order items for to_Item deep insert. Each item should include Material and RequestedQuantity (e.g., [{\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"1\\"}])."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_SalesOrder fields merged into the create payload"}}},"sap_s4hana_delete_sales_order":{"id":"sap_s4hana_delete_sales_order","name":"SAP S/4HANA Delete Sales Order","description":"Delete an A_SalesOrder entity in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Only orders without subsequent documents (deliveries, invoices) can be deleted; otherwise reject items via update instead.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to delete (string, up to 10 characters)"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_get_billing_document":{"id":"sap_s4hana_get_billing_document","name":"SAP S/4HANA Get Billing Document","description":"Retrieve a single billing document (customer invoice) by BillingDocument key from SAP S/4HANA Cloud (API_BILLING_DOCUMENT_SRV, A_BillingDocument).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"billingDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"BillingDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner,to_PricingElement\\")"}}},"sap_s4hana_get_business_partner":{"id":"sap_s4hana_get_business_partner","name":"SAP S/4HANA Get Business Partner","description":"Retrieve a single business partner by BusinessPartner key from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_get_customer":{"id":"sap_s4hana_get_customer","name":"SAP S/4HANA Get Customer","description":"Retrieve a single customer by Customer key from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Customer).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_CustomerCompany,to_CustomerSalesArea\\")"}}},"sap_s4hana_get_inbound_delivery":{"id":"sap_s4hana_get_inbound_delivery","name":"SAP S/4HANA Get Inbound Delivery","description":"Retrieve a single inbound delivery by DeliveryDocument key from SAP S/4HANA Cloud (API_INBOUND_DELIVERY_SRV;v=0002, A_InbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"deliveryDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"DeliveryDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_material_document":{"id":"sap_s4hana_get_material_document","name":"SAP S/4HANA Get Material Document","description":"Retrieve a single material document header by composite key (MaterialDocument + MaterialDocumentYear) from SAP S/4HANA Cloud (API_MATERIAL_DOCUMENT_SRV, A_MaterialDocumentHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"materialDocumentYear":{"type":"string","required":true,"visibility":"user-or-llm","description":"MaterialDocumentYear (4-character year, e.g., \\"2024\\")"},"materialDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"MaterialDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_get_outbound_delivery":{"id":"sap_s4hana_get_outbound_delivery","name":"SAP S/4HANA Get Outbound Delivery","description":"Retrieve a single outbound delivery by DeliveryDocument key from SAP S/4HANA Cloud (API_OUTBOUND_DELIVERY_SRV;v=0002, A_OutbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"deliveryDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"DeliveryDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_product":{"id":"sap_s4hana_get_product","name":"SAP S/4HANA Get Product","description":"Retrieve a single product (material) by Product key from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key (string, up to 40 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Description\\")"}}},"sap_s4hana_get_purchase_order":{"id":"sap_s4hana_get_purchase_order","name":"SAP S/4HANA Get Purchase Order","description":"Retrieve a single purchase order by PurchaseOrder key from SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseOrderItem\\")"}}},"sap_s4hana_get_purchase_requisition":{"id":"sap_s4hana_get_purchase_requisition","name":"SAP S/4HANA Get Purchase Requisition","description":"Retrieve a single purchase requisition by PurchaseRequisition key from SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"ProductType eq \'FERT\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_purchase_orders":{"id":"sap_s4hana_list_purchase_orders","name":"SAP 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on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"CompanyCode eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseOrderItem\\")"}}},"sap_s4hana_list_purchase_requisitions":{"id":"sap_s4hana_list_purchase_requisitions","name":"SAP S/4HANA List Purchase Requisitions","description":"List purchase requisitions from SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader) with optional OData $filter, $top, $skip, $orderby, $select, $expand. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"PurchaseRequisitionType eq \'NB\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseReqnItem\\")"}}},"sap_s4hana_list_sales_orders":{"id":"sap_s4hana_list_sales_orders","name":"SAP S/4HANA List Sales Orders","description":"List sales orders from SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SalesOrganization eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner\\")"}}},"sap_s4hana_list_supplier_invoices":{"id":"sap_s4hana_list_supplier_invoices","name":"SAP S/4HANA List Supplier Invoices","description":"List supplier invoices from SAP S/4HANA Cloud (API_SUPPLIERINVOICE_PROCESS_SRV, A_SupplierInvoice) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"InvoicingParty eq \'17300001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_suppliers":{"id":"sap_s4hana_list_suppliers","name":"SAP S/4HANA List Suppliers","description":"List suppliers from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Supplier) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SupplierAccountGroup eq \'BP02\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_SupplierCompany,to_SupplierPurchasingOrg\\")"}}},"sap_s4hana_odata_query":{"id":"sap_s4hana_odata_query","name":"SAP S/4HANA OData Query","description":"Make an arbitrary OData v2 call against any SAP S/4HANA Cloud whitelisted Communication Scenario. Use when no dedicated tool exists for the entity. The proxy handles auth, CSRF, and OData unwrapping. For write operations (POST/PUT/PATCH/MERGE/DELETE), pass an If-Match ETag obtained from a prior GET to avoid lost updates; misuse will mutate production data.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"service":{"type":"string","required":true,"visibility":"user-or-llm","description":"OData service name (e.g., \\"API_BUSINESS_PARTNER\\", \\"API_SALES_ORDER_SRV\\")"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path inside the service (e.g., \\"/A_BusinessPartner\\" or \\"/A_BusinessPartner(\'1000123\')\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: GET (default), POST, PATCH, PUT, DELETE, MERGE"},"query":{"type":"json","required":false,"visibility":"user-or-llm","description":"OData query parameters as JSON object or query string (e.g., {\\"$filter\\":\\"BusinessPartnerCategory eq \'1\'\\",\\"$top\\":10}). $format=json is added automatically when omitted."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON request body for write operations"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag value for the If-Match header (required by SAP for PATCH/PUT/DELETE on existing entities)"}}},"sap_s4hana_update_business_partner":{"id":"sap_s4hana_update_business_partner","name":"SAP S/4HANA Update Business Partner","description":"Update fields on an A_BusinessPartner entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates. Deep updates on nested associations (e.g. to_BusinessPartnerAddress) are not supported by SAP (KBA 2833338) — use the dedicated child endpoints.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_BusinessPartner fields to update (e.g., {\\"FirstName\\":\\"Jane\\",\\"SearchTerm1\\":\\"VIP\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_order":{"id":"sap_s4hana_update_purchase_order","name":"SAP S/4HANA Update Purchase Order","description":"Update fields on an A_PurchaseOrder header in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — line-item changes are not supported via deep update on the header (SAP KBA 2833338); use the A_PurchaseOrderItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}}},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}}},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}}},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}}},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}}},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}}},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}}},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}}},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}}},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}}},"sendblue_evaluate_service":{"id":"sendblue_evaluate_service","name":"Sendblue Evaluate Service","description":"Check whether a phone number can receive iMessage or only SMS.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to evaluate, in E.164 format (e.g., +19998887777)"}}},"sendblue_get_message":{"id":"sendblue_get_message","name":"Sendblue Get Message","description":"Retrieve a single message and its current status by message handle/ID.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"message_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message handle/ID returned when the message was sent."}}},"sendblue_send_group_message":{"id":"sendblue_send_group_message","name":"Sendblue Send Group Message","description":"Send an iMessage or SMS to a group of recipients via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"numbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"Recipient phone numbers in E.164 format (e.g., [\\"+19998887777\\", \\"+13334445555\\"]). Optional when sending to an existing group via group_id.","items":{"type":"string","description":"Phone number in E.164 format"}},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"group_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of an existing group to send to. Omit to start a new group."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_message":{"id":"sendblue_send_message","name":"Sendblue Send Message","description":"Send an iMessage or SMS to a single recipient via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_typing_indicator":{"id":"sendblue_send_typing_indicator","name":"Sendblue Send Typing Indicator","description":"Display a typing indicator to a recipient (not supported in group chats).","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient\'s phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your Sendblue line number to send from, in E.164 format."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"\\"start\\" (default) shows the indicator; \\"stop\\" ends an active indicator before max_duration_ms expires."},"max_duration_ms":{"type":"number","required":false,"visibility":"user-or-llm","description":"How long (ms) the indicator stays visible before auto-stopping. Defaults to 60000. Must be between 1 and 300000."}}},"sendgrid_add_contact":{"id":"sendgrid_add_contact","name":"SendGrid Add Contact","description":"Add a new contact to SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact email address"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact last name"},"customFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs (use field IDs like e1_T, e2_N, e3_D, not field names)"},"listIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list IDs to add the contact to"}}},"sendgrid_add_contacts_to_list":{"id":"sendgrid_add_contacts_to_list","name":"SendGrid Add Contacts to List","description":"Add or update contacts and assign them to a list in SendGrid (uses PUT /v3/marketing/contacts)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to add contacts to"},"contacts":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of contact objects. Each contact must have at least: email (or phone_number_id/external_id/anonymous_id). Example: [{\\"email\\": \\"user@example.com\\", \\"first_name\\": \\"John\\"}]"}}},"sendgrid_create_list":{"id":"sendgrid_create_list","name":"SendGrid Create List","description":"Create a new contact list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"List name"}}},"sendgrid_create_template":{"id":"sendgrid_create_template","name":"SendGrid Create Template","description":"Create a new email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template name"},"generation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Template generation type (legacy or dynamic, default: dynamic)"}}},"sendgrid_create_template_version":{"id":"sendgrid_create_template_version","name":"SendGrid Create Template Version","description":"Create a new version of an email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version name"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"htmlContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML content of the template"},"plainContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text content of the template"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this version is active (default: true)"}}},"sendgrid_delete_contacts":{"id":"sendgrid_delete_contacts","name":"SendGrid Delete Contacts","description":"Delete one or more contacts from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to delete"}}},"sendgrid_delete_list":{"id":"sendgrid_delete_list","name":"SendGrid Delete List","description":"Delete a contact list from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to delete"}}},"sendgrid_delete_template":{"id":"sendgrid_delete_template","name":"SendGrid Delete Template","description":"Delete an email template from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID to delete"}}},"sendgrid_get_contact":{"id":"sendgrid_get_contact","name":"SendGrid Get Contact","description":"Get a specific contact by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"}}},"sendgrid_get_list":{"id":"sendgrid_get_list","name":"SendGrid Get List","description":"Get a specific list by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"}}},"sendgrid_get_template":{"id":"sendgrid_get_template","name":"SendGrid Get Template","description":"Get a specific template by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"}}},"sendgrid_list_all_lists":{"id":"sendgrid_list_all_lists","name":"SendGrid List All Lists","description":"Get all contact lists from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of lists to return per page (default: 100, max: 1000)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_list_templates":{"id":"sendgrid_list_templates","name":"SendGrid List Templates","description":"Get all email templates from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"generations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by generation (legacy, dynamic, or both)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (default: 20, max: 200). When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}}},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}}},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}}},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}}},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}}},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}}},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}}},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}}},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}}},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}}},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}}},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}}},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}}},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}}},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}}},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}}},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform (e.g., \\"search\\", \\"news\\", \\"images\\", \\"videos\\", \\"places\\", \\"shopping\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}}},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results (e.g., \\"count>5\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}}},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}}},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}}},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}}},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}}},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}}},"servicenow_update_record":{"id":"servicenow_update_record","name":"Update ServiceNow Record","description":"Update an existing record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to update (e.g., 6816f79cc0a8016401c5a33be04be441)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update as JSON object (e.g., {\\"state\\": \\"2\\", \\"priority\\": \\"1\\"})"}}},"servicenow_upload_attachment":{"id":"servicenow_upload_attachment","name":"Upload ServiceNow Attachment","description":"Attach a file to a ServiceNow 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Returns the parent message and the full set of replies.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slack channel ID containing the thread (e.g., C1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the parent message (e.g., 1405894322.002768)"},"oldest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include replies after this Unix timestamp (seconds)"},"latest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include replies before this Unix timestamp (seconds)"},"inclusive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include messages with timestamps matching oldest or latest (default: false)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Messages to request per page (default: 200, max: 999)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.nextCursor to resume from"},"maxPages":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pages to fetch before stopping (default: 10)"}},"oauth":{"required":true,"provider":"slack"}},"slack_get_user":{"id":"slack_get_user","name":"Slack Get User Info","description":"Get detailed information about a specific Slack user by their user ID.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to look up (e.g., U1234567890)"}},"oauth":{"required":true,"provider":"slack"}},"slack_get_user_presence":{"id":"slack_get_user_presence","name":"Slack Get User Presence","description":"Check whether a Slack user is currently active or away","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to check presence for (e.g., U1234567890)"}},"oauth":{"required":true,"provider":"slack"}},"slack_invite_to_conversation":{"id":"slack_invite_to_conversation","name":"Slack Invite to Conversation","description":"Invite one or more users to a Slack channel. Supports up to 100 users at a time.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to invite users to"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of user IDs to invite (up to 100)"},"force":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, continues inviting valid users while skipping invalid ones (default: false)"}},"oauth":{"required":true,"provider":"slack"}},"slack_list_canvases":{"id":"slack_list_canvases","name":"Slack List Canvases","description":"List Slack canvases available to the authenticated user or bot","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter canvases appearing in a specific channel ID"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of canvases to return per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter canvases created by a single user ID"},"tsFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter canvases created after this Unix timestamp"},"tsTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter canvases created before this Unix timestamp"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded team ID, required when using an org-level token"}},"oauth":{"required":true,"provider":"slack"}},"slack_list_channels":{"id":"slack_list_channels","name":"Slack List Channels","description":"List all channels in a Slack workspace. Returns public and private channels the bot has access to.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"includePrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include private channels the bot is a member of (default: true)"},"excludeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude archived channels (default: true)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of channels to return (default: 100, max: 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.next_cursor"}},"oauth":{"required":true,"provider":"slack"}},"slack_list_members":{"id":"slack_list_members","name":"Slack List Channel Members","description":"List all members (user IDs) in a Slack channel. Use with Get User Info to resolve IDs to names.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID to list members from"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default: 100, max: 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.next_cursor"}},"oauth":{"required":true,"provider":"slack"}},"slack_list_scheduled_messages":{"id":"slack_list_scheduled_messages","name":"Slack List Scheduled Messages","description":"List pending scheduled messages in a Slack workspace, optionally filtered by channel.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional channel ID to filter scheduled messages (e.g., C1234567890)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of scheduled messages to return"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor (next_cursor) from a previous response"},"oldest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp of the oldest scheduled message to include"},"latest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp of the latest scheduled message to include"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded team ID (required only with org-level tokens)"}},"oauth":{"required":true,"provider":"slack"}},"slack_list_users":{"id":"slack_list_users","name":"Slack List Users","description":"List all users in a Slack workspace. Returns user profiles with names and avatars.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include deactivated/deleted users (default: false)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 100, max: 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.next_cursor"}},"oauth":{"required":true,"provider":"slack"}},"slack_lookup_canvas_sections":{"id":"slack_lookup_canvas_sections","name":"Slack Lookup Canvas Sections","description":"Find Slack canvas section IDs matching criteria for later edits","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"canvasId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Canvas ID to search (e.g., F1234ABCD)"},"criteria":{"type":"json","required":true,"visibility":"user-or-llm","description":"Section lookup criteria, such as {\\"section_types\\":[\\"h1\\"],\\"contains_text\\":\\"Roadmap\\"}"}},"oauth":{"required":true,"provider":"slack"}},"slack_message":{"id":"slack_message","name":"Slack Message","description":"Send messages to Slack channels or direct messages. Supports Slack mrkdwn formatting.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for direct messages (e.g., U1234567890)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates thread reply)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"slack"}},"slack_message_reader":{"id":"slack_message_reader","name":"Slack Message Reader","description":"Read the latest messages from Slack channels. Retrieve conversation history with filtering options.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID to read messages from (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for DM conversation (e.g., U1234567890)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of messages to retrieve (default: 10, max: 15)"},"oldest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of time range (timestamp)"},"latest":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of time range (timestamp)"}},"oauth":{"required":true,"provider":"slack"}},"slack_open_view":{"id":"slack_open_view","name":"Slack Open View","description":"Open a modal view in Slack using a trigger_id from an interaction payload. Used to display forms, confirmations, and other interactive modals.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., slash command, button click)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_publish_view":{"id":"slack_publish_view","name":"Slack Publish View","description":"Publish a static view to a user\'s Home tab in Slack. Used to create or update the app\'s Home tab experience.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to publish the Home tab view to (e.g., U0BPQUNTA)"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the Home tab. Must include type (\\"home\\") and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_push_view":{"id":"slack_push_view","name":"Slack Push View","description":"Push a new view onto an existing modal stack in Slack. Limited to 2 additional views after the initial modal is opened.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., button click within an existing modal)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal to push. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_remove_reaction":{"id":"slack_remove_reaction","name":"Slack Remove Reaction","description":"Remove an emoji reaction from a Slack message","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to remove reaction from (e.g., 1405894322.002768)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the emoji reaction to remove (without colons, e.g., thumbsup, heart, eyes)"}},"oauth":{"required":true,"provider":"slack"}},"slack_rename_conversation":{"id":"slack_rename_conversation","name":"Slack Rename Conversation","description":"Rename an existing Slack channel.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to rename (e.g., C1234567890)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New channel name (lowercase letters, numbers, hyphens, underscores only; max 80 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_schedule_message":{"id":"slack_schedule_message","name":"Slack Schedule Message","description":"Schedule a message to be sent to a Slack channel or DM at a future time.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel, private group, or DM to receive the message (e.g., C1234567890)"},"postAt":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp (seconds) representing the future time the message should post"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates a scheduled thread reply)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_purpose":{"id":"slack_set_conversation_purpose","name":"Slack Set Conversation Purpose","description":"Set the purpose (description) for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"purpose":{"type":"string","required":true,"visibility":"user-or-llm","description":"New purpose/description text (max 250 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_topic":{"id":"slack_set_conversation_topic","name":"Slack Set Conversation Topic","description":"Set the topic for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"topic":{"type":"string","required":true,"visibility":"user-or-llm","description":"New topic text (max 250 characters; no formatting or linkification)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_status":{"id":"slack_set_status","name":"Slack Set Assistant Status","description":"Set or clear the assistant thread status indicator (the loading shimmer) on a Slack AI app thread. Pass an empty status to clear it.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status text to display, e.g. \'Working on it…\'. Omit or pass an empty string to clear the status."},"loadingMessages":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional list of messages to rotate through as an animated loading indicator (max 10)."}},"oauth":{"required":true,"provider":"slack"}},"slack_set_suggested_prompts":{"id":"slack_set_suggested_prompts","name":"Slack Set Suggested Prompts","description":"Set the clickable suggested prompts shown in a Slack assistant thread (the prompt chips in an AI app).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"prompts":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of prompts, each with a \\"title\\" (shown on the chip) and a \\"message\\" (sent when clicked). Max 4."},"promptsTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional heading for the prompt list, e.g. \'Suggested Prompts\'"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_title":{"id":"slack_set_title","name":"Slack Set Assistant Title","description":"Set the title of a Slack assistant thread (shown in the AI app thread header).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title to display for the assistant thread"}},"oauth":{"required":true,"provider":"slack"}},"slack_update_message":{"id":"slack_update_message","name":"Slack Update Message","description":"Update a message previously sent by the bot in Slack","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to update (e.g., 1405894322.002768)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New message text (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."}},"oauth":{"required":true,"provider":"slack"}},"slack_update_view":{"id":"slack_update_view","name":"Slack Update View","description":"Update an existing modal view in Slack. Identify the view by view_id or external_id, and provide the updated view payload.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of the view to update. Either viewId or externalId is required"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Developer-set unique identifier of the view to update (max 255 chars). Either viewId or externalId is required"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the updated modal. Must include type (\\"modal\\"), title, and blocks array. Use identical block_id and action_id values to preserve input data"}},"oauth":{"required":true,"provider":"slack"}},"smartlead_add_email_accounts_to_campaign":{"id":"smartlead_add_email_accounts_to_campaign","name":"Smartlead Add Email Accounts to Campaign","description":"Attaches sending email accounts to a Smartlead campaign. A campaign needs at least one attached account before it can start.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"emailAccountIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"IDs of the email accounts to attach, from List Email Accounts","items":{"type":"number"}}}},"smartlead_add_leads_to_campaign":{"id":"smartlead_add_leads_to_campaign","name":"Smartlead Add Leads to Campaign","description":"Adds leads to a Smartlead campaign, up to 400 per call. Returns per-reason counts for leads that were skipped as duplicates, blocked, bounced, or invalid.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leads":{"type":"array","required":true,"visibility":"user-or-llm","description":"Leads to add (max 400). Each entry requires email and accepts first_name, last_name, phone_number, company_name, website, location, linkedin_profile, company_url, and custom_fields.","items":{"type":"object"}},"ignoreGlobalBlockList":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they are on the global block list"},"ignoreUnsubscribeList":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they previously unsubscribed"},"ignoreDuplicateLeadsInOtherCampaign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they already exist in another campaign"},"ignoreCommunityBounceList":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they are on the community bounce list"}}},"smartlead_create_campaign":{"id":"smartlead_create_campaign","name":"Smartlead Create Campaign","description":"Creates a Smartlead campaign. The campaign starts in DRAFTED status; add sequences, email accounts, and a schedule before starting it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign name"},"clientId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Client to own the campaign (agency accounts)"}}},"smartlead_create_lead_list":{"id":"smartlead_create_lead_list","name":"Smartlead Create Lead List","description":"Creates a lead list on the Smartlead account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"listName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new lead list"}}},"smartlead_delete_campaign":{"id":"smartlead_delete_campaign","name":"Smartlead Delete Campaign","description":"Permanently deletes a Smartlead campaign along with its sequences, leads, and webhooks. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_delete_campaign_webhook":{"id":"smartlead_delete_campaign_webhook","name":"Smartlead Delete Campaign Webhook","description":"Deletes a webhook from a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"webhookId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the webhook to delete, from List Campaign Webhooks"}}},"smartlead_delete_lead_from_campaign":{"id":"smartlead_delete_lead_from_campaign","name":"Smartlead Delete Lead from Campaign","description":"Removes a lead from a Smartlead campaign. The lead record itself remains on the account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_delete_lead_list":{"id":"smartlead_delete_lead_list","name":"Smartlead Delete Lead List","description":"Deletes a Smartlead lead list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadListId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Lead list ID to delete"}}},"smartlead_duplicate_campaign":{"id":"smartlead_duplicate_campaign","name":"Smartlead Duplicate Campaign","description":"Copies a Smartlead campaign, including its sequences and settings. The copy is named \\"<original> - copy\\" and starts in DRAFTED status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_export_campaign_leads":{"id":"smartlead_export_campaign_leads","name":"Smartlead Export Campaign Leads","description":"Exports every lead in a Smartlead campaign as CSV, including engagement counts and the sequence step last sent to each lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign":{"id":"smartlead_get_campaign","name":"Smartlead Get Campaign","description":"Retrieves a single Smartlead campaign by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_analytics":{"id":"smartlead_get_campaign_analytics","name":"Smartlead Get Campaign Analytics","description":"Retrieves lifetime performance totals for a Smartlead campaign — sends, opens, clicks, replies, bounces, and lead counts by state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_analytics_by_date":{"id":"smartlead_get_campaign_analytics_by_date","name":"Smartlead Get Campaign Analytics By Date","description":"Retrieves Smartlead campaign performance totals for a date range. Smartlead rejects ranges longer than roughly one month.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range start date in YYYY-MM-DD format"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range end date in YYYY-MM-DD format"}}},"smartlead_get_campaign_lead_statistics":{"id":"smartlead_get_campaign_lead_statistics","name":"Smartlead Get Campaign Lead Statistics","description":"Retrieves per-lead engagement statistics for a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return (default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to skip (default 0)"}}},"smartlead_get_campaign_mailbox_statistics":{"id":"smartlead_get_campaign_mailbox_statistics","name":"Smartlead Get Campaign Mailbox Statistics","description":"Retrieves per-mailbox sending statistics for a Smartlead campaign, for spotting which sending accounts are underperforming.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_sequences":{"id":"smartlead_get_campaign_sequences","name":"Smartlead Get Campaign Sequences","description":"Retrieves the email sequence steps for a Smartlead campaign, including subjects, bodies, and per-step delays.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_statistics":{"id":"smartlead_get_campaign_statistics","name":"Smartlead Get Campaign Statistics","description":"Retrieves per-email statistics rows for a Smartlead campaign, filterable by sequence step, engagement status, and sent-time range.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return (default 100)"},"emailSequenceNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return rows for this sequence step"},"emailStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return rows with this engagement status: opened, clicked, replied, unsubscribed, bounced"},"sentTimeStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return rows sent on or after this date (YYYY-MM-DD)"},"sentTimeEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return rows sent on or before this date (YYYY-MM-DD)"}}},"smartlead_get_campaign_top_level_analytics_by_date":{"id":"smartlead_get_campaign_top_level_analytics_by_date","name":"Smartlead Get Campaign Top-Level Analytics By Date","description":"Retrieves top-level Smartlead campaign counts for a date range, including positive replies, skipped, failed, and stopped counts not present in the standard analytics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range start date in YYYY-MM-DD format"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range end date in YYYY-MM-DD format"}}},"smartlead_get_campaign_webhook_summary":{"id":"smartlead_get_campaign_webhook_summary","name":"Smartlead Get Campaign Webhook Summary","description":"Retrieves webhook delivery counts for a Smartlead campaign over a time window, for checking whether events are reaching their destination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"fromTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the window as an ISO 8601 timestamp"},"toTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the window as an ISO 8601 timestamp"}}},"smartlead_get_lead_by_email":{"id":"smartlead_get_lead_by_email","name":"Smartlead Get Lead by Email","description":"Looks up a Smartlead lead by email address and returns the lead record plus every campaign it belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address to look up"}}},"smartlead_get_lead_by_id":{"id":"smartlead_get_lead_by_id","name":"Smartlead Get Lead by ID","description":"Looks up a Smartlead lead by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_get_lead_list":{"id":"smartlead_get_lead_list","name":"Smartlead Get Lead List","description":"Retrieves a single Smartlead lead list by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadListId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Lead list ID"}}},"smartlead_get_lead_message_history":{"id":"smartlead_get_lead_message_history","name":"Smartlead Get Lead Message History","description":"Retrieves the sent-and-received message history for a lead in a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_list_campaign_email_accounts":{"id":"smartlead_list_campaign_email_accounts","name":"Smartlead List Campaign Email Accounts","description":"Retrieves the sending email accounts attached to a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_list_campaign_leads":{"id":"smartlead_list_campaign_leads","name":"Smartlead List Campaign Leads","description":"Retrieves the leads in a Smartlead campaign with their per-campaign status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Leads to return per page (default 100)"}}},"smartlead_list_campaign_webhooks":{"id":"smartlead_list_campaign_webhooks","name":"Smartlead List Campaign Webhooks","description":"Retrieves the webhooks registered on a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_list_campaigns":{"id":"smartlead_list_campaigns","name":"Smartlead List Campaigns","description":"Retrieves all Smartlead campaigns for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"clientId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return campaigns for this client (agency accounts)"},"includeTags":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include campaign tags in the response"}}},"smartlead_list_clients":{"id":"smartlead_list_clients","name":"Smartlead List Clients","description":"Retrieves the clients on a Smartlead agency account, including the client IDs used to scope campaigns and email accounts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"}}},"smartlead_list_email_accounts":{"id":"smartlead_list_email_accounts","name":"Smartlead List Email Accounts","description":"Retrieves the sending email accounts on the Smartlead account, including their IDs for attaching to a campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Accounts to return per page (default 100)"},"clientId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return accounts for this client (agency accounts)"}}},"smartlead_list_inbox_replies":{"id":"smartlead_list_inbox_replies","name":"Smartlead List Inbox Replies","description":"Retrieves replies from the Smartlead master inbox across all campaigns, optionally limited to unread replies. Smartlead exposes no campaign filter on this endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"unreadOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only unread replies"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Replies to return per page"}}},"smartlead_list_lead_activities":{"id":"smartlead_list_lead_activities","name":"Smartlead List Lead Activities","description":"Retrieves recent lead activity across all Smartlead campaigns — opens, clicks, replies, and status changes. Smartlead exposes no campaign filter on this endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page"}}},"smartlead_list_lead_categories":{"id":"smartlead_list_lead_categories","name":"Smartlead List Lead Categories","description":"Retrieves the lead categories configured on the Smartlead account, with the category IDs needed to categorize a lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"}}},"smartlead_list_lead_lists":{"id":"smartlead_list_lead_lists","name":"Smartlead List Lead Lists","description":"Retrieves the lead lists on the Smartlead account with their lead counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lists to return per page"}}},"smartlead_mark_lead_complete":{"id":"smartlead_mark_lead_complete","name":"Smartlead Mark Lead Complete","description":"Marks a lead as completed in a Smartlead campaign so it stops receiving further sequence steps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"campaignLeadMapId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The campaign_lead_map_id from List Campaign Leads — this endpoint takes the map ID, NOT lead.id"}}},"smartlead_pause_lead":{"id":"smartlead_pause_lead","name":"Smartlead Pause Lead","description":"Pauses a lead in a Smartlead campaign so it stops receiving sequence emails.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_remove_email_accounts_from_campaign":{"id":"smartlead_remove_email_accounts_from_campaign","name":"Smartlead Remove Email Accounts from Campaign","description":"Detaches sending email accounts from a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"emailAccountIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"IDs of the email accounts to detach","items":{"type":"number"}}}},"smartlead_resume_lead":{"id":"smartlead_resume_lead","name":"Smartlead Resume Lead","description":"Resumes a paused lead in a Smartlead campaign, optionally after a delay.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"},"resumeLeadWithDelayDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days to wait before the next email; 0 resumes immediately"}}},"smartlead_save_campaign_sequences":{"id":"smartlead_save_campaign_sequences","name":"Smartlead Save Campaign Sequences","description":"Replaces the email sequence for a Smartlead campaign. Send every step in one call — steps omitted from the request are removed. An empty subject makes a step reply in the previous thread.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"sequences":{"type":"array","required":true,"visibility":"user-or-llm","description":"Ordered sequence steps. Each entry accepts seq_number, delay_in_days, subject, and email_body (HTML). Personalize with {{first_name}} or {{company_name}}.","items":{"type":"object"}}}},"smartlead_unsubscribe_lead_from_campaign":{"id":"smartlead_unsubscribe_lead_from_campaign","name":"Smartlead Unsubscribe Lead from Campaign","description":"Unsubscribes a lead from a single Smartlead campaign, leaving it active in other campaigns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_unsubscribe_lead_globally":{"id":"smartlead_unsubscribe_lead_globally","name":"Smartlead Unsubscribe Lead Globally","description":"Unsubscribes a lead across every Smartlead campaign and adds it to the account-wide unsubscribe list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_update_campaign_schedule":{"id":"smartlead_update_campaign_schedule","name":"Smartlead Update Campaign Schedule","description":"Sets the sending window, timezone, and throughput limits for a Smartlead campaign. A campaign cannot be started until a schedule exists.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"IANA timezone for the sending window, e.g. America/Los_Angeles"},"daysOfTheWeek":{"type":"array","required":true,"visibility":"user-or-llm","description":"Sending days as ISO weekday numbers, where 1 is Monday and 7 is Sunday","items":{"type":"number"}},"startHour":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sending window start in 24-hour HH:MM format, e.g. 09:00"},"endHour":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sending window end in 24-hour HH:MM format, e.g. 17:00"},"minTimeBetweenEmails":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum minutes to wait between emails"},"maxNewLeadsPerDay":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum new leads to contact per day"},"scheduleStartTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to begin sending, omit to start immediately"}}},"smartlead_update_campaign_settings":{"id":"smartlead_update_campaign_settings","name":"Smartlead Update Campaign Settings","description":"Updates tracking, stop-on-activity, and sending settings for a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"trackSettings":{"type":"array","required":false,"visibility":"user-or-llm","description":"Tracking to disable. 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false)"},"fileSizeLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum file size in bytes (optional)"},"allowedMimeTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of allowed MIME types (e.g., [\\"image/png\\", \\"image/jpeg\\"])"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_create_signed_upload_url":{"id":"supabase_storage_create_signed_upload_url","name":"Supabase Storage Create Signed Upload URL","description":"Create a temporary signed URL a client can use to upload directly to a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage 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bucket"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to the file (e.g., \\"folder/file.jpg\\")"},"expiresIn":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of seconds until the URL expires (e.g., 3600 for 1 hour)"},"download":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, forces download instead of inline display (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_delete":{"id":"supabase_storage_delete","name":"Supabase Storage Delete","description":"Delete files from a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"paths":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of file paths to delete (e.g., [\\"folder/file1.jpg\\", \\"folder/file2.jpg\\"])"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_delete_bucket":{"id":"supabase_storage_delete_bucket","name":"Supabase Storage Delete Bucket","description":"Delete a storage bucket in Supabase","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to delete"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_download":{"id":"supabase_storage_download","name":"Supabase Storage Download","description":"Download a file from a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to the file to download (e.g., \\"folder/file.jpg\\")"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename override"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_empty_bucket":{"id":"supabase_storage_empty_bucket","name":"Supabase Storage Empty Bucket","description":"Delete all objects inside a Supabase storage bucket without deleting the bucket itself","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to empty"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_get_public_url":{"id":"supabase_storage_get_public_url","name":"Supabase Storage Get Public URL","description":"Get the public URL for a file in a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to the file (e.g., \\"folder/file.jpg\\")"},"download":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, forces download instead of inline display (default: false)"}}},"supabase_storage_list":{"id":"supabase_storage_list","name":"Supabase Storage List","description":"List files in a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"The folder path to list files from (default: root)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of files to return (default: 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of files to skip (for pagination)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column to sort by: name, created_at, updated_at, last_accessed_at (default: name)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: asc)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter files by name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_list_buckets":{"id":"supabase_storage_list_buckets","name":"Supabase Storage List Buckets","description":"List all storage buckets in Supabase","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_move":{"id":"supabase_storage_move","name":"Supabase Storage Move","description":"Move a file within a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The current path of the file (e.g., \\"folder/old.jpg\\")"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new path for the file (e.g., \\"newfolder/new.jpg\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_update_bucket":{"id":"supabase_storage_update_bucket","name":"Supabase Storage Update Bucket","description":"Update the configuration of an existing Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to update"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the bucket should be publicly accessible (leave unset to keep the current value)"},"fileSizeLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum file size in bytes (leave unset to keep the current value)"},"allowedMimeTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of allowed MIME types (e.g., [\\"image/png\\", \\"image/jpeg\\"]) — leave unset to keep the current value"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_upload":{"id":"supabase_storage_upload","name":"Supabase Storage Upload","description":"Upload a file to a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the file (e.g., \\"document.pdf\\", \\"image.jpg\\")"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional folder path (e.g., \\"folder/subfolder/\\")"},"fileData":{"type":"json","required":true,"visibility":"user-or-llm","description":"File to upload - UserFile object (basic mode) or string content (advanced mode: base64 or plain text). Supports data URLs."},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"MIME type of the file (e.g., \\"image/jpeg\\", \\"text/plain\\")"},"cacheControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cache-Control header value in seconds for the stored object (e.g., \\"3600\\"; default: \\"3600\\")"},"upsert":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, overwrites existing file (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_text_search":{"id":"supabase_text_search","name":"Supabase Text Search","description":"Perform full-text search on a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to search"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to search in (default: public). Use this to access tables in other schemas."},"column":{"type":"string","required":true,"visibility":"user-or-llm","description":"The column to search in"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: plain, phrase, or websearch (default: websearch)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for text search configuration (default: english)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip (for pagination)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_update":{"id":"supabase_update","name":"Supabase Update Row","description":"Update rows in a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to update"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to update in (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostgREST filter to identify rows to update (e.g., \\"id=eq.123\\")"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update in the matching rows"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_upsert":{"id":"supabase_upsert","name":"Supabase Upsert","description":"Insert or update data in a Supabase table (upsert operation)","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to upsert data into"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to upsert into (default: public). Use this to access tables in other schemas."},"data":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to upsert (insert or update) - array of objects or a single object"},"onConflict":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated column(s) with a unique or primary key constraint to resolve conflicts on (e.g., \\"email\\"). Defaults to the primary key."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_vector_search":{"id":"supabase_vector_search","name":"Supabase Vector Search","description":"Perform similarity search using pgvector in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the PostgreSQL function that performs vector search (e.g., match_documents)"},"queryEmbedding":{"type":"array","required":true,"visibility":"user-or-llm","description":"The query vector/embedding to search for similar items"},"matchThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum similarity threshold (0-1), typically 0.7-0.9"},"matchCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 10)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"table_batch_insert_rows":{"id":"table_batch_insert_rows","name":"Batch Insert Rows","description":"Insert multiple rows into a table at once (up to 1000 rows)","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rows":{"type":"array","required":true,"description":"Array of row data objects (max 1000 rows)","visibility":"user-or-llm"}}},"table_create":{"id":"table_create","name":"Create Table","description":"Create a new user-defined table with schema","version":"1.0.0","params":{"name":{"type":"string","required":true,"description":"Table name (alphanumeric, underscores, 1-50 chars)","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Optional table description","visibility":"user-or-llm"},"schema":{"type":"object","required":true,"description":"Table schema with column definitions","visibility":"user-or-llm"}}},"table_delete_row":{"id":"table_delete_row","name":"Delete Row","description":"Delete a row from a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to delete","visibility":"user-or-llm"}}},"table_delete_rows_by_filter":{"id":"table_delete_rows_by_filter","name":"Delete Rows by Filter","description":"Delete multiple rows that match filter criteria. Use with caution - supports optional limit for safety.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to delete (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_get_row":{"id":"table_get_row","name":"Get Row","description":"Get a single row by ID","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to retrieve","visibility":"user-or-llm"}}},"table_get_schema":{"id":"table_get_schema","name":"Get Schema","description":"Get the schema configuration of a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"}}},"table_insert_row":{"id":"table_insert_row","name":"Insert Row","description":"Insert a new row into a table. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data as JSON object","visibility":"user-or-llm"}}},"table_list":{"id":"table_list","name":"List Tables","description":"List all tables in the workspace","version":"1.0.0","params":{}},"table_query_rows":{"id":"table_query_rows","name":"Query Rows","description":"Query rows from a table with filtering, sorting, and pagination","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":false,"description":"Filter conditions (MongoDB-style operators: $eq, $ne, $gt, $gte, $lt, $lte, $in, $nin, $contains, $ncontains, $startsWith, $endsWith, $empty)","visibility":"user-or-llm"},"sort":{"type":"object","required":false,"description":"Sort order as {field: \\"asc\\"|\\"desc\\"}","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows to return (default: 100, max: 1000)","visibility":"user-or-llm"},"offset":{"type":"number","required":false,"description":"Number of rows to skip (default: 0)","visibility":"user-or-llm"}}},"table_query_rows_v2":{"id":"table_query_rows_v2","name":"Query Rows","description":"Query rows with a typed predicate filter and cursor pagination. A single filter can be a plain condition: `{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10}`. Use `all` (AND) or `any` (OR) groups for multiple or nested conditions. Operators: eq, ne, gt, gte, lt, lte, in, nin, like, ilike, nlike, nilike, contains, startsWith, endsWith, isNull, isNotNull, isEmpty, isNotEmpty. Order is a sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`. Omit limit to return the entire result — the query fails if it exceeds the 5MB budget (narrow with a filter or set a limit). With a limit, a page can end early at the byte budget: a non-null nextCursor means more rows exist — pass it back as cursor to continue; never infer completion from page size.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"json","required":false,"description":"Predicate condition, e.g. `{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10}`. Use `all` or `any` for multiple conditions; omit to match all rows.","visibility":"user-or-llm"},"order":{"type":"json","required":false,"description":"Sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows per page. Omit to return the entire matching result — fails if it exceeds the 5MB budget. With a limit, pages may byte-cut early and set nextCursor when more remain.","visibility":"user-or-llm"},"cursor":{"type":"string","required":false,"description":"Opaque pagination cursor returned by a prior query. Omit for the first page.","visibility":"user-or-llm"}}},"table_update_row":{"id":"table_update_row","name":"Update Row","description":"Update an existing row in a table. Supports partial updates - only include the fields you want to change. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the fields to update.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to update","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Updated row data","visibility":"user-or-llm"}}},"table_update_rows_by_filter":{"id":"table_update_rows_by_filter","name":"Update Rows by Filter","description":"Update multiple rows that match filter criteria. Data is merged with existing row data.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Fields to update (merged with existing data)","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to update (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_upsert_row":{"id":"table_upsert_row","name":"Upsert Row","description":"Insert or update a row based on unique column constraints. If a row with matching unique field exists, update it; otherwise insert a new row. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data to insert or update","visibility":"user-or-llm"},"conflictTarget":{"type":"string","required":false,"description":"Unique column to match on. Required only when the table has more than one unique column.","visibility":"user-only"}}},"tailscale_authorize_device":{"id":"tailscale_authorize_device","name":"Tailscale Authorize Device","description":"Authorize or deauthorize a device on the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to authorize"},"authorized":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to authorize (true) or deauthorize (false) the device"}}},"tailscale_create_auth_key":{"id":"tailscale_create_auth_key","name":"Tailscale Create Auth Key","description":"Create a new auth key for the tailnet to pre-authorize devices","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"reusable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the key can be used more than once","default":false},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices authenticated with this key are ephemeral","default":false},"preauthorized":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices are pre-authorized (skip manual approval)","default":true},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for devices using this key (e.g., \\"tag:server,tag:prod\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description for the auth key"},"expirySeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Key expiry time in seconds (default: 90 days)"}}},"tailscale_delete_auth_key":{"id":"tailscale_delete_auth_key","name":"Tailscale Delete Auth Key","description":"Revoke and delete an auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID to delete"}}},"tailscale_delete_device":{"id":"tailscale_delete_device","name":"Tailscale Delete Device","description":"Remove a device from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to delete"}}},"tailscale_delete_user":{"id":"tailscale_delete_user","name":"Tailscale Delete User","description":"Delete a user from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete"}}},"tailscale_expire_device_key":{"id":"tailscale_expire_device_key","name":"Tailscale Expire Device 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Max size: 50MB"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Document caption (optional)"}}},"telegram_send_location":{"id":"telegram_send_location","name":"Telegram Send Location","description":"Send a point on the map to a Telegram chat through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"latitude":{"type":"number","required":true,"visibility":"user-or-llm","description":"Latitude of the location"},"longitude":{"type":"number","required":true,"visibility":"user-or-llm","description":"Longitude of the location"}}},"telegram_send_photo":{"id":"telegram_send_photo","name":"Telegram Send Photo","description":"Send photos to Telegram channels or users through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"photo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Photo to send. Pass a file_id or HTTP URL"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Photo caption (optional)"}}},"telegram_send_poll":{"id":"telegram_send_poll","name":"Telegram Send Poll","description":"Send a native poll to a Telegram chat through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"question":{"type":"string","required":true,"visibility":"user-or-llm","description":"Poll question (1-300 characters)"},"options":{"type":"json","required":true,"visibility":"user-or-llm","description":"List of 2-10 answer options as text strings"},"isAnonymous":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the poll needs to be anonymous (defaults to true)"},"allowsMultipleAnswers":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the poll allows multiple answers"}}},"telegram_send_video":{"id":"telegram_send_video","name":"Telegram Send Video","description":"Send videos to Telegram channels or users through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"video":{"type":"string","required":true,"visibility":"user-or-llm","description":"Video to send. Pass a file_id or HTTP URL"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video caption (optional)"}}},"telegram_set_message_reaction":{"id":"telegram_set_message_reaction","name":"Telegram Set Message Reaction","description":"Set or remove an emoji reaction on a message in a Telegram chat through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"messageId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Identifier of the target message"},"reaction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Emoji to react with (leave empty to remove the reaction)"},"isBig":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Pass true to show the reaction with a big animation"}}},"telegram_unpin_message":{"id":"telegram_unpin_message","name":"Telegram Unpin Message","description":"Unpin a pinned message in a Telegram chat through the Telegram Bot API. Unpins the most recent pinned message when no message ID is given.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"messageId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Identifier of the message to unpin (omit to unpin the most recent one)"}}},"temporal_cancel_workflow":{"id":"temporal_cancel_workflow","name":"Temporal Cancel Workflow","description":"Request cooperative cancellation of a running Temporal workflow execution. The workflow decides how to respond to the request.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to cancel"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to cancel (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the cancellation, recorded in the workflow history"}}},"temporal_count_workflows":{"id":"temporal_count_workflows","name":"Temporal Count Workflows","description":"Count workflow executions in a Temporal namespace matching a visibility query, with optional GROUP BY aggregation.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility count filter, e.g. ExecutionStatus = \\"Running\\" or ... GROUP BY ExecutionStatus (empty counts all executions)"}}},"temporal_create_schedule":{"id":"temporal_create_schedule","name":"Temporal Create Schedule","description":"Create a Temporal schedule that starts a workflow on a cron or interval cadence.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID for the new schedule (e.g., nightly-report)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID for started workflows (the schedule appends the run time to keep IDs unique)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name the schedule starts (e.g., ReportWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., reports)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"cronExpressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron expressions defining when the schedule fires, comma- or newline-separated for multiple (e.g., \\"0 12 * * *\\"). At least one of cronExpressions or intervalSeconds is required"},"intervalSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Fixed interval between actions in seconds. At least one of cronExpressions or intervalSeconds is required"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone for cron evaluation (e.g., America/New_York; defaults to UTC)"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when an action would overlap a still-running one (defaults to skip): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable notes stored on the schedule"},"paused":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the schedule in a paused state (defaults to active)"}}},"temporal_delete_schedule":{"id":"temporal_delete_schedule","name":"Temporal Delete Schedule","description":"Delete a Temporal schedule. Workflows already started by the schedule keep running.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete"}}},"temporal_describe_schedule":{"id":"temporal_describe_schedule","name":"Temporal Describe Schedule","description":"Get the configuration and current state of a Temporal schedule, including its spec, recent actions, and upcoming run times.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to describe"}}},"temporal_describe_task_queue":{"id":"temporal_describe_task_queue","name":"Temporal Describe Task Queue","description":"List the workers currently polling a Temporal task queue, to check whether a workflow or activity has live workers.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the task queue to describe (e.g., orders)"},"taskQueueType":{"type":"string","required":false,"visibility":"user-only","description":"Type of pollers to list: TASK_QUEUE_TYPE_WORKFLOW (default) or TASK_QUEUE_TYPE_ACTIVITY"}}},"temporal_describe_workflow":{"id":"temporal_describe_workflow","name":"Temporal Describe Workflow","description":"Get the current state of a Temporal workflow execution, including status, timing, memo, search attributes, and pending activities.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to describe"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to describe (defaults to the latest run)"}}},"temporal_get_workflow_history":{"id":"temporal_get_workflow_history","name":"Temporal Get Workflow History","description":"Fetch the event history of a Temporal workflow execution, optionally filtered to just the close event.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run (defaults to the latest run)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history events to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"},"historyEventFilterType":{"type":"string","required":false,"visibility":"user-only","description":"Event filter: HISTORY_EVENT_FILTER_TYPE_ALL_EVENT (default) or HISTORY_EVENT_FILTER_TYPE_CLOSE_EVENT to return only the final close event"}}},"temporal_list_schedules":{"id":"temporal_list_schedules","name":"Temporal List Schedules","description":"List schedules in a Temporal namespace.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility filter over schedules, e.g. TemporalSchedulePaused = false (empty lists all schedules)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of schedules to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_list_workflows":{"id":"temporal_list_workflows","name":"Temporal List Workflows","description":"List workflow executions in a Temporal namespace, optionally filtered with a visibility query.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility list filter, e.g. WorkflowType = \\"OrderWorkflow\\" AND ExecutionStatus = \\"Running\\" (empty lists all executions)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of executions to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_pause_schedule":{"id":"temporal_pause_schedule","name":"Temporal Pause Schedule","description":"Pause a Temporal schedule so it stops taking actions until unpaused.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to pause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_query_workflow":{"id":"temporal_query_workflow","name":"Temporal Query Workflow","description":"Run a synchronous query against the state of a Temporal workflow execution and return the result.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to query"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to query (defaults to the latest run)"},"queryType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the query handler to invoke (e.g., getStatus)"},"queryArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_reset_workflow":{"id":"temporal_reset_workflow","name":"Temporal Reset Workflow","description":"Reset a Temporal workflow execution to a past workflow task, terminating the current run and replaying from the reset point in a new run.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to reset"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to reset (defaults to the latest run)"},"workflowTaskFinishEventId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event ID of the workflow task finish event to reset to — a WORKFLOW_TASK_COMPLETED, WORKFLOW_TASK_TIMED_OUT, WORKFLOW_TASK_FAILED, or WORKFLOW_TASK_STARTED event (find it with Get Workflow History)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the reset, recorded in the workflow history"}}},"temporal_signal_with_start":{"id":"temporal_signal_with_start","name":"Temporal Signal With Start","description":"Atomically signal a Temporal workflow, starting it first if it is not already running, so the signal is never lost.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID to signal, or to start and signal (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to start if the workflow is not running"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow start input as JSON, used only when a new execution is started. A top-level array is passed as the argument list; any other value is passed as a single argument"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running (defaults to using the existing run): WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_signal_workflow":{"id":"temporal_signal_workflow","name":"Temporal Signal Workflow","description":"Send a signal to a running Temporal workflow execution.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to signal"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to signal (defaults to the latest run)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_start_workflow":{"id":"temporal_start_workflow","name":"Temporal Start Workflow","description":"Start a new workflow execution on a Temporal cluster.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique workflow ID for the new execution (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to run (e.g., OrderWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running: WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_terminate_workflow":{"id":"temporal_terminate_workflow","name":"Temporal Terminate Workflow","description":"Forcefully terminate a Temporal workflow execution immediately, without giving the workflow a chance to react.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to terminate"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to terminate (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the termination, recorded in the workflow history"}}},"temporal_trigger_schedule":{"id":"temporal_trigger_schedule","name":"Temporal Trigger Schedule","description":"Trigger an immediate action of a Temporal schedule, outside its normal spec.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to trigger"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Overlap policy for the triggered action (defaults to the schedule\'s policy): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"}}},"temporal_unpause_schedule":{"id":"temporal_unpause_schedule","name":"Temporal Unpause Schedule","description":"Unpause a Temporal schedule so it resumes taking actions.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to unpause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_update_workflow":{"id":"temporal_update_workflow","name":"Temporal Update Workflow","description":"Invoke an update handler on a running Temporal workflow and wait for its result. Unlike a signal, an update is validated by the workflow and returns a response.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to update"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to update (defaults to the latest run)"},"updateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the update handler to invoke (e.g., addItem)"},"updateArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"textract_analyze_expense":{"id":"textract_analyze_expense","name":"AWS Textract Analyze Expense","description":"Extract structured invoice and receipt fields using AWS Textract AnalyzeExpense","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Invoice or receipt to be processed (JPEG, PNG, or single-page PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to an invoice or receipt to be processed, if not uploaded directly."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."}}},"textract_analyze_id":{"id":"textract_analyze_id","name":"AWS Textract Analyze ID","description":"Extract identity document fields using AWS Textract AnalyzeID","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Front of the identity document (JPEG, PNG, or PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to the front of the identity document, if not uploaded directly."},"fileBack":{"type":"file","required":false,"visibility":"hidden","description":"Back of the identity document, if applicable (JPEG, PNG, or PDF)."},"filePathBack":{"type":"string","required":false,"visibility":"hidden","description":"URL to the back of the identity document, if not uploaded directly."}}},"textract_parser":{"id":"textract_parser","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed (JPEG, PNG, or single-page PDF)."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"textract_parser_v2":{"id":"textract_parser_v2","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"thinking_tool":{"id":"thinking_tool","name":"Thinking Tool","description":"Processes a provided thought/instruction, making it available for subsequent steps.","version":"1.0.0","params":{"thought":{"type":"string","required":true,"visibility":"llm-only","description":"Your internal reasoning, analysis, or thought process. Use this to think through the problem step by step before responding."}}},"thrive_add_audience_managers":{"id":"thrive_add_audience_managers","name":"Thrive Add Audience Managers","description":"Add managers to a Thrive audience with their permissions.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects (1-100). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_add_audience_members":{"id":"thrive_add_audience_members","name":"Thrive Add Audience Members","description":"Add members to a Thrive audience by email, ref, or id.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids to add (1-100). Example: [\\"user@example.com\\"]"}}},"thrive_add_user_tags":{"id":"thrive_add_user_tags","name":"Thrive Add User Tags","description":"Add one or more tags to a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to add (1-100). Example: [\\"leadership\\"]"}}},"thrive_create_assignment":{"id":"thrive_create_assignment","name":"Thrive Create Assignment","description":"Create a compliance assignment in Thrive for an audience and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the primary content"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"},"hideAlternativeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the alternative content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment (default 30)"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"}}},"thrive_create_audience":{"id":"thrive_create_audience","name":"Thrive Create Audience","description":"Create a new audience or structure in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id or reference of the parent audience/structure; leave blank for a parent audience/structure"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"The audience category: \'audience\' or \'structure\'"}}},"thrive_create_completion":{"id":"thrive_create_completion","name":"Thrive Create Completion","description":"Record a learning completion in Thrive for a user and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the content completed"},"completedAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO8601 timestamp when the completion occurred"}}},"thrive_create_user":{"id":"thrive_create_user","name":"Thrive Create User","description":"Create a new user in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual"},"firstName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user (required unless loginMethod is \'ref\')"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\' (defaults to \'email\')"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\' (defaults to \'learner\')"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone (tenant default if omitted)"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_delete_assignment":{"id":"thrive_delete_assignment","name":"Thrive Delete Assignment","description":"Delete a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"}}},"thrive_delete_audience":{"id":"thrive_delete_audience","name":"Thrive Delete Audience","description":"Delete an audience in Thrive (only if it has no child audiences).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_delete_user":{"id":"thrive_delete_user","name":"Thrive Delete User","description":"Permanently delete (obfuscate) a user in Thrive by ref while retaining training history.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to delete"}}},"thrive_get_activity":{"id":"thrive_get_activity","name":"Thrive Get Activity","description":"Get a single activity record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the activity"}}},"thrive_get_assignment":{"id":"thrive_get_assignment","name":"Thrive Get Assignment","description":"Get a single compliance assignment in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"}}},"thrive_get_audience":{"id":"thrive_get_audience","name":"Thrive Get Audience","description":"Get a single audience or structure in Thrive by id or reference.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_get_completion":{"id":"thrive_get_completion","name":"Thrive Get Completion","description":"Get a single learning completion record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The completion ID"}}},"thrive_get_content":{"id":"thrive_get_content","name":"Thrive Get Content","description":"Get a single content record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the content item"}}},"thrive_get_cpd_category":{"id":"thrive_get_cpd_category","name":"Thrive Get CPD Category","description":"Get a single CPD category in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD category ID"}}},"thrive_get_cpd_entry":{"id":"thrive_get_cpd_entry","name":"Thrive Get CPD Entry","description":"Get a single CPD log entry in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"logEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD log entry ID"}}},"thrive_get_cpd_requirement":{"id":"thrive_get_cpd_requirement","name":"Thrive Get CPD Requirement","description":"Get a single CPD requirement summary in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceRequirementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD requirement ID"}}},"thrive_get_enrolment":{"id":"thrive_get_enrolment","name":"Thrive Get Enrolment","description":"Get a single enrolment for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"enrolmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The enrolment ID"}}},"thrive_get_skill_levels":{"id":"thrive_get_skill_levels","name":"Thrive Get Skill Levels","description":"Get the available skill levels configured in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"}}},"thrive_get_tag":{"id":"thrive_get_tag","name":"Thrive Get Tag","description":"Get a single tag in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tag ID"}}},"thrive_get_user_by_id":{"id":"thrive_get_user_by_id","name":"Thrive Get User by ID","description":"Get a single user in Thrive by their ID and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"}}},"thrive_get_user_by_ref":{"id":"thrive_get_user_by_ref","name":"Thrive Get User by Ref","description":"Get a single user in Thrive by their ref and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref"}}},"thrive_list_assignments":{"id":"thrive_list_assignments","name":"Thrive List Assignments","description":"List compliance assignments in Thrive, optionally filtered by audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth 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username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_list_audience_members":{"id":"thrive_list_audience_members","name":"Thrive List Audience Members","description":"List the members of a Thrive audience with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_audiences":{"id":"thrive_list_audiences","name":"Thrive List Audiences","description":"List audiences and structures in Thrive with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"apiControlled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to only return audiences which are / are not API controlled"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only audiences updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_completions":{"id":"thrive_list_completions","name":"Thrive List Completions","description":"List learning completion records in Thrive, optionally filtered by user or content.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content"},"isRPL":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by completions imported via Recognition of Prior Learning (RPL)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user"},"completedDateRangeStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate >= this date/date-time)"},"completedDateRangeEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate <= this date/date-time)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 1000)"}}},"thrive_list_enrolments":{"id":"thrive_list_enrolments","name":"Thrive List Enrolments","description":"List enrolments for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"updatedAtFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date to filter enrolments from (ISO 8601)"},"updatedAtTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date to filter enrolments up to (ISO 8601). Requires updatedAtFrom."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by enrolment status: archived, complete, open, overdue, scheduled, or unassigned"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_tags":{"id":"thrive_list_tags","name":"Thrive List Tags","description":"List tags in Thrive and return tag information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only tags updated on or after this date/time (ISO 8601)"}}},"thrive_query_activities":{"id":"thrive_query_activities","name":"Thrive Query Activities","description":"Query activity records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"actions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"omitActions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"contentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated content IDs"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content type"},"timestampFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"},"timestampTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"}}},"thrive_query_content":{"id":"thrive_query_content","name":"Thrive Query Content","description":"Query content records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"types":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"omitTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_categories":{"id":"thrive_query_cpd_categories","name":"Thrive Query CPD Categories","description":"Query CPD categories in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_entries":{"id":"thrive_query_cpd_entries","name":"Thrive Query CPD Entries","description":"Query CPD log entries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"entryDateFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DD hh:mm:ss)"},"entryDateTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DD hh:mm:ss)"}}},"thrive_query_cpd_requirements":{"id":"thrive_query_cpd_requirements","name":"Thrive Query CPD Requirements","description":"Query CPD requirement summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_user_summaries":{"id":"thrive_query_cpd_user_summaries","name":"Thrive Query CPD User Summaries","description":"Query CPD user log summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"entryDateFrom":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DDThh:mm:ss)"},"entryDateTo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DDThh:mm:ss)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter by"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_remove_audience_manager":{"id":"thrive_remove_audience_manager","name":"Thrive Remove Audience Manager","description":"Remove a single manager from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove as a manager"}}},"thrive_remove_audience_member":{"id":"thrive_remove_audience_member","name":"Thrive Remove Audience Member","description":"Remove a single member from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove"}}},"thrive_remove_user_tags":{"id":"thrive_remove_user_tags","name":"Thrive Remove User Tags","description":"Remove one or more tags from a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to remove (1-100). Example: [\\"leadership\\"]"}}},"thrive_replace_audience_managers":{"id":"thrive_replace_audience_managers","name":"Thrive Replace Audience Managers","description":"Replace a Thrive audience\'s entire manager list with the given managers (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects that replaces the whole manager list (1-100, no empty array). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_replace_audience_members":{"id":"thrive_replace_audience_members","name":"Thrive Replace Audience Members","description":"Replace a Thrive audience\'s entire members list with the given users (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids that replaces the whole members list (1-100, no empty array). Example: [\\"user@example.com\\"]"}}},"thrive_search_users":{"id":"thrive_search_users","name":"Thrive Search Users","description":"Search users in Thrive and return basic user information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated on or after this date/time (ISO 8601)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to include: active, inactive, expired, new"},"omitStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to exclude: active, inactive, expired, new"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a single status: active, inactive, expired, or new"}}},"thrive_suspend_user":{"id":"thrive_suspend_user","name":"Thrive Suspend User","description":"Suspend a user in Thrive by ref, marking the account inactive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to suspend"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"The date this individual left your organisation (ISO 8601)"}}},"thrive_update_assignment":{"id":"thrive_update_assignment","name":"Thrive Update Assignment","description":"Update a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content ID for the primary content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"}}},"thrive_update_audience":{"id":"thrive_update_audience","name":"Thrive Update Audience","description":"Update an audience in Thrive, optionally moving it to a new parent.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of the parent audience/structure to move the audience to"}}},"thrive_update_user":{"id":"thrive_update_user","name":"Thrive Update User","description":"Update an existing user in Thrive by ref. Only the fields provided are changed.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\'"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\'"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_update_user_skills":{"id":"thrive_update_user_skills","name":"Thrive Update User Skills","description":"Update skills and levels for a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"skills":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of skill objects (1-100). Each: {\\"tagName\\":\\"leadership\\",\\"level\\":1,\\"targetLevel\\":3}. level/targetLevel optional (min -1)."}}},"tiktok_get_post_status":{"id":"tiktok_get_post_status","name":"TikTok Get Post Status","description":"Check the status of a video draft upload. Use the publishId returned from Upload Video Draft to track progress.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"publishId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publish ID returned from a post/upload tool."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tiktok_get_user":{"id":"tiktok_get_user","name":"TikTok Get User","description":"Get the authenticated TikTok user profile information including display name, avatar, bio, follower count, and video statistics.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","default":"open_id,union_id,avatar_url,avatar_large_url,display_name,bio_description,profile_deep_link,is_verified,username,follower_count,following_count,likes_count,video_count","description":"Comma-separated allowlisted fields to return. open_id and display_name are always included. Available: open_id, union_id, avatar_url, avatar_large_url, display_name, bio_description, profile_deep_link, is_verified, username, follower_count, following_count, likes_count, video_count. Include avatar_url or avatar_large_url to receive avatarFile."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["user.info.basic","user.info.profile","user.info.stats"]}},"tiktok_list_videos":{"id":"tiktok_list_videos","name":"TikTok List Videos","description":"Get a list of the authenticated user\'s TikTok videos with cover images, titles, and metadata. Supports pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","default":10,"description":"Maximum number of videos to return (1-20)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (from previous response)"}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_query_videos":{"id":"tiktok_query_videos","name":"TikTok Query Videos","description":"Query specific TikTok videos by their IDs to get fresh metadata including cover images, embed links, and video details.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"videoIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of video IDs to query (maximum 20)","items":{"type":"string","description":"TikTok video ID"}}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_upload_video_draft":{"id":"tiktok_upload_video_draft","name":"TikTok Upload Video Draft","description":"Send an uploaded video to the authenticated user\'s TikTok inbox for manual editing and posting. The user must open TikTok and tap the inbox notification to complete the post. Rate limit: 6 requests per minute per user.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"file":{"type":"file","required":true,"visibility":"user-only","description":"Video file to upload from the workflow. Maximum size: 250 MB."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tinybird_append_datasource":{"id":"tinybird_append_datasource","name":"Tinybird Append Data Source","description":"Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parquet).","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the existing Data Source to append to. Example: \\"events_raw\\""},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Publicly accessible URL of the file to append. Example: \\"https://example.com/data.csv\\""},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the source file: \\"csv\\" (default), \\"ndjson\\", or \\"parquet\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}}},"tinybird_delete_datasource_rows":{"id":"tinybird_delete_datasource_rows","name":"Tinybird Delete Data Source Rows","description":"Delete rows from a Tinybird Data Source matching a SQL condition.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to delete rows from. Example: \\"events_raw\\""},"delete_condition":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE-clause condition selecting the rows to delete. Example: \\"country = \'ES\'\\" or \\"event_date < \'2024-01-01\'\\""},"dry_run":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, returns how many rows would be deleted without deleting them. Defaults to false."},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}}},"tinybird_events":{"id":"tinybird_events","name":"Tinybird Events","description":"Send events to a Tinybird Data Source using the Events API. Supports JSON and NDJSON formats with optional gzip compression.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co or https://api.us-east.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Tinybird Data Source to send events to. Example: \\"events_raw\\", \\"user_analytics\\""},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Data to send as NDJSON (newline-delimited JSON) or JSON string. Each event should be a valid JSON object. Example NDJSON: {\\"user_id\\": 1, \\"event\\": \\"click\\"}\\\\n{\\"user_id\\": 2, \\"event\\": \\"view\\"}"},"wait":{"type":"boolean","required":false,"visibility":"user-only","description":"Wait for database acknowledgment before responding. Enables safer retries but introduces latency. Defaults to false."},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the events data: \\"ndjson\\" (default) or \\"json\\""},"compression":{"type":"string","required":false,"visibility":"user-only","description":"Compression format: \\"none\\" (default) or \\"gzip\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}}},"tinybird_get_job":{"id":"tinybird_get_job","name":"Tinybird Get Job","description":"Check the status of an asynchronous Tinybird job (import, delete, etc.) by ID.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"job_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the job to check, as returned by an append or delete operation"},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with ADMIN scope, or the token that started the job"}}},"tinybird_query":{"id":"tinybird_query","name":"Tinybird Query","description":"Execute SQL queries against Tinybird Pipes and Data Sources using the Query API.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL query to execute. Specify your desired output format (e.g., FORMAT JSON, FORMAT CSV, FORMAT TSV). JSON format provides structured data, while other formats return raw text. Example: \\"SELECT * FROM my_datasource LIMIT 100 FORMAT JSON\\""},"pipeline":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional pipe name. When provided, enables SELECT * FROM _ syntax. Example: \\"my_pipe\\", \\"analytics_pipe\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with PIPES:READ scope"}}},"tinybird_query_pipe":{"id":"tinybird_query_pipe","name":"Tinybird Query Pipe","description":"Call a published Tinybird Pipe API Endpoint by name, passing dynamic parameters and receiving structured JSON results.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"pipe":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the published Pipe API Endpoint to call. Example: \\"top_pages\\""},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Dynamic Pipe parameters as a JSON object, sent as query-string arguments. Example: {\\"start_date\\": \\"2024-01-01\\", \\"limit\\": 10}"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SQL to run on top of the Pipe result. Use \\"_\\" to reference the Pipe. Example: \\"SELECT count() FROM _\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with PIPES:READ scope"}}},"tinybird_truncate_datasource":{"id":"tinybird_truncate_datasource","name":"Tinybird Truncate Data Source","description":"Delete all rows from a Tinybird Data Source.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to truncate. Example: \\"events_raw\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}}},"trello_add_checklist":{"id":"trello_add_checklist","name":"Trello Add Checklist","description":"Add a checklist to a Trello card","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello card ID to add the checklist to (24-character hex string)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the checklist"},"pos":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position of the checklist (top, bottom, or positive float)"}},"oauth":{"required":true,"provider":"trello"}},"trello_add_checklist_item":{"id":"trello_add_checklist_item","name":"Trello Add Checklist Item","description":"Add an item to a Trello checklist","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"checklistId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello checklist ID to add the item to (24-character hex string)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the checklist item"},"pos":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position of the item (top, bottom, or positive float)"},"checked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the item should start checked off"}},"oauth":{"required":true,"provider":"trello"}},"trello_add_comment":{"id":"trello_add_comment","name":"Trello Add Comment","description":"Add a comment to a Trello card","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello card ID (24-character hex string)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text"}},"oauth":{"required":true,"provider":"trello"}},"trello_add_label":{"id":"trello_add_label","name":"Trello Add Label","description":"Attach an existing label to a Trello card","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello card ID to attach the label to (24-character hex string)"},"labelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the label to attach (24-character hex string)"}},"oauth":{"required":true,"provider":"trello"}},"trello_add_member":{"id":"trello_add_member","name":"Trello Add Member","description":"Assign a member to a Trello card","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello card ID to assign the member to (24-character hex string)"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the member to assign (24-character hex string)"}},"oauth":{"required":true,"provider":"trello"}},"trello_create_board":{"id":"trello_create_board","name":"Trello Create Board","description":"Create a new Trello board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the board"},"desc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the board"},"idOrganization":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID or name of the workspace/organization the board belongs to"},"defaultLists":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to create the default lists (To Do, Doing, Done) on the new board"}},"oauth":{"required":true,"provider":"trello"}},"trello_create_card":{"id":"trello_create_card","name":"Trello Create Card","description":"Create a new card in a Trello list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello list ID (24-character hex string)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name/title of the card"},"desc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the card"},"pos":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position of the card (top, bottom, or positive float)"},"due":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date (ISO 8601 format)"},"dueComplete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the due date should be marked complete"},"labelIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Label IDs to attach to the card","items":{"type":"string","description":"A Trello label ID"}},"memberIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Member IDs to assign to the card","items":{"type":"string","description":"A Trello member ID"}}},"oauth":{"required":true,"provider":"trello"}},"trello_create_list":{"id":"trello_create_list","name":"Trello Create List","description":"Create a new list on a Trello board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"boardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello board ID the list belongs to (24-character hex string)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"pos":{"type":"string","required":false,"visibility":"user-or-llm","description":"Position of the list (top, bottom, or positive float)"}},"oauth":{"required":true,"provider":"trello"}},"trello_delete_card":{"id":"trello_delete_card","name":"Trello Delete Card","description":"Permanently delete a Trello card","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello card ID to permanently delete (24-character hex string)"}},"oauth":{"required":true,"provider":"trello"}},"trello_get_actions":{"id":"trello_get_actions","name":"Trello Get Actions","description":"Get activity/actions from a board or card","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"boardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trello board ID (24-character hex string). Either boardId or cardId required"},"cardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trello card ID (24-character hex string). Either boardId or cardId required"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter actions by type (e.g., \\"commentCard,updateCard,createCard\\" or \\"all\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of board actions to return"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for action results"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return actions after this date (ISO 8601 timestamp) or action ID, for paging through long histories"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return actions before this date (ISO 8601 timestamp) or action ID, for paging through long histories"}},"oauth":{"required":true,"provider":"trello"}},"trello_get_board":{"id":"trello_get_board","name":"Trello Get Board","description":"Retrieve a single Trello board by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"boardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello board ID (24-character hex string)"}},"oauth":{"required":true,"provider":"trello"}},"trello_get_card":{"id":"trello_get_card","name":"Trello Get Card","description":"Retrieve a single Trello card by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"cardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello card ID (24-character hex string)"}},"oauth":{"required":true,"provider":"trello"}},"trello_list_cards":{"id":"trello_list_cards","name":"Trello List Cards","description":"List cards from a Trello board or list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"boardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trello board ID to list open cards from. Provide either boardId or listId"},"listId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trello list ID to list cards from. Provide either boardId or listId"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which cards to return: open, closed, or all (defaults to open)"}},"oauth":{"required":true,"provider":"trello"}},"trello_list_lists":{"id":"trello_list_lists","name":"Trello Get Lists","description":"List all lists on a Trello board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Trello OAuth access token"},"boardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trello board ID (24-character hex string)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which lists to return: open, closed, or all (defaults to open)"}},"oauth":{"required":true,"provider":"trello"}},"trello_list_members":{"id":"trello_list_members","name":"Trello List Members","description":"List members of a Trello 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Must be used with \\"from\\""},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" (default) for structured rows or \\"csv\\" for a CSV string"}}},"trigger_dev_get_batch":{"id":"trigger_dev_get_batch","name":"Trigger.dev Get Batch","description":"Retrieve a Trigger.dev batch by its ID, including its status, run IDs, and success and failure counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve (starts with batch_)"}}},"trigger_dev_get_batch_results":{"id":"trigger_dev_get_batch_results","name":"Trigger.dev Get Batch Results","description":"Retrieve the execution results of every run in a Trigger.dev batch, including outputs and error details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve results for (starts with batch_)"}}},"trigger_dev_get_deployment":{"id":"trigger_dev_get_deployment","name":"Trigger.dev Get Deployment","description":"Retrieve a Trigger.dev deployment by its ID, including its status, version, and registered tasks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the deployment to retrieve"}}},"trigger_dev_get_env_var":{"id":"trigger_dev_get_env_var","name":"Trigger.dev Get Env Var","description":"Retrieve an environment variable from a Trigger.dev project environment. 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Example: [{\\"name\\": \\"SLACK_API_KEY\\", \\"value\\": \\"slack_123\\"}]"},"override":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to override existing variables: \\"true\\" or \\"false\\" (default false)"}}},"trigger_dev_list_deployments":{"id":"trigger_dev_list_deployments","name":"Trigger.dev List Deployments","description":"List Trigger.dev deployments in the environment of the API key, with optional status and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deployment status to filter by: PENDING, BUILDING, DEPLOYING, DEPLOYED, FAILED, CANCELED, or TIMED_OUT"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of deployments per page (5 to 100, default 20)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to start the page after, from the previous response pagination"}}},"trigger_dev_list_env_vars":{"id":"trigger_dev_list_env_vars","name":"Trigger.dev List Env Vars","description":"List the environment variables of a Trigger.dev project environment. 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tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of queues per page"}}},"trigger_dev_list_runs":{"id":"trigger_dev_list_runs","name":"Trigger.dev List Runs","description":"List Trigger.dev runs in the environment of the API key, with optional filters for status, task, version, tags, schedule, and creation time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by: PENDING_VERSION, DELAYED, QUEUED, EXECUTING, REATTEMPTING, FROZEN, COMPLETED, CANCELED, FAILED, CRASHED, INTERRUPTED, SYSTEM_FAILURE"},"taskIdentifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task identifiers to filter by"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated worker versions to filter by (e.g., \\"20240101.1\\")"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"schedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule ID to filter by (starts with sched_)"},"isTest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by test runs: \\"true\\" for only test runs, \\"false\\" to exclude them"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of runs per page (max 100, default 25)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page before, for backward pagination"}}},"trigger_dev_list_schedules":{"id":"trigger_dev_list_schedules","name":"Trigger.dev List Schedules","description":"List Trigger.dev schedules in the project, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with 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Example: {\\"stage\\": \\"approved\\"}"}}},"trigger_dev_update_schedule":{"id":"trigger_dev_update_schedule","name":"Trigger.dev Update Schedule","description":"Update an imperative Trigger.dev schedule by its ID, replacing its task, cron expression, timezone, and external ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to update (starts with sched_)"},"task":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task the schedule triggers (e.g., \\"daily-report\\")"},"cron":{"type":"string","required":true,"visibility":"user-or-llm","description":"Cron expression defining when the task runs (e.g., \\"0 0 * * *\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone the cron expression is evaluated in (e.g., \\"America/New_York\\"). 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sampleRate)"},"speed":{"type":"number","required":false,"visibility":"user-or-llm","description":"Speech speed multiplier (e.g., 0.5 for slower, 1.0 for normal, 2.0 for faster)"},"emotion":{"type":"array","required":false,"visibility":"user-only","description":"Emotion tags for Sonic-3 (e.g., [\'positivity:high\'])"}}},"tts_deepgram":{"id":"tts_deepgram","name":"Deepgram TTS","description":"Convert text to speech using Deepgram Aura","version":"1.0.0","params":{"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to convert to speech (e.g., \\"Hello, welcome to our service!\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Deepgram API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deepgram model/voice identifier (e.g., \\"aura-asteria-en\\", \\"aura-luna-en\\", \\"aura-2-luna-en\\")"},"voice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deepgram voice identifier, alternative to model param (e.g., \\"aura-asteria-en\\", \\"aura-orion-en\\")"},"encoding":{"type":"string","required":false,"visibility":"user-only","description":"Audio encoding (linear16, mp3, opus, aac, flac)"},"sampleRate":{"type":"number","required":false,"visibility":"user-only","description":"Sample rate (8000, 16000, 24000, 48000)"},"bitRate":{"type":"number","required":false,"visibility":"user-only","description":"Bit rate for compressed formats"},"container":{"type":"string","required":false,"visibility":"user-only","description":"Container format (none, wav, ogg)"}}},"tts_elevenlabs":{"id":"tts_elevenlabs","name":"ElevenLabs TTS","description":"Convert text to speech using ElevenLabs voices","version":"1.0.0","params":{"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to convert to speech (e.g., \\"Hello, welcome to our service!\\")"},"voiceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ElevenLabs voice identifier (e.g., \\"21m00Tcm4TlvDq8ikWAM\\", \\"AZnzlk1XvdvUeBnXmlld\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"ElevenLabs API key"},"modelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ElevenLabs model identifier (e.g., \\"eleven_turbo_v2_5\\", \\"eleven_flash_v2_5\\", \\"eleven_multilingual_v2\\")"},"stability":{"type":"number","required":false,"visibility":"user-only","description":"Voice stability (0.0 to 1.0, default: 0.5)"},"similarityBoost":{"type":"number","required":false,"visibility":"user-only","description":"Similarity boost (0.0 to 1.0, default: 0.8)"},"style":{"type":"number","required":false,"visibility":"user-only","description":"Style exaggeration (0.0 to 1.0)"},"useSpeakerBoost":{"type":"boolean","required":false,"visibility":"user-only","description":"Use speaker boost (default: true)"}}},"tts_google":{"id":"tts_google","name":"Google Cloud TTS","description":"Convert text to speech using Google Cloud Text-to-Speech","version":"1.0.0","params":{"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to convert to speech (e.g., \\"Hello, welcome to our service!\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Cloud API key"},"voiceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Cloud voice identifier (e.g., \\"en-US-Neural2-A\\", \\"en-US-Wavenet-D\\", \\"en-GB-Neural2-B\\")"},"languageCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"BCP-47 language code for speech synthesis (e.g., \\"en-US\\", \\"es-ES\\", \\"fr-FR\\", \\"de-DE\\")"},"gender":{"type":"string","required":false,"visibility":"user-only","description":"Voice gender (MALE, FEMALE, NEUTRAL)"},"audioEncoding":{"type":"string","required":false,"visibility":"user-only","description":"Audio encoding (LINEAR16, MP3, OGG_OPUS, MULAW, ALAW)"},"speakingRate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Speaking rate multiplier from 0.25 to 2.0 (e.g., 0.5 for slower, 1.0 for normal, 1.5 for faster)"},"pitch":{"type":"number","required":false,"visibility":"user-only","description":"Voice pitch (-20.0 to 20.0, default: 0.0)"},"volumeGainDb":{"type":"number","required":false,"visibility":"user-only","description":"Volume gain in dB (-96.0 to 16.0)"},"sampleRateHertz":{"type":"number","required":false,"visibility":"user-only","description":"Sample rate in Hz"},"effectsProfileId":{"type":"array","required":false,"visibility":"user-only","description":"Effects profile (e.g., [\'headphone-class-device\'])"}}},"tts_openai":{"id":"tts_openai","name":"OpenAI TTS","description":"Convert text to speech using OpenAI TTS models","version":"1.0.0","params":{"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to convert to speech (e.g., \\"Hello, welcome to our service!\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"OpenAI API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"OpenAI TTS model identifier (e.g., \\"tts-1\\", \\"tts-1-hd\\", \\"gpt-4o-mini-tts\\")"},"voice":{"type":"string","required":false,"visibility":"user-or-llm","description":"OpenAI voice identifier (e.g., \\"alloy\\", \\"ash\\", \\"ballad\\", \\"coral\\", \\"echo\\", \\"sage\\", \\"shimmer\\")"},"responseFormat":{"type":"string","required":false,"visibility":"user-only","description":"Audio format (mp3, opus, aac, flac, wav, 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\\"s3://voice-cloning-zero-shot/...\\")"},"quality":{"type":"string","required":false,"visibility":"user-only","description":"Quality level (draft, standard, premium)"},"outputFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format (mp3, wav, ogg, flac, mulaw)"},"speed":{"type":"number","required":false,"visibility":"user-or-llm","description":"Speech speed multiplier from 0.5 to 2.0 (e.g., 0.5 for slower, 1.0 for normal, 1.5 for faster)"},"temperature":{"type":"number","required":false,"visibility":"user-only","description":"Creativity/randomness (0.0 to 2.0)"},"voiceGuidance":{"type":"number","required":false,"visibility":"user-only","description":"Voice stability (1.0 to 6.0)"},"textGuidance":{"type":"number","required":false,"visibility":"user-only","description":"Text adherence (1.0 to 6.0)"},"sampleRate":{"type":"number","required":false,"visibility":"user-only","description":"Sample rate (8000, 16000, 22050, 24000, 44100, 48000)"}}},"twilio_send_sms":{"id":"twilio_send_sms","name":"Twilio Send SMS","description":"Send text messages to single or multiple recipients using the Twilio API.","version":"1.0.0","params":{"phoneNumbers":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone numbers to send the message to in E.164 format (e.g., +15551234567), separated by newlines"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message to send"},"accountSid":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Account SID"},"authToken":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Auth Token"},"fromNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Twilio phone number to send the message from in E.164 format (e.g., +15551234567)"}}},"twilio_voice_get_recording":{"id":"twilio_voice_get_recording","name":"Twilio Voice Get Recording","description":"Retrieve call recording information and transcription (if enabled via TwiML).","version":"1.0.0","params":{"recordingSid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recording SID to retrieve (e.g., RExxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx)"},"accountSid":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Account SID"},"authToken":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Auth Token"}}},"twilio_voice_list_calls":{"id":"twilio_voice_list_calls","name":"Twilio Voice List Calls","description":"Retrieve a list of calls made to and from an account.","version":"1.0.0","params":{"accountSid":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Account SID"},"authToken":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Auth Token"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by calls to this phone number in E.164 format (e.g., +14155551234)"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by calls from this phone number in E.164 format (e.g., +14155559876)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by call status (e.g., queued, ringing, in-progress, completed, busy, failed, no-answer, canceled)"},"startTimeAfter":{"type":"string","required":false,"visibility":"user-only","description":"Filter calls that started on or after this date (YYYY-MM-DD)"},"startTimeBefore":{"type":"string","required":false,"visibility":"user-only","description":"Filter calls that started on or before this date (YYYY-MM-DD)"},"pageSize":{"type":"number","required":false,"visibility":"user-only","description":"Number of records to return (max 1000, default 50)"}}},"twilio_voice_make_call":{"id":"twilio_voice_make_call","name":"Twilio Voice Make Call","description":"Make an outbound phone call using Twilio Voice 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Use square brackets instead of angle brackets (e.g., [Response][Say]Hello[/Say][/Response])"},"statusCallback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL for call status updates"},"statusCallbackMethod":{"type":"string","required":false,"visibility":"user-only","description":"HTTP method for status callback (GET or POST)"},"accountSid":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Account SID"},"authToken":{"type":"string","required":true,"visibility":"user-only","description":"Twilio Auth Token"},"record":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to record the call"},"recordingStatusCallback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL for recording status updates"},"timeout":{"type":"number","required":false,"visibility":"user-only","description":"Time to wait for answer before giving up (seconds, default: 60)"},"machineDetection":{"type":"string","required":false,"visibility":"user-only","description":"Answering machine detection: Enable or DetectMessageEnd"}}},"typeform_create_form":{"id":"typeform_create_form","name":"Typeform Create Form","description":"Create a new form with fields and settings","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Typeform Personal Access Token"},"title":{"type":"string","required":true,"visibility":"user-only","description":"Form title"},"type":{"type":"string","required":false,"visibility":"user-only","description":"Form type (default: \\"form\\"). 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30)"},"checkTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Check timeout in seconds, 0-60 (HTTP, Keyword and Port monitors only)"},"port":{"type":"number","required":false,"visibility":"user-or-llm","description":"Port to check, 1-65535 (required for Port and UDP monitors)"},"keywordType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword match type for Keyword monitors: ALERT_EXISTS or ALERT_NOT_EXISTS"},"keywordValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword to look for (Keyword monitors only)"},"keywordCaseType":{"type":"number","required":false,"visibility":"user-or-llm","description":"Keyword case sensitivity: 0 (case-sensitive) or 1 (case-insensitive)"},"httpMethodType":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: HEAD, GET, POST, PUT, PATCH, DELETE, or OPTIONS (defaults to HEAD)"},"authType":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP authentication: NONE, HTTP_BASIC, DIGEST, or BEARER"},"httpUsername":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for HTTP authentication"},"httpPassword":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP authentication"},"gracePeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"Grace period in seconds, 0-86400 (Heartbeat monitors only)"},"successHttpResponseCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated success HTTP response codes (e.g. \\"2xx,3xx\\")"},"checkSSLErrors":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to check for SSL and domain expiration errors"},"followRedirections":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to follow redirects"},"sslExpirationReminder":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send SSL certificate expiration reminders"},"domainExpirationReminder":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send domain expiration reminders"},"responseTimeThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Response time threshold in milliseconds, 0-60000"},"tagNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag names to assign to the monitor"},"assignedAlertContacts":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of alert-contact assignments, e.g. [{\\"alertContactId\\":123,\\"threshold\\":0,\\"recurrence\\":0}]"},"customHttpHeaders":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom HTTP headers to send with the request"},"groupId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor group ID to assign the monitor to (0 for no group)"}}},"uptimerobot_create_psp":{"id":"uptimerobot_create_psp","name":"UptimeRobot Create Status Page","description":"Create a public status page in UptimeRobot, optionally with a logo and icon image","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"UptimeRobot API key"},"friendlyName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the public status page"},"monitorIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated monitor IDs to display on the page"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status of the page: ENABLED (published) or PAUSED (unpublished)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Optional password protection for the page"},"customDomain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain for the page (e.g. status.your-domain.com)"},"hideUrlLinks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the \\"Powered by UptimeRobot\\" footer link"},"noIndex":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to prevent search engines from indexing the page"},"logo":{"type":"file","required":false,"visibility":"user-or-llm","description":"Logo image (JPG/JPEG/PNG, max 150 KB)"},"icon":{"type":"file","required":false,"visibility":"user-or-llm","description":"Icon image (JPG/JPEG/PNG, max 150 KB)"}}},"uptimerobot_delete_alert_contact":{"id":"uptimerobot_delete_alert_contact","name":"UptimeRobot Delete Alert Contact","description":"Permanently delete an UptimeRobot alert contact by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"UptimeRobot API key"},"alertContactId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the alert contact to delete"}}},"uptimerobot_delete_maintenance_window":{"id":"uptimerobot_delete_maintenance_window","name":"UptimeRobot Delete Maintenance Window","description":"Permanently delete an UptimeRobot maintenance window by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"UptimeRobot API key"},"maintenanceWindowId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the maintenance window to delete"}}},"uptimerobot_delete_monitor":{"id":"uptimerobot_delete_monitor","name":"UptimeRobot Delete Monitor","description":"Permanently delete an UptimeRobot monitor by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"UptimeRobot API key"},"monitorId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the monitor to delete"}}},"uptimerobot_delete_psp":{"id":"uptimerobot_delete_psp","name":"UptimeRobot Delete Status Page","description":"Permanently delete an UptimeRobot public status page by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"UptimeRobot API key"},"pspId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the status page to delete"}}},"uptimerobot_get_account":{"id":"uptimerobot_get_account","name":"UptimeRobot Get Account","description":"Get details about the authenticated UptimeRobot account, including plan and limits","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"UptimeRobot API 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a person tracked in Vanta by ID, including employment, leave, and security task status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the person"}}},"vanta_get_policy":{"id":"vanta_get_policy","name":"Vanta Get Policy","description":"Get a Vanta security policy by ID, including its approval status and latest approved version documents","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client 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\\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_update_organization":{"id":"zendesk_update_organization","name":"Update Organization in Zendesk","description":"Update an existing organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID to update as a numeric string (e.g., \\"12345\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization name (e.g., \\"Acme 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Sent to the API as an array."},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country name"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province"},"metroRegion":{"type":"string","required":false,"visibility":"user-or-llm","description":"US/Canada metro region"},"revenueMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum annual revenue in thousands USD"},"revenueMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum annual revenue in thousands USD"},"employeeRangeMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum employee count"},"employeeRangeMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum employee count"},"excludeDefunctCompanies":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude inactive companies"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}}},"zoominfo_search_contacts":{"id":"zoominfo_search_contacts","name":"ZoomInfo Search Contacts","description":"Search ZoomInfo for contacts (people) by name, job title, company, and other filters. Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. 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+  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get 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failed)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by direction (inbound, outbound)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by call type (pstn, web)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by phone number (matches fromNumber or toNumber)"}}},"agentphone_list_contacts":{"id":"agentphone_list_contacts","name":"List Contacts","description":"List contacts for this AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by name or phone number (case-insensitive contains)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 50, max 200)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip (min 0)"}}},"agentphone_list_conversations":{"id":"agentphone_list_conversations","name":"List Conversations","description":"List conversations (message threads) for this AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 20, max 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip (min 0)"}}},"agentphone_list_numbers":{"id":"agentphone_list_numbers","name":"List Phone Numbers","description":"List all phone numbers provisioned for this AgentPhone account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 20, max 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip (min 0)"}}},"agentphone_react_to_message":{"id":"agentphone_react_to_message","name":"React to Message","description":"Send an iMessage tapback reaction to a message (iMessage only)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to react to"},"reaction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reaction type: love, like, dislike, laugh, emphasize, or question"}}},"agentphone_release_number":{"id":"agentphone_release_number","name":"Release Phone Number","description":"Release (delete) a phone number. This action is irreversible.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"numberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the phone number to release"}}},"agentphone_send_message":{"id":"agentphone_send_message","name":"Send Message","description":"Send an outbound SMS or iMessage from an AgentPhone agent","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Agent sending the message"},"toNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number in E.164 format (e.g. +14155551234)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text to send"},"mediaUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional URL of an image, video, or file to attach"},"numberId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number ID to send from. If omitted, the agent\'s first assigned number is used."}}},"agentphone_update_contact":{"id":"agentphone_update_contact","name":"Update Contact","description":"Update a contact\'s fields","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"New phone number in E.164 format"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New contact name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"New email address"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"New freeform notes"}}},"agentphone_update_conversation":{"id":"agentphone_update_conversation","name":"Update Conversation","description":"Update conversation metadata (stored state). Pass null to clear existing metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentPhone API key"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID"},"metadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom key-value metadata to store on the conversation. Pass null to clear existing metadata."}}},"agiloft_async_status":{"id":"agiloft_async_status","name":"Agiloft Async Status","description":"Check whether an asynchronous Agiloft call, such as a run action button, has completed.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table the asynchronous call was made against"},"callbackId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Callback ID returned by the asynchronous call, e.g. from Run Action Button"}}},"agiloft_attach_file":{"id":"agiloft_attach_file","name":"Agiloft Attach File","description":"Attach a file to a field in an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to attach the file to"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"File to attach"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name to assign to the file (defaults to original file name)"},"overwrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Replace the contents of the field instead of adding another file to it"}}},"agiloft_attachment_info":{"id":"agiloft_attachment_info","name":"Agiloft Attachment Info","description":"Get information about file attachments on a record field.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to check attachments on"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field to inspect"}}},"agiloft_create_record":{"id":"agiloft_create_record","name":"Agiloft Create Record","description":"Create a new record in an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record field values as a JSON object (e.g., {\\"first_name\\": \\"John\\", \\"status\\": \\"Active\\"})"}}},"agiloft_delete_record":{"id":"agiloft_delete_record","name":"Agiloft Delete Record","description":"Delete a record from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to delete"},"substituteIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated IDs of records that adopt the dependants of the deleted record. Read only when the delete rule is REPLACE_WITH_ANOTHER."},"deleteRule":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to treat records that depend on this one: ERROR_IF_DEPENDANTS (default — fails rather than cascading), APPLY_DELETE_WHERE_POSSIBLE, DELETE_WHERE_POSSIBLE_OTHERWISE_UNLINK, APPLY_UNLINK, UNLINK_WHERE_POSSIBLE_OTHERWISE_DELETE, or REPLACE_WITH_ANOTHER"}}},"agiloft_get_choice_line_id":{"id":"agiloft_get_choice_line_id","name":"Agiloft Get Choice Line ID","description":"Resolve the internal numeric ID of a choice-list value, for use in EWSelect WHERE clauses against choice fields.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"case\\", \\"contracts\\")"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Choice field name (e.g., \\"priority\\", \\"status\\")"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"Choice display value to resolve (e.g., \\"High\\", \\"Active\\")"}}},"agiloft_list_tables":{"id":"agiloft_list_tables","name":"Agiloft List Tables","description":"List the tables and fields in an Agiloft knowledge base, to discover the logical names other operations need.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logical name of a single table to describe (e.g., \\"contacts\\"). Leave empty to list every table in the knowledge base."},"includeLinkedInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include the source table and column behind each linked field"},"skipColumnsInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return table names only, omitting field details, for a much smaller response"}}},"agiloft_lock_record":{"id":"agiloft_lock_record","name":"Agiloft Lock Record","description":"Lock, unlock, or check the lock status of an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to lock, unlock, or check"},"lockAction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action to perform: \\"lock\\", \\"unlock\\", or \\"check\\""},"force":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unlock only: release a lock held by another user."}}},"agiloft_nlp_search":{"id":"agiloft_nlp_search","name":"Agiloft Natural Language Search","description":"Search Agiloft records by describing what you want in plain language, such as \\"active NDAs submitted last month\\".","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"nlpQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"The request in plain language, e.g. \\"Show me open, high-priority contracts\\". Structured field filters are not accepted — use Search Records for those."},"fields":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated field names to return, e.g. \\"id, contract_title1, company_name\\""},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number, starting from 0"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Records per page"}}},"agiloft_read_record":{"id":"agiloft_read_record","name":"Agiloft Read Record","description":"Read a record by ID from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to read"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the response"}}},"agiloft_remove_attachment":{"id":"agiloft_remove_attachment","name":"Agiloft Remove Attachment","description":"Remove an attached file from a field in an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file to remove (starting from 0)"}}},"agiloft_retrieve_attachment":{"id":"agiloft_retrieve_attachment","name":"Agiloft Retrieve Attachment","description":"Download an attached file from an Agiloft record field.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file in the field (starting from 0)"}}},"agiloft_run_action_button":{"id":"agiloft_run_action_button","name":"Agiloft Run Action Button","description":"Run an action button on an Agiloft record, such as an approval or send-for-signature step.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"case\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to run the action button on"},"actionButtonField":{"type":"string","required":true,"visibility":"user-or-llm","description":"Logical name of the field holding the action button (e.g., \\"ab_field\\")"}}},"agiloft_saved_search":{"id":"agiloft_saved_search","name":"Agiloft Saved Search","description":"List the saved searches defined for an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Logical table name to list saved searches for (e.g., \\"contract\\")"}}},"agiloft_search_records":{"id":"agiloft_search_records","name":"Agiloft Search Records","description":"Search for records in an Agiloft table using a query.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to search in (e.g., \\"contracts\\", \\"contacts.employees\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ad hoc EWSearch query. Combine conditions with && (and) or || (or) and quote every value — e.g. \\"summary~=\'test\'&&priority=\'High\'\\". Required unless a saved search is given."},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Label of a saved search defined on the table (e.g., \\"C: Status is Closed\\"). Can be combined with a query to narrow it further."},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the results"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for paginated results (starting from 0)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return per page. Agiloft treats 0 as \\"all records\\", so leave it unset or use a positive value to keep result sizes bounded."}}},"agiloft_select_records":{"id":"agiloft_select_records","name":"Agiloft Select Records","description":"Select record IDs matching a SQL WHERE clause from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE clause using database column names (e.g., \\"summary like \'%new%\'\\" or \\"assigned_person=\'John Doe\'\\"). EWSelect has no page size and returns every matching ID, so append a database limit such as \\"limit 0,200\\" to bound the result."}}},"agiloft_update_record":{"id":"agiloft_update_record","name":"Agiloft Update Record","description":"Update an existing record in an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to update"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated field values as a JSON object (e.g., {\\"status\\": \\"Active\\", \\"priority\\": \\"High\\"})"}}},"agiloft_upsert_record":{"id":"agiloft_upsert_record","name":"Agiloft Upsert Record","description":"Create an Agiloft record, or update it when a record already matches the given fields.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"match":{"type":"string","required":true,"visibility":"user-or-llm","description":"Field used to find an existing record (e.g., \\"ext_id\\"). Pick something that identifies a record uniquely — if more than one record matches, Agiloft writes nothing and returns a conflict."},"async":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Queue the write instead of waiting for it. Returns a callback ID instead of a record ID; pass that to Async Status to poll the result."},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Field values as a JSON object. On create these populate the new record; on update only the supplied fields change."}}},"ahrefs_anchors":{"id":"ahrefs_anchors","name":"Ahrefs Anchors","description":"Get the anchor text distribution for a target domain or URL\'s backlinks, showing how many links and referring domains use each anchor text.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks":{"id":"ahrefs_backlinks","name":"Ahrefs Backlinks","description":"Get a list of backlinks pointing to a target domain or URL. Returns details about each backlink including source URL, anchor text, and domain rating.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live backlinks), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks_stats":{"id":"ahrefs_backlinks_stats","name":"Ahrefs Backlinks Stats","description":"Get backlink and referring domain totals for a target domain or URL, both currently live and across all time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_batch_analysis":{"id":"ahrefs_batch_analysis","name":"Ahrefs Batch Analysis","description":"Get bulk SEO metrics (Domain Rating, backlinks, referring domains, organic traffic, and more) for multiple domains or URLs in a single request. Useful for comparing many competitors at once.","version":"1.0.0","params":{"targets":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of domains or URLs to analyze. Example: \\"example.com,competitor.com\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode applied to every target: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"protocol":{"type":"string","required":false,"visibility":"user-or-llm","description":"Protocol applied to every target: \\"both\\" (default), \\"http\\", or \\"https\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_broken_backlinks":{"id":"ahrefs_broken_backlinks","name":"Ahrefs Broken Backlinks","description":"Get a list of broken backlinks pointing to a target domain or URL. Useful for identifying link reclamation opportunities.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating":{"id":"ahrefs_domain_rating","name":"Ahrefs Domain Rating","description":"Get the Domain Rating (DR) and Ahrefs Rank for a target domain. Domain Rating shows the strength of a website\'s backlink profile on a scale from 0 to 100.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze (e.g., example.com)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date for historical data in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating_history":{"id":"ahrefs_domain_rating_history","name":"Ahrefs Domain Rating History","description":"Get the historical Domain Rating (DR) trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keyword_overview":{"id":"ahrefs_keyword_overview","name":"Ahrefs Keyword Overview","description":"Get detailed metrics for a keyword including search volume, keyword difficulty, CPC, clicks, and traffic potential.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The keyword to analyze"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keywords_history":{"id":"ahrefs_keywords_history","name":"Ahrefs Keywords History","description":"Get the historical organic keyword ranking distribution for a target domain or URL over a date range: how many keywords rank in each position bucket at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics":{"id":"ahrefs_metrics","name":"Ahrefs Metrics","description":"Get a one-call organic and paid search overview for a target domain or URL: organic traffic, organic keywords, paid traffic, paid keywords, and estimated traffic cost.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics_history":{"id":"ahrefs_metrics_history","name":"Ahrefs Metrics History","description":"Get the historical organic and paid traffic trend for a target domain or URL over a date range: organic traffic/cost and paid traffic/cost at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable 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prefix custom properties with \\"gp:\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of group-by values (default: 100, max: 1000)"},"segment":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON segment definition(s) applied to the query"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_get_active_users":{"id":"amplitude_get_active_users","name":"Amplitude Get Active Users","description":"Get active or new user counts over a date range from the Dashboard REST API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYYMMDD format"},"end":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYYMMDD format"},"metric":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metric type: \\"active\\" or \\"new\\" (default: active)"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval: 1 (daily), 7 (weekly), or 30 (monthly)"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property name to group by"},"segment":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON segment definition(s) applied to the query"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_get_revenue":{"id":"amplitude_get_revenue","name":"Amplitude Get Revenue","description":"Get revenue LTV data including ARPU, ARPPU, total revenue, and paying user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYYMMDD format"},"end":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYYMMDD format"},"metric":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metric: 0 (ARPU), 1 (ARPPU), 2 (Total Revenue), 3 (Paying Users)"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval: 1 (daily), 7 (weekly), or 30 (monthly)"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property name to group by (limit: one)"},"segment":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON segment definition(s) applied to the query"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_group_identify":{"id":"amplitude_group_identify","name":"Amplitude Group Identify","description":"Set group-level properties in Amplitude. 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Use operations like $set, $setOnce, $add, $append, $unset."},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_list_events":{"id":"amplitude_list_events","name":"Amplitude List Events","description":"List all event types in the Amplitude project with their weekly totals and unique counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_realtime_active_users":{"id":"amplitude_realtime_active_users","name":"Amplitude Real-time Active Users","description":"Get real-time active user counts at 5-minute granularity for the last 2 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_retention":{"id":"amplitude_retention","name":"Amplitude Retention","description":"Measure how many users return to perform an action after a starting action.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"startEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON starting event object, e.g. {\\"event_type\\":\\"_new\\"} or {\\"event_type\\":\\"_active\\"}"},"returnEvent":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON returning event object, e.g. {\\"event_type\\":\\"_all\\"} or {\\"event_type\\":\\"_active\\"}"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYYMMDD format"},"end":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYYMMDD format"},"retentionMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retention type: \\"bracket\\", \\"rolling\\", or \\"n-day\\" (default: n-day)"},"retentionBrackets":{"type":"string","required":false,"visibility":"user-or-llm","description":"Required when Retention Mode is \\"bracket\\". Day ranges, e.g. [[0,4]]"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval: 1 (daily), 7 (weekly), or 30 (monthly)"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to group by (limit: one; prefix custom properties with \\"gp:\\")"},"segment":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON segment definition(s) applied to the query"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_send_event":{"id":"amplitude_send_event","name":"Amplitude Send Event","description":"Track an event in Amplitude using the HTTP V2 API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID (required if no device_id)"},"deviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Device ID (required if no user_id)"},"eventType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the event (e.g., \\"page_view\\", \\"purchase\\")"},"eventProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom event properties"},"userProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of user properties to set (supports $set, $setOnce, $add, $append, $unset)"},"time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event timestamp in milliseconds since epoch"},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session start time in milliseconds since epoch"},"insertId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique ID for deduplication (within 7-day window)"},"appVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Application version string"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform (e.g., \\"Web\\", \\"iOS\\", \\"Android\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code (e.g., \\"en\\")"},"ip":{"type":"string","required":false,"visibility":"user-or-llm","description":"IP address for geo-location"},"price":{"type":"string","required":false,"visibility":"user-or-llm","description":"Price of the item purchased"},"quantity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quantity of items purchased"},"revenue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue amount"},"productId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Product identifier"},"revenueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Revenue type (e.g., \\"purchase\\", \\"refund\\")"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_user_activity":{"id":"amplitude_user_activity","name":"Amplitude User Activity","description":"Get the event stream for a specific user by their Amplitude ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"amplitudeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Amplitude internal user ID"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset for pagination (default 0)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default 1000, max 1000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: \\"latest\\" or \\"earliest\\" (default: latest)"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"amplitude_user_profile":{"id":"amplitude_user_profile","name":"Amplitude User Profile","description":"Get a user profile including properties, cohort memberships, and computed properties. Not available for EU data-residency projects.","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External user ID (required if no device_id)"},"deviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Device ID (required if no user_id)"},"getAmpProps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include Amplitude user properties (true/false, default: false)"},"getCohortIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include cohort IDs the user belongs to (true/false, default: false)"},"getComputations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include computed user properties (true/false, default: false)"}}},"amplitude_user_search":{"id":"amplitude_user_search","name":"Amplitude User Search","description":"Search for a user by User ID, Device ID, or Amplitude ID using the Dashboard REST API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID, Device ID, or Amplitude ID to search for"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"apify_get_dataset_items":{"id":"apify_get_dataset_items","name":"APIFY Get Dataset Items","description":"Retrieve items stored in an APIFY dataset","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset ID to read items from. Example: \\"9RnD3Pql2vGZkc5H5\\""},"itemLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max items to return (1-250000). Default: all items. Example: 500"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of items to skip at the start. Default: 0"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to include. Example: \\"title,url,price\\""}}},"apify_get_run":{"id":"apify_get_run","name":"APIFY Get Run","description":"Get the status and details of an APIFY actor run","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor run ID to fetch. Example: \\"HG7ML7M8z78YcAPEB\\""}}},"apify_run_actor_async":{"id":"apify_run_actor_async","name":"APIFY Run Actor (Async)","description":"Run an APIFY actor asynchronously with polling for long-running tasks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"waitForFinish":{"type":"number","required":false,"visibility":"user-or-llm","description":"Initial wait time in seconds (0-60) before polling starts. Example: 30"},"itemLimit":{"type":"number","required":false,"default":100,"visibility":"user-or-llm","description":"Max dataset items to fetch (1-250000). Default: 100. Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_actor_sync":{"id":"apify_run_actor_sync","name":"APIFY Run Actor (Sync)","description":"Run an APIFY actor synchronously and get results (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_task":{"id":"apify_run_task","name":"APIFY Run Task","description":"Run a saved APIFY actor task synchronously and get dataset items (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task ID or username/task-name. Examples: \\"janedoe/my-task\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string that overrides the task\'s saved input. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}]}"},"itemLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max dataset items to return (1-250000). Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the run (128-32768). Example: 1024 for 1GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the run. Example: 300 for 5 minutes"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\""}}},"apollo_account_bulk_create":{"id":"apollo_account_bulk_create","name":"Apollo Bulk Create Accounts","description":"Create up to 100 accounts at once in your Apollo database. Set run_dedupe=true to deduplicate by domain, organization_id, and name. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"accounts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of accounts to create (max 100). Each account should include a name, and may optionally include domain, phone, phone_status_cd, raw_address, owner_id, linkedin_url, facebook_url, twitter_url, salesforce_id, and hubspot_id."},"append_label_names":{"type":"array","required":false,"visibility":"user-only","description":"Array of label names to add to ALL accounts in this request"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, performs aggressive deduplication by domain, organization_id, and name (defaults to false)"}}},"apollo_account_bulk_update":{"id":"apollo_account_bulk_update","name":"Apollo Bulk Update Accounts","description":"Update up to 1000 existing accounts at once in your Apollo database (higher limit than contacts!). Each account must include an id field. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"account_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of account IDs to update with the same values (max 1000). Use with name/owner_id for uniform updates. Use either this OR account_attributes."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this name to all accounts"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this owner to all accounts"},"account_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this account stage to all accounts"},"account_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of account objects with individual updates (each must include id). Example: [{\\"id\\": \\"acc1\\", \\"name\\": \\"Acme\\", \\"owner_id\\": \\"u1\\", \\"account_stage_id\\": \\"s1\\", \\"typed_custom_fields\\": {\\"field_id\\": \\"value\\"}}]"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, processes the update asynchronously. 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Each contact may include first_name, last_name, email, title, organization_name, account_id, owner_id, contact_stage_id, linkedin_url, phone (single string) or phone_numbers (array of {raw_number, position}), contact_emails, typed_custom_fields, and CRM IDs (salesforce_contact_id, hubspot_id, team_id) for cross-system matching"},"append_label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Label names to add to all contacts in this request (e.g., [\\"Hot Lead\\"])"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable deduplication to prevent creating duplicate contacts. When true, existing contacts are returned without modification"}}},"apollo_contact_bulk_update":{"id":"apollo_contact_bulk_update","name":"Apollo Bulk Update Contacts","description":"Update up to 100 existing contacts at once in your Apollo database. Each contact must include an id field. 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return jobs opened before this ISO 8601 timestamp"},"closedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs closed after this ISO 8601 timestamp"},"closedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs closed before this ISO 8601 timestamp"}}},"ashby_list_locations":{"id":"ashby_list_locations","name":"Ashby List Locations","description":"Lists all locations configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque 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all candidate sources configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived sources in results (default false)"}}},"ashby_list_users":{"id":"ashby_list_users","name":"Ashby List Users","description":"Lists all users in Ashby with pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"includeDeactivated":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes deactivated 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Optionally retrieve only a line range with startLine/endLine.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID containing the log"},"logId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The log entry ID to fetch (from List Build Logs)"},"startLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"First line to return (1-based, inclusive)"},"endLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"Last line to return (1-based, inclusive)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_build_timeline":{"id":"azure_devops_get_build_timeline","name":"Azure DevOps Get Build Timeline","description":"Get the execution timeline for an Azure DevOps build — every stage, job, and task with its result and log ID. Use this to identify which steps failed before fetching their logs with Get Build Log.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the build whose timeline to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_comments":{"id":"azure_devops_get_comments","name":"Azure DevOps Get Comments","description":"List comments for an Azure DevOps work item.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item whose comments should be listed"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating comments"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether deleted comments should be returned"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional comment data to include: none, reactions, renderedText, renderedTextOnly, all"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: asc or desc"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_pipeline":{"id":"azure_devops_get_pipeline","name":"Azure DevOps Get Pipeline","description":"Get details for a specific pipeline in an Azure DevOps project, including configuration and repository info.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline to retrieve"},"pipelineVersion":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific revision of the pipeline to retrieve (defaults to latest)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_get_pipeline_run":{"id":"azure_devops_get_pipeline_run","name":"Azure DevOps Get Pipeline Run","description":"Get details for a specific pipeline run in an Azure DevOps project. 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Pass comma-separated IDs (e.g. \\"123,456,789\\"). Requests with more than 200 IDs are automatically split into chunks.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"ids":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated work item IDs to fetch (e.g. \\"123,456,789\\"). Lists longer than 200 IDs are chunked automatically."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_work_items_between_builds":{"id":"azure_devops_get_work_items_between_builds","name":"Azure DevOps Get Work Items Between Builds","description":"Get work item references associated with commits between two builds in Azure DevOps. Returns work item IDs and URLs — use Get Work Items Batch for full field details.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"fromBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The older build ID (start of range)"},"toBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The newer build ID (end of range)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_build_logs":{"id":"azure_devops_list_build_logs","name":"Azure DevOps List Build Logs","description":"List all log entries for a specific build in Azure DevOps. 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Returns pipeline ID, name, folder, revision, and URL.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort results by (e.g. \\"name\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pipelines to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating results"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_query_work_items":{"id":"azure_devops_query_work_items","name":"Azure DevOps Query Work Items","description":"Execute a WIQL query to search for work items in Azure DevOps and return full field details. Use TOP N in your query to limit results (Azure enforces a 200-item maximum per batch fetch).","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"wiqlQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"WIQL query string (e.g. \\"SELECT [System.Id] FROM workitems WHERE [System.State] = \'Doing\' ORDER BY [System.Id] ASC\\"). Use TOP N to limit results."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_update_work_item":{"id":"azure_devops_update_work_item","name":"Azure DevOps Update Work Item","description":"Update one or more fields on an existing work item in Azure DevOps. Provide only the fields you want to change.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the work item (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New HTML description for the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name to reassign the work item to (optional)"},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"New area path for the work item (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low) (optional)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for Basic-process work items: \\"To Do\\", \\"Doing\\", or \\"Done\\" (optional)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags to set on the work item (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"box_copy_file":{"id":"box_copy_file","name":"Box Copy File","description":"Copy a file to another folder in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to copy"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination folder"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional new name for the copied file"}},"oauth":{"required":true,"provider":"box"}},"box_create_folder":{"id":"box_create_folder","name":"Box Create Folder","description":"Create a new folder in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new folder"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the parent folder (use \\"0\\" for root)"}},"oauth":{"required":true,"provider":"box"}},"box_delete_file":{"id":"box_delete_file","name":"Box Delete File","description":"Delete a file from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to delete"}},"oauth":{"required":true,"provider":"box"}},"box_delete_folder":{"id":"box_delete_folder","name":"Box Delete Folder","description":"Delete a folder from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"folderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to delete"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete folder and all its contents recursively"}},"oauth":{"required":true,"provider":"box"}},"box_download_file":{"id":"box_download_file","name":"Box Download File","description":"Download a file from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to download"}},"oauth":{"required":true,"provider":"box"}},"box_get_file_info":{"id":"box_get_file_info","name":"Box Get File Info","description":"Get detailed information about a file in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to get information about"}},"oauth":{"required":true,"provider":"box"}},"box_list_folder_items":{"id":"box_list_folder_items","name":"Box List Folder Items","description":"List files and folders in a Box folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"folderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to list items from (use \\"0\\" for root)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return per page"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The offset for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: id, name, date, or size"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: ASC or DESC"}},"oauth":{"required":true,"provider":"box"}},"box_search":{"id":"box_search","name":"Box Search","description":"Search for files and folders in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query string"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The offset for pagination"},"ancestorFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict search to a specific folder and its subfolders"},"fileExtensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated file extensions to filter by (e.g., pdf,docx)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to a specific content type: file, folder, or web_link"}},"oauth":{"required":true,"provider":"box"}},"box_sign_cancel_request":{"id":"box_sign_cancel_request","name":"Box Sign Cancel Request","description":"Cancel a pending Box Sign request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to cancel"}},"oauth":{"required":true,"provider":"box"}},"box_sign_create_request":{"id":"box_sign_create_request","name":"Box Sign Create Request","description":"Create a new Box Sign request to send documents for e-signature","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"sourceFileIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated Box file IDs to send for signing"},"signerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Primary signer email address"},"signerRole":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary signer role: signer, approver, or final_copy_reader (default: signer)"},"additionalSigners":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of additional signers, e.g. [{\\"email\\":\\"user@example.com\\",\\"role\\":\\"signer\\"}]"},"parentFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Box folder ID where signed documents will be stored (default: user root)"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom subject line for the signing email"},"emailMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom message in the signing email body"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sign request"},"daysValid":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before the request expires (0-730)"},"areRemindersEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send automatic signing reminders"},"areTextSignaturesEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to allow typed (text) signatures"},"signatureColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signature color: blue, black, or red"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after signing"},"declinedRedirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after declining"},"isDocumentPreparationNeeded":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether document preparation is needed before sending"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system reference ID"}},"oauth":{"required":true,"provider":"box"}},"box_sign_get_request":{"id":"box_sign_get_request","name":"Box Sign Get Request","description":"Get the details and status of a Box Sign request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to retrieve"}},"oauth":{"required":true,"provider":"box"}},"box_sign_list_requests":{"id":"box_sign_list_requests","name":"Box Sign List Requests","description":"List all Box Sign requests","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign requests to return (max 1000)"},"marker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination marker from a previous response"}},"oauth":{"required":true,"provider":"box"}},"box_sign_resend_request":{"id":"box_sign_resend_request","name":"Box Sign Resend Request","description":"Resend a Box Sign request to signers who have not yet signed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to resend"}},"oauth":{"required":true,"provider":"box"}},"box_update_file":{"id":"box_update_file","name":"Box Update File","description":"Update file info in Box (rename, move, change description, add tags)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the file"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the file (max 256 characters)"},"parentFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Move the file to a different folder by specifying the folder ID"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to set on the file"}},"oauth":{"required":true,"provider":"box"}},"box_upload_file":{"id":"box_upload_file","name":"Box Upload File","description":"Upload a file to a Box folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to upload the file to (use \\"0\\" for root)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename override"}},"oauth":{"required":true,"provider":"box"}},"brandfetch_get_brand":{"id":"brandfetch_get_brand","name":"Brandfetch Get Brand","description":"Retrieve brand assets including logos, colors, fonts, and company info by domain, ticker, ISIN, or crypto symbol","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Brand identifier: domain (nike.com), stock ticker (NKE), ISIN (US6541061031), or crypto symbol (BTC)"}}},"brandfetch_search":{"id":"brandfetch_search","name":"Brandfetch Search","description":"Search for brands by name and find their domains and logos","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company or brand name to search for"}}},"brex_archive_budget":{"id":"brex_archive_budget","name":"Brex Archive Budget","description":"Archive a Brex budget, making any spend limits beneath it unusable for future expenses and removing it from the UI","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the budget to archive"}}},"brex_create_budget":{"id":"brex_create_budget","name":"Brex Create Budget","description":"Create a new budget in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the budget"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of what the budget is used for"},"parentBudgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the parent budget"},"periodRecurrenceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Period type of the budget (WEEKLY, MONTHLY, QUARTERLY, YEARLY, ONE_TIME)"},"amount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Budget amount, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code (defaults to USD)"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the budget owners"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should stop counting (YYYY-MM-DD)"}}},"brex_create_spend_limit":{"id":"brex_create_spend_limit","name":"Brex Create Spend Limit","description":"Create a new spend limit (hard-authorization card program) in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the spend limit"},"periodRecurrenceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Period type of the spend limit (PER_WEEK, PER_MONTH, PER_QUARTER, PER_YEAR, ONE_TIME)"},"spendType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the spend limit can only be spent from cards it provisions (BUDGET_PROVISIONED_CARDS_ONLY, NON_BUDGET_PROVISIONED_CARDS_ALLOWED)"},"expenseVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether expenses on this spend limit are viewable by all members (SHARED, PRIVATE)"},"authorizationVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the limit amount is visible to all members, or just controllers/bookkeepers/owners (PUBLIC, PRIVATE)"},"limitIncreaseSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether members can request limit increases (ENABLED, DISABLED)"},"autoTransferCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto transfer works for virtual cards on this spend limit (DISABLED, ENABLED)"},"autoCreateLimitCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto limit card creation works for members (DISABLED, ALL_MEMBERS)"},"expensePolicyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the expense policy corresponding to this spend limit"},"baseLimitAmount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Base spend limit amount, without increases/rollovers, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code for the base limit (defaults to USD)"},"authorizationType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether authorizations decline based on available balance (HARD, SOFT)"},"rolloverRefreshRate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurrence at which rolled-over unused funds stop rolling over (OFF, NEVER, PER_MONTH, PER_QUARTER, PER_YEAR)"},"limitBufferPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Flexible buffer on the limit as a 0-100 percentage"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of what the spend limit is used for"},"parentBudgetId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the parent budget"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should expire (YYYY-MM-DD)"},"transactionLimitAmount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Per-transaction limit this spend limit enforces, in the smallest unit of the currency"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit owners"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit members"}}},"brex_create_transfer":{"id":"brex_create_transfer","name":"Brex Create 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USD)"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the transfer for internal use (not exposed externally)"},"externalMemo":{"type":"string","required":true,"visibility":"user-or-llm","description":"External memo shown to the recipient (max 90 characters for ACH/Wire, 40 for Cheque)"},"approvalType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to MANUAL to require cash admin approval before the transfer is sent"},"isPproEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable Principal Protection (PPRO) to have Brex cover intermediary/receiving bank fees (international wires only)"}}},"brex_create_vendor":{"id":"brex_create_vendor","name":"Brex Create Vendor","description":"Create a new vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"companyName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the vendor (must be unique)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number for the vendor"}}},"brex_get_budget":{"id":"brex_get_budget","name":"Brex Get Budget","description":"Get a Brex budget by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the budget to fetch"}}},"brex_get_cash_account":{"id":"brex_get_cash_account","name":"Brex Get Cash Account","description":"Get a Brex cash account by ID, or the primary cash account when no ID is provided","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the cash account (defaults to the primary cash account)"}}},"brex_get_company":{"id":"brex_get_company","name":"Brex Get Company","description":"Get the Brex company associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_get_current_user":{"id":"brex_get_current_user","name":"Brex Get Current User","description":"Get the Brex user associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_get_expense":{"id":"brex_get_expense","name":"Brex Get Expense","description":"Get a single Brex expense by its ID, including merchant, user, and receipt details","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the expense to fetch"}}},"brex_get_spend_limit":{"id":"brex_get_spend_limit","name":"Brex Get Spend Limit","description":"Get a Brex spend limit by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"spendLimitId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the spend limit to fetch"}}},"brex_get_transfer":{"id":"brex_get_transfer","name":"Brex Get Transfer","description":"Get a Brex money transfer by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"transferId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the transfer to fetch"}}},"brex_get_user":{"id":"brex_get_user","name":"Brex Get User","description":"Get a Brex user by their ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to fetch"}}},"brex_get_vendor":{"id":"brex_get_vendor","name":"Brex Get Vendor","description":"Get a Brex vendor by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to fetch"}}},"brex_list_budgets":{"id":"brex_list_budgets","name":"Brex List Budgets","description":"List budgets in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of budgets to return (default 100, max 1000)"}}},"brex_list_card_accounts":{"id":"brex_list_card_accounts","name":"Brex List Card Accounts","description":"List all Brex card accounts with balances and limits","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_list_card_statements":{"id":"brex_list_card_statements","name":"Brex List Card Statements","description":"List finalized statements for the primary Brex card account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of statements to return (default 100, max 1000)"}}},"brex_list_card_transactions":{"id":"brex_list_card_transactions","name":"Brex List Card Transactions","description":"List settled card transactions for all Brex card accounts","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter transactions by cardholder"},"postedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include transactions posted at or after this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transactions to return (default 100, max 1000)"}}},"brex_list_cards":{"id":"brex_list_cards","name":"Brex List Cards","description":"List cards in the Brex account, optionally filtered by card owner","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter cards by the ID of the card owner"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of cards to return (default 100, max 1000)"}}},"brex_list_cash_accounts":{"id":"brex_list_cash_accounts","name":"Brex List Cash Accounts","description":"List all Brex cash accounts with balances and account details","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of accounts to return (default 100, max 1000)"}}},"brex_list_cash_statements":{"id":"brex_list_cash_statements","name":"Brex List Cash Statements","description":"List finalized statements for a Brex cash account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the cash account to list statements for"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of statements to return (default 100, max 1000)"}}},"brex_list_cash_transactions":{"id":"brex_list_cash_transactions","name":"Brex List Cash Transactions","description":"List transactions for a Brex cash account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the cash account to list transactions for"},"postedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include transactions posted at or after this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transactions to return (default 100, max 1000)"}}},"brex_list_departments":{"id":"brex_list_departments","name":"Brex List Departments","description":"List departments in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter departments by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of departments to return (default 100, max 1000)"}}},"brex_list_expenses":{"id":"brex_list_expenses","name":"Brex List Expenses","description":"List expenses in the Brex account with optional filters for user, status, payment status, and purchase date range","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter expenses by owner"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated expense statuses to filter by: DRAFT, SUBMITTED, APPROVED, OUT_OF_POLICY, VOID, CANCELED, SPLIT, SETTLED"},"paymentStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated payment statuses to filter by: NOT_STARTED, PROCESSING, CANCELED, DECLINED, CLEARED, REFUNDING, REFUNDED, CASH_ADVANCE, CREDITED, AWAITING_PAYMENT, SCHEDULED"},"purchasedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include expenses purchased at or after this ISO 8601 timestamp"},"purchasedAtEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include expenses purchased at or before this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of expenses to return (max 100)"}}},"brex_list_locations":{"id":"brex_list_locations","name":"Brex List Locations","description":"List locations in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter locations by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of locations to return (default 100, max 1000)"}}},"brex_list_spend_limits":{"id":"brex_list_spend_limits","name":"Brex List Spend Limits","description":"List spend limits in the Brex account, optionally filtered by member user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter spend limits by member"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of spend limits to return (default 100, max 1000)"}}},"brex_list_titles":{"id":"brex_list_titles","name":"Brex List Titles","description":"List job titles in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter titles by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of titles to return (default 100, max 1000)"}}},"brex_list_transfers":{"id":"brex_list_transfers","name":"Brex List Transfers","description":"List money transfers in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transfers to return (default 100, max 1000)"}}},"brex_list_users":{"id":"brex_list_users","name":"Brex List Users","description":"List users in the Brex account, optionally filtered by email","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by exact email address"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of users to return (default 100, max 1000)"}}},"brex_list_vendors":{"id":"brex_list_vendors","name":"Brex List Vendors","description":"List vendors in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter vendors by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of vendors to return (default 100, max 1000)"}}},"brex_match_receipt":{"id":"brex_match_receipt","name":"Brex Match Receipt","description":"Upload a receipt file and let Brex automatically match it with existing expenses","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"Receipt file to upload (max 50 MB)"},"receiptName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Receipt file name including extension (defaults to the uploaded file name)"}}},"brex_update_expense":{"id":"brex_update_expense","name":"Brex Update Expense","description":"Update the memo of a Brex card expense","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the card expense to update"},"memo":{"type":"string","required":true,"visibility":"user-or-llm","description":"New memo for the expense"}}},"brex_update_vendor":{"id":"brex_update_vendor","name":"Brex Update Vendor","description":"Update an existing vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to update"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the vendor"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"New email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New phone number for the vendor"}}},"brex_upload_receipt":{"id":"brex_upload_receipt","name":"Brex Upload Receipt","description":"Upload a receipt file and attach it to a specific Brex card expense","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the card expense to attach the receipt to"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"Receipt file to upload (max 50 MB)"},"receiptName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Receipt file name including extension (defaults to the uploaded file name)"}}},"brightdata_cancel_snapshot":{"id":"brightdata_cancel_snapshot","name":"Bright Data Cancel Snapshot","description":"Cancel an active Bright Data scraping job using its snapshot ID. Terminates data collection in progress.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID of the collection to cancel (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_discover":{"id":"brightdata_discover","name":"Bright Data Discover","description":"AI-powered web discovery that finds and ranks results by intent. Returns up to 20 results with optional cleaned page content for RAG and verification.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"competitor pricing changes enterprise plan\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-20). Defaults to 10"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search depth and ranking mode: \\"standard\\" (balanced), \\"deep\\" (exhaustive, broader search), \\"fast\\" (optimized for speed), or \\"zeroRanking\\" (raw volume without AI filtering). Defaults to \\"standard\\""},"intent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Describes what the agent is trying to accomplish, used to rank results by relevance (e.g., \\"find official pricing pages and change notes\\")"},"includeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include cleaned page content in results"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" or \\"md\\". Defaults to \\"json\\""},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search language code (e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to \\"en\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO country code for localized results (e.g., \\"us\\", \\"gb\\")"}}},"brightdata_download_snapshot":{"id":"brightdata_download_snapshot","name":"Bright Data Download Snapshot","description":"Download the results of a completed Bright Data scraping job using its snapshot ID. The snapshot must have ready status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\", \\"ndjson\\", \\"jsonl\\", or \\"csv\\". Defaults to \\"json\\""},"compress":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to compress the results"}}},"brightdata_scrape_dataset":{"id":"brightdata_scrape_dataset","name":"Bright Data Scrape Dataset","description":"Trigger a Bright Data pre-built scraper to extract structured data from URLs. 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booking"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_update_event_type":{"id":"calcom_update_event_type","name":"Cal.com Update Event Type","description":"Update an existing event type in Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"eventTypeId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event type ID to update (e.g., 12345)"},"title":{"type":"string","required":false,"visibility":"user-only","description":"Title of the event type"},"slug":{"type":"string","required":false,"visibility":"user-only","description":"Unique slug for the event type URL"},"lengthInMinutes":{"type":"number","required":false,"visibility":"user-only","description":"Duration of the event in minutes"},"description":{"type":"string","required":false,"visibility":"user-only","description":"Description of the event type"},"slotInterval":{"type":"number","required":false,"visibility":"user-only","description":"Interval between available booking slots in minutes"},"minimumBookingNotice":{"type":"number","required":false,"visibility":"user-only","description":"Minimum notice required before booking in minutes"},"beforeEventBuffer":{"type":"number","required":false,"visibility":"user-only","description":"Buffer time before the event in minutes"},"afterEventBuffer":{"type":"number","required":false,"visibility":"user-only","description":"Buffer time after the event in minutes"},"scheduleId":{"type":"number","required":false,"visibility":"user-only","description":"ID of the schedule to use for availability"},"disableGuests":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to disable guests from being added to bookings"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_update_schedule":{"id":"calcom_update_schedule","name":"Cal.com Update Schedule","description":"Update an existing schedule in Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"isDefault":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this schedule should be the default"},"availability":{"type":"array","required":false,"visibility":"user-or-llm","description":"New availability intervals for the schedule","items":{"type":"object","description":"Availability interval","properties":{"days":{"type":"array","description":"Days of the week (Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday)"},"startTime":{"type":"string","description":"Start time in HH:MM format"},"endTime":{"type":"string","description":"End time in HH:MM format"}}}}},"oauth":{"required":true,"provider":"calcom"}},"calendly_cancel_event":{"id":"calendly_cancel_event","name":"Calendly Cancel Event","description":"Cancel a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID to cancel. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"reason":{"type":"string","required":false,"visibility":"user-only","description":"Reason for cancellation (will be sent to invitees)"}}},"calendly_create_event_invitee":{"id":"calendly_create_event_invitee","name":"Calendly Book Meeting","description":"Book a meeting by creating an invitee on an event type at a chosen time. Requires a paid Calendly plan","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type to book. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time of the booking in UTC. Must be an available slot. Format: ISO 8601 (e.g., \\"2024-01-15T09:00:00Z\\")"},"inviteeEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitee being booked"},"inviteeTimezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Invitee timezone. Format: IANA timezone (e.g., \\"America/New_York\\")"},"inviteeName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name of the invitee. Required when a first name is not provided"},"inviteeFirstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the invitee. Required when a full name is not provided"},"inviteeLastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the invitee"},"textReminderNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number for SMS reminders. Format: E.164 phone number (e.g., \\"+14155551234\\")"},"eventGuests":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional guests to copy on the invite. Format: array of email strings (max 10, e.g., [\\"guest@example.com\\"])"}}},"calendly_create_invitee_no_show":{"id":"calendly_create_invitee_no_show","name":"Calendly Mark Invitee No-Show","description":"Mark an invitee of a scheduled event as a no-show","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"inviteeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full invitee URI to mark as a no-show. Format: URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123/invitees/def456\\")"}}},"calendly_create_scheduling_link":{"id":"calendly_create_scheduling_link","name":"Calendly Create Scheduling Link","description":"Create a single-use scheduling link for an event type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type the link books. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"}}},"calendly_create_webhook":{"id":"calendly_create_webhook","name":"Calendly Create Webhook","description":"Create a new webhook subscription to receive real-time event notifications","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"url":{"type":"string","required":true,"visibility":"user-only","description":"URL to receive webhook events (must be HTTPS)"},"events":{"type":"json","required":true,"visibility":"user-only","description":"Array of event types to subscribe to (e.g., [\\"invitee.created\\", \\"invitee.canceled\\"])"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User URI (required for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook scope. Format: \\"organization\\" or \\"user\\""},"signing_key":{"type":"string","required":false,"visibility":"user-only","description":"Optional signing key to verify webhook signatures"}}},"calendly_delete_invitee_no_show":{"id":"calendly_delete_invitee_no_show","name":"Calendly Unmark Invitee No-Show","description":"Remove the no-show status from an invitee","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"noShowUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"No-show UUID to remove. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/invitee_no_shows/abc123-def456\\")"}}},"calendly_delete_webhook":{"id":"calendly_delete_webhook","name":"Calendly Delete Webhook","description":"Delete a webhook subscription","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"webhookUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook subscription UUID to delete. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/webhook_subscriptions/abc123-def456\\")"}}},"calendly_get_current_user":{"id":"calendly_get_current_user","name":"Calendly Get Current User","description":"Get information about the currently authenticated Calendly user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"}}},"calendly_get_event_invitee":{"id":"calendly_get_event_invitee","name":"Calendly Get Event Invitee","description":"Retrieve a single invitee of a scheduled event, including their intake answers","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"inviteeUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Invitee UUID. Format: UUID (e.g., \\"abc123-def456\\") or full invitee URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123/invitees/def456\\")"}}},"calendly_get_event_type":{"id":"calendly_get_event_type","name":"Calendly Get Event Type","description":"Get detailed information about a specific event type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"}}},"calendly_get_scheduled_event":{"id":"calendly_get_scheduled_event","name":"Calendly Get Scheduled Event","description":"Get detailed information about a specific scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"}}},"calendly_get_user":{"id":"calendly_get_user","name":"Calendly Get User","description":"Get information about a specific Calendly user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID. Format: UUID (e.g., \\"abc123-def456\\"), full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\"), or the constant \\"me\\" for the authenticated user"}}},"calendly_list_event_invitees":{"id":"calendly_list_event_invitees","name":"Calendly List Event Invitees","description":"Retrieve a list of invitees for a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter invitees by email address"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_event_type_available_times":{"id":"calendly_list_event_type_available_times","name":"Calendly List Event Type Available Times","description":"Retrieve bookable time slots for an event type within a date range","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type to check. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the availability range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the availability range. Must be in the future and no more than 31 days after the start. Format: ISO 8601 (e.g., \\"2024-01-15T00:00:00Z\\")"}}},"calendly_list_event_types":{"id":"calendly_list_event_types","name":"Calendly List Event Types","description":"Retrieve a list of all event types for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this user. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this organization. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"name:asc\\", \\"name:desc\\")"},"active":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, show only active event types. When false or unchecked, show all event types (both active and inactive)."}}},"calendly_list_organization_memberships":{"id":"calendly_list_organization_memberships","name":"Calendly List Organization Memberships","description":"Retrieve the members of an organization, including each member profile and role","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return memberships that belong to this organization. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return memberships that belong to this user. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter memberships by member email address"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role. Format: \\"owner\\", \\"admin\\", or \\"user\\""},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"}}},"calendly_list_routing_form_submissions":{"id":"calendly_list_routing_form_submissions","name":"Calendly List Routing Form Submissions","description":"Retrieve the submissions of a routing form, including answers and routing result","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"formUri":{"type":"string","required":true,"visibility":"user-or-llm","description":"Routing form whose submissions are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/routing_forms/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}}},"calendly_list_routing_forms":{"id":"calendly_list_routing_forms","name":"Calendly List Routing Forms","description":"Retrieve the routing forms of an organization, including their questions","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization whose routing forms are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"created_at:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"}}},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this organization. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"invitee_email":{"type":"string","required":false,"visibility":"user-only","description":"Return events where invitee has this email"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"max_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time before this time. Format: ISO 8601 (e.g., \\"2024-01-15T09:00:00Z\\")"},"min_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time after this time. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_user_availability_schedules":{"id":"calendly_list_user_availability_schedules","name":"Calendly List User Availability Schedules","description":"Retrieve a user\'s availability schedules, working hours, and date overrides","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose schedules are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}}},"calendly_list_user_busy_times":{"id":"calendly_list_user_busy_times","name":"Calendly List User Busy Times","description":"Retrieve a user\'s internal and external busy times within a date range, based on their connected calendars","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User whose busy times are returned. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"startTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the requested range. Cannot be in the past. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"endTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the requested range. Must be after the start and no more than 7 days later. Format: ISO 8601 (e.g., \\"2024-01-07T00:00:00Z\\")"}}},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope of the webhooks to list. Format: \\"organization\\", \\"user\\", or \\"group\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}}},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}}},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}}},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}}},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}}},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}}},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}}},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether Clerk sends the invitation email (default true)"}}},"clerk_create_user":{"id":"clerk_create_user","name":"Create User in Clerk","description":"Create a new user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email addresses for the user (comma-separated for multiple)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone numbers for the user (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the user (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password for the user (minimum 8 characters)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier (must be unique)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object, readable from frontend)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object, backend only)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object, modifiable from frontend)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"},"skipPasswordRequirement":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Make password optional"}}},"clerk_delete_allowlist_identifier":{"id":"clerk_delete_allowlist_identifier","name":"Delete Allowlist Identifier from Clerk","description":"Remove an identifier from your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the allowlist identifier to delete"}}},"clerk_delete_blocklist_identifier":{"id":"clerk_delete_blocklist_identifier","name":"Delete Blocklist Identifier from Clerk","description":"Remove an identifier from your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the blocklist identifier to delete"}}},"clerk_delete_organization":{"id":"clerk_delete_organization","name":"Delete Organization from Clerk","description":"Delete an organization from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization to delete (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_delete_user":{"id":"clerk_delete_user","name":"Delete User from Clerk","description":"Delete a user from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_jwt_template":{"id":"clerk_get_jwt_template","name":"Get JWT Template from Clerk","description":"Retrieve a single custom JWT template by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the JWT template to retrieve"}}},"clerk_get_organization":{"id":"clerk_get_organization","name":"Get Organization from Clerk","description":"Retrieve a single organization by ID or slug from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID or slug of the organization to retrieve (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC or my-org-slug)"}}},"clerk_get_session":{"id":"clerk_get_session","name":"Get Session from Clerk","description":"Retrieve a single session by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the session to retrieve (e.g., sess_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_user":{"id":"clerk_get_user","name":"Get User from Clerk","description":"Retrieve a single user by their ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to retrieve (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_user_oauth_token":{"id":"clerk_get_user_oauth_token","name":"Get User OAuth Access Token from Clerk","description":"Retrieve a user\'s OAuth access token for a connected external provider (e.g. Google, GitHub, Microsoft) obtained via Clerk SSO","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"OAuth provider slug, e.g. google, github, microsoft, discord (without the oauth_ prefix)"}}},"clerk_list_allowlist_identifiers":{"id":"clerk_list_allowlist_identifiers","name":"List Allowlist Identifiers from Clerk","description":"List email/phone/web3-wallet identifiers on your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_blocklist_identifiers":{"id":"clerk_list_blocklist_identifiers","name":"List Blocklist Identifiers from Clerk","description":"List email/phone/web3-wallet identifiers on your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"}}},"clerk_list_jwt_templates":{"id":"clerk_list_jwt_templates","name":"List JWT Templates from Clerk","description":"List custom JWT templates configured on your Clerk instance","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"}}},"clerk_list_organization_invitations":{"id":"clerk_list_organization_invitations","name":"List Organization Invitations from Clerk","description":"List pending and past invitations for a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: pending, accepted, revoked, or expired"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invited email address"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (created_at, email_address) with +/- prefix (default: -created_at)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_organization_memberships":{"id":"clerk_list_organization_memberships","name":"List Organization Memberships from Clerk","description":"List members of a Clerk organization with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (e.g., created_at) with +/- prefix for direction"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role, comma-separated for multiple (e.g., org:admin,org:member)"}}},"clerk_list_organizations":{"id":"clerk_list_organizations","name":"List Organizations from Clerk","description":"List all organizations in your Clerk application with optional filtering","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"includeMembersCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include member count for each organization"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by organization ID, name, or slug (e.g., Acme Corp or acme-corp)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, created_at, members_count) with +/- prefix"}}},"clerk_list_sessions":{"id":"clerk_list_sessions","name":"List Sessions from Clerk","description":"List sessions for a user or client in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to list sessions for (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC; required if clientId not provided)"},"clientId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Client ID to list sessions for (required if userId not provided)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by session status (abandoned, active, ended, expired, pending, removed, replaced, revoked)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_users":{"id":"clerk_list_users","name":"List Users from Clerk","description":"List all users in your Clerk application with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field with optional +/- prefix for direction (default: -created_at)"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address (e.g., user@example.com or user1@example.com,user2@example.com)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by phone number (comma-separated for multiple)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by external ID (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by username (comma-separated for multiple)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user ID (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC or comma-separated for multiple)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to match across email, phone, username, and names (e.g., john or john@example.com)"}}},"clerk_lock_user":{"id":"clerk_lock_user","name":"Lock User in Clerk","description":"Lock a user account, blocking sign-in attempts","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to lock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_remove_organization_member":{"id":"clerk_remove_organization_member","name":"Remove Organization Member from Clerk","description":"Remove a member from a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the member to remove"}}},"clerk_revoke_actor_token":{"id":"clerk_revoke_actor_token","name":"Revoke Actor Token in Clerk","description":"Revoke an actor token before it is used or expires","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"actorTokenId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the actor token to revoke"}}},"clerk_revoke_session":{"id":"clerk_revoke_session","name":"Revoke Session in Clerk","description":"Revoke a session to immediately invalidate it","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the session to revoke (e.g., sess_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_unban_user":{"id":"clerk_unban_user","name":"Unban User in Clerk","description":"Remove a ban from a user, allowing them to sign in again","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to unban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_unlock_user":{"id":"clerk_unlock_user","name":"Unlock User in Clerk","description":"Unlock a previously locked user account","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to unlock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_update_organization":{"id":"clerk_update_organization","name":"Update Organization in Clerk","description":"Update an existing organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization to update (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the organization"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"adminDeleteEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether admins can delete the organization"}}},"clerk_update_organization_membership":{"id":"clerk_update_organization_membership","name":"Update Organization Membership in Clerk","description":"Change a member\'s role within a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the member whose role is being changed"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New role to assign, e.g. org:admin or org:member"}}},"clerk_update_user":{"id":"clerk_update_user","name":"Update User in Clerk","description":"Update an existing user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to update (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"New password (minimum 8 characters)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier"},"primaryEmailAddressId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of verified email to set as primary"},"primaryPhoneNumberId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of verified phone to set as primary"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"}}},"clickhouse_count_rows":{"id":"clickhouse_count_rows","name":"ClickHouse Count Rows","description":"Count rows in a ClickHouse table, optionally filtered","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse server hostname (e.g., your-instance.clickhouse.cloud)"},"port":{"type":"number","required":true,"visibility":"user-only","description":"ClickHouse HTTP interface port (8443 for HTTPS, 8123 for HTTP)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse username"},"password":{"type":"string","required":false,"visibility":"user-only","description":"ClickHouse password"},"secure":{"type":"boolean","required":false,"visibility":"user-only","description":"Use a secure HTTPS connection (default: true)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to count rows in"},"where":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional WHERE clause condition without the WHERE keyword"}}},"clickhouse_create_database":{"id":"clickhouse_create_database","name":"ClickHouse Create Database","description":"Create a new database on a ClickHouse server","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse server hostname (e.g., your-instance.clickhouse.cloud)"},"port":{"type":"number","required":true,"visibility":"user-only","description":"ClickHouse HTTP interface port (8443 for HTTPS, 8123 for HTTP)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse username"},"password":{"type":"string","required":false,"visibility":"user-only","description":"ClickHouse password"},"secure":{"type":"boolean","required":false,"visibility":"user-only","description":"Use a secure HTTPS connection (default: true)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the database to create"}}},"clickhouse_create_table":{"id":"clickhouse_create_table","name":"ClickHouse Create Table","description":"Create a new MergeTree-family table in ClickHouse","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse server hostname (e.g., your-instance.clickhouse.cloud)"},"port":{"type":"number","required":true,"visibility":"user-only","description":"ClickHouse HTTP interface port (8443 for HTTPS, 8123 for HTTP)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse username"},"password":{"type":"string","required":false,"visibility":"user-only","description":"ClickHouse password"},"secure":{"type":"boolean","required":false,"visibility":"user-only","description":"Use a secure HTTPS connection (default: true)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the table to create"},"columns":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of column definitions, each an object with name and type, e.g. [{\\"name\\":\\"id\\",\\"type\\":\\"UInt64\\"},{\\"name\\":\\"ts\\",\\"type\\":\\"DateTime\\"}]"},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Table engine (default 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in"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\", \\"NS\\", \\"SRV\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record name (e.g., \\"example.com\\" or \\"subdomain.example.com\\")"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"DNS record content (e.g., IP address for A records, target for CNAME)"},"ttl":{"type":"number","required":false,"visibility":"user-or-llm","description":"Time to live in seconds (1 = automatic, default: 1)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable Cloudflare proxy (default: false)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority for MX and SRV records"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment for the DNS record"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags for the DNS record"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_create_zone":{"id":"cloudflare_create_zone","name":"Cloudflare Create Zone","description":"Adds a new zone (domain) to the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The domain name to add (e.g., \\"example.com\\")"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Cloudflare account ID"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Zone type: \\"full\\" (Cloudflare manages DNS), \\"partial\\" (CNAME setup), or \\"secondary\\" (secondary DNS)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API 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\\"queryCount,uncachedCount,staleCount,responseTimeAvg,responseTimeMedian,responseTime90th,responseTime99th\\")"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions to group by (e.g., \\"queryName,queryType,responseCode,responseCached,coloName,origin,dayOfWeek,tcp,ipVersion,querySizeBucket,responseSizeBucket\\")"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply to the data (e.g., \\"queryType==A\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for the result set. 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Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). 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Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for 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\\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}}},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete Stack","description":"Delete a CloudFormation stack and its 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name or ID to describe (omit to list all stacks)"}}},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}}},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change Set","description":"Apply a previously created and reviewed change set to its 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Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"GitHub repository URL (e.g., https://github.com/your-org/your-repo)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or commit to work from (defaults to default branch)"},"promptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Model to use (leave empty for auto-selection)"},"branchName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom branch name for the agent to use"},"autoCreatePr":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Automatically create a PR when the agent finishes"},"openAsCursorGithubApp":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Open the PR as the Cursor GitHub App"},"skipReviewerRequest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip requesting reviewers on the PR"}}},"cursor_list_agents":{"id":"cursor_list_agents","name":"Cursor List Agents","description":"List all cloud agents for the authenticated user with optional pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of agents to return (default: 20, max: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"prUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter agents by pull request URL"}}},"cursor_list_agents_v2":{"id":"cursor_list_agents_v2","name":"Cursor List Agents","description":"List all cloud agents for the authenticated user with optional pagination. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of agents to return (default: 20, max: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"prUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter agents by pull request URL"}}},"cursor_list_artifacts":{"id":"cursor_list_artifacts","name":"Cursor List Artifacts","description":"List generated artifact files for a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_list_artifacts_v2":{"id":"cursor_list_artifacts_v2","name":"Cursor List Artifacts","description":"List generated artifact files for a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_list_models":{"id":"cursor_list_models","name":"Cursor List Models","description":"List the models available for launching cloud agents.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_models_v2":{"id":"cursor_list_models_v2","name":"Cursor List Models","description":"List the models available for launching cloud agents. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories":{"id":"cursor_list_repositories","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories_v2":{"id":"cursor_list_repositories_v2","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_stop_agent":{"id":"cursor_stop_agent","name":"Cursor Stop Agent","description":"Stop a running cloud agent. This pauses the agent without deleting it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_stop_agent_v2":{"id":"cursor_stop_agent_v2","name":"Cursor Stop Agent","description":"Stop a running cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"dagster_delete_run":{"id":"dagster_delete_run","name":"Dagster Delete Run","description":"Permanently delete a Dagster run record.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to delete"}}},"dagster_get_asset":{"id":"dagster_get_asset","name":"Dagster Get Asset","description":"Get an asset definition and its latest materialization by asset key.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"dagster_get_run":{"id":"dagster_get_run","name":"Dagster Get Run","description":"Get the status and details of a Dagster run by its ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3000)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to retrieve"}}},"dagster_get_run_logs":{"id":"dagster_get_run_logs","name":"Dagster Get Run Logs","description":"Fetch execution event logs for a Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to fetch logs for"},"afterCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for paginating through log events (from a previous response)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log events to return"}}},"dagster_launch_run":{"id":"dagster_launch_run","name":"Dagster Launch Run","description":"Launch a job run on a Dagster instance.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3000)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"jobName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the job to launch"},"runConfigJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run configuration as a JSON object (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags as a JSON array of {key, value} objects (optional)"}}},"dagster_list_assets":{"id":"dagster_list_assets","name":"Dagster List Assets","description":"List assets tracked by a Dagster instance, optionally filtered by key prefix.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slash-delimited asset key prefix to filter by, e.g. \\"raw\\" or \\"raw/events\\" (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset key cursor from a previous response, for pagination (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assets to return per page (default 100)"}}},"dagster_list_jobs":{"id":"dagster_list_jobs","name":"Dagster List Jobs","description":"List all jobs across repositories in a Dagster instance.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"}}},"dagster_list_runs":{"id":"dagster_list_runs","name":"Dagster List Runs","description":"List Dagster runs with optional filters by job name, status, and creation-time range, plus cursor pagination.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"jobName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter runs by job name (optional)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by, e.g. \\"SUCCESS,FAILURE\\" (optional)"},"createdAfter":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or after this Unix timestamp in seconds (optional)"},"createdBefore":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or before this Unix timestamp in seconds (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to page after, from a previous response cursor (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (default 20)"}}},"dagster_list_schedules":{"id":"dagster_list_schedules","name":"Dagster List Schedules","description":"List all schedules in a Dagster repository, optionally filtered by status.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"scheduleStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter schedules by status: RUNNING or STOPPED (omit to return all)"}}},"dagster_list_sensors":{"id":"dagster_list_sensors","name":"Dagster List Sensors","description":"List all sensors in a Dagster repository, optionally filtered by status.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"sensorStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter sensors by status: RUNNING or STOPPED (omit to return all)"}}},"dagster_materialize_assets":{"id":"dagster_materialize_assets","name":"Dagster Materialize Assets","description":"Materialize selected assets by launching their asset job with an asset selection.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"jobName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asset job that contains the assets, e.g. \\"__ASSET_JOB\\" or a named asset job"},"assetSelection":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma- or newline-separated asset keys to materialize, each slash-delimited (e.g. \\"raw/events, summary\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags as a JSON array of {key, value} objects (optional)"}}},"dagster_reexecute_run":{"id":"dagster_reexecute_run","name":"Dagster Reexecute Run","description":"Reexecute an existing Dagster run, optionally resuming only from failed steps.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"parentRunId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to reexecute"},"strategy":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reexecution strategy: ALL_STEPS reruns everything, FROM_FAILURE resumes from failed steps, FROM_ASSET_FAILURE resumes from failed assets"}}},"dagster_report_asset_materialization":{"id":"dagster_report_asset_materialization","name":"Dagster Report Asset Materialization","description":"Report an external (runless) materialization or observation for an asset.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to report against, e.g. \\"my_asset\\" or \\"raw/events\\""},"eventType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type to report: ASSET_MATERIALIZATION (default) or ASSET_OBSERVATION"},"partitionKeys":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated partition keys to report against (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description for the reported event (optional)"}}},"dagster_start_schedule":{"id":"dagster_start_schedule","name":"Dagster Start Schedule","description":"Enable (start) a schedule in a Dagster repository.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"scheduleName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule to start"}}},"dagster_start_sensor":{"id":"dagster_start_sensor","name":"Dagster Start Sensor","description":"Enable (start) a sensor in a Dagster repository.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"sensorName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the sensor to start"}}},"dagster_stop_schedule":{"id":"dagster_stop_schedule","name":"Dagster Stop Schedule","description":"Disable (stop) a running schedule in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the schedule to stop — available from dagster_list_schedules output"}}},"dagster_stop_sensor":{"id":"dagster_stop_sensor","name":"Dagster Stop Sensor","description":"Disable (stop) a running sensor in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the sensor to stop — available from dagster_list_sensors output"}}},"dagster_terminate_run":{"id":"dagster_terminate_run","name":"Dagster Terminate Run","description":"Terminate an in-progress Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to terminate"}}},"dagster_wipe_asset":{"id":"dagster_wipe_asset","name":"Dagster Wipe Asset","description":"DESTRUCTIVE: permanently wipes ALL materialization history (every partition) for an asset. This cannot be undone.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to wipe, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"databricks_cancel_run":{"id":"databricks_cancel_run","name":"Databricks Cancel Run","description":"Cancel a running or pending Databricks job run. Cancellation is asynchronous; poll the run status to confirm termination.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the run to cancel"}}},"databricks_execute_sql":{"id":"databricks_execute_sql","name":"Databricks Execute SQL","description":"Execute a SQL statement against a Databricks SQL warehouse and return results inline. Supports parameterized queries and Unity Catalog.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"warehouseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the SQL warehouse to execute against"},"statement":{"type":"string","required":true,"visibility":"user-or-llm","description":"The SQL statement to execute (max 16 MiB)"},"catalog":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unity Catalog name (equivalent to USE CATALOG)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema name (equivalent to USE SCHEMA)"},"rowLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return"},"waitTimeout":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long to wait for results (e.g., \\"50s\\"). Range: \\"0s\\" or \\"5s\\" to \\"50s\\". Default: \\"50s\\""}}},"databricks_get_cluster":{"id":"databricks_get_cluster","name":"Databricks Get Cluster","description":"Get the state, configuration, and resource details of a single Databricks cluster by its cluster ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"clusterId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the cluster to retrieve"}}},"databricks_get_job":{"id":"databricks_get_job","name":"Databricks Get Job","description":"Get the full definition and settings of a single Databricks job by its job ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the job to retrieve"}}},"databricks_get_run":{"id":"databricks_get_run","name":"Databricks Get Run","description":"Get the status, timing, and details of a Databricks job run by its run ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the run"},"includeHistory":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include repair history in the response"},"includeResolvedValues":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include resolved parameter values in the response"}}},"databricks_get_run_output":{"id":"databricks_get_run_output","name":"Databricks Get Run Output","description":"Get the output of a completed Databricks job run, including notebook results, error messages, and logs. For multi-task jobs, use the task run ID (not the parent run ID).","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The run ID to get output for. For multi-task jobs, use the task run ID"}}},"databricks_get_statement":{"id":"databricks_get_statement","name":"Databricks Get Statement","description":"Poll a SQL statement by its ID to retrieve status and results. Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}}},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}}},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. Omit to list runs across all jobs"},"activeOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only include active runs (PENDING, RUNNING, or TERMINATING)"},"completedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only include completed runs"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (range 1-24, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"runType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run type (JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN)"},"startTimeFrom":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs started at or after this timestamp (epoch ms)"},"startTimeTo":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs started at or before this timestamp (epoch ms)"}}},"databricks_list_warehouses":{"id":"databricks_list_warehouses","name":"Databricks List Warehouses","description":"List all SQL warehouses in a Databricks workspace including their size, state, and type. Use this to discover the warehouse ID needed for Execute SQL.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_run_job":{"id":"databricks_run_job","name":"Databricks Run Job","description":"Trigger an existing Databricks job to run immediately with optional job-level or notebook parameters.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the job to trigger"},"jobParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job-level parameter overrides as a JSON object (e.g., {\\"key\\": \\"value\\"})"},"notebookParams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notebook task parameters as a JSON object (e.g., {\\"param1\\": \\"value1\\"})"},"idempotencyToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token to prevent duplicate runs (max 64 characters)"}}},"datadog_cancel_downtime":{"id":"datadog_cancel_downtime","name":"Datadog Cancel Downtime","description":"Cancel a scheduled downtime.","version":"1.0.0","params":{"downtimeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the downtime to cancel (e.g., \\"abc123def456\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_downtime":{"id":"datadog_create_downtime","name":"Datadog Create Downtime","description":"Schedule a downtime to suppress monitor notifications during maintenance windows.","version":"1.0.0","params":{"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope to apply downtime to (e.g., \\"host:myhost\\", \\"env:production\\", or \\"*\\" for all)"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to display during downtime"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime start in seconds (e.g., 1705320000, defaults to now)"},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime end in seconds (e.g., 1705323600)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the downtime (e.g., \\"America/New_York\\", \\"UTC\\", \\"Europe/London\\")"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific monitor ID to mute (e.g., \\"12345678\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated monitor tags to match (e.g., \\"team:backend,priority:high\\")"},"muteFirstRecoveryNotification":{"type":"boolean","required":false,"visibility":"user-only","description":"Mute the first recovery notification"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_event":{"id":"datadog_create_event","name":"Datadog Create Event","description":"Post an event to the Datadog event stream. Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. Supports markdown."},"alertType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alert type: error, warning, info, success, user_update, recommendation, or snapshot"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event priority: normal or low"},"host":{"type":"string","required":false,"visibility":"user-or-llm","description":"Host name to associate with this event (e.g., \\"web-server-01\\", \\"prod-api-1\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags (e.g., \\"env:production,service:api\\", \\"team:backend,priority:high\\")"},"aggregationKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Key to aggregate events together"},"sourceTypeName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source type name for the event"},"dateHappened":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the event occurred (e.g., 1705320000, defaults to now)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_downtimes":{"id":"datadog_list_downtimes","name":"Datadog List Downtimes","description":"List all scheduled downtimes in Datadog.","version":"1.0.0","params":{"currentOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return currently active downtimes"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by monitor ID (e.g., \\"12345678\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_monitors":{"id":"datadog_list_monitors","name":"Datadog List Monitors","description":"List all monitors in Datadog with optional filtering by name, tags, or state.","version":"1.0.0","params":{"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to filter by (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter monitors by name with partial match (e.g., \\"CPU\\", \\"Production\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to filter by (e.g., \\"env:prod,team:backend\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of monitor tags to filter by (e.g., \\"service:api,priority:high\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with monitors"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (0-indexed, e.g., 0, 1, 2)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of monitors per page (e.g., 50, max: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress notifications.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). If not specified, mutes indefinitely."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_logs":{"id":"datadog_query_logs","name":"Datadog Query Logs","description":"Search and retrieve logs from Datadog. Use for troubleshooting, analysis, or monitoring.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log search query using Datadog query syntax (e.g., \\"service:web-app status:error\\", \\"host:prod-* @http.status_code:500\\")"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time in ISO-8601 format or relative time (e.g., \\"now-1h\\", \\"now-15m\\", \\"2024-01-15T10:00:00Z\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time in ISO-8601 format or relative time (e.g., \\"now\\", \\"now-5m\\", \\"2024-01-15T12:00:00Z\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of logs to return (e.g., 50, 100, max: 1000)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"timestamp\\" for oldest first, \\"-timestamp\\" for newest first"},"indexes":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of log indexes to search"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_timeseries":{"id":"datadog_query_timeseries","name":"Datadog Query Timeseries","description":"Query metric timeseries data from Datadog. Use for analyzing trends, creating reports, or retrieving metric values.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Datadog metrics query (e.g., \\"avg:system.cpu.user{*}\\", \\"sum:nginx.requests{env:prod}.as_count()\\")"},"from":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start time as Unix timestamp in seconds (e.g., 1705320000)"},"to":{"type":"number","required":true,"visibility":"user-or-llm","description":"End time as Unix timestamp in seconds (e.g., 1705323600)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_send_logs":{"id":"datadog_send_logs","name":"Datadog Send Logs","description":"Send log entries to Datadog for centralized logging and analysis.","version":"1.0.0","params":{"logs":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of log entries. Each entry should have message and optionally ddsource, ddtags, hostname, service."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_submit_metrics":{"id":"datadog_submit_metrics","name":"Datadog Submit Metrics","description":"Submit custom metrics to Datadog. Use for tracking application performance, business metrics, or custom monitoring data.","version":"1.0.0","params":{"series":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of metric series to submit. Each series should include metric name, type (gauge/rate/count), points (timestamp/value pairs), and optional tags."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datagma_enrich_company":{"id":"datagma_enrich_company","name":"Datagma Enrich Company","description":"Enrich a company profile using a domain, company name, or SIREN number (France). Returns size, industry, revenue, and description. Uses 2 credits per match.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., \'stripe.com\'), company name, or French SIREN number to enrich"},"companyPremium":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include LinkedIn company data in the response"},"companyFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include financial information in the response"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_enrich_person":{"id":"datagma_enrich_person","name":"Datagma Enrich Person","description":"Enrich a person\'s profile using their email, LinkedIn URL, or full name and company. Returns job title, company, location, and social data. Uses 2 credits per match; add 30 credits when a phone number is found.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, LinkedIn URL, or full name (use companyKeyword when providing a name)"},"companyKeyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name or keyword to disambiguate when data is a full name"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code to improve match accuracy (e.g., \'US\', \'GB\')"},"personFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include education and work history in the response"},"phoneFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attempt to find a mobile phone number (costs 30 additional credits if found)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_email":{"id":"datagma_find_email","name":"Datagma Find Email","description":"Find a verified work email from a person\'s full name and company. Uses 1 credit when a verified email is found.","version":"1.0.0","params":{"fullName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"company":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name or domain (e.g., \'Stripe\' or \'stripe.com\')"},"linkedInSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn company URL slug to improve match accuracy by 20%+"},"findEmailV2Step":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lookup depth: 3 = full email (default), 2 = domain only"},"findEmailV2Country":{"type":"string","required":false,"visibility":"user-or-llm","description":"User\'s location to improve accuracy (e.g., \'General\', \'Japan\', \'France\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_phone":{"id":"datagma_find_phone","name":"Datagma Find Phone","description":"Find a mobile phone number from a person\'s LinkedIn URL. Optionally supply an email to improve match accuracy. Uses 30 credits when a number is found.","version":"1.0.0","params":{"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn URL of the person (e.g., \'https://linkedin.com/in/johndoe\')"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address to improve phone match accuracy"},"minimumMatch":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum match confidence threshold (0–1; default 1 for highest precision)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_get_credits":{"id":"datagma_get_credits","name":"Datagma Get Credits","description":"Check remaining credit balance on a Datagma account. Free — no credits consumed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"daytona_create_sandbox":{"id":"daytona_create_sandbox","name":"Daytona Create Sandbox","description":"Create a new Daytona sandbox for running AI-generated code in isolation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"snapshot":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID or name of the snapshot to create the sandbox from (uses default if empty)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sandbox (defaults to the sandbox ID)"},"target":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region where the sandbox will be created (e.g., us, eu)"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User associated with the sandbox"},"env":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables to set in the sandbox as key-value pairs"},"labels":{"type":"json","required":false,"visibility":"user-or-llm","description":"Labels to attach to the sandbox as key-value pairs"},"cpu":{"type":"number","required":false,"visibility":"user-or-llm","description":"CPU cores to allocate to the sandbox"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory to allocate to the sandbox in GB"},"disk":{"type":"number","required":false,"visibility":"user-or-llm","description":"Disk space to allocate to the sandbox in GB"},"autoStopInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-stop interval in minutes (0 disables auto-stop)"},"autoArchiveInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-archive interval in minutes (0 uses the maximum interval)"},"autoDeleteInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-delete interval in minutes (negative disables, 0 deletes immediately on stop)"},"public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the sandbox HTTP preview is publicly accessible"}}},"daytona_delete_sandbox":{"id":"daytona_delete_sandbox","name":"Daytona Delete Sandbox","description":"Delete a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID or name of the sandbox"}}},"daytona_download_file":{"id":"daytona_download_file","name":"Daytona Download File","description":"Download a file from a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API 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Messages older than 2 weeks cannot be bulk deleted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_channel":{"id":"discord_create_channel","name":"Discord Create Channel","description":"Create a new channel in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the channel (1-100 characters)"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channel type (0=text, 2=voice, 4=category, 5=announcement, 13=stage)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel topic (0-1024 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent category ID for the channel, e.g., 123456789012345678"}}},"discord_create_invite":{"id":"discord_create_invite","name":"Discord Create Invite","description":"Create an invite link for a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create an invite for, e.g., 123456789012345678"},"maxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of invite in seconds (0 = never expires, default 86400)"},"maxUses":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of uses (0 = unlimited, default 0)"},"temporary":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether invite grants temporary membership"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_role":{"id":"discord_create_role","name":"Discord Create Role","description":"Create a new role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer (e.g., 0xFF0000 for red)"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately from online members"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"discord_create_thread":{"id":"discord_create_thread","name":"Discord Create Thread","description":"Create a thread in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the thread in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the thread (1-100 characters)"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The message ID to create a thread from (if creating from existing message), e.g., 123456789012345678"},"autoArchiveDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration in minutes to auto-archive the thread (60, 1440, 4320, 10080)"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the standalone thread is public (visible to everyone in the channel) or private. Ignored when creating a thread from an existing message, which always inherits the parent channel visibility. Defaults to public if omitted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_webhook":{"id":"discord_create_webhook","name":"Discord Create Webhook","description":"Create a webhook in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the webhook in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the webhook (1-80 characters)"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_channel":{"id":"discord_delete_channel","name":"Discord Delete 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ID), e.g., 123456789012345678"}}},"discord_delete_message":{"id":"discord_delete_message","name":"Discord Delete Message","description":"Delete a message from a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_role":{"id":"discord_delete_role","name":"Discord Delete Role","description":"Delete a role from a Discord 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authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to join, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_kick_member":{"id":"discord_kick_member","name":"Discord Kick Member","description":"Kick a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to kick, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for kicking the member"}}},"discord_leave_thread":{"id":"discord_leave_thread","name":"Discord Leave Thread","description":"Leave a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to leave, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_channels":{"id":"discord_list_channels","name":"Discord List Channels","description":"List all channels in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_roles":{"id":"discord_list_roles","name":"Discord List Roles","description":"List all roles in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_pin_message":{"id":"discord_pin_message","name":"Discord Pin Message","description":"Pin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to pin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_reaction":{"id":"discord_remove_reaction","name":"Discord Remove Reaction","description":"Remove a reaction from a Discord message","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message with the reaction, e.g., 123456789012345678"},"emoji":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji to remove (unicode emoji or custom emoji in name:id 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123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to remove, e.g., 123456789012345678"}}},"discord_send_message":{"id":"discord_send_message","name":"Discord Send Message","description":"Send a message to a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to send the message to, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text content of the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}}},"discord_unban_member":{"id":"discord_unban_member","name":"Discord Unban Member","description":"Unban a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to unban, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for unbanning the member"}}},"discord_unpin_message":{"id":"discord_unpin_message","name":"Discord Unpin Message","description":"Unpin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to unpin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_channel":{"id":"discord_update_channel","name":"Discord Update Channel","description":"Update a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the channel"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new topic for the channel"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_member":{"id":"discord_update_member","name":"Discord Update Member","description":"Update a member in a Discord server (e.g., change nickname)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to update, e.g., 123456789012345678"},"nick":{"type":"string","required":false,"visibility":"user-or-llm","description":"New nickname for the member (null to 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role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"docusign_create_from_template":{"id":"docusign_create_from_template","name":"Send from DocuSign Template","description":"Create and send a DocuSign envelope using a pre-built template","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"DocuSign template ID to use"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email subject (uses template default if not 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Requires Incident Attribution access.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_baseline":{"id":"downdetector_get_company_baseline","name":"Downdetector Get Company Baseline","description":"Get the current baseline report value for a Downdetector company. 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A convenient near-real-time signal for threshold-based alerting.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_status":{"id":"downdetector_get_company_status","name":"Downdetector Get Company Status","description":"Get the current detected status for a Downdetector company. Returns \\"success\\" (no problems), \\"warning\\", or \\"danger\\" (likely outage).","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"threshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"If set, returns \\"danger\\" when the current report count is above this threshold, otherwise \\"success\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_provider":{"id":"downdetector_get_provider","name":"Downdetector Get Provider","description":"Get details for a Downdetector provider (ISP or network operator) by id, such as its name and Downdetector id.","version":"1.0.0","params":{"providerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector provider id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_reports":{"id":"downdetector_get_reports","name":"Downdetector Get Reports","description":"Get the number of outage reports over time for one or more company slugs, bucketed by interval. Useful for plotting report trends or detecting spikes. Defaults to the last 24 hours.","version":"1.0.0","params":{"slugs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated company slug(s) to report on. Example: \\"slack,zoom\\""},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket interval, e.g. \\"15m\\", \\"1h\\", \\"1d\\" (default \\"15m\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_site_companies":{"id":"downdetector_get_site_companies","name":"Downdetector Get Site Companies","description":"List the companies monitored on a Downdetector site, including each company’s current status. Useful for discovering the companies available on a regional status page.","version":"1.0.0","params":{"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector site id"},"fields":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated company fields to return (defaults to id, name, slug, status)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque page token from a previous response (X-Page-Next) for the next page"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_categories":{"id":"downdetector_list_categories","name":"Downdetector List Categories","description":"List all Downdetector categories (e.g. \\"Telecom\\", \\"Gaming\\", \\"Social Media\\"). Use the returned category id to filter company searches.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_incidents":{"id":"downdetector_list_incidents","name":"Downdetector List Incidents","description":"List all incidents (outages) across every company that were active in the chosen time period, or in the last 24 hours if no date range is provided.","version":"1.0.0","params":{"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only currently active incidents are returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_sites":{"id":"downdetector_list_sites","name":"Downdetector List Sites","description":"List all available Downdetector sites (regional status-page domains). Each site groups the companies monitored for a given country/region.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_search_companies":{"id":"downdetector_search_companies","name":"Downdetector Search Companies","description":"Search Downdetector for monitored companies by name, slug, country, or category. Returns matching companies with their ids and slugs, which you can use with the other Downdetector operations.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to filter on (partial, case-insensitive match). Example: \\"slack\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO-2 country code to filter on. Example: \\"US\\""},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact company slug to filter on. Example: \\"optimum-cablevision\\""},"categoryId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Category id to filter on"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-indexed page number for paginated results (default 1)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100 (default 25)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"dropbox_copy":{"id":"dropbox_copy","name":"Dropbox Copy","description":"Copy a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to copy"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the copied file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_folder":{"id":"dropbox_create_folder","name":"Dropbox Create Folder","description":"Create a new folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path where the folder should be created (e.g., /new-folder)"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the folder if there is a conflict"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_shared_link":{"id":"dropbox_create_shared_link","name":"Dropbox Create Shared Link","description":"Create a shareable link for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to share"},"requestedVisibility":{"type":"string","required":false,"visibility":"user-only","description":"Visibility: public, team_only, or password"},"linkPassword":{"type":"string","required":false,"visibility":"user-only","description":"Password for the shared link (only if visibility is password)"},"expires":{"type":"string","required":false,"visibility":"user-only","description":"Expiration date in ISO 8601 format (e.g., 2025-12-31T23:59:59Z)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_delete":{"id":"dropbox_delete","name":"Dropbox Delete","description":"Delete a file or folder in Dropbox (moves to trash)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to delete"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_download":{"id":"dropbox_download","name":"Dropbox Download File","description":"Download a file from Dropbox with metadata and content","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to download (e.g., /folder/document.pdf)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_get_metadata":{"id":"dropbox_get_metadata","name":"Dropbox Get Metadata","description":"Get metadata for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to get metadata for"},"includeMediaInfo":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include media info for photos/videos"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include deleted files in results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_folder":{"id":"dropbox_list_folder","name":"Dropbox List Folder","description":"List the contents of a folder in 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folders)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to list revisions for"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of revisions to return, 1-100 (default: 10)"},"beforeRev":{"type":"string","required":false,"visibility":"user-only","description":"Only return revisions before this one. Pass the rev of the last revision from a previous call to fetch the next page."}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_shared_links":{"id":"dropbox_list_shared_links","name":"Dropbox List Shared Links","description":"List shared links for a path, or for the entire account if no path is given","version":"1.0.0","params":{"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path to list shared links for. If omitted, lists all shared links."},"directOnly":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, only return links directly to the path, not parent folder links"},"cursor":{"type":"string","required":false,"visibility":"user-only","description":"Cursor from a previous call to fetch the next page of results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_move":{"id":"dropbox_move","name":"Dropbox Move","description":"Move or rename a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to move"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the moved file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_restore":{"id":"dropbox_restore","name":"Dropbox Restore","description":"Restore a specific revision of a file to the given path","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to save the restored file to"},"rev":{"type":"string","required":true,"visibility":"user-or-llm","description":"The revision identifier to restore (from Dropbox List Revisions)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_search":{"id":"dropbox_search","name":"Dropbox Search","description":"Search for files and folders in Dropbox","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dropbox folder path to limit search scope (e.g., /folder/subfolder)"},"fileExtensions":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of file extensions to filter by (e.g., pdf,xlsx)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 100)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_upload":{"id":"dropbox_upload","name":"Dropbox Upload File","description":"Upload a file to Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path in Dropbox where the file should be saved (e.g., /folder/document.pdf)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename (used if path is a folder)"},"mode":{"type":"string","required":false,"visibility":"user-only","description":"Write mode: add (default) or overwrite"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict"},"mute":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, don\'t notify the user about this upload"}},"oauth":{"required":true,"provider":"dropbox"}},"dropcontact_enrich_contact":{"id":"dropcontact_enrich_contact","name":"Dropcontact Enrich Contact","description":"Enrich a contact with verified B2B email, phone, company data, and LinkedIn info via Dropcontact. Submits an async enrichment request, then polls until the result is ready (up to 2 minutes). Charges 1 credit only when a verified email is returned. Provide at least one of: email, first_name+last_name+company, full_name+company, or linkedin URL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dropcontact API key (X-Access-Token)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact to enrich"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"full_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name (alternative to first_name + last_name)"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (e.g. acme.com)"},"num_siren":{"type":"string","required":false,"visibility":"user-or-llm","description":"French company SIREN number"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"linkedin":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code (ISO 3166-1 alpha-2, e.g. \\"US\\", \\"FR\\")"},"siren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include SIREN/SIRET enrichment (France only)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for returned data (e.g. \\"en\\", \\"fr\\")"}}},"dspy_chain_of_thought":{"id":"dspy_chain_of_thought","name":"DSPy Chain of Thought","description":"Run a Chain of Thought prediction using a self-hosted DSPy ChainOfThought program 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of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"input":{"type":"string","required":true,"visibility":"user-or-llm","description":"The input text to send to the DSPy program"},"inputField":{"type":"string","required":false,"visibility":"user-only","description":"Name of the input field expected by the DSPy program (defaults to \\"text\\")"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide to the DSPy program"},"additionalInputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional key-value pairs to include in the request body"}}},"dspy_react":{"id":"dspy_react","name":"DSPy ReAct","description":"Run a ReAct agent using a self-hosted DSPy ReAct program endpoint for multi-step reasoning and action","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"task":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task or question for the ReAct agent to work on"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide for the task"},"maxIterations":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of reasoning iterations (defaults to server setting)"}}},"dub_bulk_create_links":{"id":"dub_bulk_create_links","name":"Dub Bulk Create Links","description":"Create up to 100 short links in a single request. Returns the created links alongside any per-link errors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"links":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of link objects to create. Each object requires a \\"url\\" and may include domain, key, tagIds, and other link fields (max 100)."}}},"dub_bulk_delete_links":{"id":"dub_bulk_delete_links","name":"Dub Bulk Delete Links","description":"Delete up to 100 short links in a single request by their link IDs. Non-existing IDs are ignored.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated link IDs to delete (max 100)"}}},"dub_bulk_update_links":{"id":"dub_bulk_update_links","name":"Dub Bulk Update Links","description":"Apply the same set of field updates to up to 100 links at once, selected by link IDs or external IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated link IDs to update (max 100, takes precedence over externalIds)"},"externalIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated external IDs to update (max 100)"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object of fields to apply to every selected link (e.g. { \\"archived\\": true, \\"tagIds\\": [\\"...\\"] })"}}},"dub_create_link":{"id":"dub_create_link","name":"Dub Create Link","description":"Create a new short link with Dub. 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to query (e.g., \\"GSI1\\", \\"email-index\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (e.g., 10, 50, 100)"},"exclusiveStartKey":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous query\'s lastEvaluatedKey to continue fetching results"},"scanIndexForward":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sort order for the sort key: true for ascending (default), false for descending"}}},"dynamodb_scan":{"id":"dynamodb_scan","name":"DynamoDB Scan","description":"Scan all items in a DynamoDB table","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key 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\\"active\\"})"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (e.g., 10, 50, 100)"},"exclusiveStartKey":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous scan\'s lastEvaluatedKey to continue fetching results"}}},"dynamodb_update":{"id":"dynamodb_update","name":"DynamoDB Update","description":"Update an item in a DynamoDB table","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"DynamoDB table name (e.g., \\"Users\\", \\"Orders\\")"},"key":{"type":"json","required":true,"visibility":"user-or-llm","description":"Primary key of the item to update (e.g., {\\"pk\\": \\"USER#123\\"} or {\\"pk\\": \\"ORDER#456\\", \\"sk\\": \\"ITEM#789\\"})"},"updateExpression":{"type":"string","required":true,"visibility":"user-or-llm","description":"Update expression (e.g., \\"SET #name = :name, age = :age\\" or \\"SET #count = #count + :inc\\")"},"expressionAttributeNames":{"type":"json","required":false,"visibility":"user-or-llm","description":"Attribute name mappings for reserved words (e.g., {\\"#name\\": \\"name\\", \\"#count\\": \\"count\\"})"},"expressionAttributeValues":{"type":"json","required":false,"visibility":"user-or-llm","description":"Expression attribute values (e.g., {\\":name\\": \\"John\\", \\":age\\": 30, \\":inc\\": 1})"},"conditionExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Condition that must be met for the update to succeed (e.g., \\"attribute_exists(pk)\\" or \\"version = :expectedVersion\\")"}}},"dynatrace_add_problem_comment":{"id":"dynatrace_add_problem_comment","name":"Dynatrace Add Problem Comment","description":"Add a comment to a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.write scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem to comment on"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text of the comment"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Context of the comment, shown alongside the author (e.g., the source system)"}}},"dynatrace_add_tags":{"id":"dynatrace_add_tags","name":"Dynatrace Add Tags","description":"Add custom tags to every monitored entity an entity selector matches. Tags drive selectors, management zones, and alerting.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.write scope"},"entitySelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity selector for the entities to tag, e.g. type(\\"HOST\\"),tag(\\"env:staging\\")"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to add, as an array of objects with a key and an optional value (e.g. [{\\"key\\":\\"owner\\",\\"value\\":\\"platform\\"},{\\"key\\":\\"reviewed\\"}])"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression. Defaults to now-24h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"}}},"dynatrace_close_problem":{"id":"dynatrace_close_problem","name":"Dynatrace Close Problem","description":"Close a Dynatrace problem and record the closing comment.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.write scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem to close"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text of the closing comment"}}},"dynatrace_create_settings_object":{"id":"dynatrace_create_settings_object","name":"Dynatrace Create Settings Object","description":"Create a settings object — a maintenance window, alerting profile, management zone, or any other schema-backed configuration.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.write scope"},"schemaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schema of the object to create, e.g. builtin:alerting.maintenance-window. List Settings Schemas returns the available IDs"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope the object applies to, e.g. environment or an entity ID such as HOST-06F288EE2A930951"},"value":{"type":"json","required":true,"visibility":"user-or-llm","description":"The configuration itself. Its shape is defined by the schema — read an existing object of the same schema to see the expected fields"},"schemaVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema version to validate against. Defaults to the latest"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID to correlate the object with a system outside Dynatrace"},"validateOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Validate the payload without creating anything"}}},"dynatrace_create_slo":{"id":"dynatrace_create_slo","name":"Dynatrace Create SLO","description":"Create a service-level objective from a metric expression, target, and evaluation timeframe.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.write scope"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the SLO"},"target":{"type":"number","required":true,"visibility":"user-or-llm","description":"Target success rate as a percentage, e.g. 99.5"},"warning":{"type":"number","required":true,"visibility":"user-or-llm","description":"Warning threshold as a percentage. Must sit above the target, e.g. 99.8"},"timeframe":{"type":"string","required":true,"visibility":"user-or-llm","description":"Evaluation timeframe in Dynatrace notation, e.g. -1d, -1w, or now-30d"},"evaluationType":{"type":"string","required":true,"visibility":"user-or-llm","default":"AGGREGATE","description":"Evaluation type. AGGREGATE is the only value the API accepts"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the SLO"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the SLO is evaluated. Dynatrace defaults it to false"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity filter scoping the SLO, e.g. type(\\"SERVICE\\"),tag(\\"env:prod\\")"},"metricExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metric expression the SLO evaluates, e.g. (100)*(builtin:service.errors.total.successCount:splitBy())/(builtin:service.requestCount.total:splitBy())"},"metricName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for the SLO metric"},"burnRateVisualizationEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show the error-budget burn rate on the SLO"},"fastBurnThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Burn rate above which the SLO is considered fast-burning"}}},"dynatrace_delete_problem_comment":{"id":"dynatrace_delete_problem_comment","name":"Dynatrace Delete Problem Comment","description":"Delete a comment from a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.write scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem the comment belongs to"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to delete"}}},"dynatrace_delete_settings_object":{"id":"dynatrace_delete_settings_object","name":"Dynatrace Delete Settings Object","description":"Delete a settings object. Dynatrace cannot undo this.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.write scope"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the settings object to delete"},"updateToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token from Get Settings Object. When set, the delete fails if the object changed in the meantime"}}},"dynatrace_delete_slo":{"id":"dynatrace_delete_slo","name":"Dynatrace Delete SLO","description":"Delete a service-level objective.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.write scope"},"sloId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the SLO to delete"}}},"dynatrace_delete_tag":{"id":"dynatrace_delete_tag","name":"Dynatrace Delete Tag","description":"Remove a custom tag from every monitored entity an entity selector matches. Deletes one key-value pair, or every tag with the key.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.write scope"},"entitySelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity selector for the entities to untag, e.g. type(\\"HOST\\"),tag(\\"owner:old\\")"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Key of the tag to delete"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value of the tag to delete. Omit it and set Delete All With Key to remove every value of the key"},"deleteAllWithKey":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete every tag carrying the key, regardless of value"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression. Defaults to now-24h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"}}},"dynatrace_execute_synthetic_monitors":{"id":"dynatrace_execute_synthetic_monitors","name":"Dynatrace Execute Synthetic Monitors","description":"Trigger an on-demand batch execution of synthetic monitors, for gating a deploy on a smoke test. Returns a batch ID to poll.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with syntheticExecutions.write or ExternalSyntheticIntegration"},"monitors":{"type":"json","required":true,"visibility":"user-or-llm","description":"Monitors to run, as an array of objects with monitorId and optional locations and executionCount (e.g. [{\\"monitorId\\":\\"SYNTHETIC_TEST-123\\",\\"executionCount\\":1}]). Execution count caps at 10"},"processingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"STANDARD, DISABLE_PROBLEM_DETECTION, or EXECUTIONS_DETAILS_ONLY"},"failOnPerformanceIssue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Treat a performance threshold breach as a failure"},"stopOnProblem":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Stop the batch as soon as one monitor reports a problem"},"takeScreenshotsOnSuccess":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Capture screenshots for successful browser executions too"},"metadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Key-value metadata to attach to the batch, e.g. the release version. Max 64 pairs, 1024 characters each"}}},"dynatrace_get_attack":{"id":"dynatrace_get_attack","name":"Dynatrace Get Attack","description":"Get a single attack with its entry point, payload, attacker, and the vulnerability it exploited.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the attacks.read scope"},"attackId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the attack"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include, each prefixed with +. Defaults to all of them: +attackTarget, +request, +entrypoint, +vulnerability, +securityProblem, +attacker, +managementZones"}}},"dynatrace_get_audit_logs":{"id":"dynatrace_get_audit_logs","name":"Dynatrace Get Audit Logs","description":"Read the Dynatrace audit log — who changed which configuration, when, and whether it succeeded.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the auditLogs.read scope"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Audit log filter, e.g. eventType(\\"UPDATE\\"),user(\\"someone@example.com\\"),category(\\"CONFIG\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-1d. Defaults to now-2w"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"timestamp for oldest first, or -timestamp for newest first (default)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Entries per page (max 5000, default 1000)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_get_entity":{"id":"dynatrace_get_entity","name":"Dynatrace Get Entity","description":"Get the properties, tags, management zones, and relationships of a single monitored entity.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"entityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the entity (e.g., HOST-06F288EE2A930951)"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-3d. Defaults to now-3d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated additional entity properties to include (e.g. +lastSeenTms,+properties.BITNESS)"}}},"dynatrace_get_event":{"id":"dynatrace_get_event","name":"Dynatrace Get Event","description":"Get the full details of a single Dynatrace event.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the events.read scope"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the event"}}},"dynatrace_get_metric":{"id":"dynatrace_get_metric","name":"Dynatrace Get Metric Descriptor","description":"Get the descriptor of a single Dynatrace metric — its unit, dimensions, supported aggregations, and transformations.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.read scope"},"metricKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Metric key, optionally followed by transformation operators separated by a colon (e.g. builtin:host.cpu.usage)"}}},"dynatrace_get_problem":{"id":"dynatrace_get_problem","name":"Dynatrace Get Problem","description":"Get the full details of a single Dynatrace problem, including root cause, affected entities, and optionally its evidence and impact analysis.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem (e.g., -1234567890123456789_1700000000000V2)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include. Defaults to all of them: evidenceDetails, impactAnalysis, recentComments"}}},"dynatrace_get_problem_comment":{"id":"dynatrace_get_problem_comment","name":"Dynatrace Get Problem Comment","description":"Get a single comment on a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem the comment belongs to"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment"}}},"dynatrace_get_security_problem":{"id":"dynatrace_get_security_problem","name":"Dynatrace Get Security Problem","description":"Get a single vulnerability with its description, remediation guidance, affected entities, and risk assessment.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.read scope"},"securityProblemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the security problem"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include, each prefixed with +. Defaults to every detail property: +riskAssessment, +managementZones, +codeLevelVulnerabilityDetails, +globalCounts, +filteredCounts, +description, +remediationDescription, +events, +vulnerableComponents, +affectedEntities, +exposedEntities, +reachableDataAssets, +relatedEntities, +relatedContainerImages, +relatedAttacks, +entryPoints"},"managementZoneFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict the counts to management zones, e.g. names(\\"Production\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-24h. Defaults to the last 24 hours"}}},"dynatrace_get_settings_object":{"id":"dynatrace_get_settings_object","name":"Dynatrace Get Settings Object","description":"Get a single settings object with its value and its update token. Read it before updating so the token can guard against a concurrent change.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.read scope"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the settings object"}}},"dynatrace_get_slo":{"id":"dynatrace_get_slo","name":"Dynatrace Get SLO","description":"Get a single service-level objective with its evaluated attainment, error budget, and burn rate.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.read scope"},"sloId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the SLO"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the evaluation timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d. Defaults to now-2w"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the evaluation timeframe in the same formats as From. Defaults to now"},"timeFrame":{"type":"string","required":false,"visibility":"user-or-llm","description":"CURRENT evaluates the SLO over its own timeframe; GTF evaluates over the From/To range"}}},"dynatrace_get_synthetic_batch":{"id":"dynatrace_get_synthetic_batch","name":"Dynatrace Get Synthetic Batch","description":"Get the status and failures of an on-demand synthetic batch execution. Poll it after triggering to gate a deploy on the result.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with syntheticExecutions.read, ReadSyntheticData, or ExternalSyntheticIntegration"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Batch ID returned by Execute Synthetic Monitors"}}},"dynatrace_ingest_event":{"id":"dynatrace_ingest_event","name":"Dynatrace Ingest Event","description":"Push an event into Dynatrace — a deployment marker, custom annotation, or custom alert — attached to the entities matched by an entity selector.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the events.ingest scope"},"eventType":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of AVAILABILITY_EVENT, CUSTOM_ALERT, CUSTOM_ANNOTATION, CUSTOM_CONFIGURATION, CUSTOM_DEPLOYMENT, CUSTOM_INFO, ERROR_EVENT, MARKED_FOR_TERMINATION, PERFORMANCE_EVENT, RESOURCE_CONTENTION_EVENT, WARNING"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the event"},"entitySelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity selector for the entities to attach the event to. Defaults to the environment entity"},"startTime":{"type":"number","required":false,"visibility":"user-or-llm","description":"Event start in UTC milliseconds. Defaults to now"},"endTime":{"type":"number","required":false,"visibility":"user-or-llm","description":"Event end in UTC milliseconds. Defaults to the start time plus the timeout"},"eventTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minutes the event stays open when no end time is given. Defaults to 15, capped at 360"},"properties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Event properties as a key-value object. Max 100 entries, keys up to 100 and values up to 4096 characters"}}},"dynatrace_ingest_logs":{"id":"dynatrace_ingest_logs","name":"Dynatrace Ingest Logs","description":"Push log events into Dynatrace. Accepts a single log event object or an array of them.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the logs.ingest scope"},"logs":{"type":"json","required":true,"visibility":"user-or-llm","description":"A log event object, or an array of them. Recognized keys are content, timestamp, and severity; any other key becomes a custom attribute (e.g. [{\\"content\\":\\"Deploy finished\\",\\"severity\\":\\"info\\",\\"service\\":\\"checkout\\"}])"}}},"dynatrace_ingest_metrics":{"id":"dynatrace_ingest_metrics","name":"Dynatrace Ingest Metrics","description":"Push custom metric data points into Dynatrace using the metric line protocol, one data point per line.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.ingest scope"},"payload":{"type":"string","required":true,"visibility":"user-or-llm","description":"Metric line protocol payload, one data point per line, max 1 MB (e.g. cpu.temperature,dt.entity.host=HOST-06F288EE2A930951,cpu=1 55)"}}},"dynatrace_list_attacks":{"id":"dynatrace_list_attacks","name":"Dynatrace List Attacks","description":"List runtime attacks Dynatrace Application Protection detected — injection attempts, their source, and whether they were blocked.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the attacks.read scope"},"attackSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attack selector, e.g. state(\\"EXPLOITED\\"),attackType(\\"SQL_INJECTION\\"),technology(\\"JAVA\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d. Defaults to now-30d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include: +attackTarget, +request, +entrypoint, +vulnerability, +securityProblem, +attacker, +managementZones, +affectedEntities"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by displayId, displayName, attackType, state, sourceIp, requestPath, or timestamp with a + or - prefix"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Attacks per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_entities":{"id":"dynatrace_list_entities","name":"Dynatrace List Entities","description":"List monitored entities — hosts, services, applications, Kubernetes workloads — matching an entity selector.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"entitySelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity selector defining the scope, e.g. type(\\"HOST\\"),tag(\\"env:prod\\") or entityId(\\"HOST-06F288EE2A930951\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-3d. Defaults to now-3d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated additional entity properties to include (e.g. +lastSeenTms,+properties.BITNESS,+tags)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by display name: +displayName ascending or -displayName descending"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Entities per page (default 50)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_entity_types":{"id":"dynatrace_list_entity_types","name":"Dynatrace List Entity Types","description":"List the monitored entity types available in the environment, with the properties and relationships each supports. Use it to build valid entity selectors.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Entity types per page (max 500, default 50)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. Page size is ignored when it is set"}}},"dynatrace_list_events":{"id":"dynatrace_list_events","name":"Dynatrace List Events","description":"List events — deployments, availability changes, alerts, custom annotations — in a Dynatrace environment.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the events.read scope"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-1d. Defaults to now-2h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"eventSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event selector, e.g. eventType(\\"CUSTOM_DEPLOYMENT\\"),status(\\"OPEN\\"),correlationId(\\"build-42\\")"},"entitySelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity selector scoping the result, e.g. type(\\"SERVICE\\"),tag(\\"env:prod\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Events per page (max 1000, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_metrics":{"id":"dynatrace_list_metrics","name":"Dynatrace List Metrics","description":"Discover the metrics available in a Dynatrace environment, filtered by metric selector, free text, or metadata.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.read scope"},"metricSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metric selector, supporting wildcards (e.g. builtin:host.cpu.*)"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across metric display names and descriptions"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated descriptor properties. Prefix with + to add a non-default property and - to drop a default one; metricId is always returned (e.g. +aggregationTypes,-description)"},"writtenSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only metrics written since this point, as UTC milliseconds, ISO 8601, or a relative expression such as now-7d"},"writtenSinceMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"INCLUDE (default) keeps metrics written since Written Since; EXCLUDE keeps the ones not written since then"},"metadataSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Metadata selector, e.g. unit(\\"Percent\\"),tags(\\"dashboard\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Metrics per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_problem_comments":{"id":"dynatrace_list_problem_comments","name":"Dynatrace List Problem Comments","description":"List the comments recorded on a Dynatrace problem.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"problemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the problem whose comments should be listed"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Comments per page (max 500, default 10)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. Page size is ignored when it is set"}}},"dynatrace_list_problems":{"id":"dynatrace_list_problems","name":"Dynatrace List Problems","description":"List Davis-detected problems in a Dynatrace environment, filtered by timeframe, problem selector, or entity selector.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the problems.read scope"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-1d. Defaults to now-2h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"problemSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Problem selector, e.g. status(\\"open\\"),severityLevel(\\"AVAILABILITY\\"),impactLevel(\\"SERVICES\\")"},"entitySelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity selector scoping the result, e.g. type(\\"HOST\\"),tag(\\"env:prod\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: status, startTime, or relevance, each optionally prefixed with + or - (e.g. -startTime)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include: evidenceDetails, impactAnalysis, recentComments"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Problems per page (max 500, default 50)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_remediation_items":{"id":"dynatrace_list_remediation_items","name":"Dynatrace List Remediation Items","description":"List the remediation items of a third-party vulnerability — the components to upgrade, their affected entities, and their mute state.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.read scope"},"securityProblemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the third-party security problem"},"remediationItemSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Remediation item selector, e.g. vulnerabilityState(\\"VULNERABLE\\"),muted(\\"false\\"),exposure(\\"PUBLIC_NETWORK\\")"}}},"dynatrace_list_security_problems":{"id":"dynatrace_list_security_problems","name":"Dynatrace List Security Problems","description":"List vulnerabilities detected by Dynatrace Application Security, filtered by risk level, status, CVE, or technology.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.read scope"},"securityProblemSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Security problem selector, e.g. status(\\"OPEN\\"),riskLevel(\\"CRITICAL\\"),technology(\\"JAVA\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d. Defaults to now-30d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated optional properties to include: +riskAssessment, +managementZones, +codeLevelVulnerabilityDetails, +globalCounts"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by a field with a + or - prefix, e.g. -riskAssessment.riskScore"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Security problems per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_settings_objects":{"id":"dynatrace_list_settings_objects","name":"Dynatrace List Settings Objects","description":"List settings objects — the configuration behind maintenance windows, alerting profiles, management zones, and anomaly detection.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.read scope"},"schemaIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated schema IDs, e.g. builtin:alerting.profile"},"scopes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated scopes, e.g. environment or HOST-06F288EE2A930951"},"externalIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated external IDs"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to include: objectId, value, schemaId, schemaVersion, scope, author, modified, updateToken, created, externalId, summary, searchSummary"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter expression over created, modified, createdBy, modifiedBy, or value"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort expression, e.g. -modified"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Objects per page (max 500, default 100)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_settings_schemas":{"id":"dynatrace_list_settings_schemas","name":"Dynatrace List Settings Schemas","description":"List the settings schemas available in the environment. Use it to find the schema ID for a configuration type such as builtin:alerting.profile.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the settings.read scope"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to include: schemaId, displayName, maturity, latestSchemaVersion, multiObject, ordered, ownerBasedAccessControl"}}},"dynatrace_list_slos":{"id":"dynatrace_list_slos","name":"Dynatrace List SLOs","description":"List service-level objectives with their current attainment, error budget, and burn rate.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the slo.read scope"},"sloSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"SLO selector, e.g. healthState(\\"WARNING\\"),text(\\"checkout\\"),problems(\\"true\\"). Combine criteria with commas"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the evaluation timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-7d"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the evaluation timeframe in the same formats as From. Defaults to now"},"timeFrame":{"type":"string","required":false,"visibility":"user-or-llm","description":"CURRENT evaluates each SLO over its own timeframe; GTF evaluates over the From/To range"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by name: name ascending or -name descending"},"enabledSlos":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by enabled state: true, false, or all"},"evaluate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Evaluate each SLO and include its calculated values"},"showGlobalSlos":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include SLOs that are not scoped to a management zone"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"SLOs per page (max 10000, default 10)"},"nextPageKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for the next page. All other filters are ignored when it is set"}}},"dynatrace_list_synthetic_monitors":{"id":"dynatrace_list_synthetic_monitors","name":"Dynatrace List Synthetic Monitors","description":"List synthetic monitors and their IDs. Use it to find the monitor IDs to feed into an on-demand execution.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with one of ReadSyntheticData, DataExport, or ExternalSyntheticIntegration"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by monitor type: BROWSER or HTTP"},"enabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to enabled (true) or disabled (false) monitors"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to monitors assigned to a synthetic location"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by tag. Comma-separate to require several tags"},"managementZone":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter to monitors in a management zone, by numeric zone ID"}}},"dynatrace_list_tags":{"id":"dynatrace_list_tags","name":"Dynatrace List Tags","description":"List the custom tags applied to the monitored entities an entity selector matches.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the entities.read scope"},"entitySelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity selector for the entities to read tags from, e.g. type(\\"HOST\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression. Defaults to now-24h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. Defaults to now"}}},"dynatrace_mute_security_problem":{"id":"dynatrace_mute_security_problem","name":"Dynatrace Mute Security Problem","description":"Mute a single Dynatrace vulnerability with a reason, for triaging false positives or accepted risk.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.write scope"},"securityProblemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the security problem to mute"},"reason":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of CONFIGURATION_NOT_AFFECTED, FALSE_POSITIVE, IGNORE, OTHER, VULNERABLE_CODE_NOT_IN_USE"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Explanation recorded alongside the mute"}}},"dynatrace_mute_security_problems":{"id":"dynatrace_mute_security_problems","name":"Dynatrace Mute Security Problems","description":"Mute several Dynatrace vulnerabilities at once with a shared reason, for bulk triage.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the securityProblems.write scope"},"securityProblemIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Security problem IDs to mute, comma-separated or as a JSON array"},"reason":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of CONFIGURATION_NOT_AFFECTED, FALSE_POSITIVE, IGNORE, OTHER, VULNERABLE_CODE_NOT_IN_USE"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Explanation recorded against every muted problem"}}},"dynatrace_query_metrics":{"id":"dynatrace_query_metrics","name":"Dynatrace Query Metrics","description":"Read metric data points from Dynatrace using a metric selector, with optional entity and management-zone scoping.","version":"1.0.0","params":{"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace environment URL (e.g., https://abc12345.live.dynatrace.com, or https://your-activegate:9999/e/abc12345 for Managed)"},"apiToken":{"type":"string","required":true,"visibility":"user-only","description":"Dynatrace access token (dt0c01...) with the metrics.read scope"},"metricSelector":{"type":"string","required":true,"visibility":"user-or-llm","description":"Metric selector, up to 10 metrics comma-separated, with optional transformations after a colon (e.g. builtin:host.cpu.usage:avg:names)"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the timeframe as UTC milliseconds, ISO 8601, or a relative expression such as now-2h. Defaults to now-2h"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the timeframe in the same formats as From. 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Default: 10"},"text":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the full text of the similar pages"},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"excludeSourceDomain":{"type":"boolean","required":false,"visibility":"user-only","description":"Exclude the source domain from results (default: false)"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_get_contents":{"id":"exa_get_contents","name":"Exa Get Contents","description":"Retrieve the contents of webpages using Exa AI. Returns the title, text content, and optional summaries for each URL.","version":"2.0.0","params":{"urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to retrieve content from (1-100). Provide either urls or ids, not both."},"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of result IDs from a prior Exa search (1-100). Provide either urls or ids, not both."},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, returns full page text with default settings. If false, disables text return."},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include an AI-generated summary of each page (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to guide the summary generation"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl from the provided URLs (0-100)"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,tutorial,about\\")"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each page (0-1000). Default: 0"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_search":{"id":"exa_search","name":"Exa Search","description":"Search the web using Exa AI. Returns relevant search results with titles, URLs, and text snippets.","version":"2.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-100). Default: 10"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: \\"instant\\", \\"fast\\", \\"auto\\", \\"deep-lite\\", \\"deep\\", or \\"deep-reasoning\\". Default: \\"auto\\""},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"Include full text content in results (default: false)"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to focus the generated summaries on a specific question"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl per result (0-100). Default: 0"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,pricing,about\\")"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each result page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each result page (0-1000). Default: 0"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing a synthesized answer to build from the results. Returned in structuredOutput."},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional guidance for generating the synthesized output"},"userLocation":{"type":"string","required":false,"visibility":"user-only","description":"Two-letter ISO country code to localize results (e.g., \\"US\\")"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"startPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or after this ISO 8601 date (e.g., \\"2024-01-01\\" or \\"2024-01-01T00:00:00.000Z\\")"},"endPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or before this ISO 8601 date"},"startCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use startPublishedDate. Only include results crawled on or after this ISO 8601 date"},"endCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use endPublishedDate. Only include results crawled on or before this ISO 8601 date"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"extend_parser":{"id":"extend_parser","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed"},"file":{"type":"file","required":false,"visibility":"user-only","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"extend_parser_v2":{"id":"extend_parser_v2","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"file":{"type":"file","required":true,"visibility":"user-only","description":"Document to be processed"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"fathom_get_summary":{"id":"fathom_get_summary","name":"Fathom Get Summary","description":"Get the call summary for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_get_transcript":{"id":"fathom_get_transcript","name":"Fathom Get Transcript","description":"Get the full transcript for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_list_meeting_types":{"id":"fathom_list_meeting_types","name":"Fathom List Meeting Types","description":"List meeting types configured in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_meetings":{"id":"fathom_list_meetings","name":"Fathom List Meetings","description":"List recent meetings recorded by the user or shared to their team.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"includeSummary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting summary (true/false)"},"includeTranscript":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting transcript (true/false)"},"includeActionItems":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include action items (true/false)"},"includeCrmMatches":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include linked CRM matches (true/false)"},"includeHighlights":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting highlights (true/false)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created after this ISO 8601 timestamp"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created before this ISO 8601 timestamp"},"recordedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by recorder email address"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by team name"},"meetingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by meeting type name"},"calendarInviteesDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by calendar invitee company domain (exact match)"},"calendarInviteesDomainsType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invitee domain type: all, only_internal, or one_or_more_external"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_team_members":{"id":"fathom_list_team_members","name":"Fathom List Team Members","description":"List team members in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team name to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_teams":{"id":"fathom_list_teams","name":"Fathom List Teams","description":"List teams in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"file_append":{"id":"file_append","name":"File Append","description":"Append content to an existing workspace file. The file must already exist. Content is added to the end of the file.","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of an existing workspace file to append to."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to append to the file."}}},"file_compress":{"id":"file_compress","name":"File Compress","description":"Compress one or more workspace files into a single .zip archive stored in the workspace, for bundling files to download, transfer, or store. Preserves the workspace folder structure of the selected files.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."},"archiveName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the .zip archive (e.g., \\"documents.zip\\"). Defaults to the source file name when compressing a single file, otherwise \\"archive.zip\\"."}}},"file_decompress":{"id":"file_decompress","name":"File Decompress","description":"Extract the contents of a .zip archive into the workspace, preserving the archive folder structure.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID of the .zip archive to extract."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected .zip archive file object."}}},"file_fetch":{"id":"file_fetch","name":"File Fetch","description":"Fetch and parse a file from a URL with optional custom headers.","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"},"headers":{"type":"object","required":false,"visibility":"user-or-llm","description":"HTTP headers to include when fetching URL-based files."}}},"file_get":{"id":"file_get","name":"File Get","description":"Get a workspace file object from a selected file or canonical workspace file ID.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_get_content":{"id":"file_get_content","name":"File Get Content","description":"Extract the text content of one or more workspace files from selected file objects or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."}}},"file_manage_sharing":{"id":"file_manage_sharing","name":"Manage Sharing","description":"Enable or disable the public share link for a workspace file, and set its access mode (public, password, email, or SSO). Idempotent: the public link stays stable across changes.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical ID of the workspace file to update sharing for."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object (from the file picker)."},"isActive":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the public link is enabled. Set to false to make the file private."},"authType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access mode for the link: \\"public\\", \\"password\\", \\"email\\", or \\"sso\\". Defaults to \\"public\\"."},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password to protect the link. Required when authType is \\"password\\"."},"allowedEmails":{"type":"array","required":false,"visibility":"user-or-llm","description":"Allowed emails or \\"@domain\\" patterns. Required when authType is \\"email\\" or \\"sso\\"."}}},"file_parser":{"id":"file_parser","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v2":{"id":"file_parser_v2","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"2.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v3":{"id":"file_parser_v3","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"3.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_read":{"id":"file_read","name":"File Read","description":"Read workspace file objects from selected files or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_write":{"id":"file_write","name":"File Write","description":"Create a new workspace file. If a file with the same name already exists, a numeric suffix is added (e.g., \\"data (1).csv\\").","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"File name (e.g., \\"data.csv\\"). If a file with this name exists, a numeric suffix is added automatically."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to write to the file."},"contentType":{"type":"string","required":false,"visibility":"user-only","description":"MIME type for new files (e.g., \\"text/plain\\"). Auto-detected from file extension if omitted."}}},"findymail_find_email_from_linkedin":{"id":"findymail_find_email_from_linkedin","name":"Findymail Find Email From LinkedIn","description":"Find someone\'s email from a LinkedIn profile URL or username. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_email_from_name":{"id":"findymail_find_email_from_name","name":"Findymail Find Email From Name","description":"Find someone\'s email from their name and a company domain or company name. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (preferred) or company name (e.g., stripe.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_emails_by_domain":{"id":"findymail_find_emails_by_domain","name":"Findymail Find Emails By Domain","description":"Find verified contacts at a given domain matching one or more target roles (max 3 roles). Limited to 5 concurrent synchronous requests.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"roles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target roles at the company (max 3, e.g., [\\"CEO\\", \\"Founder\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_employees":{"id":"findymail_find_employees","name":"Findymail Find Employees","description":"Find employees at a company by website and target job titles. Uses 1 credit per found contact. Does not return email addresses.","version":"1.0.0","params":{"website":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company website or domain (e.g., google.com)"},"job_titles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target job titles to search for (max 10, e.g., [\\"Software Engineer\\", \\"CEO\\"])","items":{"type":"string"}},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (max 5, default 1)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_phone":{"id":"findymail_find_phone","name":"Findymail Find Phone","description":"Find someone\'s phone number from a LinkedIn profile URL. Uses 10 finder credits if a phone is found. EU citizens are excluded for legal reasons.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_company":{"id":"findymail_get_company","name":"Findymail Get Company","description":"Retrieve company information from a LinkedIn URL, domain, or company name. Uses 1 finder credit per successful response.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company LinkedIn URL (e.g., https://www.linkedin.com/company/stripe/)"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., Stripe)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_credits":{"id":"findymail_get_credits","name":"Findymail Get Credits","description":"Retrieve the remaining finder and verifier credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_lookup_technologies":{"id":"findymail_lookup_technologies","name":"Findymail Lookup Technologies","description":"Get the technology stack for a company by domain. Optionally filter by technology names. 1 finder credit if technologies are found, free otherwise.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain to look up (e.g., stripe.com)"},"technologies":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by technology names, case-insensitive (e.g., [\\"React\\", \\"TypeScript\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_reverse_email_lookup":{"id":"findymail_reverse_email_lookup","name":"Findymail Reverse Email Lookup","description":"Find a business profile from an email address. Uses 1 finder credit if a profile is found, 2 credits if returning full profile data.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Work or personal email address to look up"},"with_profile":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return enriched profile metadata (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_search_technologies":{"id":"findymail_search_technologies","name":"Findymail Search Technologies","description":"Search the technology catalog by name. Returns up to 25 technologies. Free endpoint, rate limited to 10 requests per minute.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search term (min 2 characters, e.g., \\"React\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_verify_email":{"id":"findymail_verify_email","name":"Findymail Verify Email","description":"Verifies the deliverability of an email address. Uses one verifier credit.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john@example.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"firecrawl_agent":{"id":"firecrawl_agent","name":"Firecrawl Agent","description":"Autonomous web data extraction agent. 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Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users_v2":{"id":"github_search_users_v2","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. 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The workflow must have a workflow_dispatch trigger configured. 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Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_branch_protection_v2":{"id":"github_update_branch_protection_v2","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_comment":{"id":"github_update_comment","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_comment_v2":{"id":"github_update_comment_v2","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_file":{"id":"github_update_file","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. 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Can update title, description, visibility (public), or status (closed). 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Can update title, description, visibility (public), or status (closed). 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Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_add_member":{"id":"gitlab_add_member","name":"GitLab Add Member","description":"Add an existing GitLab user to a project or group at a given access level","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Provide either userId or username."},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"}}},"gitlab_add_saml_group_link":{"id":"gitlab_add_saml_group_link","name":"GitLab Add SAML Group Link","description":"Add a SAML group link that maps an identity-provider group to a GitLab group at a given access level (GitLab Premium/Ultimate)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token with group Owner rights"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the new branch"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source branch/tag/SHA"}}},"gitlab_create_file":{"id":"gitlab_create_file","name":"GitLab Create File","description":"Create a new file in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch to commit the new file to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"File content"},"startBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the base branch to create the target branch from, if it does not exist"},"authorName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author name (defaults to the token user)"},"authorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author email (defaults to the token user)"},"executeFilemode":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable the execute flag on the file"},"commitMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message"}}},"gitlab_create_issue":{"id":"gitlab_create_issue","name":"GitLab Create Issue","description":"Create a new issue in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Issue title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue description (Markdown supported)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"confidential":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the issue is confidential"}}},"gitlab_create_issue_note":{"id":"gitlab_create_issue_note","name":"GitLab Create Issue Comment","description":"Add a comment to a GitLab issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body (Markdown supported)"},"internal":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the comment as an internal note visible only to project members"}}},"gitlab_create_merge_request":{"id":"gitlab_create_merge_request","name":"GitLab Create Merge Request","description":"Create a new merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"sourceBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source branch name"},"targetBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target branch name"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Merge request description (Markdown supported)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft (applied via the \\"Draft:\\" title prefix)"}}},"gitlab_create_merge_request_note":{"id":"gitlab_create_merge_request_note","name":"GitLab Create Merge Request Comment","description":"Add a comment to a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body (Markdown supported)"},"internal":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the comment as an internal note visible only to project members"}}},"gitlab_create_pipeline":{"id":"gitlab_create_pipeline","name":"GitLab Create Pipeline","description":"Trigger a new pipeline in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch or tag to run the pipeline on"},"variables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of variables for the pipeline (each with key, value, and optional variable_type)"},"inputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pipeline inputs as a key/value object (for pipelines with spec:inputs)"}}},"gitlab_create_release":{"id":"gitlab_create_release","name":"GitLab Create Release","description":"Create a new release in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Git tag for the release"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The release name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Release description/notes (Markdown supported)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit SHA, branch, or tag to create the tag from if it does not already exist"},"releasedAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date for an upcoming or historical release"},"tagMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Annotation message to use if creating a new annotated tag"},"assetLinks":{"type":"array","required":false,"visibility":"user-or-llm","description":"Release asset links: array of objects with name, url, and optional link_type (other, runbook, image, package)"},"milestones":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of milestone titles to associate with the release"}}},"gitlab_create_user":{"id":"gitlab_create_user","name":"GitLab Create User","description":"Create a new GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s email address"},"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s username"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s display name"},"password":{"type":"string","required":false,"visibility":"user-only","description":"The user\'s password. Omit and set resetPassword to email a reset link instead."},"resetPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send the user a password reset link instead of setting a password"},"forceRandomPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set a random password without emailing a reset link (useful for SSO-only accounts). One of password, resetPassword, or forceRandomPassword is required."},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new user is an administrator"},"skipConfirmation":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip email confirmation for the new user"}}},"gitlab_deactivate_user":{"id":"gitlab_deactivate_user","name":"GitLab Deactivate User","description":"Deactivate a dormant GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_delete_branch":{"id":"gitlab_delete_branch","name":"GitLab Delete Branch","description":"Delete a branch from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the branch to delete"}}},"gitlab_delete_issue":{"id":"gitlab_delete_issue","name":"GitLab Delete Issue","description":"Delete an issue from a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"}}},"gitlab_delete_saml_group_link":{"id":"gitlab_delete_saml_group_link","name":"GitLab Delete SAML Group Link","description":"Delete a SAML group link from a GitLab group (GitLab Premium/Ultimate)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token with group Owner rights"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"},"samlGroupName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the SAML group link to delete"},"provider":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider name of the link to delete. Required when multiple links share the same SAML group name."}}},"gitlab_delete_user":{"id":"gitlab_delete_user","name":"GitLab Delete User","description":"Delete a GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete"},"hardDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, contributions, personal projects, AND groups owned solely by this user are deleted rather than moved to a Ghost User"}}},"gitlab_delete_user_identity":{"id":"gitlab_delete_user_identity","name":"GitLab Delete User Identity","description":"Delete a user\'s authentication identity (e.g. SAML or LDAP). Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"The external identity provider name (e.g. saml, ldapmain)"}}},"gitlab_deny_access_request":{"id":"gitlab_deny_access_request","name":"GitLab Deny Access Request","description":"Deny (delete) a pending access request for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The user ID of the access requester"}}},"gitlab_get_file":{"id":"gitlab_get_file","name":"GitLab Get File","description":"Get the contents of a file from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA"}}},"gitlab_get_group":{"id":"gitlab_get_group","name":"GitLab Get Group","description":"Get details of a specific GitLab group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. mygroup or parent/subgroup)"}}},"gitlab_get_issue":{"id":"gitlab_get_issue","name":"GitLab Get Issue","description":"Get details of a specific GitLab issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number within the project (the # shown in GitLab UI)"}}},"gitlab_get_job_log":{"id":"gitlab_get_job_log","name":"GitLab Get Job Log","description":"Get the log (trace) of a GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"}}},"gitlab_get_merge_request":{"id":"gitlab_get_merge_request","name":"GitLab Get Merge Request","description":"Get details of a specific GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_merge_request_changes":{"id":"gitlab_get_merge_request_changes","name":"GitLab Get Merge Request Changes","description":"Get the file changes (diffs) of a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_pipeline":{"id":"gitlab_get_pipeline","name":"GitLab Get Pipeline","description":"Get details of a specific GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_get_project":{"id":"gitlab_get_project","name":"GitLab Get Project","description":"Get details of a specific GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject) (e.g., \\"namespace/project\\")"}}},"gitlab_invite_member":{"id":"gitlab_invite_member","name":"GitLab Invite Member","description":"Invite a person to a GitLab project or group by email address","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to invite (comma-separated for multiple)"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"},"inviteSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Identifier recorded as the source of the invitation (for attribution)"}}},"gitlab_list_access_requests":{"id":"gitlab_list_access_requests","name":"GitLab List Access Requests","description":"List pending access requests for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_branches":{"id":"gitlab_list_branches","name":"GitLab List Branches","description":"List branches in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter branches by name"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_commits":{"id":"gitlab_list_commits","name":"GitLab List Commits","description":"List commits in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"refName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or revision range to list commits from"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits after this ISO 8601 date"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits before this ISO 8601 date"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits affecting this file path"},"author":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter commits by author"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_groups":{"id":"gitlab_list_groups","name":"GitLab List Groups","description":"List GitLab groups accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to groups owned by the current user"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search groups by name or path"},"topLevelOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to top-level groups, excluding subgroups"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility: public, internal, or private"},"minAccessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only groups where the current user has at least this access level, as an integer (e.g. 30 for Developer). Valid values: 5, 10, 15, 20, 25, 30, 40, 50."},"allAvailable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include all groups the user can access, not only groups they are a member of (ignored when owned or a minimum access level is set)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (name, path, id, similarity). similarity requires a search term."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_invitations":{"id":"gitlab_list_invitations","name":"GitLab List Invitations","description":"List pending email invitations for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter invitations by invited email"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_issues":{"id":"gitlab_list_issues","name":"GitLab List Issues","description":"List issues in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter by assignee user ID"},"milestoneTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by milestone title"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search issues by title and description"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, priority, due_date, relative_position, label_priority, milestone_due, popularity, weight)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_members":{"id":"gitlab_list_members","name":"GitLab List Members","description":"List members of a GitLab project or group. Includes members inherited from ancestor groups by default.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"directOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns only direct members. Defaults to false, which also returns members inherited from ancestor groups."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter members by name, email, or username"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter the results to"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter inherited-member results by state: \'awaiting\' or \'active\' (Premium/Ultimate; only applies when inherited members are included)"},"showSeatInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include seat information for each member"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_merge_requests":{"id":"gitlab_list_merge_requests","name":"GitLab List Merge Requests","description":"List merge requests in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, locked, merged, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"sourceBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source branch"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by target branch"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, merged_at, priority, label_priority, milestone_due, popularity, title)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipeline_jobs":{"id":"gitlab_list_pipeline_jobs","name":"GitLab List Pipeline Jobs","description":"List jobs for a GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by scope (e.g. created, running, success, failed)"},"includeRetried":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include retried jobs"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipelines":{"id":"gitlab_list_pipelines","name":"GitLab List Pipelines","description":"List pipelines in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ref (branch or tag)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status (created, waiting_for_resource, preparing, pending, running, success, failed, canceling, canceled, skipped, manual, scheduled, waiting_for_callback)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, status, ref, updated_at, user_id)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_projects":{"id":"gitlab_list_projects","name":"GitLab List Projects","description":"List GitLab projects accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects owned by the current user"},"membership":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects the current user is a member of"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search projects by name"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility (public, internal, private)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, name, path, created_at, updated_at, last_activity_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_releases":{"id":"gitlab_list_releases","name":"GitLab List Releases","description":"List releases in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (released_at, created_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_repository_tree":{"id":"gitlab_list_repository_tree","name":"GitLab List Repository Tree","description":"List files and directories in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path inside the repository to list"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA to list from"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to list files recursively"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_saml_group_links":{"id":"gitlab_list_saml_group_links","name":"GitLab List SAML Group Links","description":"List SAML group links for a GitLab group. Use this to detect whether a group is governed by SAML group sync before provisioning members.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"}}},"gitlab_list_user_memberships":{"id":"gitlab_list_user_memberships","name":"GitLab List User Memberships","description":"List a user\'s project and group memberships. Requires an administrator access token (GET /users/:id/memberships is admin-only). For a non-admin path, iterate List Members on each project or group instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token (must belong to an administrator)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user whose memberships to list"},"membershipType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source: \'Project\' or \'Namespace\' (group). Omit for all memberships."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_merge_merge_request":{"id":"gitlab_merge_merge_request","name":"GitLab Merge Merge Request","description":"Merge a merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"mergeCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom merge commit message"},"squashCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom squash commit message"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits before merging"},"shouldRemoveSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"mergeWhenPipelineSucceeds":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Merge when pipeline succeeds"}}},"gitlab_play_job":{"id":"gitlab_play_job","name":"GitLab Play Job","description":"Trigger (play) a manual GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"},"jobVariables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Variables for the manual job (array of objects with key and value)"}}},"gitlab_reject_user":{"id":"gitlab_reject_user","name":"GitLab Reject User","description":"Reject a GitLab user whose signup is pending administrator approval","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_remove_member":{"id":"gitlab_remove_member","name":"GitLab Remove Member","description":"Remove a member from a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to remove"},"skipSubresources":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip deleting the member from subgroups and projects below the target (defaults to false)"},"unassignIssuables":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unassign the member from all issues and merge requests in the target (defaults to false)"}}},"gitlab_retry_pipeline":{"id":"gitlab_retry_pipeline","name":"GitLab Retry Pipeline","description":"Retry a failed GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_revoke_invitation":{"id":"gitlab_revoke_invitation","name":"GitLab Revoke Invitation","description":"Revoke a pending email invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to revoke"}}},"gitlab_search_users":{"id":"gitlab_search_users","name":"GitLab Search Users","description":"Search for GitLab users by name, username, or email. Email matches must be exact; private emails match only with an admin token. Use this to resolve an email to a user ID before adding a member.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name, username, or email to search for"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_unban_user":{"id":"gitlab_unban_user","name":"GitLab Unban User","description":"Unban a previously banned GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_unblock_user":{"id":"gitlab_unblock_user","name":"GitLab Unblock User","description":"Unblock a previously blocked GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_update_file":{"id":"gitlab_update_file","name":"GitLab Update File","description":"Update an existing file in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch to commit the update to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content"},"startBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the base branch to create the target branch from, if it does not exist"},"authorName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author name (defaults to the token user)"},"authorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author email (defaults to the token user)"},"executeFilemode":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable or disable the execute flag on the file"},"commitMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message"},"lastCommitId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last known commit ID for the file (optimistic locking)"}}},"gitlab_update_invitation":{"id":"gitlab_update_invitation","name":"GitLab Update Invitation","description":"Update a pending invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to update"},"accessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"New access level: 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date (ISO 8601, e.g. 2026-12-31T00:00:00Z; date-only also accepted). At least one of accessLevel or expiresAt must be provided."}}},"gitlab_update_issue":{"id":"gitlab_update_issue","name":"GitLab Update Issue","description":"Update an existing issue in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description (Markdown supported)"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"confidential":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the issue is confidential"}}},"gitlab_update_member":{"id":"gitlab_update_member","name":"GitLab Update Member","description":"Update a member\'s access level in a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to update"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"New access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format. Pass an empty string to clear an existing expiration."},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only). Warning: when omitted, GitLab removes any custom role the member currently holds."}}},"gitlab_update_merge_request":{"id":"gitlab_update_merge_request","name":"GitLab Update Merge Request","description":"Update an existing merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to read (e.g., 18f1a2b3c4d5e6f7)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder/label to read emails from (e.g., INBOX, SENT, DRAFT, TRASH, SPAM, or custom label name)"},"unreadOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to only retrieve unread messages"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 1, max: 10)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to download and include email attachments"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_remove_label":{"id":"gmail_remove_label","name":"Gmail Remove Label","description":"Remove label(s) from a Gmail message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to remove labels from"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to remove (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_remove_label_v2":{"id":"gmail_remove_label_v2","name":"Gmail Remove Label","description":"Remove label(s) from a Gmail message. 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query for emails"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 25, 50)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_send":{"id":"gmail_send","name":"Gmail Send","description":"Send emails using Gmail","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID to reply to (for threading)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to reply to - use the \\"id\\" field from Gmail Read results (not the RFC \\"messageId\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_send_v2":{"id":"gmail_send_v2","name":"Gmail Send","description":"Send emails using Gmail. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID to reply to (for threading)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to reply to - use the \\"id\\" field from Gmail Read results (not the RFC \\"messageId\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_trash_thread_v2":{"id":"gmail_trash_thread_v2","name":"Gmail Trash Thread","description":"Move an email thread to trash in Gmail","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to trash"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_unarchive":{"id":"gmail_unarchive","name":"Gmail Unarchive","description":"Unarchive a Gmail message (move back to inbox)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to unarchive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_unarchive_v2":{"id":"gmail_unarchive_v2","name":"Gmail Unarchive","description":"Unarchive a Gmail message (move back to inbox). Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to unarchive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_untrash_thread_v2":{"id":"gmail_untrash_thread_v2","name":"Gmail Untrash Thread","description":"Remove an email thread from trash in Gmail","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to untrash"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_update_label_v2":{"id":"gmail_update_label_v2","name":"Gmail Update Label","description":"Update a Gmail label in place (rename or change visibility) without recreating it","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"labelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the label to update (from Gmail List Labels)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New display name for the label"},"messageListVisibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility of messages with this label in the message list (show or hide)"},"labelListVisibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility of the label in the label list (labelShow, labelShowIfUnread, or labelHide)"}},"oauth":{"required":true,"provider":"google-email"}},"gong_aggregate_activity":{"id":"gong_aggregate_activity","name":"Gong Aggregate Activity","description":"Retrieve aggregated activity statistics for users by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of Gong user IDs (up to 20 digits each)"},"fromDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYY-MM-DD format (inclusive, in company timezone)"},"toDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYY-MM-DD format (exclusive, in company timezone, cannot exceed current day)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_aggregate_by_period":{"id":"gong_aggregate_by_period","name":"Gong Aggregate by Period","description":"Retrieve aggregated user activity grouped into time periods (day, week, month, quarter, year) by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"aggregationPeriod":{"type":"string","required":true,"visibility":"user-or-llm","description":"Calendar period to group activity by: DAY, WEEK, MONTH, QUARTER, or YEAR (week starts Monday)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of Gong user IDs (up to 20 digits each)"},"fromDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYY-MM-DD format (inclusive, in company timezone)"},"toDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYY-MM-DD format (exclusive, in company timezone, cannot exceed current day)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_answered_scorecards":{"id":"gong_answered_scorecards","name":"Gong Answered Scorecards","description":"Retrieve answered scorecards for reviewed users or by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"callFromDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for calls in YYYY-MM-DD format (inclusive, in company timezone). Defaults to earliest recorded call."},"callToDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for calls in YYYY-MM-DD format (exclusive, in company timezone). Defaults to latest recorded call."},"reviewFromDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for reviews in YYYY-MM-DD format (inclusive, in company timezone). Defaults to earliest reviewed call."},"reviewToDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for reviews in YYYY-MM-DD format (exclusive, in company timezone). Defaults to latest reviewed call."},"scorecardIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of scorecard IDs to filter by"},"reviewedUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of reviewed user IDs to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_ask_anything":{"id":"gong_ask_anything","name":"Gong Ask Anything","description":"Ask a natural-language question about a CRM account, deal, contact, or lead. Gong answers from up to 60 calls and 500 emails associated with the entity. Consumes Gong credits.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Gong workspace ID the entity belongs to"},"crmEntityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of the CRM entity: ACCOUNT, CONTACT, DEAL, or LEAD"},"crmEntityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CRM ID of the entity the question is asked about"},"question":{"type":"string","required":true,"visibility":"user-or-llm","description":"The natural-language question to ask about the entity"},"timePeriod":{"type":"string","required":true,"visibility":"user-or-llm","description":"Time period of conversations to consider: LAST_7DAYS, LAST_30DAYS, LAST_90DAYS, LAST_90_DAYS_SINCE_LAST_ACTIVITY, LAST_YEAR_SINCE_LAST_ACTIVITY, LAST_YEAR, THIS_WEEK, THIS_MONTH, THIS_YEAR, THIS_QUARTER, CUSTOM_RANGE, or ALL_CONVERSATIONS"},"fromDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time (UTC, ISO-8601) for calls and emails to include. Required when timePeriod is CUSTOM_RANGE."},"toDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time (UTC, ISO-8601) for calls and emails to include. Required when timePeriod is CUSTOM_RANGE."}}},"gong_assign_flow_prospects":{"id":"gong_assign_flow_prospects","name":"Gong Assign Flow Prospects","description":"Assign up to 200 CRM prospects (contacts or leads) to a Gong Engage flow.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"flowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Gong Engage flow ID to assign the prospects to"},"crmProspectsIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of CRM prospect IDs (contacts or leads) to assign"},"flowInstanceOwnerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email of the Gong user who owns the flow instance and its to-dos"}}},"gong_create_call":{"id":"gong_create_call","name":"Gong Create Call","description":"Upload call metadata to Gong and let Gong pull the media from a URL.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"clientUniqueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique call ID from the source telephony or recording system"},"actualStart":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actual call start time in ISO-8601 format"},"primaryUser":{"type":"string","required":true,"visibility":"user-or-llm","description":"Gong user ID for the call\'s host or owner"},"parties":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of call parties, with at least the primary user included"},"direction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Call direction: Inbound, Outbound, Conference, or Unknown"},"downloadMediaUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL where Gong can download the call media file. If omitted, the call is created without media and Gong waits for a separate media upload."},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable call title"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Gong workspace ID"},"disposition":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional call disposition"},"purpose":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional call purpose"},"context":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional CRM context array for the call"},"callProviderCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional conferencing or telephony provider code"}}},"gong_day_by_day_activity":{"id":"gong_day_by_day_activity","name":"Gong Day-by-Day Activity","description":"Retrieve detailed day-by-day activity (call IDs per activity type) for users by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of Gong user IDs (up to 20 digits each)"},"fromDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYY-MM-DD format (inclusive, in company timezone)"},"toDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYY-MM-DD format (exclusive, in company timezone, cannot exceed current day)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_get_brief":{"id":"gong_get_brief","name":"Gong Get Brief","description":"Generate an AI brief (configured in Gong Agent Studio) for a CRM account, deal, contact, or lead. Consumes Gong credits.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Gong workspace ID the entity belongs to"},"briefName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the brief to generate, as configured in Gong Agent Studio > AI Briefer"},"crmEntityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of the CRM entity: ACCOUNT, CONTACT, DEAL, or LEAD"},"crmEntityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CRM ID of the entity to generate the brief for"},"timePeriod":{"type":"string","required":true,"visibility":"user-or-llm","description":"Time period of conversations to consider: LAST_7DAYS, LAST_30DAYS, LAST_90DAYS, LAST_90_DAYS_SINCE_LAST_ACTIVITY, LAST_YEAR_SINCE_LAST_ACTIVITY, LAST_YEAR, THIS_WEEK, THIS_MONTH, THIS_YEAR, THIS_QUARTER, CUSTOM_RANGE, or ALL_CONVERSATIONS"},"fromDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time (UTC, ISO-8601) for calls and emails to include. Required when timePeriod is CUSTOM_RANGE."},"toDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time (UTC, ISO-8601) for calls and emails to include. Required when timePeriod is CUSTOM_RANGE."}}},"gong_get_call":{"id":"gong_get_call","name":"Gong Get Call","description":"Retrieve detailed data for a specific call from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"callId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Gong call ID to retrieve"}}},"gong_get_call_transcript":{"id":"gong_get_call_transcript","name":"Gong Get Call Transcript","description":"Retrieve transcripts of calls from Gong by call IDs or date range.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"callIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of call IDs to retrieve transcripts for"},"fromDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time filter in ISO-8601 format"},"toDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time filter in ISO-8601 format"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gong workspace ID to filter calls"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_get_coaching":{"id":"gong_get_coaching","name":"Gong Get Coaching","description":"Retrieve coaching metrics for a manager from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"managerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Gong user ID of the manager"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Gong workspace ID"},"fromDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in ISO-8601 format"},"toDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in ISO-8601 format"}}},"gong_get_extensive_calls":{"id":"gong_get_extensive_calls","name":"Gong Get Extensive Calls","description":"Retrieve detailed call data including trackers, topics, highlights, and AI spotlight content (brief, outline, key points, call outcome) from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"callIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of call IDs to retrieve detailed data for"},"fromDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time filter in ISO-8601 format"},"toDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time filter in ISO-8601 format"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gong workspace ID to filter calls"},"primaryUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user IDs to filter calls by host"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_get_folder_content":{"id":"gong_get_folder_content","name":"Gong Get Folder Content","description":"Retrieve the list of calls in a specific library folder from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The library folder ID to retrieve content for (up to 20 digits)"}}},"gong_get_logs":{"id":"gong_get_logs","name":"Gong Get Logs","description":"Retrieve Gong log entries of a specific type within a time range.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"logType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of logs requested: AccessLog, UserActivityLog, UserCallPlay, ExternallySharedCallAccess, or ExternallySharedCallPlay"},"fromDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Time from which to retrieve log records, in ISO-8601 format (e.g., \'2024-01-01T00:00:00Z\')"},"toDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time until which to retrieve log records, in ISO-8601 format. Defaults to the latest available logs when omitted."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_get_prospect_flows":{"id":"gong_get_prospect_flows","name":"Gong Get Prospect Flows","description":"Get the Gong Engage flows currently assigned to the given CRM prospects.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"crmProspectsIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of CRM prospect IDs (contacts or leads) to look up"}}},"gong_get_user":{"id":"gong_get_user","name":"Gong Get User","description":"Retrieve details for a specific user from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Gong user ID to retrieve"}}},"gong_interaction_stats":{"id":"gong_interaction_stats","name":"Gong Interaction Stats","description":"Retrieve interaction statistics for users by date range from Gong. Only includes calls with Whisper enabled.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of Gong user IDs (up to 20 digits each)"},"fromDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYY-MM-DD format (inclusive, in company timezone)"},"toDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYY-MM-DD format (exclusive, in company timezone, cannot exceed current day)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_list_calls":{"id":"gong_list_calls","name":"Gong List Calls","description":"Retrieve call data by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"fromDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date/time in ISO-8601 format (e.g., 2024-01-01T00:00:00Z)"},"toDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time in ISO-8601 format (e.g., 2024-01-31T23:59:59Z). 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_v2":{"id":"google_calendar_list_v2","name":"Google Calendar List Events","description":"List events from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number of the contact"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title at the organization"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notes or biography for the contact"}},"oauth":{"required":true,"provider":"google-contacts"}},"google_contacts_delete":{"id":"google_contacts_delete","name":"Google Contacts Delete","description":"Delete a contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact to delete (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"}},"google_contacts_get":{"id":"google_contacts_get","name":"Google Contacts Get","description":"Get a specific contact from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"}},"oauth":{"required":true,"provider":"google-contacts"}},"google_contacts_list":{"id":"google_contacts_list","name":"Google Contacts List","description":"List contacts from Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (1-1000, default 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list request for pagination"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for contacts"}},"oauth":{"required":true,"provider":"google-contacts"}},"google_contacts_search":{"id":"google_contacts_search","name":"Google Contacts Search","description":"Search contacts in Google Contacts by name, email, phone, or organization","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to match against contact names, emails, phones, and organizations"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default 10, max 30)"}},"oauth":{"required":true,"provider":"google-contacts"}},"google_contacts_update":{"id":"google_contacts_update","name":"Google Contacts Update","description":"Update an existing contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"resourceName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource name of the contact (e.g., people/c1234567890)"},"etag":{"type":"string","required":true,"visibility":"user-or-llm","description":"ETag from a previous get request (required for concurrency control)"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated first name"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated last name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated email address"},"emailType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email type: home, work, or other"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated phone number"},"phoneType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone type: mobile, home, work, or other"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated organization/company name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated job title"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated notes or biography"}},"oauth":{"required":true,"provider":"google-contacts"}},"google_docs_create":{"id":"google_docs_create","name":"Create Google Docs Document","description":"Create a new Google Docs document","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the document to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content of the document to create"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the document in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the document in (internal use)"},"markdown":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, content is interpreted as Markdown and converted to formatted Google Docs content (headings, bold/italic, lists, tables, links, code blocks, blockquotes). Default: false (content inserted as plain text)."}},"oauth":{"required":true,"provider":"google-docs"}},"google_docs_create_named_range":{"id":"google_docs_create_named_range","name":"Create Named Range in Google Docs Document","description":"Create a named range over a span of content in a Google Docs document so it can be referenced or deleted later. The name may be 1-256 characters and need not be unique.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the range to create (1-256 characters)"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range (exclusive)"}},"oauth":{"required":true,"provider":"google-docs"}},"google_docs_create_paragraph_bullets":{"id":"google_docs_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Docs Document","description":"Add bulleted or numbered list formatting to the paragraphs overlapping a range of text in a Google Docs document, using a chosen bullet glyph preset.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to bullet (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to bullet (exclusive)"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bullet glyph preset to apply. Defaults to BULLET_DISC_CIRCLE_SQUARE. Examples: BULLET_DISC_CIRCLE_SQUARE, BULLET_CHECKBOX, NUMBERED_DECIMAL_ALPHA_ROMAN, NUMBERED_DECIMAL_NESTED."}},"oauth":{"required":true,"provider":"google-docs"}},"google_docs_delete_content_range":{"id":"google_docs_delete_content_range","name":"Delete Content Range in Google Docs Document","description":"Delete all content between a start and end character index in a Google Docs document. The endIndex is exclusive and must be greater than the startIndex.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to delete content from"},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start character index (the document body starts at index 1) of the range to delete (inclusive)"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end character index of the range to delete (exclusive)"}},"oauth":{"required":true,"provider":"google-docs"}},"google_docs_delete_named_range":{"id":"google_docs_delete_named_range","name":"Delete Named Range in Google Docs Document","description":"Delete one or more named ranges from a Google Docs document by their ID or by name. Provide exactly one of namedRangeId or name; deleting by name removes all ranges sharing that name. The content itself is not removed.","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Docs API"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the document to update"},"namedRangeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the named range to delete. Provide exactly one of namedRangeId or namedRangeName."},"namedRangeName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the named range(s) to delete. All ranges sharing this name are removed. 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(optional)"},"includeRevisions":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include revision history in the metadata (default: true, returns first 100 revisions)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_get_file":{"id":"google_drive_get_file","name":"Get Google Drive File","description":"Get metadata for a specific file in Google Drive by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to retrieve"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_get_revision":{"id":"google_drive_get_revision","name":"Get Google Drive Revision","description":"Get metadata for a specific revision of a file in Google 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Do NOT use Google Drive query syntax here - just provide a plain search term."},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"The maximum number of files to return (default: 100)"},"pageToken":{"type":"string","required":false,"visibility":"hidden","description":"The page token to use for pagination"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_list_comments":{"id":"google_drive_list_comments","name":"List Google Drive Comments","description":"List comments on a file in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to list comments for"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include deleted comments (their content is stripped)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (1-100, default 20)"},"startModifiedTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return comments modified after this RFC 3339 timestamp"},"pageToken":{"type":"string","required":false,"visibility":"hidden","description":"The page token to use for pagination"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_list_permissions":{"id":"google_drive_list_permissions","name":"List Google Drive Permissions","description":"List all permissions (who has access) for a file in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to list permissions for"},"pageToken":{"type":"string","required":false,"visibility":"hidden","description":"The page token to use for pagination"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_list_revisions":{"id":"google_drive_list_revisions","name":"List Google Drive Revisions","description":"List the revision history of a file in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to list revisions for"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of revisions to return (1-1000, default 200)"},"pageToken":{"type":"string","required":false,"visibility":"hidden","description":"The page token to use for pagination"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_move":{"id":"google_drive_move","name":"Move Google Drive File","description":"Move a file or folder to a different folder in Google Drive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file or folder to move"},"destinationFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination folder"},"removeFromCurrent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to remove the file from its current parent folder (default: true). Set to false to add the file to the destination without removing it from the current location."}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_search":{"id":"google_drive_search","name":"Search Google Drive Files","description":"Search for files in Google Drive using advanced query syntax (e.g., fullText contains, mimeType, modifiedTime, etc.)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Drive query string using advanced search syntax (e.g., \\"fullText contains \'budget\'\\", \\"mimeType = \'application/pdf\'\\", \\"modifiedTime > \'2024-01-01\'\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of files to return (default: 100)"},"pageToken":{"type":"string","required":false,"visibility":"hidden","description":"Token for fetching the next page of results"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_share":{"id":"google_drive_share","name":"Share Google Drive File","description":"Share a file with a user, group, domain, or make it public","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to share"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or anyone"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Permission role: owner (transfer ownership), organizer (shared drive only), fileOrganizer (shared drive only), writer (edit), commenter (view and comment), reader (view only)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user or group (required for type=user or type=group)"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain to share with (required for type=domain)"},"transferOwnership":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Required when role is owner. 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folders)"},"removeParents":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of parent folder IDs to remove"},"starred":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to star or unstar the file"}},"oauth":{"required":true,"provider":"google-drive"}},"google_drive_upload":{"id":"google_drive_upload","name":"Upload to Google Drive","description":"Upload a file to Google Drive with complete metadata returned","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Drive API"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the file to upload"},"file":{"type":"file","required":false,"visibility":"user-only","description":"Binary file to upload (UserFile object)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text content to upload 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location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Maps API key"},"lat":{"type":"number","required":true,"visibility":"user-or-llm","description":"Latitude of the center point to search around"},"lng":{"type":"number","required":true,"visibility":"user-or-llm","description":"Longitude of the center point to search around"},"radius":{"type":"number","required":true,"visibility":"user-or-llm","description":"Search radius in meters (up to 50000)"},"includedTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Place types to include in the results (e.g., restaurant, cafe)"},"maxResultCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (1-20, defaults to 20)"},"rankPreference":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to rank results: POPULARITY (default) or 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Requires either path coordinates or placeIds.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Maps API key with Roads API enabled"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pipe-separated list of lat,lng coordinates (required if placeIds not provided)"},"placeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of Place IDs for road segments (required if path not provided)"},"units":{"type":"string","required":false,"visibility":"user-or-llm","description":"Units for the returned speed limits: KPH (default) or MPH"}}},"google_maps_timezone":{"id":"google_maps_timezone","name":"Google Maps Timezone","description":"Get timezone information for a location","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Maps API 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spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to append to"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to append after (e.g. \\"Sheet1\\", \\"Sheet1!A:D\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to append as a 2D array (e.g. [[\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to append"},"insertDataOption":{"type":"string","required":false,"visibility":"hidden","description":"How to insert the data (OVERWRITE or 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objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to append"},"insertDataOption":{"type":"string","required":false,"visibility":"hidden","description":"How to insert the data (OVERWRITE or INSERT_ROWS)"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the appended values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_batch_clear_v2":{"id":"google_sheets_batch_clear_v2","name":"Batch Clear Google Sheets V2","description":"Clear multiple ranges in a Google Sheets spreadsheet in a single request","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet 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Use Get Spreadsheet to find sheet IDs."},"destinationSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination spreadsheet where the sheet will be copied"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_create_spreadsheet_v2":{"id":"google_sheets_create_spreadsheet_v2","name":"Create Spreadsheet V2","description":"Create a new Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new spreadsheet"},"sheetTitles":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of sheet names to create (e.g., [\\"Sheet1\\", \\"Data\\", \\"Summary\\"]). 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Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the table to"},"rows":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the table (minimum 1)"},"columns":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the table (minimum 1)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the table in points (default: 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the table in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_video":{"id":"google_slides_create_video","name":"Embed Video in Google Slides","description":"Embed a YouTube or Google Drive video on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the video to"},"source":{"type":"string","required":true,"visibility":"user-or-llm","description":"YOUTUBE or DRIVE"},"videoId":{"type":"string","required":true,"visibility":"user-or-llm","description":"YouTube video ID or Drive file ID"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 225)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_delete_object":{"id":"google_slides_delete_object","name":"Delete Object from Google Slides","description":"Delete a page element (shape, image, table, etc.) or an entire slide from a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the element or slide to delete"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_delete_paragraph_bullets":{"id":"google_slides_delete_paragraph_bullets","name":"Delete Paragraph Bullets in Google Slides","description":"Remove bullets/numbering from paragraphs in a shape or table cell.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to clear bullets from: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_delete_table_column":{"id":"google_slides_delete_table_column","name":"Delete Table Column in Google Slides","description":"Delete the column containing the reference cell from a table.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of any cell in the column"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index identifying the column to delete"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_delete_table_row":{"id":"google_slides_delete_table_row","name":"Delete Table Row in Google Slides","description":"Delete the row containing the reference cell from a table.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"tableObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index identifying the row to delete"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of any cell in the row"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_delete_text":{"id":"google_slides_delete_text","name":"Delete Text in Google Slides","description":"Delete text from a shape or table cell. Use range type ALL to clear all text, or FIXED_RANGE / FROM_START_INDEX to delete a specific span.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to delete: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_duplicate_object":{"id":"google_slides_duplicate_object","name":"Duplicate Object in Google Slides","description":"Duplicate an object (slide, shape, image, table, etc.) in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the element or slide to duplicate"},"objectIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON object mapping source object IDs (within the slide being duplicated) to new object IDs for the duplicates. Format: {\\"sourceId1\\":\\"newId1\\",\\"sourceId2\\":\\"newId2\\"}"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_export_presentation":{"id":"google_slides_export_presentation","name":"Export Google Slides Presentation","description":"Export a presentation to PDF, PPTX, ODP, TXT, PNG, JPEG, or SVG via the Drive export endpoint. 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Defaults to MEDIUM."},"mimeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"The MIME type of the thumbnail image: PNG. 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\\"a1b2c3d4-e5f6-7890-abcd-ef1234567890\\")"},"meetingTypeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by meeting type UUID (e.g., \\"a1b2c3d4-e5f6-7890-abcd-ef1234567890\\")"},"includeHighlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlights/clips in response"},"includeParticipants":{"type":"boolean","required":false,"visibility":"user-only","description":"Include participant list in response"},"includeAiSummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summary"},"includeAiActionItems":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-detected action items"}}},"grain_list_teams":{"id":"grain_list_teams","name":"Grain List Teams","description":"List all teams in the workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grain API key (Personal 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not_1d3tmYTlCICgjy)"},"includeTranscript":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to include the meeting transcript"}}},"granola_list_folders":{"id":"granola_list_folders","name":"Granola List Folders","description":"Lists folders from Granola, sorted alphabetically, with pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Granola API key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of folders per page (1-30, default 10)"}}},"granola_list_notes":{"id":"granola_list_notes","name":"Granola List Notes","description":"Lists meeting notes from Granola with optional date filters and pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Granola API key"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return notes created before this date (ISO 8601)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return notes created after this date (ISO 8601)"},"updatedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return notes updated after this date (ISO 8601)"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return notes in this folder and its child folders (e.g., fol_4y6LduVdwSKC27)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of notes per page (1-30, default 10)"}}},"greenhouse_get_application":{"id":"greenhouse_get_application","name":"Greenhouse Get Application","description":"Retrieves a specific application by ID with full details including source, stage, answers, and attachments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"applicationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the application to retrieve"}}},"greenhouse_get_candidate":{"id":"greenhouse_get_candidate","name":"Greenhouse Get Candidate","description":"Retrieves a specific candidate by ID with full details including contact info, education, and employment history","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the candidate to retrieve"}}},"greenhouse_get_job":{"id":"greenhouse_get_job","name":"Greenhouse Get Job","description":"Retrieves a specific job by ID with full details including hiring team, openings, and custom fields","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the job to retrieve"}}},"greenhouse_get_user":{"id":"greenhouse_get_user","name":"Greenhouse Get User","description":"Retrieves a specific Greenhouse user by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to retrieve"}}},"greenhouse_list_applications":{"id":"greenhouse_list_applications","name":"Greenhouse List Applications","description":"Lists applications 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before this ISO 8601 timestamp"},"last_activity_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only applications with activity at or after this ISO 8601 timestamp"}}},"greenhouse_list_candidates":{"id":"greenhouse_list_candidates","name":"Greenhouse List Candidates","description":"Lists candidates from Greenhouse with optional filtering by date, job, or email","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"created_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only candidates created at or after this ISO 8601 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for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_jobs":{"id":"greenhouse_list_jobs","name":"Greenhouse List Jobs","description":"Lists jobs from Greenhouse with optional filtering by status, department, or office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status (open, closed, 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Example: \\"authentication middleware\\" or \\"database connection handling\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple searches to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough search (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_status":{"id":"greptile_status","name":"Greptile Repository Status","description":"Check the indexing status of a repository. Use this to verify if a repository is ready to be queried or to monitor indexing progress.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. 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pattern (required for regex validation)"},"knowledgeBaseId":{"type":"string","required":false,"visibility":"user-only","description":"Knowledge base ID (required for hallucination check)"},"threshold":{"type":"string","required":false,"visibility":"user-only","description":"Confidence threshold (0-10 scale, default: 3, scores below fail)"},"topK":{"type":"string","required":false,"visibility":"user-only","description":"Number of chunks to retrieve from knowledge base (default: 10)"},"model":{"type":"string","required":false,"visibility":"user-only","description":"LLM model for confidence scoring (default: gpt-4o-mini)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for LLM provider (optional if using hosted)"},"piiEntityTypes":{"type":"array","required":false,"visibility":"user-only","description":"PII entity types to detect (empty = detect all)"},"piiMode":{"type":"string","required":false,"visibility":"user-only","description":"PII action mode: block or mask (default: block)"},"piiLanguage":{"type":"string","required":false,"visibility":"user-only","description":"Language for PII detection (default: en)"},"piiCustomPatterns":{"type":"array","required":false,"visibility":"user-only","description":"Custom regex patterns to detect and replace (name, pattern, replacement)"}}},"hex_cancel_run":{"id":"hex_cancel_run","name":"Hex Cancel Run","description":"Cancel an active Hex project run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to cancel"}}},"hex_create_collection":{"id":"hex_create_collection","name":"Hex Create Collection","description":"Create a new collection in the Hex workspace to organize projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional description for the collection"}}},"hex_create_group":{"id":"hex_create_group","name":"Hex Create Group","description":"Create a new group in the Hex workspace, optionally with initial members.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new group"},"memberUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add as initial group members (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_deactivate_user":{"id":"hex_deactivate_user","name":"Hex Deactivate User","description":"Deactivate a user in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the user to deactivate"}}},"hex_delete_group":{"id":"hex_delete_group","name":"Hex Delete Group","description":"Delete a group from the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to delete"}}},"hex_get_collection":{"id":"hex_get_collection","name":"Hex Get Collection","description":"Retrieve details for a specific Hex collection by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection"}}},"hex_get_data_connection":{"id":"hex_get_data_connection","name":"Hex Get Data Connection","description":"Retrieve details for a specific data connection including type, description, and configuration flags.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"dataConnectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the data connection"}}},"hex_get_group":{"id":"hex_get_group","name":"Hex Get Group","description":"Retrieve details for a specific Hex group.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex 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UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (1-100, default: 25)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for paginated results (default: 0)"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run status: PENDING, RUNNING, ERRORED, COMPLETED, KILLED, UNABLE_TO_ALLOCATE_KERNEL"},"runTriggerFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by how the run was triggered: ALL, API, SCHEDULED, or APP_REFRESH"}}},"hex_get_queried_tables":{"id":"hex_get_queried_tables","name":"Hex Get Queried Tables","description":"Return the warehouse tables queried by a Hex project, including data connection and table names.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or 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workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of collections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_data_connections":{"id":"hex_list_data_connections","name":"Hex List Data Connections","description":"List all data connections in the Hex workspace (e.g., Snowflake, PostgreSQL, 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sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_projects":{"id":"hex_list_projects","name":"Hex List Projects","description":"List all projects in your Hex workspace with optional filtering by status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (1-100)"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-only","description":"Include archived projects in results"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: PUBLISHED, DRAFT, or ALL"},"includeComponents":{"type":"boolean","required":false,"visibility":"user-only","description":"Include components in results"},"includeTrashed":{"type":"boolean","required":false,"visibility":"user-only","description":"Include trashed projects in results"},"creatorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by creator email"},"ownerEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner email"},"collectionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by collection UUID"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of category names to filter by (e.g., [\\"Marketing\\", \\"Finance\\"])"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT, LAST_EDITED_AT, or LAST_PUBLISHED_AT"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_users":{"id":"hex_list_users","name":"Hex List Users","description":"List all users in the Hex workspace with optional filtering and sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (1-100, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME or EMAIL"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by group UUID"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user UUIDs to filter by"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_run_project":{"id":"hex_run_project","name":"Hex Run Project","description":"Execute a published Hex project. Optionally pass input parameters and control caching behavior.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to run"},"inputParams":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of input parameters for the project (e.g., {\\"date\\": \\"2024-01-01\\"})"},"dryRun":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, perform a dry run without executing the project"},"updateCache":{"type":"boolean","required":false,"visibility":"user-only","description":"(Deprecated) If true, update the cached results after execution"},"updatePublishedResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, update the published app results after execution"},"useCachedSqlResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, use cached SQL results instead of re-running queries"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SavedView ID to use for the project run"},"notifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of notification details to deliver once the run completes (e.g., [{\\"type\\": \\"FAILURE\\", \\"slackChannelIds\\": [\\"C0123456789\\"], \\"userIds\\": [], \\"groupIds\\": [], \\"includeSuccessScreenshot\\": false}]). type is ALL, SUCCESS, or FAILURE."}}},"hex_update_collection":{"id":"hex_update_collection","name":"Hex Update Collection","description":"Update the name or description of an existing Hex collection.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the collection"}}},"hex_update_group":{"id":"hex_update_group","name":"Hex Update Group","description":"Rename a Hex group or add/remove members from it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the group"},"addUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add to the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"},"removeUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to remove from the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_update_project":{"id":"hex_update_project","name":"Hex Update Project","description":"Update a Hex project status label (e.g., endorsement or custom workspace statuses).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to update"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New project status name (custom workspace status label)"}}},"http_request":{"id":"http_request","name":"HTTP Request","description":"Make HTTP requests with comprehensive support for methods, headers, query parameters, path parameters, and form data. Features configurable timeout and status validation for robust API interactions.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to send the request to"},"method":{"type":"string","default":"GET","visibility":"user-or-llm","description":"HTTP method (GET, POST, PUT, PATCH, DELETE)"},"headers":{"type":"object","visibility":"user-or-llm","description":"HTTP headers to include"},"body":{"type":"object","visibility":"user-or-llm","description":"Request body (for POST, PUT, PATCH)"},"params":{"type":"object","visibility":"user-or-llm","description":"URL query parameters to append"},"pathParams":{"type":"object","visibility":"user-or-llm","description":"URL path parameters to replace (e.g., :id in /users/:id)"},"formData":{"type":"object","visibility":"user-or-llm","description":"Form data to send (will set appropriate Content-Type)"},"proxyUrl":{"type":"string","visibility":"user-only","description":"Route the request through an http:// proxy (e.g. http://user:pass@host:port)."},"timeout":{"type":"number","visibility":"user-only","description":"Request timeout in milliseconds (default: 300000 = 5 minutes)"},"retries":{"type":"number","visibility":"hidden","description":"Number of retry attempts for retryable failures (timeouts, 429, 5xx). Default: 0 (no retries)."},"retryDelayMs":{"type":"number","visibility":"hidden","description":"Initial retry delay in milliseconds (default: 500)"},"retryMaxDelayMs":{"type":"number","visibility":"hidden","description":"Maximum delay between retries in milliseconds (default: 30000)"},"retryNonIdempotent":{"type":"boolean","visibility":"hidden","description":"Allow retries for non-idempotent methods like POST/PATCH (may create duplicate requests)."}}},"hubspot_add_list_memberships":{"id":"hubspot_add_list_memberships","name":"Add List Members in HubSpot","description":"Add records to a manual (static) HubSpot list by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to add records to (MANUAL or SNAPSHOT lists only)"},"recordIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Record IDs to add to the list, as a JSON array (e.g., [\\"123\\",\\"456\\"]) or comma-separated string"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_appointment":{"id":"hubspot_create_appointment","name":"Create Appointment in HubSpot","description":"Create a new appointment in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Appointment properties as JSON object. Must include hs_appointment_start (e.g., {\\"hs_appointment_name\\": \\"Discovery Call\\", \\"hs_appointment_start\\": \\"2024-01-15T10:00:00Z\\", \\"hs_appointment_end\\": \\"2024-01-15T11:00:00Z\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the appointment as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_association":{"id":"hubspot_create_association","name":"Create Association in HubSpot","description":"Associate two HubSpot records. Creates the default (unlabeled) association unless an association type ID is provided","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to associate to (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the target record"},"associationCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Association category for a labeled association (HUBSPOT_DEFINED, USER_DEFINED, INTEGRATOR_DEFINED). Defaults to HUBSPOT_DEFINED when an association type ID is provided"},"associationTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific association type ID for a labeled association. Omit to create the default association for the object pair"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_company":{"id":"hubspot_create_company","name":"Create Company in HubSpot","description":"Create a new company in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Company properties as JSON object (e.g., {\\"name\\": \\"Acme Inc\\", \\"domain\\": \\"acme.com\\", \\"industry\\": \\"Technology\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the company as JSON (each with \\"to.id\\" and \\"types\\" containing \\"associationCategory\\" and \\"associationTypeId\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_contact":{"id":"hubspot_create_contact","name":"Create Contact in HubSpot","description":"Create a new contact in HubSpot. Requires at least one of: email, firstname, or lastname","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Contact properties as JSON object. Must include at least one of: email, firstname, or lastname (e.g., {\\"email\\": \\"john@example.com\\", \\"firstname\\": \\"John\\", \\"lastname\\": \\"Doe\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the contact as JSON. Each object should have \\"to.id\\" (company/deal ID) and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_deal":{"id":"hubspot_create_deal","name":"Create Deal in HubSpot","description":"Create a new deal in HubSpot with the given properties (e.g., dealname, amount, dealstage)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Deal properties as JSON object. Should include dealname and dealstage, plus pipeline when the account has multiple pipelines (e.g., {\\"dealname\\": \\"New Deal\\", \\"amount\\": \\"5000\\", \\"dealstage\\": \\"appointmentscheduled\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the deal as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_email":{"id":"hubspot_create_email","name":"Create Email in HubSpot","description":"Log an email engagement in HubSpot and optionally associate it with contacts. Requires the hs_timestamp property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Email properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601). Common fields: \\"hs_email_direction\\" (EMAIL, INCOMING_EMAIL, FORWARDED_EMAIL), \\"hs_email_status\\" (SENT, SENDING, SCHEDULED, FAILED, BOUNCED), \\"hs_email_subject\\", \\"hs_email_text\\", \\"hs_email_html\\", \\"hs_email_headers\\" (JSON string)"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (198 = email→contact)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_line_item":{"id":"hubspot_create_line_item","name":"Create Line Item in HubSpot","description":"Create a new line item in HubSpot. Requires at least a name property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Line item properties as JSON object (e.g., {\\"name\\": \\"Product A\\", \\"quantity\\": \\"2\\", \\"price\\": \\"50.00\\", \\"hs_sku\\": \\"SKU-001\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the line item as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_list":{"id":"hubspot_create_list","name":"Create List in HubSpot","description":"Create a new list in HubSpot. Specify the object type and processing type (MANUAL or DYNAMIC)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"objectTypeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type ID (e.g., \\"0-1\\" for contacts, \\"0-2\\" for companies)"},"processingType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Processing type: \\"MANUAL\\" for static lists or \\"DYNAMIC\\" for active lists"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_note":{"id":"hubspot_create_note","name":"Create Note in HubSpot","description":"Log a note in HubSpot and optionally associate it with contacts, companies, or deals. Requires hs_timestamp and hs_note_body properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Note properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601 activity time) and \\"hs_note_body\\" (the note text). e.g., {\\"hs_timestamp\\": \\"2026-06-13T00:00:00Z\\", \\"hs_note_body\\": \\"Followed up via phone\\"}"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. 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(1-1000)"},"marker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination marker from a previous request"}}},"icypeas_find_email":{"id":"icypeas_find_email","name":"Icypeas Find Email","description":"Find a professional email address from a first name, last name, and company domain or name. 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This endpoint replaces the description, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the action: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this action to"}}},"incidentio_alert_events_create":{"id":"incidentio_alert_events_create","name":"Create Alert Event","description":"Fire an alert into incident.io through an HTTP alert source. Send the same deduplication key with status \\"resolved\\" to close the alert you opened.","version":"1.0.0","params":{"alert_source_config_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the HTTP alert source config to fire into (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"},"alert_source_token":{"type":"string","required":true,"visibility":"user-only","description":"The token generated when configuring the HTTP alert source. This is not the incident.io API key."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the alert (e.g., \\"Payments service error rate above 5%\\")"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Current status of the alert: \\"firing\\" or \\"resolved\\""},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detail to add below the title. Supports Markdown."},"deduplication_key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Key that uniquely identifies this alert. Reuse it to update or resolve the same alert instead of creating a new one."},"source_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Link back to the alert in the upstream system"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional metadata as a JSON object, parsed according to the alert source config (e.g., {\\"service\\": \\"payments\\"})"}}},"incidentio_alerts_list":{"id":"incidentio_alerts_list","name":"List Alerts","description":"List alerts in incident.io, optionally filtered by status, source, or created date","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by alert status: \\"firing\\" or \\"resolved\\""},"status_operator":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to apply the status filter: \\"one_of\\" to match it, \\"not_in\\" to exclude it. Default: one_of"},"alert_source_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by alert source ID (e.g., \\"01GBSQF3FHF7FWZQNWGHAVQ804\\")"},"alert_source_operator":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to apply the alert source filter: \\"one_of\\" to match it, \\"not_in\\" to exclude it. Default: one_of"},"deduplication_key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter to the single alert with this deduplication key"},"created_at_gte":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts created on or after this date (e.g., \\"2025-01-01\\")"},"created_at_lte":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts created on or before this date (e.g., \\"2025-02-01\\")"},"has_notes":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to alerts that do (true) or do not (false) have notes attached"},"include_maintenance_window":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include alerts held by a maintenance window. Defaults to true on the API"}}},"incidentio_alerts_resolve":{"id":"incidentio_alerts_resolve","name":"Resolve Alert","description":"Resolve a currently firing alert in incident.io. Resolving an already-resolved alert is a no-op and returns it unchanged.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the alert to resolve (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}}},"incidentio_alerts_show":{"id":"incidentio_alerts_show","name":"Show Alert","description":"Get a single alert by ID from incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the alert to fetch (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}}},"incidentio_catalog_entries_list":{"id":"incidentio_catalog_entries_list","name":"List Catalog Entries","description":"List the entries of a catalog type in incident.io — for example every service, team, or customer recorded in the catalog","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"catalog_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the catalog type to list entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"identifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return entries matching this identifier. Searches by ID, external ID, and alias."}}},"incidentio_catalog_types_list":{"id":"incidentio_catalog_types_list","name":"List Catalog Types","description":"List all catalog types in incident.io, including those synced from external resources. Use this to find the catalog type ID needed to list entries.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_custom_fields_create":{"id":"incidentio_custom_fields_create","name":"incident.io Custom Fields Create","description":"Create a new custom field in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the custom field (e.g., \\"Affected Service\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the custom field (required)"},"field_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of the custom field (e.g., text, single_select, multi_select, numeric, datetime, link, user, team)"}}},"incidentio_custom_fields_delete":{"id":"incidentio_custom_fields_delete","name":"incident.io Custom Fields Delete","description":"Delete a custom field from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Custom field ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_custom_fields_list":{"id":"incidentio_custom_fields_list","name":"incident.io Custom Fields List","description":"List all custom fields from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_custom_fields_show":{"id":"incidentio_custom_fields_show","name":"incident.io Custom Fields Show","description":"Get detailed information about a specific custom field from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Custom field ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_custom_fields_update":{"id":"incidentio_custom_fields_update","name":"incident.io Custom Fields Update","description":"Update an existing custom field in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Custom field ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the custom field (e.g., \\"Affected Service\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"New description for the custom field (required)"}}},"incidentio_escalation_paths_create":{"id":"incidentio_escalation_paths_create","name":"Create Escalation Path","description":"Create a new escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the escalation path (e.g., \\"Critical Incident Path\\")"},"path":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of escalation levels with targets and time to acknowledge in seconds. Each level should have: targets (array of {id, type, schedule_id?, user_id?, urgency}) and time_to_ack_seconds (number)"},"working_hours":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional working hours configuration. Array of {weekday, start_time, end_time}"}}},"incidentio_escalation_paths_delete":{"id":"incidentio_escalation_paths_delete","name":"Delete Escalation Path","description":"Delete an escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation path to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_escalation_paths_list":{"id":"incidentio_escalation_paths_list","name":"List Escalation Paths","description":"List escalation paths in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of escalation paths to return per page"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"}}},"incidentio_escalation_paths_show":{"id":"incidentio_escalation_paths_show","name":"Show Escalation Path","description":"Get details of a specific escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation path (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_escalation_paths_update":{"id":"incidentio_escalation_paths_update","name":"Update Escalation Path","description":"Update an existing escalation path in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation path to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the escalation path (e.g., \\"Critical Incident Path\\")"},"path":{"type":"json","required":true,"visibility":"user-or-llm","description":"New escalation path configuration. Array of escalation levels with targets and time_to_ack_seconds"},"working_hours":{"type":"json","required":false,"visibility":"user-or-llm","description":"New working hours configuration. Array of {weekday, start_time, end_time}"}}},"incidentio_escalations_cancel":{"id":"incidentio_escalations_cancel","name":"Cancel Escalation","description":"Cancel an escalation in incident.io. Notifications stop, and the escalation will not advance to further levels or repeat.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation to cancel (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_escalations_create":{"id":"incidentio_escalations_create","name":"Create Escalation","description":"Create a new escalation policy in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate escalation creation. Use a UUID or unique string."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the escalation (e.g., \\"Database Critical Alert\\")"},"escalation_path_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the escalation path to use (required if user_ids not provided)"},"user_ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user IDs to notify (required if escalation_path_id not provided)"}}},"incidentio_escalations_list":{"id":"incidentio_escalations_list","name":"List Escalations","description":"List all escalation policies in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of escalations to return per page"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"}}},"incidentio_escalations_show":{"id":"incidentio_escalations_show","name":"Show Escalation","description":"Get details of a specific escalation policy in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the escalation policy (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_follow_ups_create":{"id":"incidentio_follow_ups_create","name":"Create Follow-up","description":"Create a new follow-up on an incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident the follow-up belongs to (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the follow-up (e.g., \\"Add alerting on connection pool saturation\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"external_issue_reference_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the external issue this follow-up relates to"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}}},"incidentio_follow_ups_list":{"id":"incidentio_follow_ups_list","name":"incident.io Follow-ups List","description":"List follow-ups from incident.io. Optionally filter by incident ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter follow-ups by incident ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter follow-ups by incident mode (standard, retrospective, test, tutorial, or stream)"}}},"incidentio_follow_ups_show":{"id":"incidentio_follow_ups_show","name":"incident.io Follow-ups Show","description":"Get detailed information about a specific follow-up from incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Follow-up ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_follow_ups_update":{"id":"incidentio_follow_ups_update","name":"Update Follow-up","description":"Update an existing follow-up in incident.io, for example to mark it completed or reassign it","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the follow-up to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the follow-up. This endpoint replaces the title, so always send it."},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Status of the follow-up: \\"outstanding\\", \\"completed\\", or \\"not_doing\\". Deleting is not supported here."},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the follow-up. Supports Markdown."},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user to assign this follow-up to"},"assignee_team_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the team to assign this follow-up to"},"follow_up_category_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the category for this follow-up"},"follow_up_priority_option_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the priority for this follow-up"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of labels (e.g., \\"bug,urgent\\")"}}},"incidentio_incident_alerts_list":{"id":"incidentio_incident_alerts_list","name":"List Incident Alerts","description":"List the connections between incidents and alerts in incident.io — which alerts triggered an incident, or which incident an alert was attached to","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return alerts attached to this incident (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"},"alert_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return connections for this alert (e.g., \\"01GW2G3V0S59R238FAHPDS1R66\\")"}}},"incidentio_incident_memberships_create":{"id":"incidentio_incident_memberships_create","name":"Grant Incident Membership","description":"Make a user a member of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to grant access to (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_memberships_revoke":{"id":"incidentio_incident_memberships_revoke","name":"Revoke Incident Membership","description":"Revoke a user\'s membership of a private incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the private incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYD5H\\")"},"user_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to revoke access from (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_participants_list":{"id":"incidentio_incident_participants_list","name":"List Incident Participants","description":"List the participants of an incident in incident.io, split into those actively helping and those just observing","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident to find participants of (e.g., \\"01FDAG4SAP5TYPT98WGR2N7W91\\")"}}},"incidentio_incident_roles_create":{"id":"incidentio_incident_roles_create","name":"Create Incident Role","description":"Create a new incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}}},"incidentio_incident_roles_delete":{"id":"incidentio_incident_roles_delete","name":"Delete Incident Role","description":"Delete an incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_roles_list":{"id":"incidentio_incident_roles_list","name":"List Incident Roles","description":"List all incident roles in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_incident_roles_show":{"id":"incidentio_incident_roles_show","name":"Show Incident Role","description":"Get details of a specific incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_roles_update":{"id":"incidentio_incident_roles_update","name":"Update Incident Role","description":"Update an existing incident role in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident role to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the incident role (e.g., \\"Incident Commander\\")"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the incident role"},"instructions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instructions for the incident role"},"shortform":{"type":"string","required":true,"visibility":"user-or-llm","description":"Short form abbreviation for the role"}}},"incidentio_incident_statuses_list":{"id":"incidentio_incident_statuses_list","name":"Incident.io Incident Statuses List","description":"List all incident statuses configured in your Incident.io workspace. Returns status details including id, name, description, and category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_incident_timestamps_list":{"id":"incidentio_incident_timestamps_list","name":"List Incident Timestamps","description":"List all incident timestamp definitions in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_incident_timestamps_show":{"id":"incidentio_incident_timestamps_show","name":"Show Incident Timestamp","description":"Get details of a specific incident timestamp definition in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the incident timestamp (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incident_types_list":{"id":"incidentio_incident_types_list","name":"Incident.io Incident Types List","description":"List all incident types configured in your Incident.io workspace. Returns type details including id, name, description, and default flag.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_incident_updates_list":{"id":"incidentio_incident_updates_list","name":"List Incident Updates","description":"List all updates for a specific incident in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"incident_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the incident to get updates for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). If not provided, returns all updates"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incidents_create":{"id":"incidentio_incidents_create","name":"incident.io Incidents Create","description":"Create a new incident in incident.io. Requires idempotency_key, severity_id, and visibility. Optionally accepts name, summary, type, and status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"idempotency_key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier to prevent duplicate incident creation. Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}}},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}}},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}}},"incidentio_on_call_now":{"id":"incidentio_on_call_now","name":"Get Who Is On Call","description":"Get who is currently on call in incident.io, as one row per ongoing shift across every schedule (or a single schedule). Also returns the shifts that take over at the next changeover.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Limit the result to a single schedule by ID (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\"). Leave empty to return who is on call across every schedule."},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules to scan per page when no schedule ID is given (e.g., 10, 25). Defaults to 25; upcoming shifts are only returned at 25 or lower."},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of schedules (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedule_overrides_list":{"id":"incidentio_schedule_overrides_list","name":"List Schedule Overrides","description":"List the one-off overrides layered on top of a schedule in incident.io, such as someone covering a colleague’s shift","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get overrides for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"rotation_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this rotation"},"layer_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return overrides on this layer"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_teams_list":{"id":"incidentio_teams_list","name":"List Teams","description":"List all teams in the incident.io organisation, along with their members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_teams_show":{"id":"incidentio_teams_show","name":"Show Team","description":"Get a single team by ID from incident.io, along with its members","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to fetch (e.g., \\"01JPQA75EPNEES4479P16P4XAB\\")"}}},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by email address"},"slack_user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by Slack user ID"}}},"incidentio_users_show":{"id":"incidentio_users_show","name":"Incident.io Users Show","description":"Get detailed information about a specific user in your Incident.io workspace by their ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the user to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_create":{"id":"incidentio_workflows_create","name":"incident.io Workflows Create","description":"Create a new workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the workflow (e.g., \\"Notify on Critical Incidents\\")"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder to organize the workflow in"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State of the workflow (active, draft, or disabled)","default":"draft"},"trigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trigger type for the workflow (e.g., \\"incident.updated\\", \\"incident.created\\")","default":"incident.updated"},"steps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow steps as JSON string. Example: [{\\"label\\": \\"Notify team\\", \\"name\\": \\"slack.post_message\\"}]","default":"[]"},"condition_groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of condition groups as JSON string to control when the workflow runs. Example: [{\\"conditions\\": [{\\"operation\\": \\"one_of\\", \\"param_bindings\\": [], \\"subject\\": \\"incident.severity\\"}]}]","default":"[]"},"runs_on_incidents":{"type":"string","required":false,"visibility":"user-or-llm","description":"When to run the workflow: \\"newly_created\\" (only new incidents), \\"newly_created_and_active\\" (new and active incidents), \\"active\\" (only active incidents), or \\"all\\" (all incidents)","default":"newly_created"},"runs_on_incident_modes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of incident modes to run on as JSON string. Example: [\\"standard\\", \\"retrospective\\"]","default":"[\\"standard\\"]"},"include_private_incidents":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include private incidents","default":true},"continue_on_step_error":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails","default":false},"once_for":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of fields to ensure the workflow runs only once per unique combination of these fields, as JSON string. Example: [\\"incident.id\\"]","default":"[]"},"expressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow expressions as JSON string for advanced workflow logic. Example: [{\\"label\\": \\"My expression\\", \\"operations\\": []}]","default":"[]"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as JSON string. Example: {\\"for_seconds\\": 60, \\"conditions_apply_over_delay\\": false}"}}},"incidentio_workflows_delete":{"id":"incidentio_workflows_delete","name":"incident.io Workflows Delete","description":"Delete a workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_list":{"id":"incidentio_workflows_list","name":"incident.io Workflows List","description":"List all workflows in your incident.io workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_workflows_show":{"id":"incidentio_workflows_show","name":"incident.io Workflows Show","description":"Get details of a specific workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"skip_step_upgrades":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip workflow step upgrades when existing workflow step parameters changed"}}},"incidentio_workflows_update":{"id":"incidentio_workflows_update","name":"incident.io Workflows Update","description":"Update an existing workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the workflow (e.g., \\"Notify on Critical Incidents\\")"},"steps":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow steps as a JSON string"},"condition_groups":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow condition groups as a JSON string"},"runs_on_incidents":{"type":"string","required":true,"visibility":"user-or-llm","description":"When to run the workflow: newly_created, newly_created_and_active, active, or all"},"runs_on_incident_modes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of incident modes to run on as a JSON string"},"include_private_incidents":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to include private incidents"},"continue_on_step_error":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails"},"once_for":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of fields that make the workflow run once as a JSON string"},"expressions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow expressions as a JSON string"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for the workflow (active, draft, or disabled)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"New folder for the workflow"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as a JSON string"}}},"infisical_create_secret":{"id":"infisical_create_secret","name":"Infisical Create Secret","description":"Create a new secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The value of the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path for the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to attach to the secret"}}},"infisical_delete_secret":{"id":"infisical_delete_secret","name":"Infisical Delete Secret","description":"Delete a secret from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to delete"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"}}},"infisical_get_secret":{"id":"infisical_get_secret","name":"Infisical Get Secret","description":"Retrieve a single secret by name from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to retrieve"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"version":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific version of the secret to retrieve"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the secret value in the response (default: true)"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"}}},"infisical_list_secrets":{"id":"infisical_list_secrets","name":"Infisical List Secrets","description":"List all secrets in a project environment. Returns secret keys, values, comments, tags, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). 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API"},"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instagram media id"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of comments to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_list_conversations":{"id":"instagram_list_conversations","name":"Instagram List Conversations","description":"List Instagram Direct conversations for the professional account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of conversations to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_list_media":{"id":"instagram_list_media","name":"Instagram List Media","description":"List recent media on the Instagram professional account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of media items to return (default 25, max 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous list_media 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API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"media":{"type":"file[]","required":true,"visibility":"user-or-llm","description":"2-10 media files uploaded to Sim or referenced from previous blocks"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Carousel caption"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_publish_image":{"id":"instagram_publish_image","name":"Instagram Publish Image","description":"Create and publish a single JPEG image post from a Sim file (polls until the container is ready)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to 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The recipient must have messaged the account first (24h window).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"igUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instagram professional account user id (defaults to /me)"},"recipientId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instagram-scoped user id (IGSID) of the recipient"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text (max 1000 bytes UTF-8)"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_set_comments_enabled":{"id":"instagram_set_comments_enabled","name":"Instagram Set Comments Enabled","description":"Enable or disable comments on an Instagram media object","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Instagram media id"},"commentEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"True to enable comments, false to disable"}},"oauth":{"required":true,"provider":"instagram"}},"instantly_activate_campaign":{"id":"instantly_activate_campaign","name":"Instantly Activate Campaign","description":"Activates, starts, or resumes an Instantly V2 campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"}}},"instantly_create_campaign":{"id":"instantly_create_campaign","name":"Instantly Create Campaign","description":"Creates an Instantly V2 campaign using the documented campaign schedule schema.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign name"},"campaign_schedule":{"type":"json","required":true,"visibility":"user-or-llm","description":"Campaign schedule object with schedules array"},"sequences":{"type":"array","required":false,"visibility":"user-or-llm","description":"Campaign sequence definitions","items":{"type":"object","description":"Sequence object"}},"email_list":{"type":"array","required":false,"visibility":"user-or-llm","description":"Sending email accounts","items":{"type":"string","description":"Email address"}},"daily_limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily sending limit"},"daily_max_leads":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily maximum new leads to contact"},"open_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track opens"},"stop_on_reply":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stop the campaign on reply"},"link_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track links"},"text_only":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the campaign is text only"},"email_gap":{"type":"number","required":false,"visibility":"user-or-llm","description":"Gap between emails in minutes"},"pl_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Value of every positive lead"}}},"instantly_create_lead":{"id":"instantly_create_lead","name":"Instantly Create Lead","description":"Creates an Instantly V2 lead in a campaign or lead list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaign":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID associated with the lead"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID associated with the lead"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead email address. 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search, status, tag, and pagination filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of campaigns to return, from 1 to 100"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from next_starting_after"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by campaign name"},"tag_ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated campaign tag IDs"},"ai_sales_agent_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter campaigns by AI Sales Agent ID"},"status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Campaign status enum value"}}},"instantly_list_emails":{"id":"instantly_list_emails","name":"Instantly List Emails","description":"Retrieves Instantly V2 Unibox emails with search and pagination filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of emails to return, from 1 to 100"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from next_starting_after"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query, email address, or thread:<thread-id>"},"campaign_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID filter"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID filter"},"i_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Email interest status filter"},"eaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sending email account filter"},"lead":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead email address filter"},"is_unread":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unread status filter"}}},"instantly_list_lead_lists":{"id":"instantly_list_lead_lists","name":"Instantly List Lead Lists","description":"Retrieves Instantly V2 lead lists with search and pagination filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of lead lists to return, from 1 to 100"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Starting-after timestamp cursor"},"has_enrichment_task":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by enrichment task setting"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter lead lists by name"}}},"instantly_list_leads":{"id":"instantly_list_leads","name":"Instantly List Leads","description":"Retrieves Instantly V2 leads with search, campaign, list, and pagination filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by first name, last name, or email"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Instantly lead filter value, such as FILTER_VAL_CONTACTED or FILTER_VAL_ACTIVE"},"campaign":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID to filter leads"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID to filter leads"},"in_campaign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the lead is in a campaign"},"in_list":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the lead is in a list"},"ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lead IDs to include","items":{"type":"string","description":"Lead ID"}},"excluded_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lead IDs to exclude","items":{"type":"string","description":"Lead ID"}},"organization_user_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Organization user IDs to filter leads","items":{"type":"string","description":"Organization user ID"}},"smart_view_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Smart view ID to filter leads"},"contacts":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lead email addresses to include","items":{"type":"string","description":"Email address"}},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of leads to return, from 1 to 100"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Forward pagination cursor from next_starting_after"},"distinct_contacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return distinct contacts"},"is_website_visitor":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the lead is a website visitor"},"enrichment_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Enrichment status filter"},"esg_code":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email security gateway code filter"}}},"instantly_patch_campaign":{"id":"instantly_patch_campaign","name":"Instantly Patch Campaign","description":"Updates documented Instantly V2 campaign fields.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign name"},"campaign_schedule":{"type":"json","required":false,"visibility":"user-or-llm","description":"Campaign schedule object with schedules array"},"sequences":{"type":"array","required":false,"visibility":"user-or-llm","description":"Campaign sequence definitions","items":{"type":"object","description":"Sequence object"}},"email_list":{"type":"array","required":false,"visibility":"user-or-llm","description":"Sending email accounts","items":{"type":"string","description":"Email address"}},"daily_limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily sending limit"},"daily_max_leads":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily maximum new leads to contact"},"open_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track opens"},"stop_on_reply":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stop the campaign on reply"},"link_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track links"},"text_only":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the campaign is text only"},"email_gap":{"type":"number","required":false,"visibility":"user-or-llm","description":"Gap between emails in minutes"},"pl_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Value of every positive lead"}}},"instantly_patch_lead":{"id":"instantly_patch_lead","name":"Instantly Patch Lead","description":"Updates fields on an existing Instantly V2 lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead ID"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead first name"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead last name"},"company_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead company name"},"job_title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead job title"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead phone number"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead website"},"personalization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead personalization text"},"lt_interest_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lead interest status value"},"pl_value_lead":{"type":"string","required":false,"visibility":"user-or-llm","description":"Potential value of the lead"},"assigned_to":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user assigned to the lead"},"custom_variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom variable object with string, number, boolean, or null values"}}},"instantly_pause_campaign":{"id":"instantly_pause_campaign","name":"Instantly Pause Campaign","description":"Pauses a running Instantly V2 campaign, stopping further email sends.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"}}},"instantly_reply_to_email":{"id":"instantly_reply_to_email","name":"Instantly Reply To Email","description":"Sends an Instantly V2 reply to an existing Unibox email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"eaccount":{"type":"string","required":true,"visibility":"user-or-llm","description":"Connected email account used to send the reply"},"reply_to_uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email ID to reply to"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reply subject"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Reply body object with text and/or html"},"cc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated CC email addresses"},"bcc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated BCC email addresses"}}},"instantly_update_lead_interest_status":{"id":"instantly_update_lead_interest_status","name":"Instantly Update Lead Interest Status","description":"Submits an Instantly V2 background job to update a lead interest status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"lead_email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address"},"interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Interest status value. Leave empty in the block or pass null to reset to Lead."},"campaign_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID for the lead"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID for the lead"},"ai_interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"AI interest value to set for the lead"},"disable_auto_interest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to disable auto interest"}}},"intercom_assign_conversation_v2":{"id":"intercom_assign_conversation_v2","name":"Assign Conversation in Intercom","description":"Assign a conversation to an admin or team in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to assign"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the assignment"},"assignee_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the conversation to. Set to \\"0\\" to unassign."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional message to add when assigning (e.g., \\"Passing to the support team\\")"}}},"intercom_attach_contact_to_company_v2":{"id":"intercom_attach_contact_to_company_v2","name":"Attach Contact to Company in Intercom","description":"Attach a contact to a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to attach to the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to attach the contact to"}}},"intercom_close_conversation_v2":{"id":"intercom_close_conversation_v2","name":"Close Conversation in Intercom","description":"Close a conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to close"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional closing message to add to the conversation"}}},"intercom_create_company":{"id":"intercom_create_company","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_company_v2":{"id":"intercom_create_company_v2","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_contact":{"id":"intercom_create_contact","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}}},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}}},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}}},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}}},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}}},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_search_contacts":{"id":"intercom_search_contacts","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_contacts_v2":{"id":"intercom_search_contacts_v2","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations":{"id":"intercom_search_conversations","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations_v2":{"id":"intercom_search_conversations_v2","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_snooze_conversation_v2":{"id":"intercom_snooze_conversation_v2","name":"Snooze Conversation in Intercom","description":"Snooze a conversation to reopen at a future time","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to snooze"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"snoozed_until":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp for when the conversation should reopen"}}},"intercom_tag_contact_v2":{"id":"intercom_tag_contact_v2","name":"Tag Contact in Intercom","description":"Add a tag to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"}}},"intercom_tag_conversation_v2":{"id":"intercom_tag_conversation_v2","name":"Tag Conversation in Intercom","description":"Add a tag to a specific conversation","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin applying the tag"}}},"intercom_untag_contact_v2":{"id":"intercom_untag_contact_v2","name":"Untag Contact in Intercom","description":"Remove a tag from a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to untag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to remove"}}},"intercom_update_contact":{"id":"intercom_update_contact","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_contact_v2":{"id":"intercom_update_contact_v2","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_ticket_v2":{"id":"intercom_update_ticket_v2","name":"Update Ticket in Intercom","description":"Update a ticket in Intercom (change state, assignment, attributes)","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket to update"},"ticket_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with ticket attributes (e.g., {\\"_default_title_\\":\\"New Title\\",\\"_default_description_\\":\\"Updated description\\"})"},"open":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to false to close the ticket, true to keep it open"},"is_shared":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the ticket is visible to users"},"snoozed_until":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket should reopen"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin performing the update (needed for workflows and attribution)"},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the ticket to. Set to \\"0\\" to unassign."}}},"jina_read_url":{"id":"jina_read_url","name":"Jina Reader","description":"Extract and process web content into clean, LLM-friendly text using Jina AI Reader. Supports advanced content parsing, link gathering, and multiple output formats with configurable processing options.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to read and convert to markdown (e.g., \\"https://example.com/page\\")"},"useReaderLMv2":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to use ReaderLM-v2 for better quality (3x token cost)"},"gatherLinks":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to gather all links at the end"},"jsonResponse":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to return response in JSON format"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from the page with metadata"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"},"withIframe":{"type":"boolean","required":false,"visibility":"user-only","description":"Include iframe content in extraction"},"withShadowDom":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract Shadow DOM content"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"robotsTxt":{"type":"string","required":false,"visibility":"user-only","description":"Bot User-Agent for robots.txt checking"},"dnt":{"type":"boolean","required":false,"visibility":"user-only","description":"Do Not Track - prevents caching/tracking"},"noGfm":{"type":"boolean","required":false,"visibility":"user-only","description":"Disable GitHub Flavored Markdown"}}},"jina_search":{"id":"jina_search","name":"Jina Search","description":"Search the web and return top 5 results with LLM-friendly content. Each result is automatically processed through Jina Reader API. Supports geographic filtering, site restrictions, and pagination.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string (e.g., \\"machine learning tutorials\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"num":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results per page (default: 5)"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Restrict results to specific domain(s). 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\\"abc123-def456-ghi789\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Original client-specified order ID"},"updatedClientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New client-specified order ID after amendment"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated quantity for the order (e.g., \\"10\\", \\"100\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in cents 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Default: all levels"}}},"kalshi_get_orders":{"id":"kalshi_get_orders","name":"Get Orders from Kalshi","description":"Retrieve your orders from Kalshi with optional filtering","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_orders_v2":{"id":"kalshi_get_orders_v2","name":"Get Orders from Kalshi V2","description":"Retrieve your orders from Kalshi with optional filtering (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"minTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum timestamp filter (Unix timestamp, e.g., \\"1704067200\\")"},"maxTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum timestamp filter (Unix timestamp, e.g., \\"1704153600\\")"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount identifier to filter orders"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions":{"id":"kalshi_get_positions","name":"Get Positions from Kalshi","description":"Retrieve your open positions from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions_v2":{"id":"kalshi_get_positions_v2","name":"Get Positions from Kalshi V2","description":"Retrieve your open positions from Kalshi (V2 - 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chat","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"}}},"linq_start_typing":{"id":"linq_start_typing","name":"Start Typing Indicator","description":"Show a typing indicator in a one-on-one chat (iMessage only, not group chats)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"}}},"linq_stop_typing":{"id":"linq_stop_typing","name":"Stop Typing Indicator","description":"Stop the typing indicator in a one-on-one chat (iMessage only, not group chats)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"}}},"linq_update_chat":{"id":"linq_update_chat","name":"Update Chat","description":"Update chat properties such as group display name and icon","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New display name for the group chat"},"groupChatIcon":{"type":"string","required":false,"visibility":"user-or-llm","description":"New group chat icon (publicly accessible image URL)"}}},"linq_update_contact_card":{"id":"linq_update_contact_card","name":"Update Contact Card","description":"Partially update an existing active contact card for a phone number","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number in E.164 format identifying the card to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New last name"},"imageUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New profile photo URL"}}},"linq_update_webhook_subscription":{"id":"linq_update_webhook_subscription","name":"Update Webhook Subscription","description":"Update a webhook subscription (target URL, events, phone filter, or active state)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"subscriptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the webhook subscription"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New HTTPS endpoint that will receive events"},"subscribedEvents":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of event types to subscribe to"},"phoneNumbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of E.164 phone numbers to filter by"},"isActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the subscription should be active"}}},"llm_chat":{"id":"llm_chat","name":"LLM Chat","description":"Send a chat completion request to any supported LLM provider","version":"1.0.0","params":{"model":{"type":"string","required":true,"description":"The model to use (e.g., gpt-4o, claude-sonnet-4-5, gemini-2.0-flash)"},"systemPrompt":{"type":"string","required":false,"description":"System prompt to set the behavior of the assistant"},"context":{"type":"string","required":true,"description":"The user message or context to send to the model"},"apiKey":{"type":"string","required":false,"visibility":"hidden","description":"API key for the provider (uses platform key if not provided for hosted models)"},"temperature":{"type":"number","required":false,"description":"Temperature for response generation (0-2)"},"maxTokens":{"type":"number","required":false,"description":"Maximum tokens in the response"},"azureEndpoint":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI endpoint URL"},"azureApiVersion":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI API version"},"vertexProject":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud project ID for Vertex AI"},"vertexLocation":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud location for Vertex AI (defaults to us-central1)"},"vertexCredential":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud OAuth credential ID for Vertex AI"},"bedrockAccessKeyId":{"type":"string","required":false,"visibility":"hidden","description":"AWS Access Key ID for Bedrock"},"bedrockSecretKey":{"type":"string","required":false,"visibility":"hidden","description":"AWS Secret Access Key for Bedrock"},"bedrockRegion":{"type":"string","required":false,"visibility":"hidden","description":"AWS region for Bedrock (defaults to us-east-1)"}}},"logfire_get_token_info":{"id":"logfire_get_token_info","name":"Logfire Get Token Info","description":"Resolve which Logfire organization and project a read token belongs to. Useful for confirming a credential targets the expected project before querying it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."}}},"logfire_get_trace":{"id":"logfire_get_trace","name":"Logfire Get Trace","description":"Fetch every span and log belonging to a Logfire trace, ordered from earliest to latest, so a single request can be reconstructed end to end.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"traceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"32-character hexadecimal trace identifier"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum spans to return. Logfire defaults to 100 and caps at 10000."}}},"logfire_query":{"id":"logfire_query","name":"Logfire Query","description":"Run a read-only SQL query against Logfire traces, logs, and metrics. Reads the records and metrics tables using PostgreSQL-compatible syntax.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"sql":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to run against the records or metrics table"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum rows to return. Logfire defaults to 100 and caps at 10000."},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone used to evaluate the query, for example Europe/Paris"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"}}},"logfire_search_records":{"id":"logfire_search_records","name":"Logfire Search Records","description":"Search Logfire spans and logs using structured filters for message text, service, span name, severity, environment, and exceptions. Returns the most recent matches first without writing SQL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive text to match within the record message"},"service":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact service name to filter on"},"spanName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact span name to filter on"},"minLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum severity to include: trace, debug, info, notice, warn, error, or fatal"},"exceptionsOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return records that recorded an exception"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum records to return. Logfire defaults to 100 and caps at 10000."}}},"logs_get":{"id":"logs_get","name":"Get Log by ID","description":"Fetch a single workflow execution log entry by its log ID.","version":"1.0.0","params":{"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log entry ID"}}},"logs_get_execution":{"id":"logs_get_execution","name":"Get Execution Details","description":"Fetch full execution details for a workflow run, including the per-block state snapshot.","version":"1.0.0","params":{"executionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Execution ID returned by a workflow run"}}},"logs_get_run_details":{"id":"logs_get_run_details","name":"Get Run Details","description":"Fetch details for a single workflow run by its run ID, including the full trace spans.","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The run ID to fetch details for"}}},"logs_query":{"id":"logs_query","name":"Query Logs","description":"Query workflow execution logs in the current workspace with filters.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"executionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter logs to a single execution ID"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Log level filter: \'all\', \'info\', \'error\', \'running\', \'pending\'. Comma-separated for multiple."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated triggers (api, webhook, schedule, manual, chat, mothership)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max logs to return (default 100, max 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor returned by a previous query"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"}}},"logs_query_runs":{"id":"logs_query_runs","name":"Query Logs","description":"Query workflow run logs in the current workspace with the full Logs-page filter set. Returns matching run IDs.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"folderIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated folder IDs to filter by (descendants included)"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses: \'info\', \'error\', \'running\', \'pending\', \'cancelled\'. Omit for all."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated trigger types (api, webhook, schedule, manual, chat, mcp, workflow, sim, …)"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"},"costOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cost comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"costValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cost threshold in credits, compared using costOperator"},"durationOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"durationValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration threshold in milliseconds, compared using durationOperator"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max run IDs to return (default 100, max 200)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"}}},"loops_check_contact_suppression":{"id":"loops_check_contact_suppression","name":"Loops Check Contact Suppression","description":"Check whether a Loops contact is on the suppression list (bounced, complained, or unsubscribed) by email address or userId.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to check (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to check (at least one of email or userId is required)"}}},"loops_create_contact":{"id":"loops_create_contact","name":"Loops Create Contact","description":"Create a new contact in your Loops audience with an email address and optional properties like name, user group, and mailing list subscriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address for the new contact"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (defaults to true)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique user identifier from your application"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (string, number, boolean, or date values)"}}},"loops_create_contact_property":{"id":"loops_create_contact_property","name":"Loops Create Contact Property","description":"Create a new custom contact property in your Loops account. The property name must be in camelCase format.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property name in camelCase format (e.g., \\"favoriteColor\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property data type (e.g., \\"string\\", \\"number\\", \\"boolean\\", \\"date\\")"}}},"loops_delete_contact":{"id":"loops_delete_contact","name":"Loops Delete Contact","description":"Delete a contact from Loops by email address or userId. At least one identifier must be provided.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact to delete (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact to delete (at least one of email or userId is required)"}}},"loops_find_contact":{"id":"loops_find_contact","name":"Loops Find Contact","description":"Find a contact in Loops by email address or userId. Returns an array of matching contacts with all their properties including name, subscription status, user group, and mailing lists.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to search for (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to search for (at least one of email or userId is required)"}}},"loops_get_transactional_email":{"id":"loops_get_transactional_email","name":"Loops Get Transactional Email","description":"Retrieve a single transactional email template from your Loops account by its ID, including its data variables and draft/published message IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to retrieve"}}},"loops_list_contact_properties":{"id":"loops_list_contact_properties","name":"Loops List Contact Properties","description":"Retrieve a list of contact properties from your Loops account. Returns each property with its key, label, and data type. Can filter to show all properties or only custom ones.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter type: \\"all\\" for all properties (default) or \\"custom\\" for custom properties only"}}},"loops_list_mailing_lists":{"id":"loops_list_mailing_lists","name":"Loops List Mailing Lists","description":"Retrieve all mailing lists from your Loops account. Returns each list with its ID, name, description, and public/private status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"}}},"loops_list_transactional_emails":{"id":"loops_list_transactional_emails","name":"Loops List Transactional Emails","description":"Retrieve a list of published transactional email templates from your Loops account. Returns each template with its ID, name, created/updated timestamps, and data variables.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (10-50, default: 20)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response to fetch the next page"}}},"loops_remove_contact_suppression":{"id":"loops_remove_contact_suppression","name":"Loops Remove Contact Suppression","description":"Remove a Loops contact from the suppression list by email address or userId, allowing them to receive emails again. Subject to a team removal quota.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to remove from suppression (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to remove from suppression (at least one of email or userId is required)"}}},"loops_send_event":{"id":"loops_send_event","name":"Loops Send Event","description":"Send an event to Loops to trigger automated email sequences for a contact. Identify the contact by email or userId and include optional event properties and mailing list changes.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact (at least one of email or userId is required)"},"eventName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to trigger"},"eventProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Event data as key-value pairs (string, number, boolean, or date values)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"}}},"loops_send_transactional_email":{"id":"loops_send_transactional_email","name":"Loops Send Transactional Email","description":"Send a transactional email to a recipient using a Loops template. Supports dynamic data variables for personalization and optionally adds the recipient to your audience.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the recipient"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to send"},"dataVariables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template data variables as key-value pairs (string or number values)"},"addToAudience":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to create the recipient as a contact if they do not already exist (default: false)"},"attachments":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of file attachments. Each object must have filename (string), contentType (MIME type string), and data (base64-encoded string)."}}},"loops_update_contact":{"id":"loops_update_contact","name":"Loops Update Contact","description":"Update an existing contact in Loops by email or userId. Creates a new contact if no match is found (upsert). Can update name, subscription status, user group, mailing lists, and custom properties.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId (at least one of email or userId is required)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (sending true re-subscribes unsubscribed contacts)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (send null to reset a property)"}}},"luma_add_guests":{"id":"luma_add_guests","name":"Luma Add Guests","description":"Add guests to a Luma event by email. Guests are added with Going (approved) status and receive one ticket of the default ticket type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID (starts with evt-)"},"guests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of guest objects. Each guest requires an \\"email\\" field and optionally \\"name\\", \\"first_name\\", \\"last_name\\". Example: [{\\"email\\": \\"user@example.com\\", \\"name\\": \\"John Doe\\"}]"}}},"luma_cancel_event":{"id":"luma_cancel_event","name":"Luma Cancel Event","description":"Cancel a Luma event. This is irreversible and notifies all registered guests. Requires a cancellation token obtained from the Request Event Cancellation endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID to cancel (starts with evt-)"},"cancellationToken":{"type":"string","required":true,"visibility":"user-only","description":"Cancellation token from the Request Event Cancellation endpoint (POST /v1/event/cancel/request)"},"shouldRefund":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to refund paid guests. 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key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for retrieving messages (e.g., mg.example.com)"},"messageKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message storage key"}}},"mailgun_list_domains":{"id":"mailgun_list_domains","name":"Mailgun List Domains","description":"List all domains for your Mailgun account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"}}},"mailgun_list_messages":{"id":"mailgun_list_messages","name":"Mailgun List Messages","description":"List events (logs) for messages sent through Mailgun","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for listing events (e.g., mg.example.com)"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event type (accepted, delivered, failed, opened, clicked, etc.)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 100)"}}},"mailgun_send_message":{"id":"mailgun_send_message","name":"Mailgun Send Message","description":"Send an email using Mailgun API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun sending domain (e.g., mg.example.com)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (e.g., sender@example.com or \\"Name <sender@example.com>\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (e.g., user@example.com). Use comma-separated values for multiple recipients"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text body of the email"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML body of the email (e.g., \\"<h1>Hello</h1><p>Message content</p>\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email address (e.g., cc@example.com). Use comma-separated values for multiple recipients"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email address (e.g., bcc@example.com). Use comma-separated values for multiple recipients"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags for the email (comma-separated)"}}},"managed_agent_archive_session":{"id":"managed_agent_archive_session","name":"Managed Agent Archive Session","description":"Archive a Managed Agent session, preserving its history. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_create_session":{"id":"managed_agent_create_session","name":"Managed Agent Create Session","description":"Create a Claude Platform Managed Agent session and return its id without waiting for a reply.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\')."},"userMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional first message; seeds initial_events and starts the agent immediately."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_delete_session":{"id":"managed_agent_delete_session","name":"Managed Agent Delete Session","description":"Permanently delete a Managed Agent session, its events, and its sandbox. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_get_session":{"id":"managed_agent_get_session","name":"Managed Agent Get Session","description":"Read a Managed Agent session: status, stop reason, token usage, metadata, and any tool calls awaiting approval.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_interrupt_session":{"id":"managed_agent_interrupt_session","name":"Managed Agent Interrupt Session","description":"Stop a running Managed Agent session; it stays usable afterwards.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_list_events":{"id":"managed_agent_list_events","name":"Managed Agent List Events","description":"Read a Managed Agent session\'s event history and the agent\'s reply text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"eventTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Optional event-type filter, e.g. [\'agent.message\']. Omit to return every event."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum events to return, keeping the most recent (default 500)."}}},"managed_agent_respond_custom_tool":{"id":"managed_agent_respond_custom_tool","name":"Managed Agent Respond To Custom Tool","description":"Return the result of a custom tool a Managed Agent session is waiting on so it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"customToolUseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The custom tool-use EVENT id being answered, from Get Session pendingTools[].id where kind is \'custom_tool_result\'."},"result":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tool\'s output, returned to the agent as text."},"isError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the result as a failure so the agent can adjust its approach."}}},"managed_agent_respond_tool_confirmation":{"id":"managed_agent_respond_tool_confirmation","name":"Managed Agent Respond To Tool Confirmation","description":"Allow or deny the tool calls a Managed Agent session is waiting on before it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"toolUseIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Blocking tool-use EVENT ids, from Get Session pendingTools[].id where kind is \'confirmation\' (not toolu_ ids)."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"\'allow\' to let the tools run, or \'deny\' to reject them."},"denyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason surfaced to the agent. Only sent when the decision is deny."}}},"managed_agent_run_session":{"id":"managed_agent_run_session","name":"Managed Agent Run Session","description":"Open a Claude Platform Managed Agent session and return the assistant response as text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to run the agent with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\'); the actual type is re-resolved server-side for routing."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the Managed Agent."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_send_message":{"id":"managed_agent_send_message","name":"Managed Agent Send Message","description":"Send a user message to an existing Claude Platform Managed Agent session.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the session."}}},"managed_agent_update_session":{"id":"managed_agent_update_session","name":"Managed Agent Update Session","description":"Update a Managed Agent session\'s title or metadata.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New session title."},"sessionParameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Replacement metadata map (replaces all stored metadata, not merged). Leaving it empty leaves the stored metadata unchanged — use clearMetadata to remove it."},"clearMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Removes all of the session\'s stored metadata. Overrides any map supplied above."}}},"mem0_add_memories":{"id":"mem0_add_memories","name":"Add Memories","description":"Add memories to Mem0 for persistent storage and retrieval","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID associated with the memory (e.g., \\"user_123\\", \\"alice@example.com\\")"},"messages":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of message objects with role and content (e.g., [{\\"role\\": \\"user\\", \\"content\\": \\"Hello\\"}])"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_get_memories":{"id":"mem0_get_memories","name":"Get Memories","description":"Retrieve memories from Mem0 by ID or filter criteria","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"memoryId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific memory ID to retrieve (e.g., \\"mem_abc123\\")"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for filtering by created_at (e.g., \\"2024-01-15\\")"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for filtering by created_at (e.g., \\"2024-12-31\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"page":{"type":"number","required":false,"default":1,"visibility":"user-or-llm","description":"Page number to retrieve for paginated list results"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_search_memories":{"id":"mem0_search_memories","name":"Search Memories","description":"Search for memories in Mem0 using semantic search","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to search memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to find relevant memories (e.g., \\"What are my favorite foods?\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"memory_add":{"id":"memory_add","name":"Add Memory","description":"Add a new memory to the database or append to existing memory with the same ID.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}}},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{}},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_group":{"id":"microsoft_ad_update_group","name":"Update Azure AD Group","description":"Update group properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailNickname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mail alias"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\""}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_user":{"id":"microsoft_ad_update_user","name":"Update Azure AD User","description":"Update user properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"accountEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is enabled"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_dataverse_associate":{"id":"microsoft_dataverse_associate","name":"Associate Microsoft Dataverse Records","description":"Associate two records in Microsoft Dataverse via a navigation property. Creates a relationship between a source record and a target record. Supports both collection-valued (POST) and single-valued (PUT) navigation properties.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetEntitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target entity set name (e.g., contacts)"},"targetRecordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target record GUID to associate"},"navigationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of navigation property: \\"collection\\" (default, uses POST) or \\"single\\" (uses PUT for lookup fields)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_multiple":{"id":"microsoft_dataverse_create_multiple","name":"Create Multiple Microsoft Dataverse Records","description":"Create multiple records of the same table type in a single request. Each record in the Targets array must include an @odata.type annotation. Recommended batch size: 100-1000 records for standard tables.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_record":{"id":"microsoft_dataverse_create_record","name":"Create Microsoft Dataverse Record","description":"Create a new record in a Microsoft Dataverse table. Requires the entity set name (plural table name) and record data as a JSON object.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_delete_record":{"id":"microsoft_dataverse_delete_record","name":"Delete Microsoft Dataverse Record","description":"Delete a record from a Microsoft Dataverse table by its ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to delete"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_disassociate":{"id":"microsoft_dataverse_disassociate","name":"Disassociate Microsoft Dataverse Records","description":"Remove an association between two records in Microsoft Dataverse. For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. Stores the file in execution storage and returns a file reference, plus the base64 content and metadata directly.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to download the file from"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_action":{"id":"microsoft_dataverse_execute_action","name":"Execute Microsoft Dataverse Action","description":"Execute a bound or unbound Dataverse action. Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $select and $expand OData query options.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to retrieve"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_list_records":{"id":"microsoft_dataverse_list_records","name":"List Microsoft Dataverse Records","description":"Query and list records from a Microsoft Dataverse table. Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. Each object: {\\"Name\\":\\"account\\",\\"SelectColumns\\":[\\"name\\"],\\"SearchColumns\\":[\\"name\\"],\\"Filter\\":\\"statecode eq 0\\"}"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Global OData filter applied across all entities (e.g., \\"createdon gt 2024-01-01\\")"},"facets":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of facet specifications (e.g., [\\"entityname,count:100\\",\\"ownerid,count:100\\"])"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default: 50, max: 100)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort expressions (e.g., [\\"createdon desc\\"])"},"searchMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: \\"any\\" (default, match any term) or \\"all\\" (match all terms)"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query type: \\"simple\\" (default) or \\"lucene\\" (enables regex, fuzzy, proximity, boosting)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_update_multiple":{"id":"microsoft_dataverse_update_multiple","name":"Update Multiple Microsoft Dataverse Records","description":"Update multiple records of the same table type in a single request. 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If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). If omitted, the range must use the combined \\"Sheet1!A1:B2\\" format."},"range":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cell range to format (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\")"},"fillColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background fill color as an HTML hex code (e.g., \\"#FFFF00\\")."},"fontBold":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is bold."},"fontItalic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is italic."},"fontColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font color as an HTML hex code (e.g., \\"#FF0000\\")."},"fontSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Font size in points (e.g., 12)."},"fontName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font name (e.g., \\"Calibri\\")."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_read":{"id":"microsoft_excel_read","name":"Read from Microsoft Excel","description":"Read data from a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. 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When provided, the table is sorted and range/sheetName are ignored."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). Used for range sorts when the range does not include a sheet name."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to sort (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\"). Required when no table name is provided."},"sortColumn":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based column index within the range or table to sort on (0 = first column)."},"sortAscending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to sort in ascending order. Defaults to true."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the range has a header row that should be excluded from sorting. Only applies to range sorts. 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\\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task 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\\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., 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(e.g., {\\"label\\":\\"Done\\"} for a status column)"},"createLabelsIfMissing":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create status/dropdown labels that do not yet exist on the column"}},"oauth":{"required":true,"provider":"monday"}},"monday_create_board":{"id":"monday_create_board","name":"Monday Create Board","description":"Create a new board in Monday.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Monday.com OAuth access token"},"boardName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the new board"},"boardKind":{"type":"string","required":true,"visibility":"user-or-llm","description":"The board kind: public, private, or share"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"The board description"},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the workspace to create the board in"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the folder to create the board in"}},"oauth":{"required":true,"provider":"monday"}},"monday_create_column":{"id":"monday_create_column","name":"Monday Create Column","description":"Create a new column on a Monday.com board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Monday.com OAuth access token"},"boardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the board to create the column on"},"columnTitle":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new column"},"columnType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The column type (e.g., status, text, numbers, date, people, 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hex code (e.g., \\"#ff642e\\")"}},"oauth":{"required":true,"provider":"monday"}},"monday_create_item":{"id":"monday_create_item","name":"Monday Create Item","description":"Create a new item on a Monday.com board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Monday.com OAuth access token"},"boardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the board to create the item on"},"itemName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the new item"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The group ID to create the item in"},"columnValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of column values to set (e.g., {\\"status\\":\\"Done\\",\\"date\\":\\"2024-01-01\\"})"}},"oauth":{"required":true,"provider":"monday"}},"monday_create_subitem":{"id":"monday_create_subitem","name":"Monday Create Subitem","description":"Create a subitem under a parent item on Monday.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Monday.com OAuth access token"},"parentItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the parent item"},"itemName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the new subitem"},"columnValues":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of column values to set"}},"oauth":{"required":true,"provider":"monday"}},"monday_create_update":{"id":"monday_create_update","name":"Monday Create Update","description":"Add an update (comment) to a Monday.com 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Defaults to native."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected embedding provider"}}},"openai_image":{"id":"openai_image","name":"Image Generator","description":"Generate images using OpenAI\'s Image models","version":"1.0.0","params":{"model":{"type":"string","required":true,"visibility":"user-only","description":"The model to use. Supports dall-e-3, gpt-image-2, gpt-image-1.5, gpt-image-1, and gpt-image-1-mini."},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"A text description of the desired image"},"size":{"type":"string","required":true,"visibility":"user-or-llm","description":"Image size. dall-e-3: 1024x1024, 1024x1792, or 1792x1024. GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. This tool returns a single generated image."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your OpenAI API key"}}},"outlook_calendar_create_event":{"id":"outlook_calendar_create_event","name":"Outlook Create Calendar Event","description":"Create a new Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to create the event in. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event subject/title"},"startDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time (ISO 8601, e.g. 2025-06-03T10:00:00-08:00). A date-only value (2025-06-03) for both start and end creates an all-day event."},"endDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time (ISO 8601, e.g. 2025-06-03T11:00:00-08:00). A date-only value (2025-06-04) for both start and end creates an all-day event."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name (e.g. America/Los_Angeles). Used for datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day"},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time window (ISO 8601, e.g. 2025-06-03T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time window (ISO 8601, e.g. 2025-06-10T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return per page (default: 10, max: 100)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events (default: start/dateTime)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Full @odata.nextLink URL from a previous page to continue paging"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_respond":{"id":"outlook_calendar_respond","name":"Outlook Respond to Calendar Invite","description":"Accept, tentatively accept, or decline an Outlook calendar event invitation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to respond to"},"responseType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The response: accept, tentativelyAccept, or decline"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to include with the response"},"sendResponse":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send a response to the organizer (default: true)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_update_event":{"id":"outlook_calendar_update_event","name":"Outlook Update Calendar Event","description":"Update an existing Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to update"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event subject/title"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time (ISO 8601). A date-only value (2025-06-03) converts the event to all-day."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time (ISO 8601). A date-only value (2025-06-04) converts the event to all-day."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name applied to updated datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Replacement attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day. Setting this true requires also sending startDateTime, since Graph needs midnight bounds."},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_copy":{"id":"outlook_copy","name":"Outlook Copy","description":"Copy an Outlook message to another folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to copy"},"destinationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the destination folder"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_create_folder":{"id":"outlook_create_folder","name":"Outlook Create Folder","description":"Create a new mail folder in the root of the Outlook 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An account is auto-created for it if one does not exist."},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to pre-fill, as defined by the inquiry template (e.g. {\\"name-first\\": \\"Jane\\"})"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-form note to attach to the inquiry"},"redirectUri":{"type":"string","required":false,"visibility":"user-only","description":"URI to redirect the individual to after completing the inquiry flow"}}},"persona_create_report":{"id":"persona_create_report","name":"Persona Create Report","description":"Run a screening report (watchlist, adverse media, or politically exposed person) against an individual by name or search term.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"reportType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of report to run: watchlist, adverse-media, or politically-exposed-person"},"reportTemplateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Report template ID to run (starts with rptp_)"},"term":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full-name search term (e.g. \\"Jane Q Doe\\"). Provide this or the separate name parts."},"nameFirst":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the individual to search"},"nameMiddle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Middle name of the individual to search"},"nameLast":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the individual to search"},"birthdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Birthdate of the individual, formatted as YYYY-MM-DD"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID (starts with act_) to associate with this report"}}},"persona_decline_inquiry":{"id":"persona_decline_inquiry","name":"Persona Decline Inquiry","description":"Decline an identity verification inquiry. 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This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to redact (starts with act_)"}}},"persona_redact_inquiry":{"id":"persona_redact_inquiry","name":"Persona Redact Inquiry","description":"Permanently delete all personally identifiable information collected by an inquiry, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to redact (starts with inq_)"}}},"persona_resume_inquiry":{"id":"persona_resume_inquiry","name":"Persona Resume Inquiry","description":"Resume a pending or expired inquiry, creating a new session so the individual can continue verification. Returns a session token.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to resume (starts with inq_)"}}},"persona_update_account":{"id":"persona_update_account","name":"Persona Update Account","description":"Update an account’s reference ID, country code, fields, or tags. 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set by the credential resolver for API-token service accounts"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by folder: inbox, drafts, sent, archive (default: inbox)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"25\\", default: 50)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_thread":{"id":"pipedrive_get_mail_thread","name":"Get Mail Thread Messages from Pipedrive","description":"Retrieve all messages from a specific mail thread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"thread_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the mail thread (e.g., \\"12345\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_pipeline_deals":{"id":"pipedrive_get_pipeline_deals","name":"Get Pipeline Deals from Pipedrive","description":"Retrieve all deals in a specific pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"pipeline_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the pipeline (e.g., \\"1\\")"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific stage within the pipeline (e.g., \\"2\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_pipelines":{"id":"pipedrive_get_pipelines","name":"Get Pipelines from Pipedrive","description":"Retrieve all pipelines from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: id, update_time, add_time (default: id)"},"sort_direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sorting direction: asc, desc (default: asc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_projects":{"id":"pipedrive_get_projects","name":"Get Projects from Pipedrive","description":"Retrieve all projects or a specific project from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"project_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific project to retrieve (e.g., \\"123\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by project status: open, completed, deleted (only for listing all)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500, only for listing all)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_update_activity":{"id":"pipedrive_update_activity","name":"Update Activity in Pipedrive","description":"Update an existing activity (task) in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"activity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the activity to update (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New subject/title for the activity (e.g., \\"Updated meeting with client\\")"},"due_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date in YYYY-MM-DD format (e.g., \\"2025-03-20\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due time in HH:MM format (e.g., \\"15:00\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration in HH:MM format (e.g., \\"00:30\\" for 30 minutes)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mark as done: 0 for not done, 1 for done"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"New notes for the activity"}}},"pipedrive_update_deal":{"id":"pipedrive_update_deal","name":"Update Deal in Pipedrive","description":"Update an existing deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to update (e.g., \\"123\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the deal (e.g., \\"Updated Enterprise License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"New monetary value for the deal (e.g., \\"7500\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status: open, won, lost"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New stage ID for the deal (e.g., \\"3\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-07-15\\")"}}},"pipedrive_update_lead":{"id":"pipedrive_update_lead","name":"Update Lead in Pipedrive","description":"Update an existing lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to update (e.g., \\"abc123-def456-ghi789\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the lead (e.g., \\"Updated Lead - Premium Package\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization ID (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New owner user ID (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"New value amount (e.g., \\"15000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-05-01\\")"},"is_archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive the lead: true or false"}},"oauth":{"required":true,"provider":"pipedrive"}},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}}},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_holders":{"id":"polymarket_get_holders","name":"Get Market Holders from Polymarket","description":"Retrieve top holders of a specific market token","version":"1.0.0","params":{"market":{"type":"string","required":true,"description":"Comma-separated list of condition IDs (e.g., \\"0x1234...abcd\\" or \\"0x1234...abcd,0x5678...efgh\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of holders to return (e.g., \\"10\\"). Range: 0-20, default: 20.","visibility":"user-or-llm"},"minBalance":{"type":"string","required":false,"description":"Minimum balance threshold (default: 1)","visibility":"user-or-llm"}}},"polymarket_get_last_trade_price":{"id":"polymarket_get_last_trade_price","name":"Get Last Trade Price from Polymarket","description":"Retrieve the last trade price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_leaderboard":{"id":"polymarket_get_leaderboard","name":"Get Leaderboard from Polymarket","description":"Retrieve trader leaderboard rankings by profit/loss or volume","version":"1.0.0","params":{"category":{"type":"string","required":false,"description":"Category filter: OVERALL, POLITICS, SPORTS, CRYPTO, CULTURE, MENTIONS, WEATHER, ECONOMICS, TECH, FINANCE (default: OVERALL)","visibility":"user-or-llm"},"timePeriod":{"type":"string","required":false,"description":"Time period: DAY, WEEK, MONTH, ALL (default: DAY)","visibility":"user-or-llm"},"orderBy":{"type":"string","required":false,"description":"Order by: PNL or VOL (default: PNL)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results to return (e.g., \\"10\\"). Range: 1-50, default: 25.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"25\\"). Range: 0-1000, default: 0.","visibility":"user-or-llm"},"user":{"type":"string","required":false,"description":"Filter by specific user wallet address","visibility":"user-or-llm"},"userName":{"type":"string","required":false,"description":"Filter by username","visibility":"user-or-llm"}}},"polymarket_get_market":{"id":"polymarket_get_market","name":"Get Market from Polymarket","description":"Retrieve details of a specific prediction market by ID or slug","version":"1.0.0","params":{"marketId":{"type":"string","required":false,"description":"The numeric market ID (e.g., \\"253591\\"). Required if slug is not provided. Not the condition ID.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The market slug (e.g., \\"will-trump-win\\"). URL-friendly identifier. Required if marketId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_markets":{"id":"polymarket_get_markets","name":"Get Markets from Polymarket","description":"Retrieve a list of prediction markets from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open markets only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volumeNum, liquidityNum, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_midpoint":{"id":"polymarket_get_midpoint","name":"Get Midpoint Price from Polymarket","description":"Retrieve the midpoint price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_orderbook":{"id":"polymarket_get_orderbook","name":"Get Orderbook from Polymarket","description":"Retrieve the order book summary for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_positions":{"id":"polymarket_get_positions","name":"Get Positions from Polymarket","description":"Retrieve user positions from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Condition IDs to filter positions (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter positions (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"sizeThreshold":{"type":"string","required":false,"description":"Minimum position size threshold (default: 1)","visibility":"user-or-llm"},"redeemable":{"type":"string","required":false,"description":"Filter for redeemable positions only (true/false)","visibility":"user-or-llm"},"mergeable":{"type":"string","required":false,"description":"Filter for mergeable positions only (true/false)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field (TOKENS, CURRENT, INITIAL, CASHPNL, PERCENTPNL, TITLE, RESOLVING, PRICE, AVGPRICE)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction (ASC or DESC)","visibility":"user-or-llm"},"title":{"type":"string","required":false,"description":"Search filter by title","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\").","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_price":{"id":"polymarket_get_price","name":"Get Price from Polymarket","description":"Retrieve the market price for a specific token and side","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"side":{"type":"string","required":true,"description":"Order side: \\"buy\\" or \\"sell\\".","visibility":"user-or-llm"}}},"polymarket_get_price_history":{"id":"polymarket_get_price_history","name":"Get Price History from Polymarket","description":"Retrieve historical price data for a specific market token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"interval":{"type":"string","required":false,"description":"Duration ending at current time (1m, 1h, 6h, 1d, 1w, max). Mutually exclusive with startTs/endTs.","visibility":"user-or-llm"},"fidelity":{"type":"number","required":false,"description":"Data resolution in minutes (e.g., 60 for hourly)","visibility":"user-or-llm"},"startTs":{"type":"number","required":false,"description":"Start timestamp (Unix seconds UTC)","visibility":"user-or-llm"},"endTs":{"type":"number","required":false,"description":"End timestamp (Unix seconds UTC)","visibility":"user-or-llm"}}},"polymarket_get_series":{"id":"polymarket_get_series","name":"Get Series from Polymarket","description":"Retrieve series (related market groups) from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_series_by_id":{"id":"polymarket_get_series_by_id","name":"Get Series by ID from Polymarket","description":"Retrieve a specific series (related market group) by ID from Polymarket","version":"1.0.0","params":{"seriesId":{"type":"string","required":true,"description":"The numeric series ID (e.g., \\"12345\\").","visibility":"user-or-llm"}}},"polymarket_get_spread":{"id":"polymarket_get_spread","name":"Get Spread from Polymarket","description":"Retrieve the bid-ask spread for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_tags":{"id":"polymarket_get_tags","name":"Get Tags from Polymarket","description":"Retrieve available tags for filtering markets from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_tick_size":{"id":"polymarket_get_tick_size","name":"Get Tick Size from Polymarket","description":"Retrieve the minimum tick size for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_trades":{"id":"polymarket_get_trades","name":"Get Trades from Polymarket","description":"Retrieve trade history from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":false,"description":"User wallet address to filter trades","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Market/condition ID to filter trades (e.g., \\"0x1234...abcd\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter trades (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade direction filter (BUY or SELL)","visibility":"user-or-llm"},"takerOnly":{"type":"string","required":false,"description":"Filter for taker trades only (true/false, default: true)","visibility":"user-or-llm"},"filterType":{"type":"string","required":false,"description":"Filter type (CASH or TOKENS) - requires filterAmount","visibility":"user-or-llm"},"filterAmount":{"type":"string","required":false,"description":"Filter amount threshold - requires filterType","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"50\\"). Default: 100, max: 10000.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\").","visibility":"user-or-llm"}}},"polymarket_search":{"id":"polymarket_search","name":"Search Polymarket","description":"Search for markets, events, and profiles on Polymarket","version":"1.0.0","params":{"query":{"type":"string","required":true,"description":"Search query term (e.g., \\"presidential election\\", \\"bitcoin price\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum number of results per type (events, tags, profiles). Default: 50.","visibility":"user-or-llm"},"page":{"type":"string","required":false,"description":"Page number for pagination (e.g., \\"2\\"). 1-indexed.","visibility":"user-or-llm"},"cache":{"type":"string","required":false,"description":"Enable caching (true/false)","visibility":"user-or-llm"},"eventsStatus":{"type":"string","required":false,"description":"Filter events by status","visibility":"user-or-llm"},"eventsTag":{"type":"string","required":false,"description":"Filter by event tags (comma-separated)","visibility":"user-or-llm"},"sort":{"type":"string","required":false,"description":"Sort field","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"searchTags":{"type":"string","required":false,"description":"Include tags in search results (true/false)","visibility":"user-or-llm"},"searchProfiles":{"type":"string","required":false,"description":"Include profiles in search results (true/false)","visibility":"user-or-llm"},"recurrence":{"type":"string","required":false,"description":"Filter by recurrence type","visibility":"user-or-llm"},"excludeTagId":{"type":"string","required":false,"description":"Exclude events with these tag IDs (comma-separated)","visibility":"user-or-llm"},"keepClosedMarkets":{"type":"string","required":false,"description":"Include closed markets in results (0 or 1)","visibility":"user-or-llm"}}},"postgresql_delete":{"id":"postgresql_delete","name":"PostgreSQL Delete","description":"Delete data from PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete data from"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"postgresql_execute":{"id":"postgresql_execute","name":"PostgreSQL Execute","description":"Execute raw SQL query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute"}}},"postgresql_insert":{"id":"postgresql_insert","name":"PostgreSQL Insert","description":"Insert data into PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert data into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object to insert (key-value pairs)"}}},"postgresql_introspect":{"id":"postgresql_introspect","name":"PostgreSQL Introspect","description":"Introspect PostgreSQL database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public)"}}},"postgresql_query":{"id":"postgresql_query","name":"PostgreSQL Query","description":"Execute a SELECT query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute"}}},"postgresql_update":{"id":"postgresql_update","name":"PostgreSQL Update","description":"Update data in PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update data in"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object with fields to update (key-value pairs)"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"posthog_batch_events":{"id":"posthog_batch_events","name":"PostHog Batch Events","description":"Capture multiple events at once in PostHog. Use this for bulk event ingestion to improve performance.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"batch":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of events to capture. Each event should have: event, distinct_id, and optional properties, timestamp. Example: [{\\"event\\": \\"page_view\\", \\"distinct_id\\": \\"user123\\", \\"properties\\": {\\"page\\": \\"/\\"}}]"}}},"posthog_capture_event":{"id":"posthog_capture_event","name":"PostHog Capture Event","description":"Capture a single event in PostHog. Use this to track user actions, page views, or custom events.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"event":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to capture (e.g., \\"page_view\\", \\"button_clicked\\")"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the user or device (e.g., \\"user123\\", email, or device UUID)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of event properties (e.g., {\\"button_name\\": \\"signup\\", \\"page\\": \\"homepage\\"})"},"timestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp for when the event occurred. If not provided, uses current time"}}},"posthog_create_annotation":{"id":"posthog_create_annotation","name":"PostHog Create Annotation","description":"Create a new annotation in PostHog. Mark important events on your graphs with date and description.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/text of the annotation"},"date_marker":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO timestamp marking when the annotation applies (e.g., \\"2024-01-15T10:00:00Z\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the annotation: \\"project\\", \\"organization\\", \\"dashboard\\", or \\"dashboard_item\\" (default: \\"project\\")"},"dashboard_item":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard tile (insight) to attach this annotation to (used when scope is \\"dashboard_item\\")"},"dashboard_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard to attach this annotation to (used when scope is \\"dashboard\\")"}}},"posthog_create_cohort":{"id":"posthog_create_cohort","name":"PostHog Create Cohort","description":"Create a new cohort in PostHog. Requires cohort name and filter or query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}}},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}}},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}}},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}}},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}}},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}}},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}}},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}}},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}}},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}}},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}}},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}}},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}}},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}}},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}}},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). 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Each question must have type (open/link/rating/multiple_choice) and question text."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Archive or unarchive the survey"}}},"profound_bot_logs":{"id":"profound_bot_logs","name":"Profound Bot Logs","description":"Get identified bot visit logs with filters for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot logs for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}}},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}}},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}}},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}}},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}}},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}}},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to create or update a shared variable."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable value"},"skipDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip automatic redeploys after changing the variable"}}},"rb2b_credit_check":{"id":"rb2b_credit_check","name":"RB2B Credit Check","description":"Check the number of API credits remaining on your RB2B account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"}}},"rb2b_email_to_activity":{"id":"rb2b_email_to_activity","name":"RB2B Email to Last Active Date","description":"Return the last known active date for an email address.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to look up"}}},"rb2b_hem_to_best_linkedin":{"id":"rb2b_hem_to_best_linkedin","name":"RB2B Email/HEM to Best LinkedIn URL","description":"Return the most recently active LinkedIn profile URL for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_business_profile":{"id":"rb2b_hem_to_business_profile","name":"RB2B Email/HEM to Business Profile","description":"Return a full business profile (name, title, company, industry, seniority and more) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_linkedin":{"id":"rb2b_hem_to_linkedin","name":"RB2B Email/HEM to LinkedIn Slug","description":"Return the LinkedIn slug (the profile identifier portion of the URL) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_maid":{"id":"rb2b_hem_to_maid","name":"RB2B Email/HEM to MAID","description":"Return up to five mobile advertising identifiers (MAIDs) associated with an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_ip_to_company":{"id":"rb2b_ip_to_company","name":"RB2B IP to Company","description":"Identify the company domains associated with an IP address, ranked by confidence.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"}}},"rb2b_ip_to_hem":{"id":"rb2b_ip_to_hem","name":"RB2B IP to HEM","description":"Convert an IP address (and optional user agent) into hashed email addresses (HEM) with accuracy scores.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"},"include_sha256":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include SHA-256 hashes in addition to MD5 hashes"}}},"rb2b_ip_to_maid":{"id":"rb2b_ip_to_maid","name":"RB2B IP to MAID","description":"Resolve an IP address (and optional user agent) into mobile advertising identifiers (MAIDs) observed over the last 60 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"}}},"rb2b_linkedin_slug_search":{"id":"rb2b_linkedin_slug_search","name":"RB2B LinkedIn Slug Search","description":"Find a LinkedIn profile URL from a first name, last name, and company domain.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s first name"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s last name"},"company_domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The company domain (e.g. example.com)"}}},"rb2b_linkedin_to_best_personal_email":{"id":"rb2b_linkedin_to_best_personal_email","name":"RB2B LinkedIn to Best Personal Email","description":"Return the personal email with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_business_profile":{"id":"rb2b_linkedin_to_business_profile","name":"RB2B LinkedIn to Business Profile","description":"Return a full business profile (name, title, company, emails and more) for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_hashed_emails":{"id":"rb2b_linkedin_to_hashed_emails","name":"RB2B LinkedIn to Hashed Emails","description":"Return the business and personal hashed emails (MD5 and SHA-256) associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_mobile_phone":{"id":"rb2b_linkedin_to_mobile_phone","name":"RB2B LinkedIn to Mobile Phone","description":"Return the mobile phone number with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_personal_email":{"id":"rb2b_linkedin_to_personal_email","name":"RB2B LinkedIn to Personal Email","description":"Return the personal email addresses associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rds_delete":{"id":"rds_delete","name":"RDS Delete","description":"Delete data from an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete from"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the delete (e.g., {\\"id\\": 1})"}}},"rds_execute":{"id":"rds_execute","name":"RDS Execute","description":"Execute raw SQL on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute (e.g., CREATE TABLE users (id SERIAL PRIMARY KEY, name VARCHAR(255)))"}}},"rds_insert":{"id":"rds_insert","name":"RDS Insert","description":"Insert data into an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to insert as key-value pairs"}}},"rds_introspect":{"id":"rds_introspect","name":"RDS Introspect","description":"Introspect Amazon RDS Aurora database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public for PostgreSQL, database name for MySQL)"},"engine":{"type":"string","required":false,"visibility":"user-only","description":"Database engine (aurora-postgresql or aurora-mysql). Auto-detected if not provided."}}},"rds_query":{"id":"rds_query","name":"RDS Query","description":"Execute a SELECT query on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute (e.g., SELECT * FROM users WHERE status = :status)"}}},"rds_update":{"id":"rds_update","name":"RDS Update","description":"Update data in an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update as key-value pairs"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the update (e.g., {\\"id\\": 1})"}}},"reddit_delete":{"id":"reddit_delete","name":"Delete Reddit Post/Comment","description":"Delete your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to delete (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_edit":{"id":"reddit_edit","name":"Edit Reddit Post/Comment","description":"Edit the text of your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"thing_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to edit (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New text content in markdown format (e.g., \\"Updated **content** here\\")"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_get_comments":{"id":"reddit_get_comments","name":"Get Reddit Comments","description":"Fetch comments from a specific Reddit post","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"postId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Reddit post to fetch comments from (e.g., \\"abc123\\")"},"subreddit":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subreddit where the post is located (e.g., \\"technology\\", \\"programming\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort method for comments: \\"confidence\\", \\"top\\", \\"new\\", \\"controversial\\", \\"old\\", \\"random\\", \\"qa\\" (default: \\"confidence\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (e.g., 25). Default: 50, max: 100"},"depth":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum depth of subtrees in the thread (controls nested comment levels)"},"context":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of parent comments to include"},"showedits":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show edit information for comments"},"showmore":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include \\"load more comments\\" elements in the response"},"threaded":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return comments in threaded/nested format"},"truncate":{"type":"number","required":false,"visibility":"user-or-llm","description":"Integer to truncate comment depth"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID36 of a comment to focus on (returns that comment thread)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_get_controversial":{"id":"reddit_get_controversial","name":"Get Reddit Controversial Posts","description":"Fetch controversial posts from a subreddit","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"subreddit":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subreddit to fetch posts from (e.g., \\"technology\\", \\"news\\")"},"time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time filter for controversial posts: \\"hour\\", \\"day\\", \\"week\\", \\"month\\", \\"year\\", or \\"all\\" (default: \\"all\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of posts to return (e.g., 25). 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\\"special\\""},"sticky":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sticky the comment to the top of the comment page (comments only)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_remove":{"id":"reddit_mod_remove","name":"Remove Reddit Post/Comment (Mod)","description":"Remove a Reddit post or comment as a moderator, optionally marking it as spam","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to remove (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"spam":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the item as spam to train the subreddit spam filter (default: false)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_sticky":{"id":"reddit_mod_sticky","name":"Sticky Reddit Post 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Optional fields: `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}}},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee associations payload (e.g., { \\"attendeeAssociations\\": [...] })"}}},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload"}}},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}}},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). 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Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}}},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. 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Note: Concur rejects shortCode/value containing hyphens."}}},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload"}}},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/TRAVELER/quickexpenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (expenseTypeId, transactionAmount, transactionDate, etc.)"}}},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PDF, PNG, JPEG, TIFF (max 50MB)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (transactionAmount, transactionDate, expenseTypeId, vendor, ...)"}}},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}}},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload (name, purpose, startDate, endDate, requestPolicyId, etc.)"}}},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload (schemas, userName, name, emails, active, etc.)"}}},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}}},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}}},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}}},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item (DELETE /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}}},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"}}},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Delete a user identity (DELETE /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}}},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}}},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Budget item header ID (syncguid)"}}},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password 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password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}}},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_expense_report":{"id":"sap_concur_get_expense_report","name":"SAP Concur Get Expense Report","description":"Retrieve a single expense report header by id via Expense Report v4 (/expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report), MANAGER (report under approval), PROCESSOR, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}}},"sap_concur_get_itemizations":{"id":"sap_concur_get_itemizations","name":"SAP Concur Get Expense Itemizations","description":"Get expense itemizations (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/itemizations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_itinerary":{"id":"sap_concur_get_itinerary","name":"SAP Concur Get Trip","description":"Get a single trip/itinerary (GET 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}}},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel 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Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}}},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional body. Concur docs don\'t define a payload for this action; pass an empty object if uncertain."}}},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the allocation"}}},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}}},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}}},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). Body fields: businessPurpose, comment, customData, name, etc.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report"}}},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}}},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request"}}},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH operations payload ({ schemas, Operations: [...] })"}}},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). Body contains a currency_sets array, each with from_crn_code, to_crn_code, start_date (YYYY-MM-DD), and rate.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Bulk upload body: { currency_sets: [{ from_crn_code, to_crn_code, start_date: \\"YYYY-MM-DD\\", rate }] } (max 100 entries)"}}},"sap_concur_upload_receipt_image":{"id":"sap_concur_upload_receipt_image","name":"SAP Concur Upload Receipt Image","description":"Upload an image-only receipt (POST /receipts/v4/users/{userId}/image-only-receipts).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the receipt"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image file (UserFile reference). Supported formats: PDF, PNG, JPEG, GIF, TIFF"},"forwardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional client-supplied dedup id (max 40 chars). Sent as the concur-forwardid header."}}},"sap_s4hana_create_business_partner":{"id":"sap_s4hana_create_business_partner","name":"SAP S/4HANA Create Business Partner","description":"Create a business partner in SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner). For Person category 1 provide FirstName and LastName. For Organization category 2 provide OrganizationBPName1.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartnerCategory":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerCategory: \\"1\\" Person, \\"2\\" Organization, \\"3\\" Group"},"businessPartnerGrouping":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerGrouping (number range / role grouping configured in S/4HANA, e.g. \\"0001\\")"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"FirstName (required for Person)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"LastName (required for Person)"},"organizationBPName1":{"type":"string","required":false,"visibility":"user-or-llm","description":"OrganizationBPName1 (required for Organization)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_BusinessPartner fields merged into the create payload"}}},"sap_s4hana_create_purchase_order":{"id":"sap_s4hana_create_purchase_order","name":"SAP S/4HANA Create Purchase Order","description":"Create a purchase order in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder). PurchaseOrder is auto-assigned by SAP from the document number range; provide line items via the body parameter.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrderType (e.g., \\"NB\\" Standard PO)"},"companyCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"CompanyCode (4 chars, e.g., \\"1010\\")"},"purchasingOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingOrganization (4 chars)"},"purchasingGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingGroup (3 chars)"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier business partner key (up to 10 chars)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"A_PurchaseOrder body containing to_PurchaseOrderItem deep-insert items (required by SAP) plus any additional header fields, e.g., {\\"to_PurchaseOrderItem\\":[{\\"PurchaseOrderItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"OrderQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"PurchaseOrderQuantityUnit\\":\\"PC\\",\\"NetPriceAmount\\":\\"100.00\\",\\"DocumentCurrency\\":\\"USD\\"}]}."}}},"sap_s4hana_create_purchase_requisition":{"id":"sap_s4hana_create_purchase_requisition","name":"SAP S/4HANA Create Purchase Requisition","description":"Create a purchase requisition in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). PurchaseRequisition is auto-assigned by SAP from the document number range; provide line items via the to_PurchaseReqnItem deep-insert array. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisitionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisitionType (e.g., \\"NB\\" Standard PR)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"to_PurchaseReqnItem deep-insert array (e.g., [{\\"PurchaseRequisitionItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"BaseUnit\\":\\"PC\\",\\"DeliveryDate\\":\\"/Date(1735689600000)/\\"}])"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional A_PurchaseRequisitionHeader fields merged into the create payload (e.g., {\\"PurReqnDescription\\":\\"Office supplies\\"})"}}},"sap_s4hana_create_sales_order":{"id":"sap_s4hana_create_sales_order","name":"SAP S/4HANA Create Sales Order","description":"Create a sales order in SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with deep insert of sales order items via to_Item.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrderType (e.g., \\"OR\\" Standard Order)"},"salesOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrganization (4 chars, e.g., \\"1010\\")"},"distributionChannel":{"type":"string","required":true,"visibility":"user-or-llm","description":"DistributionChannel (2 chars, e.g., \\"10\\")"},"organizationDivision":{"type":"string","required":true,"visibility":"user-or-llm","description":"OrganizationDivision (2 chars, e.g., \\"00\\")"},"soldToParty":{"type":"string","required":true,"visibility":"user-or-llm","description":"SoldToParty business partner key (up to 10 chars)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of sales order items for to_Item deep insert. Each item should include Material and RequestedQuantity (e.g., [{\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"1\\"}])."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_SalesOrder fields merged into the create payload"}}},"sap_s4hana_delete_sales_order":{"id":"sap_s4hana_delete_sales_order","name":"SAP S/4HANA Delete Sales Order","description":"Delete an A_SalesOrder entity in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Only orders without subsequent documents (deliveries, invoices) can be deleted; otherwise reject items via update instead.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to delete (string, up to 10 characters)"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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A_InbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_material_document":{"id":"sap_s4hana_get_material_document","name":"SAP S/4HANA Get Material Document","description":"Retrieve a single material document header by composite key (MaterialDocument + MaterialDocumentYear) from SAP S/4HANA Cloud (API_MATERIAL_DOCUMENT_SRV, A_MaterialDocumentHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication 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\\"2024\\")"},"materialDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"MaterialDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_get_outbound_delivery":{"id":"sap_s4hana_get_outbound_delivery","name":"SAP S/4HANA Get Outbound Delivery","description":"Retrieve a single outbound delivery by DeliveryDocument key from SAP S/4HANA Cloud (API_OUTBOUND_DELIVERY_SRV;v=0002, A_OutbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA 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On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"deliveryDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"DeliveryDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_product":{"id":"sap_s4hana_get_product","name":"SAP S/4HANA Get Product","description":"Retrieve a single product (material) by Product key from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_Description\\")"}}},"sap_s4hana_get_purchase_order":{"id":"sap_s4hana_get_purchase_order","name":"SAP S/4HANA Get Purchase Order","description":"Retrieve a single purchase order by PurchaseOrder key from SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment 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Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). 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for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplierInvoice":{"type":"string","required":true,"visibility":"user-or-llm","description":"SupplierInvoice key (string, up to 10 characters)"},"fiscalYear":{"type":"string","required":true,"visibility":"user-or-llm","description":"FiscalYear (4-character year, e.g., \\"2024\\")"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_billing_documents":{"id":"sap_s4hana_list_billing_documents","name":"SAP S/4HANA List Billing Documents","description":"List billing documents (customer invoices) from SAP S/4HANA Cloud (API_BILLING_DOCUMENT_SRV, A_BillingDocument) with optional OData $filter, $top, $skip, $orderby, 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\'Z001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_CustomerCompany,to_CustomerSalesArea\\")"}}},"sap_s4hana_list_inbound_deliveries":{"id":"sap_s4hana_list_inbound_deliveries","name":"SAP S/4HANA List Inbound Deliveries","description":"List inbound deliveries from SAP S/4HANA Cloud (API_INBOUND_DELIVERY_SRV;v=0002, A_InbDeliveryHeader) with optional OData $filter, $top, $skip, $orderby, $select, 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($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_list_material_stock":{"id":"sap_s4hana_list_material_stock","name":"SAP S/4HANA List Material Stock","description":"List material stock quantities from SAP S/4HANA Cloud (API_MATERIAL_STOCK_SRV, A_MatlStkInAcctMod). The entity uses an 11-field composite key (Material, Plant, StorageLocation, Batch, Supplier, Customer, WBSElementInternalID, SDDocument, SDDocumentItem, InventorySpecialStockType, InventoryStockType) — query with $filter on these fields instead of a direct key lookup.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_list_products":{"id":"sap_s4hana_list_products","name":"SAP S/4HANA List Products","description":"List products (materials) from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"ProductType eq \'FERT\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_purchase_orders":{"id":"sap_s4hana_list_purchase_orders","name":"SAP 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on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"CompanyCode eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseOrderItem\\")"}}},"sap_s4hana_list_purchase_requisitions":{"id":"sap_s4hana_list_purchase_requisitions","name":"SAP S/4HANA List Purchase Requisitions","description":"List purchase requisitions from SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader) with optional OData $filter, $top, $skip, $orderby, $select, $expand. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseReqnItem\\")"}}},"sap_s4hana_list_sales_orders":{"id":"sap_s4hana_list_sales_orders","name":"SAP S/4HANA List Sales Orders","description":"List sales orders from SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. 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OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SalesOrganization eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner\\")"}}},"sap_s4hana_list_supplier_invoices":{"id":"sap_s4hana_list_supplier_invoices","name":"SAP S/4HANA List Supplier Invoices","description":"List supplier invoices from SAP S/4HANA Cloud (API_SUPPLIERINVOICE_PROCESS_SRV, A_SupplierInvoice) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"InvoicingParty eq \'17300001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_suppliers":{"id":"sap_s4hana_list_suppliers","name":"SAP S/4HANA List Suppliers","description":"List suppliers from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Supplier) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SupplierAccountGroup eq \'BP02\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_SupplierCompany,to_SupplierPurchasingOrg\\")"}}},"sap_s4hana_odata_query":{"id":"sap_s4hana_odata_query","name":"SAP S/4HANA OData Query","description":"Make an arbitrary OData v2 call against any SAP S/4HANA Cloud whitelisted Communication Scenario. Use when no dedicated tool exists for the entity. The proxy handles auth, CSRF, and OData unwrapping. For write operations (POST/PUT/PATCH/MERGE/DELETE), pass an If-Match ETag obtained from a prior GET to avoid lost updates; misuse will mutate production data.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"service":{"type":"string","required":true,"visibility":"user-or-llm","description":"OData service name (e.g., \\"API_BUSINESS_PARTNER\\", \\"API_SALES_ORDER_SRV\\")"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path inside the service (e.g., \\"/A_BusinessPartner\\" or \\"/A_BusinessPartner(\'1000123\')\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: GET (default), POST, PATCH, PUT, DELETE, MERGE"},"query":{"type":"json","required":false,"visibility":"user-or-llm","description":"OData query parameters as JSON object or query string (e.g., {\\"$filter\\":\\"BusinessPartnerCategory eq \'1\'\\",\\"$top\\":10}). $format=json is added automatically when omitted."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON request body for write operations"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag value for the If-Match header (required by SAP for PATCH/PUT/DELETE on existing entities)"}}},"sap_s4hana_update_business_partner":{"id":"sap_s4hana_update_business_partner","name":"SAP S/4HANA Update Business Partner","description":"Update fields on an A_BusinessPartner entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates. Deep updates on nested associations (e.g. to_BusinessPartnerAddress) are not supported by SAP (KBA 2833338) — use the dedicated child endpoints.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_BusinessPartner fields to update (e.g., {\\"FirstName\\":\\"Jane\\",\\"SearchTerm1\\":\\"VIP\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_order":{"id":"sap_s4hana_update_purchase_order","name":"SAP S/4HANA Update Purchase Order","description":"Update fields on an A_PurchaseOrder header in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — line-item changes are not supported via deep update on the header (SAP KBA 2833338); use the A_PurchaseOrderItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}}},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}}},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}}},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}}},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}}},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}}},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}}},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}}},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}}},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}}},"sendblue_evaluate_service":{"id":"sendblue_evaluate_service","name":"Sendblue Evaluate Service","description":"Check whether a phone number can receive iMessage or only SMS.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to evaluate, in E.164 format (e.g., +19998887777)"}}},"sendblue_get_message":{"id":"sendblue_get_message","name":"Sendblue Get Message","description":"Retrieve a single message and its current status by message handle/ID.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"message_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message handle/ID returned when the message was sent."}}},"sendblue_send_group_message":{"id":"sendblue_send_group_message","name":"Sendblue Send Group Message","description":"Send an iMessage or SMS to a group of recipients via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"numbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"Recipient phone numbers in E.164 format (e.g., [\\"+19998887777\\", \\"+13334445555\\"]). Optional when sending to an existing group via group_id.","items":{"type":"string","description":"Phone number in E.164 format"}},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"group_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of an existing group to send to. Omit to start a new group."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_message":{"id":"sendblue_send_message","name":"Sendblue Send Message","description":"Send an iMessage or SMS to a single recipient via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_typing_indicator":{"id":"sendblue_send_typing_indicator","name":"Sendblue Send Typing Indicator","description":"Display a typing indicator to a recipient (not supported in group chats).","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient\'s phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your Sendblue line number to send from, in E.164 format."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"\\"start\\" (default) shows the indicator; \\"stop\\" ends an active indicator before max_duration_ms expires."},"max_duration_ms":{"type":"number","required":false,"visibility":"user-or-llm","description":"How long (ms) the indicator stays visible before auto-stopping. Defaults to 60000. Must be between 1 and 300000."}}},"sendgrid_add_contact":{"id":"sendgrid_add_contact","name":"SendGrid Add Contact","description":"Add a new contact to SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact email address"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact last name"},"customFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs (use field IDs like e1_T, e2_N, e3_D, not field names)"},"listIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list IDs to add the contact to"}}},"sendgrid_add_contacts_to_list":{"id":"sendgrid_add_contacts_to_list","name":"SendGrid Add Contacts to List","description":"Add or update contacts and assign them to a list in SendGrid (uses PUT /v3/marketing/contacts)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to add contacts to"},"contacts":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of contact objects. Each contact must have at least: email (or phone_number_id/external_id/anonymous_id). Example: [{\\"email\\": \\"user@example.com\\", \\"first_name\\": \\"John\\"}]"}}},"sendgrid_create_list":{"id":"sendgrid_create_list","name":"SendGrid Create List","description":"Create a new contact list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"List name"}}},"sendgrid_create_template":{"id":"sendgrid_create_template","name":"SendGrid Create Template","description":"Create a new email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template name"},"generation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Template generation type (legacy or dynamic, default: dynamic)"}}},"sendgrid_create_template_version":{"id":"sendgrid_create_template_version","name":"SendGrid Create Template Version","description":"Create a new version of an email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version name"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"htmlContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML content of the template"},"plainContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text content of the template"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this version is active (default: true)"}}},"sendgrid_delete_contacts":{"id":"sendgrid_delete_contacts","name":"SendGrid Delete Contacts","description":"Delete one or more contacts from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to delete"}}},"sendgrid_delete_list":{"id":"sendgrid_delete_list","name":"SendGrid Delete List","description":"Delete a contact list from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to delete"}}},"sendgrid_delete_template":{"id":"sendgrid_delete_template","name":"SendGrid Delete Template","description":"Delete an email template from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID to delete"}}},"sendgrid_get_contact":{"id":"sendgrid_get_contact","name":"SendGrid Get Contact","description":"Get a specific contact by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"}}},"sendgrid_get_list":{"id":"sendgrid_get_list","name":"SendGrid Get List","description":"Get a specific list by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"}}},"sendgrid_get_template":{"id":"sendgrid_get_template","name":"SendGrid Get Template","description":"Get a specific template by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"}}},"sendgrid_list_all_lists":{"id":"sendgrid_list_all_lists","name":"SendGrid List All Lists","description":"Get all contact lists from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of lists to return per page (default: 100, max: 1000)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_list_templates":{"id":"sendgrid_list_templates","name":"SendGrid List Templates","description":"Get all email templates from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"generations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by generation (legacy, dynamic, or both)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (default: 20, max: 200). When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}}},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}}},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}}},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}}},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}}},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}}},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}}},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}}},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}}},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}}},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}}},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}}},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}}},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}}},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}}},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}}},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform (e.g., \\"search\\", \\"news\\", \\"images\\", \\"videos\\", \\"places\\", \\"shopping\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}}},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results (e.g., \\"count>5\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}}},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}}},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}}},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}}},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}}},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}}},"servicenow_update_record":{"id":"servicenow_update_record","name":"Update ServiceNow Record","description":"Update an existing record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to update (e.g., 6816f79cc0a8016401c5a33be04be441)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update as JSON object (e.g., {\\"state\\": \\"2\\", \\"priority\\": \\"1\\"})"}}},"servicenow_upload_attachment":{"id":"servicenow_upload_attachment","name":"Upload ServiceNow Attachment","description":"Attach a file to a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to attach the file to"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name to give the uploaded file (e.g., logs.txt)"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to upload (UserFile object)"}}},"ses_create_configuration_set":{"id":"ses_create_configuration_set","name":"SES Create Configuration Set","description":"Create an SES configuration set to control tracking, delivery, reputation, sending, and suppression behavior for emails","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"configurationSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the configuration set (letters, numbers, hyphens, underscores)"},"customRedirectDomain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain to use for open/click tracking links"},"httpsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS policy for tracking links: REQUIRE, REQUIRE_OPEN_ONLY, or OPTIONAL"},"tlsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether delivery requires TLS: REQUIRE or OPTIONAL"},"sendingPoolName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dedicated IP pool to associate with the configuration set"},"reputationMetricsEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to collect reputation metrics for emails using this configuration set"},"sendingEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether sending is enabled for this configuration set"},"suppressedReasons":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated reasons that trigger suppression: BOUNCE, COMPLAINT"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the configuration set: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"}}},"ses_create_email_identity":{"id":"ses_create_email_identity","name":"SES Create Email Identity","description":"Start verification of a new SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain to verify"},"dkimSigningAttributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bring-your-own-DKIM signing attributes as JSON (domainSigningSelector, domainSigningPrivateKey, nextSigningKeyLength). Domain identities only."},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the identity: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"},"configurationSetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default configuration set to use when sending from this identity"}}},"ses_create_template":{"id":"ses_create_template","name":"SES Create Template","description":"Create a new SES email template for use with templated email sending","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique name for the email template"},"subjectPart":{"type":"string","required":true,"visibility":"user-or-llm","description":"Subject line template (supports {{variable}} substitution)"},"textPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text version of the template body"},"htmlPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML version of the template body"}}},"ses_delete_email_identity":{"id":"ses_delete_email_identity","name":"SES Delete Email Identity","description":"Delete a verified SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to delete"}}},"ses_delete_suppressed_destination":{"id":"ses_delete_suppressed_destination","name":"SES Delete Suppressed Destination","description":"Remove an email address from the account-level SES suppression list","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to remove from the suppression list"}}},"ses_delete_template":{"id":"ses_delete_template","name":"SES Delete Template","description":"Delete an existing SES email template","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the template to delete"}}},"ses_get_account":{"id":"ses_get_account","name":"SES Get Account","description":"Get SES account sending quota and status information","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}}},"ses_get_email_identity":{"id":"ses_get_email_identity","name":"SES Get Email Identity","description":"Retrieve verification status, DKIM, Mail-From, and policy details for an SES identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to look up"}}},"ses_get_suppressed_destination":{"id":"ses_get_suppressed_destination","name":"SES Get Suppressed Destination","description":"Retrieve details for a specific email address on the SES suppression 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Returns user profiles with names and avatars.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include deactivated/deleted users (default: false)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 100, max: 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.next_cursor"}},"oauth":{"required":true,"provider":"slack"}},"slack_lookup_canvas_sections":{"id":"slack_lookup_canvas_sections","name":"Slack Lookup Canvas Sections","description":"Find Slack canvas section IDs matching criteria for later edits","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"canvasId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Canvas ID to search (e.g., F1234ABCD)"},"criteria":{"type":"json","required":true,"visibility":"user-or-llm","description":"Section lookup criteria, such as {\\"section_types\\":[\\"h1\\"],\\"contains_text\\":\\"Roadmap\\"}"}},"oauth":{"required":true,"provider":"slack"}},"slack_message":{"id":"slack_message","name":"Slack Message","description":"Send messages to Slack channels or direct messages. Supports Slack mrkdwn formatting.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for direct messages (e.g., U1234567890)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates thread reply)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"slack"}},"slack_message_reader":{"id":"slack_message_reader","name":"Slack Message Reader","description":"Read the latest messages from Slack channels. Retrieve conversation history with filtering options.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID to read messages from (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for DM conversation (e.g., U1234567890)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of messages to retrieve (default: 10, max: 15)"},"oldest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of time range (timestamp)"},"latest":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of time range (timestamp)"}},"oauth":{"required":true,"provider":"slack"}},"slack_open_view":{"id":"slack_open_view","name":"Slack Open View","description":"Open a modal view in Slack using a trigger_id from an interaction payload. Used to display forms, confirmations, and other interactive modals.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., slash command, button click)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_publish_view":{"id":"slack_publish_view","name":"Slack Publish View","description":"Publish a static view to a user\'s Home tab in Slack. Used to create or update the app\'s Home tab experience.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to publish the Home tab view to (e.g., U0BPQUNTA)"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the Home tab. Must include type (\\"home\\") and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_push_view":{"id":"slack_push_view","name":"Slack Push View","description":"Push a new view onto an existing modal stack in Slack. Limited to 2 additional views after the initial modal is opened.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., button click within an existing modal)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal to push. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_remove_reaction":{"id":"slack_remove_reaction","name":"Slack Remove Reaction","description":"Remove an emoji reaction from a Slack message","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to remove reaction from (e.g., 1405894322.002768)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the emoji reaction to remove (without colons, e.g., thumbsup, heart, eyes)"}},"oauth":{"required":true,"provider":"slack"}},"slack_rename_conversation":{"id":"slack_rename_conversation","name":"Slack Rename Conversation","description":"Rename an existing Slack channel.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to rename (e.g., C1234567890)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New channel name (lowercase letters, numbers, hyphens, underscores only; max 80 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_schedule_message":{"id":"slack_schedule_message","name":"Slack Schedule Message","description":"Schedule a message to be sent to a Slack channel or DM at a future time.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel, private group, or DM to receive the message (e.g., C1234567890)"},"postAt":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp (seconds) representing the future time the message should post"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates a scheduled thread reply)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_purpose":{"id":"slack_set_conversation_purpose","name":"Slack Set Conversation Purpose","description":"Set the purpose (description) for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"purpose":{"type":"string","required":true,"visibility":"user-or-llm","description":"New purpose/description text (max 250 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_topic":{"id":"slack_set_conversation_topic","name":"Slack Set Conversation Topic","description":"Set the topic for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"topic":{"type":"string","required":true,"visibility":"user-or-llm","description":"New topic text (max 250 characters; no formatting or linkification)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_status":{"id":"slack_set_status","name":"Slack Set Assistant Status","description":"Set or clear the assistant thread status indicator (the loading shimmer) on a Slack AI app thread. Pass an empty status to clear it.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status text to display, e.g. \'Working on it…\'. Omit or pass an empty string to clear the status."},"loadingMessages":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional list of messages to rotate through as an animated loading indicator (max 10)."}},"oauth":{"required":true,"provider":"slack"}},"slack_set_suggested_prompts":{"id":"slack_set_suggested_prompts","name":"Slack Set Suggested Prompts","description":"Set the clickable suggested prompts shown in a Slack assistant thread (the prompt chips in an AI app).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"prompts":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of prompts, each with a \\"title\\" (shown on the chip) and a \\"message\\" (sent when clicked). Max 4."},"promptsTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional heading for the prompt list, e.g. \'Suggested Prompts\'"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_title":{"id":"slack_set_title","name":"Slack Set Assistant Title","description":"Set the title of a Slack assistant thread (shown in the AI app thread header).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title to display for the assistant thread"}},"oauth":{"required":true,"provider":"slack"}},"slack_update_message":{"id":"slack_update_message","name":"Slack Update Message","description":"Update a message previously sent by the bot in Slack","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to update (e.g., 1405894322.002768)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New message text (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."}},"oauth":{"required":true,"provider":"slack"}},"slack_update_view":{"id":"slack_update_view","name":"Slack Update View","description":"Update an existing modal view in Slack. Identify the view by view_id or external_id, and provide the updated view payload.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of the view to update. Either viewId or externalId is required"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Developer-set unique identifier of the view to update (max 255 chars). Either viewId or externalId is required"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the updated modal. Must include type (\\"modal\\"), title, and blocks array. Use identical block_id and action_id values to preserve input data"}},"oauth":{"required":true,"provider":"slack"}},"smartlead_add_email_accounts_to_campaign":{"id":"smartlead_add_email_accounts_to_campaign","name":"Smartlead Add Email Accounts to Campaign","description":"Attaches sending email accounts to a Smartlead campaign. A campaign needs at least one attached account before it can start.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"emailAccountIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"IDs of the email accounts to attach, from List Email Accounts","items":{"type":"number"}}}},"smartlead_add_leads_to_campaign":{"id":"smartlead_add_leads_to_campaign","name":"Smartlead Add Leads to Campaign","description":"Adds leads to a Smartlead campaign, up to 400 per call. Returns per-reason counts for leads that were skipped as duplicates, blocked, bounced, or invalid.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leads":{"type":"array","required":true,"visibility":"user-or-llm","description":"Leads to add (max 400). Each entry requires email and accepts first_name, last_name, phone_number, company_name, website, location, linkedin_profile, company_url, and custom_fields.","items":{"type":"object"}},"ignoreGlobalBlockList":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they are on the global block list"},"ignoreUnsubscribeList":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they previously unsubscribed"},"ignoreDuplicateLeadsInOtherCampaign":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they already exist in another campaign"},"ignoreCommunityBounceList":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Add leads even if they are on the community bounce list"}}},"smartlead_create_campaign":{"id":"smartlead_create_campaign","name":"Smartlead Create Campaign","description":"Creates a Smartlead campaign. The campaign starts in DRAFTED status; add sequences, email accounts, and a schedule before starting it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign name"},"clientId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Client to own the campaign (agency accounts)"}}},"smartlead_create_lead_list":{"id":"smartlead_create_lead_list","name":"Smartlead Create Lead List","description":"Creates a lead list on the Smartlead account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"listName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new lead list"}}},"smartlead_delete_campaign":{"id":"smartlead_delete_campaign","name":"Smartlead Delete Campaign","description":"Permanently deletes a Smartlead campaign along with its sequences, leads, and webhooks. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_delete_campaign_webhook":{"id":"smartlead_delete_campaign_webhook","name":"Smartlead Delete Campaign Webhook","description":"Deletes a webhook from a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"webhookId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the webhook to delete, from List Campaign Webhooks"}}},"smartlead_delete_lead_from_campaign":{"id":"smartlead_delete_lead_from_campaign","name":"Smartlead Delete Lead from Campaign","description":"Removes a lead from a Smartlead campaign. The lead record itself remains on the account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_delete_lead_list":{"id":"smartlead_delete_lead_list","name":"Smartlead Delete Lead List","description":"Deletes a Smartlead lead list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadListId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Lead list ID to delete"}}},"smartlead_duplicate_campaign":{"id":"smartlead_duplicate_campaign","name":"Smartlead Duplicate Campaign","description":"Copies a Smartlead campaign, including its sequences and settings. The copy is named \\"<original> - copy\\" and starts in DRAFTED status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_export_campaign_leads":{"id":"smartlead_export_campaign_leads","name":"Smartlead Export Campaign Leads","description":"Exports every lead in a Smartlead campaign as CSV, including engagement counts and the sequence step last sent to each lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign":{"id":"smartlead_get_campaign","name":"Smartlead Get Campaign","description":"Retrieves a single Smartlead campaign by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_analytics":{"id":"smartlead_get_campaign_analytics","name":"Smartlead Get Campaign Analytics","description":"Retrieves lifetime performance totals for a Smartlead campaign — sends, opens, clicks, replies, bounces, and lead counts by state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_analytics_by_date":{"id":"smartlead_get_campaign_analytics_by_date","name":"Smartlead Get Campaign Analytics By Date","description":"Retrieves Smartlead campaign performance totals for a date range. Smartlead rejects ranges longer than roughly one month.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range start date in YYYY-MM-DD format"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range end date in YYYY-MM-DD format"}}},"smartlead_get_campaign_lead_statistics":{"id":"smartlead_get_campaign_lead_statistics","name":"Smartlead Get Campaign Lead Statistics","description":"Retrieves per-lead engagement statistics for a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return (default 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to skip (default 0)"}}},"smartlead_get_campaign_mailbox_statistics":{"id":"smartlead_get_campaign_mailbox_statistics","name":"Smartlead Get Campaign Mailbox Statistics","description":"Retrieves per-mailbox sending statistics for a Smartlead campaign, for spotting which sending accounts are underperforming.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_sequences":{"id":"smartlead_get_campaign_sequences","name":"Smartlead Get Campaign Sequences","description":"Retrieves the email sequence steps for a Smartlead campaign, including subjects, bodies, and per-step delays.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_get_campaign_statistics":{"id":"smartlead_get_campaign_statistics","name":"Smartlead Get Campaign Statistics","description":"Retrieves per-email statistics rows for a Smartlead campaign, filterable by sequence step, engagement status, and sent-time range.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return (default 100)"},"emailSequenceNumber":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return rows for this sequence step"},"emailStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return rows with this engagement status: opened, clicked, replied, unsubscribed, bounced"},"sentTimeStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return rows sent on or after this date (YYYY-MM-DD)"},"sentTimeEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return rows sent on or before this date (YYYY-MM-DD)"}}},"smartlead_get_campaign_top_level_analytics_by_date":{"id":"smartlead_get_campaign_top_level_analytics_by_date","name":"Smartlead Get Campaign Top-Level Analytics By Date","description":"Retrieves top-level Smartlead campaign counts for a date range, including positive replies, skipped, failed, and stopped counts not present in the standard analytics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range start date in YYYY-MM-DD format"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Range end date in YYYY-MM-DD format"}}},"smartlead_get_campaign_webhook_summary":{"id":"smartlead_get_campaign_webhook_summary","name":"Smartlead Get Campaign Webhook Summary","description":"Retrieves webhook delivery counts for a Smartlead campaign over a time window, for checking whether events are reaching their destination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"fromTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of the window as an ISO 8601 timestamp"},"toTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of the window as an ISO 8601 timestamp"}}},"smartlead_get_lead_by_email":{"id":"smartlead_get_lead_by_email","name":"Smartlead Get Lead by Email","description":"Looks up a Smartlead lead by email address and returns the lead record plus every campaign it belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address to look up"}}},"smartlead_get_lead_by_id":{"id":"smartlead_get_lead_by_id","name":"Smartlead Get Lead by ID","description":"Looks up a Smartlead lead by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_get_lead_list":{"id":"smartlead_get_lead_list","name":"Smartlead Get Lead List","description":"Retrieves a single Smartlead lead list by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadListId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Lead list ID"}}},"smartlead_get_lead_message_history":{"id":"smartlead_get_lead_message_history","name":"Smartlead Get Lead Message History","description":"Retrieves the sent-and-received message history for a lead in a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_list_campaign_email_accounts":{"id":"smartlead_list_campaign_email_accounts","name":"Smartlead List Campaign Email Accounts","description":"Retrieves the sending email accounts attached to a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_list_campaign_leads":{"id":"smartlead_list_campaign_leads","name":"Smartlead List Campaign Leads","description":"Retrieves the leads in a Smartlead campaign with their per-campaign status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Leads to return per page (default 100)"}}},"smartlead_list_campaign_webhooks":{"id":"smartlead_list_campaign_webhooks","name":"Smartlead List Campaign Webhooks","description":"Retrieves the webhooks registered on a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"}}},"smartlead_list_campaigns":{"id":"smartlead_list_campaigns","name":"Smartlead List Campaigns","description":"Retrieves all Smartlead campaigns for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"clientId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return campaigns for this client (agency accounts)"},"includeTags":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include campaign tags in the response"}}},"smartlead_list_clients":{"id":"smartlead_list_clients","name":"Smartlead List Clients","description":"Retrieves the clients on a Smartlead agency account, including the client IDs used to scope campaigns and email accounts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"}}},"smartlead_list_email_accounts":{"id":"smartlead_list_email_accounts","name":"Smartlead List Email Accounts","description":"Retrieves the sending email accounts on the Smartlead account, including their IDs for attaching to a campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Accounts to return per page (default 100)"},"clientId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return accounts for this client (agency accounts)"}}},"smartlead_list_inbox_replies":{"id":"smartlead_list_inbox_replies","name":"Smartlead List Inbox Replies","description":"Retrieves replies from the Smartlead master inbox across all campaigns, optionally limited to unread replies. Smartlead exposes no campaign filter on this endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"unreadOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return only unread replies"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Replies to return per page"}}},"smartlead_list_lead_activities":{"id":"smartlead_list_lead_activities","name":"Smartlead List Lead Activities","description":"Retrieves recent lead activity across all Smartlead campaigns — opens, clicks, replies, and status changes. Smartlead exposes no campaign filter on this endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rows to return per page"}}},"smartlead_list_lead_categories":{"id":"smartlead_list_lead_categories","name":"Smartlead List Lead Categories","description":"Retrieves the lead categories configured on the Smartlead account, with the category IDs needed to categorize a lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"}}},"smartlead_list_lead_lists":{"id":"smartlead_list_lead_lists","name":"Smartlead List Lead Lists","description":"Retrieves the lead lists on the Smartlead account with their lead counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Pagination offset (default 0)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lists to return per page"}}},"smartlead_mark_lead_complete":{"id":"smartlead_mark_lead_complete","name":"Smartlead Mark Lead Complete","description":"Marks a lead as completed in a Smartlead campaign so it stops receiving further sequence steps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"campaignLeadMapId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The campaign_lead_map_id from List Campaign Leads — this endpoint takes the map ID, NOT lead.id"}}},"smartlead_pause_lead":{"id":"smartlead_pause_lead","name":"Smartlead Pause Lead","description":"Pauses a lead in a Smartlead campaign so it stops receiving sequence emails.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_remove_email_accounts_from_campaign":{"id":"smartlead_remove_email_accounts_from_campaign","name":"Smartlead Remove Email Accounts from Campaign","description":"Detaches sending email accounts from a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"emailAccountIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"IDs of the email accounts to detach","items":{"type":"number"}}}},"smartlead_resume_lead":{"id":"smartlead_resume_lead","name":"Smartlead Resume Lead","description":"Resumes a paused lead in a Smartlead campaign, optionally after a delay.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"},"resumeLeadWithDelayDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days to wait before the next email; 0 resumes immediately"}}},"smartlead_save_campaign_sequences":{"id":"smartlead_save_campaign_sequences","name":"Smartlead Save Campaign Sequences","description":"Replaces the email sequence for a Smartlead campaign. Send every step in one call — steps omitted from the request are removed. An empty subject makes a step reply in the previous thread.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"sequences":{"type":"array","required":true,"visibility":"user-or-llm","description":"Ordered sequence steps. Each entry accepts seq_number, delay_in_days, subject, and email_body (HTML). Personalize with {{first_name}} or {{company_name}}.","items":{"type":"object"}}}},"smartlead_unsubscribe_lead_from_campaign":{"id":"smartlead_unsubscribe_lead_from_campaign","name":"Smartlead Unsubscribe Lead from Campaign","description":"Unsubscribes a lead from a single Smartlead campaign, leaving it active in other campaigns.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_unsubscribe_lead_globally":{"id":"smartlead_unsubscribe_lead_globally","name":"Smartlead Unsubscribe Lead Globally","description":"Unsubscribes a lead across every Smartlead campaign and adds it to the account-wide unsubscribe list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"}}},"smartlead_update_campaign_schedule":{"id":"smartlead_update_campaign_schedule","name":"Smartlead Update Campaign Schedule","description":"Sets the sending window, timezone, and throughput limits for a Smartlead campaign. A campaign cannot be started until a schedule exists.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"IANA timezone for the sending window, e.g. America/Los_Angeles"},"daysOfTheWeek":{"type":"array","required":true,"visibility":"user-or-llm","description":"Sending days as ISO weekday numbers, where 1 is Monday and 7 is Sunday","items":{"type":"number"}},"startHour":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sending window start in 24-hour HH:MM format, e.g. 09:00"},"endHour":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sending window end in 24-hour HH:MM format, e.g. 17:00"},"minTimeBetweenEmails":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum minutes to wait between emails"},"maxNewLeadsPerDay":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum new leads to contact per day"},"scheduleStartTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to begin sending, omit to start immediately"}}},"smartlead_update_campaign_settings":{"id":"smartlead_update_campaign_settings","name":"Smartlead Update Campaign Settings","description":"Updates tracking, stop-on-activity, and sending settings for a Smartlead campaign.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"trackSettings":{"type":"array","required":false,"visibility":"user-or-llm","description":"Tracking to disable. Allowed values: DONT_TRACK_EMAIL_OPEN, DONT_TRACK_LINK_CLICK, DONT_TRACK_REPLY_TO_AN_EMAIL","items":{"type":"string"}},"stopLeadSettings":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead activity that stops the sequence: REPLY_TO_AN_EMAIL, CLICK_ON_A_LINK, OPEN_AN_EMAIL"},"sendAsPlainText":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send campaign emails as plain text"},"followUpPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Percentage of leads that receive follow-ups"},"unsubscribeText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unsubscribe text appended to emails"},"enableAiEspMatching":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Match sending accounts to recipient email providers"}}},"smartlead_update_campaign_status":{"id":"smartlead_update_campaign_status","name":"Smartlead Update Campaign Status","description":"Starts, pauses, or stops a Smartlead campaign. START requires the campaign to already have a schedule, sequences, and at least one email account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target status: START, PAUSED, STOPPED"}}},"smartlead_update_lead":{"id":"smartlead_update_lead","name":"Smartlead Update Lead","description":"Updates a lead in a Smartlead campaign. Smartlead requires the email field even when it is unchanged, and lead edits apply across every campaign the lead belongs to.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address — required by Smartlead even when unchanged"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead last name"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead phone number"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead company name"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead website"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead location"},"linkedinProfile":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead LinkedIn profile URL"},"companyUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead company URL"},"customFields":{"type":"object","required":false,"visibility":"user-or-llm","description":"Custom field values keyed by field name (max 200 keys)"}}},"smartlead_update_lead_category":{"id":"smartlead_update_lead_category","name":"Smartlead Update Lead Category","description":"Sets the category of a lead in a Smartlead campaign, such as Interested or Not Interested. Use List Lead Categories to resolve a category ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"leadId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead lead ID — the nested lead.id from List Campaign Leads, NOT campaign_lead_map_id"},"categoryId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Lead category ID to apply"},"pauseLead":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Also pause the lead sequence when applying the category"}}},"smartlead_update_lead_list":{"id":"smartlead_update_lead_list","name":"Smartlead Update Lead List","description":"Renames a Smartlead lead list.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"leadListId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Lead list ID to update"},"listName":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the lead list"}}},"smartlead_upsert_campaign_webhook":{"id":"smartlead_upsert_campaign_webhook","name":"Smartlead Create or Update Campaign Webhook","description":"Creates a webhook on a Smartlead campaign, or updates an existing one when a webhook ID is supplied. Smartlead requires at least one lead category.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Smartlead API key"},"campaignId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Smartlead campaign ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook name"},"webhookUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"HTTPS URL Smartlead should post events to"},"eventTypes":{"type":"array","required":true,"visibility":"user-or-llm","description":"Events to subscribe to. Allowed values: EMAIL_SENT, EMAIL_OPEN, EMAIL_LINK_CLICK, EMAIL_REPLY, EMAIL_BOUNCE, LEAD_UNSUBSCRIBED, LEAD_CATEGORY_UPDATED","items":{"type":"string"}},"categories":{"type":"array","required":true,"visibility":"user-or-llm","description":"Lead category names the webhook applies to, e.g. Interested. 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Helps with proper nouns and context."},"temperature":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sampling temperature between 0 and 1. Higher values make output more random, lower values more focused and deterministic."},"responseFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format for the transcription (e.g., \\"json\\", \\"text\\", \\"srt\\", \\"verbose_json\\", \\"vtt\\")"}}},"stt_whisper_v2":{"id":"stt_whisper_v2","name":"OpenAI Whisper STT","description":"Transcribe audio to text using OpenAI Whisper","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"STT provider (whisper)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"OpenAI API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whisper model to use (default: whisper-1)"},"audioFile":{"type":"file","required":false,"visibility":"user-only","description":"Audio or video file to transcribe (e.g., MP3, WAV, M4A, WEBM)"},"audioFileReference":{"type":"file","required":false,"visibility":"user-only","description":"Reference to audio/video file from previous blocks"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code (e.g., \\"en\\", \\"es\\", \\"fr\\") or \\"auto\\" for auto-detection"},"timestamps":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp granularity: none, sentence, or word"},"translateToEnglish":{"type":"boolean","required":false,"visibility":"user-only","description":"Translate audio to English"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional text to guide the model\'s style or continue a previous audio segment. Helps with proper nouns and context."},"temperature":{"type":"number","required":false,"visibility":"user-or-llm","description":"Sampling temperature between 0 and 1. Higher values make output more random, lower values more focused and deterministic."},"responseFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format for the transcription (e.g., \\"json\\", \\"text\\", \\"srt\\", \\"verbose_json\\", \\"vtt\\")"}}},"supabase_count":{"id":"supabase_count","name":"Supabase Count","description":"Count rows in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to count rows from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to count from (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"PostgREST filter (e.g., \\"status=eq.active\\")"},"countType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count type: exact, planned, or estimated (default: exact)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_delete":{"id":"supabase_delete","name":"Supabase Delete Row","description":"Delete rows from a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to delete from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to delete from (default: public). 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Use this to access tables in other schemas."},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Columns to return (comma-separated). Defaults to * (all columns)"},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostgREST filter to find the specific row (e.g., \\"id=eq.123\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_insert":{"id":"supabase_insert","name":"Supabase Insert","description":"Insert data into a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to insert data into"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to insert into (default: public). Use this to access tables in other schemas."},"data":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to insert (array of objects or a single object)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_introspect":{"id":"supabase_introspect","name":"Supabase Introspect","description":"Introspect Supabase database schema from its OpenAPI spec to get table and column structures (best-effort primary/foreign key detection)","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to introspect (defaults to all user schemas, commonly \\"public\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_invoke_function":{"id":"supabase_invoke_function","name":"Supabase Invoke Edge Function","description":"Invoke a Supabase Edge Function over HTTP","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Edge Function to invoke (e.g., \\"hello-world\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method to use: GET, POST, PUT, PATCH, or DELETE (default: POST)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Request payload to send to the function as a JSON object (ignored for GET)"},"headers":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional request headers as a JSON object of header name to value"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_query":{"id":"supabase_query","name":"Supabase Query","description":"Query data from a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to query"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to query from (default: public). Use this to access tables in other schemas."},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Columns to return (comma-separated). 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(e.g., \\"folder/file.jpg\\")"},"download":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, forces download instead of inline display (default: false)"}}},"supabase_storage_list":{"id":"supabase_storage_list","name":"Supabase Storage List","description":"List files in a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"The folder path to list files from (default: root)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of files to return (default: 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of files to skip (for pagination)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column to sort by: name, created_at, updated_at, last_accessed_at (default: name)"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: asc)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter files by name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_list_buckets":{"id":"supabase_storage_list_buckets","name":"Supabase Storage List Buckets","description":"List all storage buckets in Supabase","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service 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the configuration of an existing Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the bucket to update"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the bucket should be publicly accessible (leave unset to keep the current value)"},"fileSizeLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum file size in bytes (leave unset to keep the current value)"},"allowedMimeTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of allowed MIME types (e.g., [\\"image/png\\", \\"image/jpeg\\"]) — leave unset to keep the current value"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_storage_upload":{"id":"supabase_storage_upload","name":"Supabase Storage Upload","description":"Upload a file to a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the file (e.g., \\"document.pdf\\", \\"image.jpg\\")"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional folder path (e.g., \\"folder/subfolder/\\")"},"fileData":{"type":"json","required":true,"visibility":"user-or-llm","description":"File to upload - UserFile object (basic mode) or string content (advanced mode: base64 or plain text). Supports data URLs."},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"MIME type of the file (e.g., \\"image/jpeg\\", \\"text/plain\\")"},"cacheControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cache-Control header value in seconds for the stored object (e.g., \\"3600\\"; default: \\"3600\\")"},"upsert":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, overwrites existing file (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_text_search":{"id":"supabase_text_search","name":"Supabase Text Search","description":"Perform full-text search on a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to search"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to search in (default: public). Use this to access tables in other schemas."},"column":{"type":"string","required":true,"visibility":"user-or-llm","description":"The column to search in"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: plain, phrase, or websearch (default: websearch)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for text search configuration (default: english)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip (for pagination)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_update":{"id":"supabase_update","name":"Supabase Update Row","description":"Update rows in a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to update"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to update in (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostgREST filter to identify rows to update (e.g., \\"id=eq.123\\")"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update in the matching rows"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_upsert":{"id":"supabase_upsert","name":"Supabase Upsert","description":"Insert or update data in a Supabase table (upsert operation)","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to upsert data into"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to upsert into (default: public). Use this to access tables in other schemas."},"data":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to upsert (insert or update) - array of objects or a single object"},"onConflict":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated column(s) with a unique or primary key constraint to resolve conflicts on (e.g., \\"email\\"). Defaults to the primary key."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_vector_search":{"id":"supabase_vector_search","name":"Supabase Vector Search","description":"Perform similarity search using pgvector in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the PostgreSQL function that performs vector search (e.g., match_documents)"},"queryEmbedding":{"type":"array","required":true,"visibility":"user-or-llm","description":"The query vector/embedding to search for similar items"},"matchThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum similarity threshold (0-1), typically 0.7-0.9"},"matchCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 10)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"table_batch_insert_rows":{"id":"table_batch_insert_rows","name":"Batch Insert Rows","description":"Insert multiple rows into a table at once (up to 1000 rows)","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rows":{"type":"array","required":true,"description":"Array of row data objects (max 1000 rows)","visibility":"user-or-llm"}}},"table_create":{"id":"table_create","name":"Create Table","description":"Create a new user-defined table with schema","version":"1.0.0","params":{"name":{"type":"string","required":true,"description":"Table name (alphanumeric, underscores, 1-50 chars)","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Optional table description","visibility":"user-or-llm"},"schema":{"type":"object","required":true,"description":"Table schema with column definitions","visibility":"user-or-llm"}}},"table_delete_row":{"id":"table_delete_row","name":"Delete Row","description":"Delete a row from a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to delete","visibility":"user-or-llm"}}},"table_delete_rows_by_filter":{"id":"table_delete_rows_by_filter","name":"Delete Rows by Filter","description":"Delete multiple rows that match filter criteria. Use with caution - supports optional limit for safety.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to delete (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_get_row":{"id":"table_get_row","name":"Get Row","description":"Get a single row by ID","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to retrieve","visibility":"user-or-llm"}}},"table_get_schema":{"id":"table_get_schema","name":"Get Schema","description":"Get the schema configuration of a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"}}},"table_insert_row":{"id":"table_insert_row","name":"Insert Row","description":"Insert a new row into a table. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data as JSON object","visibility":"user-or-llm"}}},"table_list":{"id":"table_list","name":"List Tables","description":"List all tables in the workspace","version":"1.0.0","params":{}},"table_query_rows":{"id":"table_query_rows","name":"Query Rows","description":"Query rows from a table with filtering, sorting, and pagination","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":false,"description":"Filter conditions (MongoDB-style operators: $eq, $ne, $gt, $gte, $lt, $lte, $in, $nin, $contains, $ncontains, $startsWith, $endsWith, $empty)","visibility":"user-or-llm"},"sort":{"type":"object","required":false,"description":"Sort order as {field: \\"asc\\"|\\"desc\\"}","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows to return (default: 100, max: 1000)","visibility":"user-or-llm"},"offset":{"type":"number","required":false,"description":"Number of rows to skip (default: 0)","visibility":"user-or-llm"}}},"table_query_rows_v2":{"id":"table_query_rows_v2","name":"Query Rows","description":"Query rows with a typed predicate filter and cursor pagination. A single filter can be a plain condition: `{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10}`. Use `all` (AND) or `any` (OR) groups for multiple or nested conditions. Operators: eq, ne, gt, gte, lt, lte, in, nin, like, ilike, nlike, nilike, contains, startsWith, endsWith, isNull, isNotNull, isEmpty, isNotEmpty. Order is a sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`. Omit limit to return the entire result — the query fails if it exceeds the 5MB budget (narrow with a filter or set a limit). With a limit, a page can end early at the byte budget: a non-null nextCursor means more rows exist — pass it back as cursor to continue; never infer completion from page size.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"json","required":false,"description":"Predicate condition, e.g. `{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10}`. Use `all` or `any` for multiple conditions; omit to match all rows.","visibility":"user-or-llm"},"order":{"type":"json","required":false,"description":"Sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows per page. Omit to return the entire matching result — fails if it exceeds the 5MB budget. With a limit, pages may byte-cut early and set nextCursor when more remain.","visibility":"user-or-llm"},"cursor":{"type":"string","required":false,"description":"Opaque pagination cursor returned by a prior query. Omit for the first page.","visibility":"user-or-llm"}}},"table_update_row":{"id":"table_update_row","name":"Update Row","description":"Update an existing row in a table. Supports partial updates - only include the fields you want to change. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the fields to update.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to update","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Updated row data","visibility":"user-or-llm"}}},"table_update_rows_by_filter":{"id":"table_update_rows_by_filter","name":"Update Rows by Filter","description":"Update multiple rows that match filter criteria. Data is merged with existing row data.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Fields to update (merged with existing data)","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to update (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_upsert_row":{"id":"table_upsert_row","name":"Upsert Row","description":"Insert or update a row based on unique column constraints. If a row with matching unique field exists, update it; otherwise insert a new row. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data to insert or update","visibility":"user-or-llm"},"conflictTarget":{"type":"string","required":false,"description":"Unique column to match on. Required only when the table has more than one unique column.","visibility":"user-only"}}},"tailscale_authorize_device":{"id":"tailscale_authorize_device","name":"Tailscale Authorize Device","description":"Authorize or deauthorize a device on the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to authorize"},"authorized":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to authorize (true) or deauthorize (false) the device"}}},"tailscale_create_auth_key":{"id":"tailscale_create_auth_key","name":"Tailscale Create Auth Key","description":"Create a new auth key for the tailnet to pre-authorize devices","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"reusable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the key can be used more than once","default":false},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices authenticated with this key are ephemeral","default":false},"preauthorized":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices are pre-authorized (skip manual approval)","default":true},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for devices using this key (e.g., \\"tag:server,tag:prod\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description for the auth key"},"expirySeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Key expiry time in seconds (default: 90 days)"}}},"tailscale_delete_auth_key":{"id":"tailscale_delete_auth_key","name":"Tailscale Delete Auth Key","description":"Revoke and delete an auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID to delete"}}},"tailscale_delete_device":{"id":"tailscale_delete_device","name":"Tailscale Delete Device","description":"Remove a device from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to delete"}}},"tailscale_delete_user":{"id":"tailscale_delete_user","name":"Tailscale Delete User","description":"Delete a user from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete"}}},"tailscale_expire_device_key":{"id":"tailscale_expire_device_key","name":"Tailscale Expire Device Key","description":"Immediately expire a device\'s node key, requiring it to re-authenticate before it can reconnect to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to expire the key for"}}},"tailscale_get_acl":{"id":"tailscale_get_acl","name":"Tailscale Get ACL","description":"Get the current ACL policy for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_auth_key":{"id":"tailscale_get_auth_key","name":"Tailscale Get Auth Key","description":"Get details of a specific auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID"}}},"tailscale_get_device":{"id":"tailscale_get_device","name":"Tailscale Get Device","description":"Get details of a specific device by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_device_routes":{"id":"tailscale_get_device_routes","name":"Tailscale Get Device Routes","description":"Get the subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_dns_preferences":{"id":"tailscale_get_dns_preferences","name":"Tailscale Get DNS Preferences","description":"Get the DNS preferences for the tailnet including MagicDNS status","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_dns_searchpaths":{"id":"tailscale_get_dns_searchpaths","name":"Tailscale Get DNS Search Paths","description":"Get the DNS search paths configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_auth_keys":{"id":"tailscale_list_auth_keys","name":"Tailscale List Auth Keys","description":"List all auth keys in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_devices":{"id":"tailscale_list_devices","name":"Tailscale List Devices","description":"List all devices in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_dns_nameservers":{"id":"tailscale_list_dns_nameservers","name":"Tailscale List DNS Nameservers","description":"Get the DNS nameservers configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_users":{"id":"tailscale_list_users","name":"Tailscale List Users","description":"List all users in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_set_acl":{"id":"tailscale_set_acl","name":"Tailscale Set ACL","description":"Replace the ACL policy file for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"acl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new ACL policy file, as a JSON string"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag from a prior Get ACL call to avoid overwriting concurrent updates. Use \\"ts-default\\" to only replace an untouched default policy file."}}},"tailscale_set_device_routes":{"id":"tailscale_set_device_routes","name":"Tailscale Set Device Routes","description":"Set the enabled subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"routes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of subnet routes to enable (e.g., \\"10.0.0.0/24,192.168.1.0/24\\")"}}},"tailscale_set_device_tags":{"id":"tailscale_set_device_tags","name":"Tailscale Set Device Tags","description":"Set tags on a device in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of tags (e.g., \\"tag:server,tag:production\\")"}}},"tailscale_set_dns_nameservers":{"id":"tailscale_set_dns_nameservers","name":"Tailscale Set DNS Nameservers","description":"Set the DNS nameservers for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"dns":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS nameserver IP addresses (e.g., \\"8.8.8.8,8.8.4.4\\")"}}},"tailscale_set_dns_preferences":{"id":"tailscale_set_dns_preferences","name":"Tailscale Set DNS Preferences","description":"Set DNS preferences for the tailnet (enable/disable MagicDNS)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"magicDNS":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enable (true) or disable (false) MagicDNS"}}},"tailscale_set_dns_searchpaths":{"id":"tailscale_set_dns_searchpaths","name":"Tailscale Set DNS Search Paths","description":"Set the DNS search paths for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"searchPaths":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS search path domains (e.g., \\"corp.example.com,internal.example.com\\")"}}},"tailscale_suspend_user":{"id":"tailscale_suspend_user","name":"Tailscale Suspend User","description":"Suspend a user\'s access to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to suspend"}}},"tailscale_update_device_key":{"id":"tailscale_update_device_key","name":"Tailscale Update Device Key","description":"Enable or disable key expiry on a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"keyExpiryDisabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to disable key expiry (true) or enable it (false)"}}},"tavily_crawl":{"id":"tavily_crawl","name":"Tavily Crawl","description":"Systematically crawl and extract content from websites using Tavily\'s crawl API. 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Returns structured results with titles, URLs, snippets, and optional raw content, optimized for relevance and accuracy.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute (e.g., \\"latest AI research papers 2024\\")"},"max_results":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (1-20, e.g., 5)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category type: general, news, or finance (e.g., \\"news\\")"},"search_depth":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search scope: basic (1 credit) or advanced (2 credits) (e.g., \\"advanced\\")"},"include_answer":{"type":"string","required":false,"visibility":"user-or-llm","description":"LLM-generated response: true/basic for quick answer or advanced for detailed (e.g., \\"advanced\\")"},"include_raw_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsed HTML content: true/markdown or text format (e.g., \\"markdown\\")"},"include_images":{"type":"boolean","required":false,"visibility":"user-only","description":"Include image search results"},"include_image_descriptions":{"type":"boolean","required":false,"visibility":"user-only","description":"Add descriptive text for images"},"include_favicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include favicon URLs"},"chunks_per_source":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of relevant chunks per source (1-3, default: 3)"},"time_range":{"type":"string","required":false,"visibility":"user-only","description":"Filter by recency: day/d, week/w, month/m, year/y"},"start_date":{"type":"string","required":false,"visibility":"user-only","description":"Earliest publication date (YYYY-MM-DD format)"},"end_date":{"type":"string","required":false,"visibility":"user-only","description":"Latest publication date (YYYY-MM-DD format)"},"include_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to whitelist (e.g., \\"github.com,stackoverflow.com\\")"},"exclude_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to blacklist (e.g., \\"pinterest.com,reddit.com\\")"},"country":{"type":"string","required":false,"visibility":"user-only","description":"Boost results from specified country (general topic only)"},"auto_parameters":{"type":"boolean","required":false,"visibility":"user-only","description":"Automatic parameter configuration based on query intent"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tavily API Key"}}},"telegram_copy_message":{"id":"telegram_copy_message","name":"Telegram Copy Message","description":"Copy a message to another Telegram chat without a forward header through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination chat ID (numeric, can be negative for groups)"},"fromChatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source chat ID the original message belongs to"},"messageId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Identifier of the message to copy in the source chat"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"New caption for the copied media (keeps the original if omitted)"}}},"telegram_delete_message":{"id":"telegram_delete_message","name":"Telegram Delete Message","description":"Delete messages in Telegram channels or chats through the Telegram Bot API. 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Pass a file_id or HTTP URL"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Animation caption (optional)"}}},"telegram_send_audio":{"id":"telegram_send_audio","name":"Telegram Send Audio","description":"Send audio files to Telegram channels or users through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"audio":{"type":"string","required":true,"visibility":"user-or-llm","description":"Audio file to send. 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The workflow decides how to respond to the request.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to cancel"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to cancel (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the cancellation, recorded in the workflow history"}}},"temporal_count_workflows":{"id":"temporal_count_workflows","name":"Temporal Count Workflows","description":"Count workflow executions in a Temporal namespace matching a visibility query, with optional GROUP BY aggregation.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility count filter, e.g. ExecutionStatus = \\"Running\\" or ... GROUP BY ExecutionStatus (empty counts all executions)"}}},"temporal_create_schedule":{"id":"temporal_create_schedule","name":"Temporal Create Schedule","description":"Create a Temporal schedule that starts a workflow on a cron or interval cadence.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID for the new schedule (e.g., nightly-report)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID for started workflows (the schedule appends the run time to keep IDs unique)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name the schedule starts (e.g., ReportWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., reports)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"cronExpressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron expressions defining when the schedule fires, comma- or newline-separated for multiple (e.g., \\"0 12 * * *\\"). At least one of cronExpressions or intervalSeconds is required"},"intervalSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Fixed interval between actions in seconds. At least one of cronExpressions or intervalSeconds is required"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone for cron evaluation (e.g., America/New_York; defaults to UTC)"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when an action would overlap a still-running one (defaults to skip): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable notes stored on the schedule"},"paused":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the schedule in a paused state (defaults to active)"}}},"temporal_delete_schedule":{"id":"temporal_delete_schedule","name":"Temporal Delete Schedule","description":"Delete a Temporal schedule. Workflows already started by the schedule keep running.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete"}}},"temporal_describe_schedule":{"id":"temporal_describe_schedule","name":"Temporal Describe Schedule","description":"Get the configuration and current state of a Temporal schedule, including its spec, recent actions, and upcoming run times.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to describe"}}},"temporal_describe_task_queue":{"id":"temporal_describe_task_queue","name":"Temporal Describe Task Queue","description":"List the workers currently polling a Temporal task queue, to check whether a workflow or activity has live workers.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the task queue to describe (e.g., orders)"},"taskQueueType":{"type":"string","required":false,"visibility":"user-only","description":"Type of pollers to list: TASK_QUEUE_TYPE_WORKFLOW (default) or TASK_QUEUE_TYPE_ACTIVITY"}}},"temporal_describe_workflow":{"id":"temporal_describe_workflow","name":"Temporal Describe Workflow","description":"Get the current state of a Temporal workflow execution, including status, timing, memo, search attributes, and pending activities.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to describe"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to describe (defaults to the latest run)"}}},"temporal_get_workflow_history":{"id":"temporal_get_workflow_history","name":"Temporal Get Workflow History","description":"Fetch the event history of a Temporal workflow execution, optionally filtered to just the close event.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run (defaults to the latest run)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history events to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"},"historyEventFilterType":{"type":"string","required":false,"visibility":"user-only","description":"Event filter: HISTORY_EVENT_FILTER_TYPE_ALL_EVENT (default) or HISTORY_EVENT_FILTER_TYPE_CLOSE_EVENT to return only the final close event"}}},"temporal_list_schedules":{"id":"temporal_list_schedules","name":"Temporal List Schedules","description":"List schedules in a Temporal namespace.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility filter over schedules, e.g. TemporalSchedulePaused = false (empty lists all schedules)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of schedules to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_list_workflows":{"id":"temporal_list_workflows","name":"Temporal List Workflows","description":"List workflow executions in a Temporal namespace, optionally filtered with a visibility query.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility list filter, e.g. WorkflowType = \\"OrderWorkflow\\" AND ExecutionStatus = \\"Running\\" (empty lists all executions)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of executions to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_pause_schedule":{"id":"temporal_pause_schedule","name":"Temporal Pause Schedule","description":"Pause a Temporal schedule so it stops taking actions until unpaused.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to pause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_query_workflow":{"id":"temporal_query_workflow","name":"Temporal Query Workflow","description":"Run a synchronous query against the state of a Temporal workflow execution and return the result.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to query"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to query (defaults to the latest run)"},"queryType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the query handler to invoke (e.g., getStatus)"},"queryArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_reset_workflow":{"id":"temporal_reset_workflow","name":"Temporal Reset Workflow","description":"Reset a Temporal workflow execution to a past workflow task, terminating the current run and replaying from the reset point in a new run.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to reset"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to reset (defaults to the latest run)"},"workflowTaskFinishEventId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event ID of the workflow task finish event to reset to — a WORKFLOW_TASK_COMPLETED, WORKFLOW_TASK_TIMED_OUT, WORKFLOW_TASK_FAILED, or WORKFLOW_TASK_STARTED event (find it with Get Workflow History)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the reset, recorded in the workflow history"}}},"temporal_signal_with_start":{"id":"temporal_signal_with_start","name":"Temporal Signal With Start","description":"Atomically signal a Temporal workflow, starting it first if it is not already running, so the signal is never lost.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID to signal, or to start and signal (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to start if the workflow is not running"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow start input as JSON, used only when a new execution is started. A top-level array is passed as the argument list; any other value is passed as a single argument"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running (defaults to using the existing run): WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_signal_workflow":{"id":"temporal_signal_workflow","name":"Temporal Signal Workflow","description":"Send a signal to a running Temporal workflow execution.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to signal"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to signal (defaults to the latest run)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_start_workflow":{"id":"temporal_start_workflow","name":"Temporal Start Workflow","description":"Start a new workflow execution on a Temporal cluster.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique workflow ID for the new execution (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to run (e.g., OrderWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running: WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_terminate_workflow":{"id":"temporal_terminate_workflow","name":"Temporal Terminate Workflow","description":"Forcefully terminate a Temporal workflow execution immediately, without giving the workflow a chance to react.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to terminate"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to terminate (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the termination, recorded in the workflow history"}}},"temporal_trigger_schedule":{"id":"temporal_trigger_schedule","name":"Temporal Trigger Schedule","description":"Trigger an immediate action of a Temporal schedule, outside its normal spec.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to trigger"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Overlap policy for the triggered action (defaults to the schedule\'s policy): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"}}},"temporal_unpause_schedule":{"id":"temporal_unpause_schedule","name":"Temporal Unpause Schedule","description":"Unpause a Temporal schedule so it resumes taking actions.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to unpause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_update_workflow":{"id":"temporal_update_workflow","name":"Temporal Update Workflow","description":"Invoke an update handler on a running Temporal workflow and wait for its result. Unlike a signal, an update is validated by the workflow and returns a response.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to update"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to update (defaults to the latest run)"},"updateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the update handler to invoke (e.g., addItem)"},"updateArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"textract_analyze_expense":{"id":"textract_analyze_expense","name":"AWS Textract Analyze Expense","description":"Extract structured invoice and receipt fields using AWS Textract AnalyzeExpense","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Invoice or receipt to be processed (JPEG, PNG, or single-page PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to an invoice or receipt to be processed, if not uploaded directly."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."}}},"textract_analyze_id":{"id":"textract_analyze_id","name":"AWS Textract Analyze ID","description":"Extract identity document fields using AWS Textract AnalyzeID","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Front of the identity document (JPEG, PNG, or PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to the front of the identity document, if not uploaded directly."},"fileBack":{"type":"file","required":false,"visibility":"hidden","description":"Back of the identity document, if applicable (JPEG, PNG, or PDF)."},"filePathBack":{"type":"string","required":false,"visibility":"hidden","description":"URL to the back of the identity document, if not uploaded directly."}}},"textract_parser":{"id":"textract_parser","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed (JPEG, PNG, or single-page PDF)."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"textract_parser_v2":{"id":"textract_parser_v2","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"thinking_tool":{"id":"thinking_tool","name":"Thinking Tool","description":"Processes a provided thought/instruction, making it available for subsequent steps.","version":"1.0.0","params":{"thought":{"type":"string","required":true,"visibility":"llm-only","description":"Your internal reasoning, analysis, or thought process. Use this to think through the problem step by step before responding."}}},"thrive_add_audience_managers":{"id":"thrive_add_audience_managers","name":"Thrive Add Audience Managers","description":"Add managers to a Thrive audience with their permissions.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects (1-100). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_add_audience_members":{"id":"thrive_add_audience_members","name":"Thrive Add Audience Members","description":"Add members to a Thrive audience by email, ref, or id.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids to add (1-100). Example: [\\"user@example.com\\"]"}}},"thrive_add_user_tags":{"id":"thrive_add_user_tags","name":"Thrive Add User Tags","description":"Add one or more tags to a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to add (1-100). Example: [\\"leadership\\"]"}}},"thrive_create_assignment":{"id":"thrive_create_assignment","name":"Thrive Create Assignment","description":"Create a compliance assignment in Thrive for an audience and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the primary content"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"},"hideAlternativeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the alternative content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment (default 30)"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"}}},"thrive_create_audience":{"id":"thrive_create_audience","name":"Thrive Create Audience","description":"Create a new audience or structure in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id or reference of the parent audience/structure; leave blank for a parent audience/structure"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"The audience category: \'audience\' or \'structure\'"}}},"thrive_create_completion":{"id":"thrive_create_completion","name":"Thrive Create Completion","description":"Record a learning completion in Thrive for a user and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the content completed"},"completedAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO8601 timestamp when the completion occurred"}}},"thrive_create_user":{"id":"thrive_create_user","name":"Thrive Create User","description":"Create a new user in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual"},"firstName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user (required unless loginMethod is \'ref\')"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\' (defaults to \'email\')"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\' (defaults to \'learner\')"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone (tenant default if omitted)"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_delete_assignment":{"id":"thrive_delete_assignment","name":"Thrive Delete Assignment","description":"Delete a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"}}},"thrive_delete_audience":{"id":"thrive_delete_audience","name":"Thrive Delete Audience","description":"Delete an audience in Thrive (only if it has no child audiences).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_delete_user":{"id":"thrive_delete_user","name":"Thrive Delete User","description":"Permanently delete (obfuscate) a user in Thrive by ref while retaining training history.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to delete"}}},"thrive_get_activity":{"id":"thrive_get_activity","name":"Thrive Get Activity","description":"Get a single activity record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the activity"}}},"thrive_get_assignment":{"id":"thrive_get_assignment","name":"Thrive Get Assignment","description":"Get a single compliance assignment in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"}}},"thrive_get_audience":{"id":"thrive_get_audience","name":"Thrive Get Audience","description":"Get a single audience or structure in Thrive by id or reference.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_get_completion":{"id":"thrive_get_completion","name":"Thrive Get Completion","description":"Get a single learning completion record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The completion ID"}}},"thrive_get_content":{"id":"thrive_get_content","name":"Thrive Get Content","description":"Get a single content record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the content item"}}},"thrive_get_cpd_category":{"id":"thrive_get_cpd_category","name":"Thrive Get CPD Category","description":"Get a single CPD category in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD category ID"}}},"thrive_get_cpd_entry":{"id":"thrive_get_cpd_entry","name":"Thrive Get CPD Entry","description":"Get a single CPD log entry in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"logEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD log entry ID"}}},"thrive_get_cpd_requirement":{"id":"thrive_get_cpd_requirement","name":"Thrive Get CPD Requirement","description":"Get a single CPD requirement summary in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceRequirementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD requirement ID"}}},"thrive_get_enrolment":{"id":"thrive_get_enrolment","name":"Thrive Get Enrolment","description":"Get a single enrolment for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"enrolmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The enrolment ID"}}},"thrive_get_skill_levels":{"id":"thrive_get_skill_levels","name":"Thrive Get Skill Levels","description":"Get the available skill levels configured in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"}}},"thrive_get_tag":{"id":"thrive_get_tag","name":"Thrive Get Tag","description":"Get a single tag in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tag ID"}}},"thrive_get_user_by_id":{"id":"thrive_get_user_by_id","name":"Thrive Get User by ID","description":"Get a single user in Thrive by their ID and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"}}},"thrive_get_user_by_ref":{"id":"thrive_get_user_by_ref","name":"Thrive Get User by Ref","description":"Get a single user in Thrive by their ref and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref"}}},"thrive_list_assignments":{"id":"thrive_list_assignments","name":"Thrive List Assignments","description":"List compliance assignments in Thrive, optionally filtered by audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by audience ID or audience reference"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_audience_managers":{"id":"thrive_list_audience_managers","name":"Thrive List Audience Managers","description":"List the managers of a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_list_audience_members":{"id":"thrive_list_audience_members","name":"Thrive List Audience Members","description":"List the members of a Thrive audience with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_audiences":{"id":"thrive_list_audiences","name":"Thrive List Audiences","description":"List audiences and structures in Thrive with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"apiControlled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to only return audiences which are / are not API controlled"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only audiences updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_completions":{"id":"thrive_list_completions","name":"Thrive List Completions","description":"List learning completion records in Thrive, optionally filtered by user or content.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content"},"isRPL":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by completions imported via Recognition of Prior Learning (RPL)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user"},"completedDateRangeStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate >= this date/date-time)"},"completedDateRangeEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate <= this date/date-time)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 1000)"}}},"thrive_list_enrolments":{"id":"thrive_list_enrolments","name":"Thrive List Enrolments","description":"List enrolments for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"updatedAtFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date to filter enrolments from (ISO 8601)"},"updatedAtTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date to filter enrolments up to (ISO 8601). Requires updatedAtFrom."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by enrolment status: archived, complete, open, overdue, scheduled, or unassigned"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_tags":{"id":"thrive_list_tags","name":"Thrive List Tags","description":"List tags in Thrive and return tag information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only tags updated on or after this date/time (ISO 8601)"}}},"thrive_query_activities":{"id":"thrive_query_activities","name":"Thrive Query Activities","description":"Query activity records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"actions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"omitActions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"contentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated content IDs"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content type"},"timestampFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"},"timestampTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"}}},"thrive_query_content":{"id":"thrive_query_content","name":"Thrive Query Content","description":"Query content records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"types":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"omitTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_categories":{"id":"thrive_query_cpd_categories","name":"Thrive Query CPD Categories","description":"Query CPD categories in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_entries":{"id":"thrive_query_cpd_entries","name":"Thrive Query CPD Entries","description":"Query CPD log entries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"entryDateFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DD hh:mm:ss)"},"entryDateTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DD hh:mm:ss)"}}},"thrive_query_cpd_requirements":{"id":"thrive_query_cpd_requirements","name":"Thrive Query CPD Requirements","description":"Query CPD requirement summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_user_summaries":{"id":"thrive_query_cpd_user_summaries","name":"Thrive Query CPD User Summaries","description":"Query CPD user log summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"entryDateFrom":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DDThh:mm:ss)"},"entryDateTo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DDThh:mm:ss)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter by"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_remove_audience_manager":{"id":"thrive_remove_audience_manager","name":"Thrive Remove Audience Manager","description":"Remove a single manager from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove as a manager"}}},"thrive_remove_audience_member":{"id":"thrive_remove_audience_member","name":"Thrive Remove Audience Member","description":"Remove a single member from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove"}}},"thrive_remove_user_tags":{"id":"thrive_remove_user_tags","name":"Thrive Remove User Tags","description":"Remove one or more tags from a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to remove (1-100). Example: [\\"leadership\\"]"}}},"thrive_replace_audience_managers":{"id":"thrive_replace_audience_managers","name":"Thrive Replace Audience Managers","description":"Replace a Thrive audience\'s entire manager list with the given managers (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects that replaces the whole manager list (1-100, no empty array). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_replace_audience_members":{"id":"thrive_replace_audience_members","name":"Thrive Replace Audience Members","description":"Replace a Thrive audience\'s entire members list with the given users (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids that replaces the whole members list (1-100, no empty array). Example: [\\"user@example.com\\"]"}}},"thrive_search_users":{"id":"thrive_search_users","name":"Thrive Search Users","description":"Search users in Thrive and return basic user information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated on or after this date/time (ISO 8601)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to include: active, inactive, expired, new"},"omitStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to exclude: active, inactive, expired, new"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a single status: active, inactive, expired, or new"}}},"thrive_suspend_user":{"id":"thrive_suspend_user","name":"Thrive Suspend User","description":"Suspend a user in Thrive by ref, marking the account inactive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to suspend"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"The date this individual left your organisation (ISO 8601)"}}},"thrive_update_assignment":{"id":"thrive_update_assignment","name":"Thrive Update Assignment","description":"Update a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content ID for the primary content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"}}},"thrive_update_audience":{"id":"thrive_update_audience","name":"Thrive Update Audience","description":"Update an audience in Thrive, optionally moving it to a new parent.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of the parent audience/structure to move the audience to"}}},"thrive_update_user":{"id":"thrive_update_user","name":"Thrive Update User","description":"Update an existing user in Thrive by ref. Only the fields provided are changed.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\'"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\'"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_update_user_skills":{"id":"thrive_update_user_skills","name":"Thrive Update User Skills","description":"Update skills and levels for a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"skills":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of skill objects (1-100). Each: {\\"tagName\\":\\"leadership\\",\\"level\\":1,\\"targetLevel\\":3}. level/targetLevel optional (min -1)."}}},"tiktok_get_post_status":{"id":"tiktok_get_post_status","name":"TikTok Get Post Status","description":"Check the status of a video draft upload. Use the publishId returned from Upload Video Draft to track progress.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"publishId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publish ID returned from a post/upload tool."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tiktok_get_user":{"id":"tiktok_get_user","name":"TikTok Get User","description":"Get the authenticated TikTok user profile information including display name, avatar, bio, follower count, and video statistics.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","default":"open_id,union_id,avatar_url,avatar_large_url,display_name,bio_description,profile_deep_link,is_verified,username,follower_count,following_count,likes_count,video_count","description":"Comma-separated allowlisted fields to return. open_id and display_name are always included. Available: open_id, union_id, avatar_url, avatar_large_url, display_name, bio_description, profile_deep_link, is_verified, username, follower_count, following_count, likes_count, video_count. Include avatar_url or avatar_large_url to receive avatarFile."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["user.info.basic","user.info.profile","user.info.stats"]}},"tiktok_list_videos":{"id":"tiktok_list_videos","name":"TikTok List Videos","description":"Get a list of the authenticated user\'s TikTok videos with cover images, titles, and metadata. Supports pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","default":10,"description":"Maximum number of videos to return (1-20)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (from previous response)"}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_query_videos":{"id":"tiktok_query_videos","name":"TikTok Query Videos","description":"Query specific TikTok videos by their IDs to get fresh metadata including cover images, embed links, and video details.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"videoIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of video IDs to query (maximum 20)","items":{"type":"string","description":"TikTok video ID"}}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_upload_video_draft":{"id":"tiktok_upload_video_draft","name":"TikTok Upload Video Draft","description":"Send an uploaded video to the authenticated user\'s TikTok inbox for manual editing and posting. The user must open TikTok and tap the inbox notification to complete the post. Rate limit: 6 requests per minute per user.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"file":{"type":"file","required":true,"visibility":"user-only","description":"Video file to upload from the workflow. Maximum size: 250 MB."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tinybird_append_datasource":{"id":"tinybird_append_datasource","name":"Tinybird Append Data Source","description":"Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parquet).","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the existing Data Source to append to. Example: \\"events_raw\\""},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Publicly accessible URL of the file to append. Example: \\"https://example.com/data.csv\\""},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the source file: \\"csv\\" (default), \\"ndjson\\", or \\"parquet\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}}},"tinybird_delete_datasource_rows":{"id":"tinybird_delete_datasource_rows","name":"Tinybird Delete Data Source Rows","description":"Delete rows from a Tinybird Data Source matching a SQL condition.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to delete rows from. Example: \\"events_raw\\""},"delete_condition":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE-clause condition selecting the rows to delete. Example: \\"country = \'ES\'\\" or \\"event_date < \'2024-01-01\'\\""},"dry_run":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, returns how many rows would be deleted without deleting them. Defaults to false."},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}}},"tinybird_events":{"id":"tinybird_events","name":"Tinybird Events","description":"Send events to a Tinybird Data Source using the Events API. 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Defaults to UTC"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External identifier to associate with the schedule (e.g., a user ID)"},"deduplicationKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Key that prevents duplicate schedules; creating again with the same key updates the existing schedule"}}},"trigger_dev_create_waitpoint_token":{"id":"trigger_dev_create_waitpoint_token","name":"Trigger.dev Create Waitpoint Token","description":"Create a Trigger.dev waitpoint token that a task can wait on until it is completed from outside (e.g., a human approval).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"timeout":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long before the token times out, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\") or an ISO 8601 date"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key; passing the same key before it expires returns the original token"},"idempotencyKeyTTL":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the idempotency key is valid, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to attach to the waitpoint (max 10, each under 128 characters)"}}},"trigger_dev_deactivate_schedule":{"id":"trigger_dev_deactivate_schedule","name":"Trigger.dev Deactivate Schedule","description":"Deactivate an imperative Trigger.dev schedule so it stops triggering its task.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to deactivate (starts with sched_)"}}},"trigger_dev_delete_env_var":{"id":"trigger_dev_delete_env_var","name":"Trigger.dev Delete Env Var","description":"Delete an environment variable from a Trigger.dev project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment the variable belongs to: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable to delete (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_delete_schedule":{"id":"trigger_dev_delete_schedule","name":"Trigger.dev Delete Schedule","description":"Delete an imperative Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete (starts with sched_)"}}},"trigger_dev_execute_query":{"id":"trigger_dev_execute_query","name":"Trigger.dev Execute Query","description":"Execute a TRQL (SQL-like) query against Trigger.dev run data for reporting and analytics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"TRQL query to execute (e.g., \\"SELECT run_id, status, triggered_at FROM runs WHERE status = \'Failed\' LIMIT 10\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of data to query: environment (default), project, or organization"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time period shorthand (e.g., \\"1h\\", \\"7d\\", \\"30d\\"). Cannot be combined with from/to"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time range as an ISO 8601 timestamp. Must be used with \\"to\\""},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time range as an ISO 8601 timestamp. Must be used with \\"from\\""},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" (default) for structured rows or \\"csv\\" for a CSV string"}}},"trigger_dev_get_batch":{"id":"trigger_dev_get_batch","name":"Trigger.dev Get Batch","description":"Retrieve a Trigger.dev batch by its ID, including its status, run IDs, and success and failure counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve (starts with batch_)"}}},"trigger_dev_get_batch_results":{"id":"trigger_dev_get_batch_results","name":"Trigger.dev Get Batch Results","description":"Retrieve the execution results of every run in a Trigger.dev batch, including outputs and error details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve results for (starts with batch_)"}}},"trigger_dev_get_deployment":{"id":"trigger_dev_get_deployment","name":"Trigger.dev Get Deployment","description":"Retrieve a Trigger.dev deployment by its ID, including its status, version, and registered tasks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the deployment to retrieve"}}},"trigger_dev_get_env_var":{"id":"trigger_dev_get_env_var","name":"Trigger.dev Get Env Var","description":"Retrieve an environment variable from a Trigger.dev project environment. The value is returned in plaintext and will appear in workflow outputs and run history.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to read the variable from: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_get_latest_deployment":{"id":"trigger_dev_get_latest_deployment","name":"Trigger.dev Get Latest Deployment","description":"Retrieve the latest Trigger.dev deployment in the environment of the API key.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_query_schema":{"id":"trigger_dev_get_query_schema","name":"Trigger.dev Get Query Schema","description":"Retrieve the TRQL query schema: the tables and columns available for Execute Query, with types and allowed values.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_queue":{"id":"trigger_dev_get_queue","name":"Trigger.dev Get Queue","description":"Retrieve a Trigger.dev queue by ID, task identifier, or custom queue name, including its running and queued counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_get_run":{"id":"trigger_dev_get_run","name":"Trigger.dev Get Run","description":"Retrieve a Trigger.dev run by its ID, including status, payload, output, attempts, and timing details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve (starts with run_)"}}},"trigger_dev_get_run_events":{"id":"trigger_dev_get_run_events","name":"Trigger.dev Get Run Events","description":"Retrieve the log and span events of a Trigger.dev run, including messages, levels, durations, and error events.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve events for (starts with run_)"}}},"trigger_dev_get_run_result":{"id":"trigger_dev_get_run_result","name":"Trigger.dev Get Run Result","description":"Retrieve the result of a Trigger.dev run: whether it succeeded, its output, and error details. Lighter than Get Run when only the outcome is needed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the result for (starts with run_)"}}},"trigger_dev_get_run_trace":{"id":"trigger_dev_get_run_trace","name":"Trigger.dev Get Run Trace","description":"Retrieve the OpenTelemetry trace of a Trigger.dev run as a tree of spans with timing, errors, and nested children.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the trace for (starts with run_)"}}},"trigger_dev_get_schedule":{"id":"trigger_dev_get_schedule","name":"Trigger.dev Get Schedule","description":"Retrieve a Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to retrieve (starts with sched_)"}}},"trigger_dev_get_waitpoint_token":{"id":"trigger_dev_get_waitpoint_token","name":"Trigger.dev Get Waitpoint Token","description":"Retrieve a Trigger.dev waitpoint token by its ID, including its status, timeout, and completion data.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"waitpointId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the waitpoint token to retrieve (starts with waitpoint_)"}}},"trigger_dev_import_env_vars":{"id":"trigger_dev_import_env_vars","name":"Trigger.dev Import Env Vars","description":"Upload multiple environment variables to a Trigger.dev project environment in one request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to upload the variables to: dev, staging, or prod"},"variables":{"type":"json","required":true,"visibility":"user-only","description":"JSON array of environment variables to upload. Example: [{\\"name\\": \\"SLACK_API_KEY\\", \\"value\\": \\"slack_123\\"}]"},"override":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to override existing variables: \\"true\\" or \\"false\\" (default false)"}}},"trigger_dev_list_deployments":{"id":"trigger_dev_list_deployments","name":"Trigger.dev List Deployments","description":"List Trigger.dev deployments in the environment of the API key, with optional status and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deployment status to filter by: PENDING, BUILDING, DEPLOYING, DEPLOYED, FAILED, CANCELED, or TIMED_OUT"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of deployments per page (5 to 100, default 20)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to start the page after, from the previous response pagination"}}},"trigger_dev_list_env_vars":{"id":"trigger_dev_list_env_vars","name":"Trigger.dev List Env Vars","description":"List the environment variables of a Trigger.dev project environment. Values are returned in plaintext and will appear in workflow outputs and run history — scope this operation carefully.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to list variables for: dev, staging, or prod"}}},"trigger_dev_list_queues":{"id":"trigger_dev_list_queues","name":"Trigger.dev List Queues","description":"List the queues in the environment of the API key, including running and queued counts, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of queues per page"}}},"trigger_dev_list_runs":{"id":"trigger_dev_list_runs","name":"Trigger.dev List Runs","description":"List Trigger.dev runs in the environment of the API key, with optional filters for status, task, version, tags, schedule, and creation time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by: PENDING_VERSION, DELAYED, QUEUED, EXECUTING, REATTEMPTING, FROZEN, COMPLETED, CANCELED, FAILED, CRASHED, INTERRUPTED, SYSTEM_FAILURE"},"taskIdentifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task identifiers to filter by"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated worker versions to filter by (e.g., \\"20240101.1\\")"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"schedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule ID to filter by (starts with sched_)"},"isTest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by test runs: \\"true\\" for only test runs, \\"false\\" to exclude them"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of runs per page (max 100, default 25)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page before, for backward pagination"}}},"trigger_dev_list_schedules":{"id":"trigger_dev_list_schedules","name":"Trigger.dev List Schedules","description":"List Trigger.dev schedules in the project, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules per page"}}},"trigger_dev_list_timezones":{"id":"trigger_dev_list_timezones","name":"Trigger.dev List Timezones","description":"List the IANA timezones supported by Trigger.dev schedules, for use as the timezone of a cron schedule.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"excludeUtc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to exclude UTC from the returned timezones"}}},"trigger_dev_list_waitpoint_tokens":{"id":"trigger_dev_list_waitpoint_tokens","name":"Trigger.dev List Waitpoint Tokens","description":"List Trigger.dev waitpoint tokens in the environment of the API key, with optional status, tag, and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint status to filter by: WAITING, COMPLETED, or TIMED_OUT"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key to filter by"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tokens per page (max 100)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page before, for backward pagination"}}},"trigger_dev_override_queue_concurrency":{"id":"trigger_dev_override_queue_concurrency","name":"Trigger.dev Override Queue Concurrency","description":"Override the concurrency limit of a Trigger.dev queue with a new value.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"},"concurrencyLimit":{"type":"number","required":true,"visibility":"user-or-llm","description":"New concurrency limit for the queue (0 to 100000)"}}},"trigger_dev_pause_queue":{"id":"trigger_dev_pause_queue","name":"Trigger.dev Pause Queue","description":"Pause a Trigger.dev queue so no new runs start. Runs that are currently executing continue to completion.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_promote_deployment":{"id":"trigger_dev_promote_deployment","name":"Trigger.dev Promote Deployment","description":"Promote a Trigger.dev deployment version so new runs execute on it (e.g., to roll back to a previous version).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Deployment version to promote (e.g., \\"20250228.1\\")"}}},"trigger_dev_replay_run":{"id":"trigger_dev_replay_run","name":"Trigger.dev Replay Run","description":"Replay a Trigger.dev run, creating a new run with the same payload and options as the original.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to replay (starts with run_)"}}},"trigger_dev_reschedule_run":{"id":"trigger_dev_reschedule_run","name":"Trigger.dev Reschedule Run","description":"Reschedule a delayed Trigger.dev run with a new delay. Only valid while the run is in the DELAYED state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the delayed run to reschedule (starts with run_)"},"delay":{"type":"string","required":true,"visibility":"user-or-llm","description":"New delay for the run, as a duration (\\"30m\\", \\"1h\\", \\"2d\\") or an ISO 8601 date to delay until"}}},"trigger_dev_reset_queue_concurrency":{"id":"trigger_dev_reset_queue_concurrency","name":"Trigger.dev Reset Queue Concurrency","description":"Reset the concurrency limit of a Trigger.dev queue back to its base value, removing any override.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_resume_queue":{"id":"trigger_dev_resume_queue","name":"Trigger.dev Resume Queue","description":"Resume a paused Trigger.dev queue so new runs can start again.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_trigger_task":{"id":"trigger_dev_trigger_task","name":"Trigger.dev Trigger Task","description":"Trigger a Trigger.dev task by its identifier with an optional JSON payload. Returns the ID of the created run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"taskIdentifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task to trigger (e.g., \\"send-welcome-email\\")"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON payload passed to the task run. 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30)"},"checkTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Check timeout in seconds, 0-60 (HTTP, Keyword and Port monitors only)"},"port":{"type":"number","required":false,"visibility":"user-or-llm","description":"Port to check, 1-65535 (required for Port and UDP monitors)"},"keywordType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword match type for Keyword monitors: ALERT_EXISTS or ALERT_NOT_EXISTS"},"keywordValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword to look for (Keyword monitors only)"},"keywordCaseType":{"type":"number","required":false,"visibility":"user-or-llm","description":"Keyword case sensitivity: 0 (case-sensitive) or 1 (case-insensitive)"},"httpMethodType":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: HEAD, GET, POST, PUT, PATCH, DELETE, or OPTIONS (defaults to 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(api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"}}},"vanta_get_framework":{"id":"vanta_get_framework","name":"Vanta Get Framework","description":"Get a Vanta compliance framework by ID, including its requirement categories and mapped controls","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the framework (e.g., soc2)"}}},"vanta_get_person":{"id":"vanta_get_person","name":"Vanta Get Person","description":"Get a person tracked in Vanta by ID, including employment, leave, and security task status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the person"}}},"vanta_get_policy":{"id":"vanta_get_policy","name":"Vanta Get Policy","description":"Get a Vanta security policy by ID, including its approval status and latest approved version documents","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client 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\\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"riskScenarioId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the risk scenario"}}},"vanta_get_test":{"id":"vanta_get_test","name":"Vanta Get Test","description":"Get a Vanta automated compliance test by ID, including its status and remediation info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"testId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the test (e.g., test-aws-cloudtrail-enabled)"}}},"vanta_get_vendor":{"id":"vanta_get_vendor","name":"Vanta Get Vendor","description":"Get a Vanta vendor by ID, including risk levels, contract details, and authentication info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vendor"}}},"vanta_get_vulnerable_asset":{"id":"vanta_get_vulnerable_asset","name":"Vanta Get Vulnerable Asset","description":"Get a vulnerable asset in Vanta by ID, including the scanners reporting it and per-scanner asset 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security controls in a Vanta account, optionally filtered by framework","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated framework IDs to filter controls by (e.g., soc2,iso27001)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_document_uploads":{"id":"vanta_list_document_uploads","name":"Vanta List Document Uploads","description":"List the files uploaded to a specific Vanta evidence document","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination 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client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_monitored_computers":{"id":"vanta_list_monitored_computers","name":"Vanta List Monitored Computers","description":"List the monitored computers in a Vanta account with screenlock, disk encryption, password manager, and antivirus check 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FORMER"},"groupIdsMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group IDs to filter people by"},"tasksSummaryStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task summary statuses to filter by: NONE, DUE_SOON, OVERDUE, COMPLETE, PAUSED, OFFBOARDING_DUE_SOON, OFFBOARDING_OVERDUE, OFFBOARDING_COMPLETE"},"taskTypeMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task types to filter by: COMPLETE_TRAININGS, ACCEPT_POLICIES, COMPLETE_CUSTOM_TASKS, COMPLETE_CUSTOM_OFFBOARDING_TASKS, INSTALL_DEVICE_MONITORING, COMPLETE_BACKGROUND_CHECKS"},"taskStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task statuses to filter by: COMPLETE, DUE_SOON, OVERDUE, NONE"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_policies":{"id":"vanta_list_policies","name":"Vanta List Policies","description":"List the security policies in a Vanta account with approval status and version info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_risk_scenarios":{"id":"vanta_list_risk_scenarios","name":"Vanta List Risk Scenarios","description":"List the risk scenarios in a Vanta risk register with likelihood/impact scores, treatment decisions, and review status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"searchString":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter risk 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name"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project name"},"framework":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project framework (e.g. nextjs, remix, vite)"},"buildCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom build command"},"outputDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom output directory"},"installCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom install command"},"rootDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subdirectory of the repository the project lives in (for monorepos)"},"nodeVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Node.js version to use (e.g. 22.x, 20.x, 18.x)"},"devCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom dev 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redirect"},"redirectStatusCode":{"type":"number","required":false,"visibility":"user-or-llm","description":"HTTP status code for redirect (301, 302, 307, 308)"},"gitBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to link the domain to"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"vercel_verify_project_domain":{"id":"vercel_verify_project_domain","name":"Vercel Verify Project Domain","description":"Verify a Vercel project domain by checking its verification challenge","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Vercel Access Token"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or name"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to verify"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"video_falai":{"id":"video_falai","name":"Fal.ai Video Generation","description":"Generate videos using Fal.ai with access to Veo 3.1, Sora 2, Seedance 2.0, Kling 3.0, MiniMax Hailuo 2.3, WAN 2.2, LTX 2.3, and previously supported models","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (falai)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fal.ai API key"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Fal.ai model: veo-3.1, veo-3.1-fast, sora-2, sora-2-pro, seedance-2.0, seedance-2.0-fast, kling-v3-pro, kling-v3-4k, kling-o3-pro, kling-o3-4k, minimax-hailuo-2.3-pro, minimax-hailuo-2.3-standard, wan-2.2-a14b-turbo, ltx-2.3, ltx-2.3-fast, plus previously supported model IDs"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (varies by model)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio (varies by model): 16:9, 9:16, 1:1"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (varies by model): 480p, 580p, 720p, 1080p, true_1080p, 1440p, 2160p, 4k"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for MiniMax models (default: true)"},"generateAudio":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate native audio when supported by the selected Fal.ai model"}}},"video_luma":{"id":"video_luma","name":"Luma Dream Machine Video","description":"Generate videos using Luma Dream Machine with advanced camera controls","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (luma)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma AI API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Luma model: ray-2 (default)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 9, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 540p, 720p, or 1080p (default: 1080p)"},"cameraControl":{"type":"json","required":false,"visibility":"user-or-llm","description":"Camera controls as array of concept objects. Format: [{ \\"key\\": \\"concept_name\\" }]. Valid keys: truck_left, truck_right, pan_left, pan_right, tilt_up, tilt_down, zoom_in, zoom_out, push_in, pull_out, orbit_left, orbit_right, crane_up, crane_down, static, handheld, and 20+ more predefined options"}}},"video_minimax":{"id":"video_minimax","name":"MiniMax Hailuo Video","description":"Generate videos using MiniMax Hailuo through MiniMax Platform API with advanced realism and prompt optimization","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (minimax)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MiniMax API key from platform.minimax.io"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"MiniMax model: hailuo-2.3 (default) or hailuo-02"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (6 or 10, default: 6)"},"endpoint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality endpoint: standard (768P) or pro (1080P for 6s videos)"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for better results (default: true)"}}},"video_runway":{"id":"video_runway","name":"Runway Gen-4 Video","description":"Generate videos using Runway Gen-4 with world consistency and visual references","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (runway)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Runway API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runway model: gen-4 (default, higher quality) or gen-4-turbo (faster)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 10, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (720p output). Note: Gen-4 Turbo outputs at 720p natively"},"visualReference":{"type":"file","required":true,"visibility":"user-or-llm","description":"Reference image REQUIRED for Gen-4 (UserFile object). Gen-4 only supports image-to-video, not text-only generation"}}},"video_veo":{"id":"video_veo","name":"Google Veo 3 Video","description":"Generate videos using Google Veo 3/3.1 with native audio generation","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (veo)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Gemini API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Veo model: veo-3 (default, highest quality), veo-3-fast (faster), or veo-3.1 (latest)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (4, 6, or 8, default: 8)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape) or 9:16 (portrait)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 720p or 1080p (default: 1080p)"}}},"vision_tool":{"id":"vision_tool","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageUrl":{"type":"string","required":false,"visibility":"user-only","description":"Publicly accessible image URL"},"imageFile":{"type":"file","required":false,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"vision_tool_v2":{"id":"vision_tool_v2","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageFile":{"type":"file","required":true,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"wealthbox_read_contact":{"id":"wealthbox_read_contact","name":"Read Wealthbox Contact","description":"Read content from a Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Wealthbox API"},"contactId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the contact to read (e.g., \\"12345\\")"}}},"wealthbox_read_note":{"id":"wealthbox_read_note","name":"Read Wealthbox Note","description":"Read content from a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"noteId":{"type":"string","required":false,"description":"The ID of the note to read (e.g., \\"11111\\")","visibility":"user-or-llm"}}},"wealthbox_read_task":{"id":"wealthbox_read_task","name":"Read Wealthbox Task","description":"Read content from a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"taskId":{"type":"string","required":false,"description":"The ID of the task to read (e.g., \\"67890\\")","visibility":"user-or-llm"}}},"wealthbox_write_contact":{"id":"wealthbox_write_contact","name":"Write Wealthbox Contact","description":"Create a new Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"firstName":{"type":"string","required":true,"description":"The first name of the contact","visibility":"user-or-llm"},"lastName":{"type":"string","required":true,"description":"The last name of the contact","visibility":"user-or-llm"},"emailAddress":{"type":"string","required":false,"description":"The email address of the contact","visibility":"user-or-llm"},"backgroundInformation":{"type":"string","required":false,"description":"Background information about the contact","visibility":"user-or-llm"}}},"wealthbox_write_note":{"id":"wealthbox_write_note","name":"Write Wealthbox Note","description":"Create or update a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"content":{"type":"string","required":true,"description":"The main body of the note","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this note (e.g., \\"12345\\")","visibility":"user-or-llm"}}},"wealthbox_write_task":{"id":"wealthbox_write_task","name":"Write Wealthbox Task","description":"Create or update a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"title":{"type":"string","required":true,"description":"The name/title of the task","visibility":"user-or-llm"},"dueDate":{"type":"string","required":true,"description":"The due date and time of the task (format: \\"YYYY-MM-DD HH:MM AM/PM -HHMM\\", e.g., \\"2015-05-24 11:00 AM -0400\\")","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this task (e.g., \\"12345\\")","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Description or notes about the task","visibility":"user-or-llm"}}},"webflow_create_item":{"id":"webflow_create_item","name":"Webflow Create Item","description":"Create a new item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data for the new item as a JSON object. Keys should match collection field names."}},"oauth":{"required":true,"provider":"webflow"}},"webflow_delete_item":{"id":"webflow_delete_item","name":"Webflow Delete Item","description":"Delete an item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to delete (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_get_item":{"id":"webflow_get_item","name":"Webflow Get Item","description":"Get a single item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to retrieve (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_list_items":{"id":"webflow_list_items","name":"Webflow List Items","description":"List all items from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination (e.g., 0, 100, 200)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (e.g., 10, 50, 100; default: 100)"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_update_item":{"id":"webflow_update_item","name":"Webflow Update Item","description":"Update an existing item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to update (e.g., \\"580e64008c9a982ac9b8b754\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data to update as a JSON object. Only include fields you want to change."}},"oauth":{"required":true,"provider":"webflow"}},"webhook_request":{"id":"webhook_request","name":"Webhook Request","description":"Send a webhook request with automatic headers and optional HMAC signing","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook URL to send the request to"},"body":{"type":"object","visibility":"user-or-llm","description":"JSON payload to send"},"secret":{"type":"string","visibility":"user-or-llm","description":"Optional secret for HMAC-SHA256 signature"},"headers":{"type":"object","visibility":"user-or-llm","description":"Additional headers to include"}}},"whatsapp_get_media":{"id":"whatsapp_get_media","name":"WhatsApp Download Media","description":"Download media a customer sent you. Takes the media ID from an incoming WhatsApp message and stores the file in the workflow.","version":"1.0.0","params":{"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Media asset ID from an incoming message, e.g. <whatsapp.messages[0].mediaId>. This is not the message ID (wamid)."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_mark_read":{"id":"whatsapp_mark_read","name":"WhatsApp Mark As Read","description":"Mark a received WhatsApp message as read so the sender sees blue checkmarks, optionally showing a typing indicator.","version":"1.0.0","params":{"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID (wamid) of the incoming message to mark as read"},"showTypingIndicator":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show a typing indicator to the sender while a reply is composed. Dismissed once you respond or after 25 seconds, whichever comes first."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_interactive":{"id":"whatsapp_send_interactive","name":"WhatsApp Send Interactive","description":"Send an interactive WhatsApp message with reply buttons or a selectable list.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"bodyText":{"type":"string","required":true,"visibility":"user-or-llm","description":"Main body text of the interactive message (max 1024 characters with buttons, 4096 with a list)"},"headerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional plain-text header shown above the body (max 60 characters)"},"footerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional footer text shown below the body (max 60 characters)"},"buttons":{"type":"json","required":false,"visibility":"user-or-llm","description":"Reply buttons array (max 3), each item: { \\"type\\": \\"reply\\", \\"reply\\": { \\"id\\": \\"...\\", \\"title\\": \\"...\\" } }. Button title max 20 characters, id max 256. Provide buttons or sections."},"listButtonText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Label for the menu button that opens the list, max 20 characters (required when sending a list)"},"sections":{"type":"json","required":false,"visibility":"user-or-llm","description":"List sections array (max 10 sections, 10 rows total), each item: { \\"title\\": \\"...\\", \\"rows\\": [{ \\"id\\": \\"...\\", \\"title\\": \\"...\\", \\"description\\": \\"...\\" }] }. Section and row titles max 24 characters, row description max 72. Provide sections or buttons."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_media":{"id":"whatsapp_send_media","name":"WhatsApp Send Media","description":"Send an image, document, video, audio, or sticker message. Accepts an uploaded file, a media ID, or a public link.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"mediaType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of media to send: image, document, video, audio, or sticker"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to send. Uploaded to WhatsApp first, then sent. Use Upload Media instead when sending the same file repeatedly."},"mediaId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of media previously uploaded to WhatsApp. Alternative to file or mediaLink."},"mediaLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Public HTTPS URL of the media. Alternative to file or mediaId."},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional caption for image, video, or document media (max 1024 characters). Ignored for audio and sticker."},"filename":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional file name shown to the recipient for document media"},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_message":{"id":"whatsapp_send_message","name":"WhatsApp Send Message","description":"Send a free-form text message through the WhatsApp Cloud API. Only works inside the 24-hour customer service window — use Send Template to start a conversation.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Plain text message content to send (max 4096 characters)"},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"},"previewUrl":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether WhatsApp should try to render a link preview for the first URL in the message"}}},"whatsapp_send_reaction":{"id":"whatsapp_send_reaction","name":"WhatsApp Send Reaction","description":"React to a WhatsApp message with an emoji. Send an empty emoji to remove an existing reaction.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID (wamid) of the message to react to. Not delivered if the message is over 30 days old, deleted, not in this chat thread, or itself a reaction."},"emoji":{"type":"string","required":false,"visibility":"user-or-llm","description":"Emoji to react with. Leave empty to remove an existing reaction."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_template":{"id":"whatsapp_send_template","name":"WhatsApp Send Template","description":"Send a pre-approved WhatsApp template message. 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Uploaded media is retained for 30 days and can back many sends.","version":"1.0.0","params":{"file":{"type":"file","required":true,"visibility":"user-only","description":"File to upload. WhatsApp limits: images 5 MB, video and audio 16 MB, documents 100 MB, stickers 500 KB."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"wikipedia_content":{"id":"wikipedia_content","name":"Wikipedia Page Content","description":"Get the full HTML content of a Wikipedia page.","version":"1.0.0","params":{"pageTitle":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the Wikipedia page to get content for"}}},"wikipedia_random":{"id":"wikipedia_random","name":"Wikipedia Random Page","description":"Get a random Wikipedia page.","version":"1.0.0","params":{}},"wikipedia_search":{"id":"wikipedia_search","name":"Wikipedia Search","description":"Search for Wikipedia pages by title or content.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to find Wikipedia pages"},"searchLimit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results to return (default: 10, max: 50)"}}},"wikipedia_summary":{"id":"wikipedia_summary","name":"Wikipedia Page Summary","description":"Get a summary and metadata for a specific Wikipedia page.","version":"1.0.0","params":{"pageTitle":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the Wikipedia page to get summary for"}}},"windchill_check_in_document":{"id":"windchill_check_in_document","name":"Windchill Check In Document","description":"Check in one document","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"},"checkInNote":{"type":"string","required":false,"visibility":"user-or-llm","description":"Check-in note"},"keepCheckedOut":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Keep the document checked out after checking it in"},"checkOutNote":{"type":"string","required":false,"visibility":"user-or-llm","description":"Checkout note"}}},"windchill_check_in_documents":{"id":"windchill_check_in_documents","name":"Windchill Check In Documents","description":"Check in multiple documents 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note"}}},"windchill_check_out_document":{"id":"windchill_check_out_document","name":"Windchill Check Out Document","description":"Check out one document","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"},"checkOutNote":{"type":"string","required":false,"visibility":"user-or-llm","description":"Checkout note"}}},"windchill_check_out_documents":{"id":"windchill_check_out_documents","name":"Windchill Check Out 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WT.Document","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Document name"},"containerOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Container OID in which to create the document"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional document number when manual numbering is enabled"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Document title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Document description"},"folderOid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional folder OID for the new document"},"attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional installed Windchill document attributes as a JSON object"}}},"windchill_create_documents":{"id":"windchill_create_documents","name":"Windchill Create Documents","description":"Create several documents in one atomic Windchill request","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account 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password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"}}},"windchill_delete_documents":{"id":"windchill_delete_documents","name":"Windchill Delete Documents","description":"Delete multiple documents atomically","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOids":{"type":"array","required":true,"visibility":"user-or-llm","description":"WT.Document OIDs to process atomically"}}},"windchill_download_attachment":{"id":"windchill_download_attachment","name":"Windchill Download Attachment","description":"Download a document attachment into a canonical UserFile","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"},"attachmentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Windchill attachment content OID"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional downloaded file name override"}}},"windchill_download_primary_content":{"id":"windchill_download_primary_content","name":"Windchill Download Primary Content","description":"Download primary content into a canonical UserFile","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional downloaded file name override"}}},"windchill_get_document":{"id":"windchill_get_document","name":"Windchill Get Document","description":"Get a WT.Document by OID","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated normalized document properties to return"}}},"windchill_get_document_structure":{"id":"windchill_get_document_structure","name":"Windchill Get Document Structure","description":"Retrieve recursive document usage links and their parent and child documents","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"},"structureDepth":{"type":"number","required":false,"visibility":"user-or-llm","description":"Document structure expansion depth, from 1 to 3"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Verified @odata.nextLink from a previous structure response"}}},"windchill_get_primary_content":{"id":"windchill_get_primary_content","name":"Windchill Get Primary Content","description":"Get primary-content metadata for a document","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account 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OR:wt.doc.WTDocument:48796581"}}},"windchill_list_attachments":{"id":"windchill_list_attachments","name":"Windchill List Attachments","description":"List attachment metadata for a document","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Windchill service-account password"},"documentOid":{"type":"string","required":true,"visibility":"user-or-llm","description":"WT.Document OID, for example OR:wt.doc.WTDocument:48796581"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Verified @odata.nextLink from a previous attachment 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Defaults to English."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"youtube_video_details":{"id":"youtube_video_details","name":"YouTube Video Details","description":"Get detailed information about a specific YouTube video including statistics, content details, live streaming info, and metadata.","version":"1.2.0","params":{"videoId":{"type":"string","required":true,"visibility":"user-or-llm","description":"YouTube video ID (11-character string, e.g., \\"dQw4w9WgXcQ\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"zendesk_autocomplete_organizations":{"id":"zendesk_autocomplete_organizations","name":"Autocomplete Organizations in Zendesk","description":"Autocomplete organizations in Zendesk by name prefix (for name matching/autocomplete)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name prefix to search for (e.g., \\"Acme\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_create_organization":{"id":"zendesk_create_organization","name":"Create Organization in Zendesk","description":"Create a new organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name (e.g., \\"Acme Corporation\\")"},"domainNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated domain names (e.g., \\"acme.com, acme.org\\")"},"details":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization details text"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization notes text"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"enterprise, priority\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_organizations_bulk":{"id":"zendesk_create_organizations_bulk","name":"Bulk Create Organizations in Zendesk","description":"Create multiple organizations in Zendesk using bulk import","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizations":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of organization objects to create (e.g., [{\\"name\\": \\"Org1\\"}, {\\"name\\": \\"Org2\\"}])"}}},"zendesk_create_ticket":{"id":"zendesk_create_ticket","name":"Create Ticket in Zendesk","description":"Create a new ticket in Zendesk with support for custom fields","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ticket subject (optional - will be auto-generated if not provided)"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket description text (first comment)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type: \\"problem\\", \\"incident\\", \\"question\\", or \\"task\\""},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"billing, urgent\\")"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee user ID as a numeric string (e.g., \\"12345\\")"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID as a numeric string (e.g., \\"67890\\")"},"requesterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requester user ID as a numeric string (e.g., \\"11111\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_tickets_bulk":{"id":"zendesk_create_tickets_bulk","name":"Bulk Create Tickets in Zendesk","description":"Create multiple tickets in Zendesk at once (max 100)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"tickets":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of ticket objects to create (max 100). Each ticket should have subject and comment properties (e.g., [{\\"subject\\": \\"Issue 1\\", \\"comment\\": {\\"body\\": \\"Description\\"}}])"}}},"zendesk_create_user":{"id":"zendesk_create_user","name":"Create User in Zendesk","description":"Create a new user in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"User full name (e.g., \\"John Smith\\")"},"userEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"User email address (e.g., \\"john@example.com\\")"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"User role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"User phone number (e.g., \\"+1-555-123-4567\\")"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID as a numeric string (e.g., \\"12345\\")"},"verified":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to skip email verification, or \\"false\\" otherwise"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"vip, enterprise\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_users_bulk":{"id":"zendesk_create_users_bulk","name":"Bulk Create Users in Zendesk","description":"Create multiple users in Zendesk using bulk 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\\"updated_at\\", \\"id\\", or \\"status\\". Prefix with \\"-\\" for descending (e.g., \\"-updated_at\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_get_user":{"id":"zendesk_get_user","name":"Get Single User from Zendesk","description":"Get a single user by ID from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve as a numeric string (e.g., \\"12345\\")"}}},"zendesk_get_users":{"id":"zendesk_get_users","name":"Get Users from Zendesk","description":"Retrieve a list of users from Zendesk with optional filtering","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain (e.g., \\"mycompany\\" for mycompany.zendesk.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"permissionSet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by permission set ID as a numeric string (e.g., \\"12345\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_merge_tickets":{"id":"zendesk_merge_tickets","name":"Merge Tickets in Zendesk","description":"Merge multiple tickets into a target ticket","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"targetTicketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target ticket ID as a numeric string (tickets will be merged into this one, e.g., \\"12345\\")"},"sourceTicketIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated source 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\\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_update_organization":{"id":"zendesk_update_organization","name":"Update Organization in Zendesk","description":"Update an existing organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID to update as a numeric string (e.g., \\"12345\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization name (e.g., \\"Acme 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With a Zoom server-to-server service account, \\"me\\" is not supported — provide the target user ID or email address."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting type filter: scheduled, live, upcoming, upcoming_meetings, or previous_meetings"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:list_meetings"]}},"zoom_list_past_participants":{"id":"zoom_list_past_participants","name":"Zoom List Past Participants","description":"List participants from a past Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The past meeting ID or UUID (e.g., \\"1234567890\\" or \\"4444AAABBBccccc12345==\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:list_past_participants"]}},"zoom_list_recordings":{"id":"zoom_list_recordings","name":"Zoom List Recordings","description":"List all cloud recordings for a Zoom user","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID or email address (e.g., \\"me\\", \\"user@example.com\\", or \\"AbcDefGHi\\"). Use \\"me\\" for the authenticated user with OAuth credentials. With a Zoom server-to-server service account, \\"me\\" is not supported — provide the target user ID or email address."},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date in yyyy-mm-dd format (within last 6 months)"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date in yyyy-mm-dd format"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"},"trash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to list recordings from trash"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["cloud_recording:read:list_user_recordings"]}},"zoom_update_meeting":{"id":"zoom_update_meeting","name":"Zoom Update Meeting","description":"Update an existing Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID to update (e.g., \\"1234567890\\" or \\"85746065432\\")"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting topic (e.g., \\"Weekly Team Standup\\" or \\"Project Review\\")"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"startTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting start time in ISO 8601 format (e.g., 2025-06-03T10:00:00Z)"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting duration in minutes (e.g., 30, 60, 90)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the meeting (e.g., America/Los_Angeles)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting password"},"agenda":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting agenda or description text"},"hostVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with host video on"},"participantVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with participant video on"},"joinBeforeHost":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Allow participants to join before host"},"muteUponEntry":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mute participants upon entry"},"waitingRoom":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable waiting room"},"autoRecording":{"type":"string","required":false,"visibility":"user-or-llm","description":"Auto recording setting: local, cloud, or none"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:update:meeting"]}},"zoominfo_enrich_companies":{"id":"zoominfo_enrich_companies","name":"ZoomInfo Enrich Companies","description":"Enrich up to 25 companies in one request with detailed firmographics, industry, financials, and more.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"matchCompanyInput":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array (1-25 items) of company matching criteria, e.g. [{\\"companyName\\":\\"Acme\\",\\"companyWebsite\\":\\"acme.com\\"}]"},"outputFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields to return (e.g. [\\"id\\",\\"name\\",\\"website\\",\\"revenue\\",\\"employeeCount\\"]). Defaults to a standard firmographic set if omitted."}}},"zoominfo_enrich_contacts":{"id":"zoominfo_enrich_contacts","name":"ZoomInfo Enrich Contacts","description":"Enrich up to 25 contacts in one request with verified emails, phone numbers, job details, and more.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"matchPersonInput":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array (1-25 items) of contact matching criteria, e.g. [{\\"firstName\\":\\"Jane\\",\\"lastName\\":\\"Doe\\",\\"companyName\\":\\"Acme\\"}]"},"outputFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields to return (e.g. [\\"id\\",\\"firstName\\",\\"email\\",\\"phone\\",\\"jobTitle\\"]). Defaults to a standard contact set if omitted."},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields that must exist in results (e.g. [\\"email\\"])"}}},"zoominfo_search_companies":{"id":"zoominfo_search_companies","name":"ZoomInfo Search Companies","description":"Search the ZoomInfo company database by name, industry, location, and size.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to search for"},"companyWebsite":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (comma-separated for multiple)"},"companyTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stock ticker symbols — JSON array, comma-separated list, or single ticker. Sent to the API as an array."},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country name"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province"},"metroRegion":{"type":"string","required":false,"visibility":"user-or-llm","description":"US/Canada metro region"},"revenueMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum annual revenue in thousands USD"},"revenueMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum annual revenue in thousands USD"},"employeeRangeMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum employee count"},"employeeRangeMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum employee count"},"excludeDefunctCompanies":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude inactive companies"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}}},"zoominfo_search_contacts":{"id":"zoominfo_search_contacts","name":"ZoomInfo Search Contacts","description":"Search ZoomInfo for contacts (people) by name, job title, company, and other filters. Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}}},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}}},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}}}}'
 )
 
 export default toolMetadata
diff --git a/apps/sim/tools/generated/tool-outputs.ts b/apps/sim/tools/generated/tool-outputs.ts
index 7c7366bbefa..5b1f4cf5687 100644
--- a/apps/sim/tools/generated/tool-outputs.ts
+++ b/apps/sim/tools/generated/tool-outputs.ts
@@ -3,7 +3,7 @@
 
 /** Declared output shapes for every built-in tool, keyed by tool id. */
 const toolOutputs: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"taskId":{"type":"string","description":"Task identifier"},"state":{"type":"string","description":"Task lifecycle state after cancellation"},"canceled":{"type":"boolean","description":"Whether the task was canceled"}},"a2a_get_agent_card":{"name":{"type":"string","description":"Agent display name"},"description":{"type":"string","description":"Agent description"},"url":{"type":"string","description":"Agent endpoint URL"},"version":{"type":"string","description":"The agent\'s own version"},"protocolVersion":{"type":"string","description":"A2A protocol version the agent exposes"},"capabilities":{"type":"json","description":"Agent capability flags","properties":{"streaming":{"type":"boolean","description":"Supports streaming responses"},"pushNotifications":{"type":"boolean","description":"Supports push notifications"},"extendedAgentCard":{"type":"boolean","description":"Provides an extended agent card"}}},"skills":{"type":"array","description":"Skills the agent can perform","items":{"type":"object","properties":{"id":{"type":"string","description":"Skill identifier"},"name":{"type":"string","description":"Skill name"},"description":{"type":"string","description":"Skill description"}}}},"defaultInputModes":{"type":"array","description":"Default accepted input media types","items":{"type":"string"}},"defaultOutputModes":{"type":"array","description":"Default produced output media types","items":{"type":"string"}}},"a2a_get_task":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"a2a_send_message":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"agentmail_create_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_create_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_delete_draft":{"deleted":{"type":"boolean","description":"Whether the draft was successfully deleted"}},"agentmail_delete_inbox":{"deleted":{"type":"boolean","description":"Whether the inbox was successfully deleted"}},"agentmail_delete_thread":{"deleted":{"type":"boolean","description":"Whether the thread was successfully deleted"}},"agentmail_forward_message":{"messageId":{"type":"string","description":"ID of the forwarded message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_get_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_get_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_get_message":{"messageId":{"type":"string","description":"Unique identifier for the message"},"threadId":{"type":"string","description":"ID of the thread this message belongs to"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"labels":{"type":"array","description":"Labels assigned to the message"},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}},"agentmail_get_thread":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"subject":{"type":"string","description":"Thread subject","optional":true},"senders":{"type":"array","description":"List of sender email addresses"},"recipients":{"type":"array","description":"List of recipient email addresses"},"messageCount":{"type":"number","description":"Number of messages in the thread"},"labels":{"type":"array","description":"Labels assigned to the thread"},"lastMessageAt":{"type":"string","description":"Timestamp of last message","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"},"messages":{"type":"array","description":"Messages in the thread","items":{"type":"object","properties":{"messageId":{"type":"string","description":"Unique identifier for the message"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"labels":{"type":"array","description":"Labels assigned to the message"},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}}}}},"agentmail_list_drafts":{"drafts":{"type":"array","description":"List of drafts","items":{"type":"object","properties":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"preview":{"type":"string","description":"Draft preview text","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of drafts"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_inboxes":{"inboxes":{"type":"array","description":"List of inboxes","items":{"type":"object","properties":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of inboxes"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_messages":{"messages":{"type":"array","description":"List of messages in the inbox","items":{"type":"object","properties":{"messageId":{"type":"string","description":"Unique identifier for the message"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"preview":{"type":"string","description":"Message preview text","optional":true},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}}}},"count":{"type":"number","description":"Total number of messages"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_threads":{"threads":{"type":"array","description":"List of email threads","items":{"type":"object","properties":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"subject":{"type":"string","description":"Thread subject","optional":true},"senders":{"type":"array","description":"List of sender email addresses"},"recipients":{"type":"array","description":"List of recipient email addresses"},"messageCount":{"type":"number","description":"Number of messages in the thread"},"lastMessageAt":{"type":"string","description":"Timestamp of last message","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of threads"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_reply_message":{"messageId":{"type":"string","description":"ID of the sent reply message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_send_draft":{"messageId":{"type":"string","description":"ID of the sent message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_send_message":{"threadId":{"type":"string","description":"ID of the created thread"},"messageId":{"type":"string","description":"ID of the sent message"},"subject":{"type":"string","description":"Email subject line"},"to":{"type":"string","description":"Recipient email address"}},"agentmail_update_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_update_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_update_message":{"messageId":{"type":"string","description":"Unique identifier for the message"},"labels":{"type":"array","description":"Current labels on the message"}},"agentmail_update_thread":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"labels":{"type":"array","description":"Current labels on the thread"}},"agentphone_create_call":{"id":{"type":"string","description":"Unique call identifier"},"agentId":{"type":"string","description":"Agent handling the call","optional":true},"status":{"type":"string","description":"Initial call status","optional":true},"toNumber":{"type":"string","description":"Destination phone number","optional":true},"fromNumber":{"type":"string","description":"Caller ID used for the call","optional":true},"phoneNumberId":{"type":"string","description":"ID of the phone number used as caller ID","optional":true},"direction":{"type":"string","description":"Call direction (outbound)","optional":true},"startedAt":{"type":"string","description":"ISO 8601 timestamp","optional":true}},"agentphone_create_contact":{"id":{"type":"string","description":"Contact ID"},"phoneNumber":{"type":"string","description":"Phone number in E.164 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(0-100)"}}},"labelDetection":{"type":"object","description":"The printed label detected next to the value, if any","optional":true,"properties":{"text":{"type":"string","description":"Label text"},"confidence":{"type":"number","description":"Confidence score (0-100)"}}},"pageNumber":{"type":"number","description":"Page number the field was found on","optional":true},"currency":{"type":"object","description":"Currency of a monetary value, if detected","optional":true,"properties":{"code":{"type":"string","description":"ISO currency code (e.g., USD)"},"confidence":{"type":"number","description":"Confidence score (0-100)"}}},"groupProperties":{"type":"array","description":"Grouping metadata (e.g., distinguishes vendor vs. recipient address lines)","optional":true,"items":{"type":"object","properties":{"id":{"type":"string","description":"Group identifier"},"types":{"type":"array","description":"Group type 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tags","items":{"type":"string"}}}}}}}}}}}}}}}}},"documentMetadata":{"type":"object","description":"Metadata about the analyzed document","properties":{"pages":{"type":"number","description":"Number of pages in the document"}}},"modelVersion":{"type":"string","description":"Version of the AnalyzeExpense model used (multi-page/async only)","optional":true}},"textract_analyze_id":{"identityDocuments":{"type":"array","description":"Detected identity documents with normalized fields","items":{"type":"object","properties":{"documentIndex":{"type":"number","description":"Index of the document page set"},"identityDocumentFields":{"type":"array","description":"Normalized fields such as FIRST_NAME, LAST_NAME, DATE_OF_BIRTH, DOCUMENT_NUMBER, EXPIRATION_DATE","items":{"type":"object","properties":{"type":{"type":"object","description":"Normalized field label","properties":{"text":{"type":"string","description":"Field label text"},"confidence":{"type":"number","description":"Confidence score (0-100)"}}},"valueDetection":{"type":"object","description":"Detected value for the field, with a normalized value for dates","properties":{"text":{"type":"string","description":"Field value text"},"confidence":{"type":"number","description":"Confidence score (0-100)"}}}}}}}}},"documentMetadata":{"type":"object","description":"Metadata about the analyzed document","properties":{"pages":{"type":"number","description":"Number of pages analyzed"}}},"modelVersion":{"type":"string","description":"Version of the AnalyzeID model used for processing","optional":true}},"textract_parser":{"blocks":{"type":"array","description":"Array of Block objects containing detected text, tables, forms, and other elements","items":{"type":"object","properties":{"BlockType":{"type":"string","description":"Type of block (PAGE, LINE, WORD, TABLE, CELL, KEY_VALUE_SET, etc.)"},"Id":{"type":"string","description":"Unique identifier for the block"},"Text":{"type":"string","description":"The text content (for LINE 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Its shape follows whatever settings object was edited, so it is dynamic","nullable":true},"settingsSchemaId":{"type":"string","description":"Settings schema ID (dt.settings.schema_id)","nullable":true},"settingsScopeId":{"type":"string","description":"Settings scope ID (dt.settings.scope_id)","nullable":true},"settingsKey":{"type":"string","description":"Settings key (dt.settings.key)","nullable":true},"settingsObjectId":{"type":"string","description":"Settings object ID (dt.settings.object_id)","nullable":true},"settingsObjectSummary":{"type":"string","description":"Settings object summary (dt.settings.object_summary)","nullable":true},"settingsScopeName":{"type":"string","description":"Settings scope name (dt.settings.scope_name)","nullable":true}}}},"totalCount":{"type":"number","description":"Total number of matching entries","nullable":true},"pageSize":{"type":"number","description":"Number of entries in this page","nullable":true},"nextPageKey":{"type":"string","description":"Cursor for the next page. 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P-2401234)"},"title":{"type":"string","description":"Problem title"},"status":{"type":"string","description":"Problem status: OPEN or CLOSED"},"severityLevel":{"type":"string","description":"AVAILABILITY, CUSTOM_ALERT, ERROR, INFO, MONITORING_UNAVAILABLE, PERFORMANCE, or RESOURCE_CONTENTION"},"impactLevel":{"type":"string","description":"APPLICATION, ENVIRONMENT, INFRASTRUCTURE, or SERVICES"},"startTime":{"type":"number","description":"Problem start in UTC milliseconds"},"endTime":{"type":"number","description":"Problem end in UTC milliseconds, or -1 while the problem is open"},"rootCauseEntity":{"type":"object","description":"Entity Dynatrace determined to be the root cause","nullable":true,"properties":{"id":{"type":"string","description":"Entity ID","nullable":true},"type":{"type":"string","description":"Entity type","nullable":true},"name":{"type":"string","description":"Entity display name","nullable":true}}},"affectedEntities":{"type":"array","description":"Entities affected by 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Only present when requested via Fields","nullable":true,"properties":{"impacts":{"type":"array","description":"One entry per impacted application, service, or mobile app","items":{"type":"object","properties":{"impactType":{"type":"string","description":"APPLICATION, CUSTOM_APPLICATION, MOBILE, or SERVICE"},"impactedEntity":{"type":"json","description":"The impacted entity","properties":{"entityId":{"type":"json","description":"Identifier of the entity","properties":{"id":{"type":"string","description":"Entity ID"},"type":{"type":"string","description":"Entity type"}}},"name":{"type":"string","description":"Entity display name"}}},"estimatedAffectedUsers":{"type":"number","description":"Users Davis estimates were affected"}}}}}},"recentComments":{"type":"json","description":"Most recent comments. Only present when requested via Fields","nullable":true,"properties":{"totalCount":{"type":"number","description":"Total comments on the problem"},"pageSize":{"type":"number","description":"Comments in this page"},"nextPageKey":{"type":"string","description":"Cursor for the next page","nullable":true},"comments":{"type":"array","description":"The comments themselves","items":{"type":"object","properties":{"id":{"type":"string","description":"Comment ID"},"authorName":{"type":"string","description":"Author of the comment"},"content":{"type":"string","description":"Comment text"},"context":{"type":"string","description":"Context of the comment","nullable":true},"createdAtTimestamp":{"type":"number","description":"Created in UTC milliseconds"}}}}}}}}},"dynatrace_get_problem_comment":{"comment":{"type":"object","description":"The requested comment","properties":{"id":{"type":"string","description":"Comment ID"},"authorName":{"type":"string","description":"Name of the comment author"},"content":{"type":"string","description":"Comment text"},"context":{"type":"string","description":"Context of the comment","nullable":true},"createdAtTimestamp":{"type":"number","description":"Creation timestamp in UTC milliseconds"}}}},"dynatrace_get_security_problem":{"securityProblem":{"type":"object","description":"The requested security problem","properties":{"securityProblemId":{"type":"string","description":"Security problem ID"},"displayId":{"type":"string","description":"Human-readable security problem ID"},"status":{"type":"string","description":"Status: OPEN or RESOLVED"},"muted":{"type":"boolean","description":"Whether the security problem is muted"},"title":{"type":"string","description":"Security problem title"},"technology":{"type":"string","description":"DOTNET, GO, JAVA, KUBERNETES, NODE_JS, PHP, or PYTHON"},"vulnerabilityType":{"type":"string","description":"CODE_LEVEL, RUNTIME, or THIRD_PARTY"},"packageName":{"type":"string","description":"Affected package name","nullable":true},"externalVulnerabilityId":{"type":"string","description":"External vulnerability ID","nullable":true},"cveIds":{"type":"array","description":"Related CVE IDs","items":{"type":"string"}},"url":{"type":"string","description":"Link to the security problem in Dynatrace","nullable":true},"firstSeenTimestamp":{"type":"number","description":"First seen in UTC milliseconds"},"lastUpdatedTimestamp":{"type":"number","description":"Last update in UTC milliseconds"},"lastOpenedTimestamp":{"type":"number","description":"Last opened in UTC milliseconds","nullable":true},"lastResolvedTimestamp":{"type":"number","description":"Last resolved in UTC milliseconds","nullable":true},"riskAssessment":{"type":"json","description":"Davis risk assessment. Only present when requested via Fields","nullable":true,"properties":{"riskLevel":{"type":"string","description":"CRITICAL, HIGH, MEDIUM, LOW, or NONE"},"riskScore":{"type":"number","description":"Davis risk score"},"riskVector":{"type":"string","description":"Risk vector string"},"baseRiskLevel":{"type":"string","description":"CVSS base risk level"},"baseRiskScore":{"type":"number","description":"CVSS base score"},"baseRiskVector":{"type":"string","description":"CVSS base vector"},"exposure":{"type":"string","description":"PUBLIC_NETWORK, NOT_DETECTED, or NOT_AVAILABLE"},"dataAssets":{"type":"string","description":"REACHABLE, NOT_DETECTED, or NOT_AVAILABLE"},"publicExploit":{"type":"string","description":"AVAILABLE or NOT_AVAILABLE"},"vulnerableFunctionUsage":{"type":"string","description":"IN_USE, NOT_IN_USE, or NOT_AVAILABLE"},"assessmentAccuracy":{"type":"string","description":"FULL, REDUCED, or NOT_AVAILABLE"},"assessmentAccuracyDetails":{"type":"json","description":"Why the assessment accuracy is reduced, as a reducedReasons array"}}},"managementZones":{"type":"array","description":"Management zones. Only present when requested via Fields","items":{"type":"object","properties":{"id":{"type":"string","description":"Management zone ID"},"name":{"type":"string","description":"Management zone name"}}}},"globalCounts":{"type":"json","description":"Global affected-entity counts. Only present when requested via Fields","nullable":true,"properties":{"affectedNodes":{"type":"number","description":"Affected nodes"},"affectedProcessGroups":{"type":"number","description":"Affected process groups"},"affectedProcessGroupInstances":{"type":"number","description":"Affected process group instances"},"exposedProcessGroups":{"type":"number","description":"Publicly exposed process groups"},"reachableDataAssets":{"type":"number","description":"Reachable data assets"},"relatedApplications":{"type":"number","description":"Related applications"},"relatedAttacks":{"type":"number","description":"Related attacks"},"relatedHosts":{"type":"number","description":"Related hosts"},"relatedKubernetesClusters":{"type":"number","description":"Related Kubernetes clusters"},"relatedKubernetesWorkloads":{"type":"number","description":"Related Kubernetes workloads"},"relatedServices":{"type":"number","description":"Related services"},"vulnerableComponents":{"type":"number","description":"Vulnerable components"}}},"codeLevelVulnerabilityDetails":{"type":"json","description":"Code-level vulnerability details. Only present when requested via Fields","nullable":true,"properties":{"type":{"type":"string","description":"CMD_INJECTION, IMPROPER_INPUT_VALIDATION, SQL_INJECTION, or SSRF"},"vulnerabilityLocation":{"type":"string","description":"Where the vulnerability sits"},"shortVulnerabilityLocation":{"type":"string","description":"Shortened location"},"vulnerableFunction":{"type":"string","description":"The vulnerable function"},"processGroupIds":{"type":"array","description":"Process groups carrying the vulnerability","items":{"type":"string"}},"processGroups":{"type":"array","description":"Process group names","items":{"type":"string"}},"vulnerableFunctionInput":{"type":"json","description":"What reached the vulnerable function, as a type plus tainted input segments"}}},"description":{"type":"string","description":"Vulnerability description","nullable":true},"remediationDescription":{"type":"string","description":"How to remediate the vulnerability","nullable":true},"muteStateChangeInProgress":{"type":"boolean","description":"Whether a mute state change is in progress","nullable":true},"affectedEntities":{"type":"array","description":"IDs of affected process group instances","items":{"type":"string"}},"exposedEntities":{"type":"array","description":"IDs of publicly exposed entities","items":{"type":"string"}},"reachableDataAssets":{"type":"array","description":"IDs of entities with reachable data assets","items":{"type":"string"}},"vulnerableComponents":{"type":"array","description":"Vulnerable components","items":{"type":"object","properties":{"id":{"type":"string","description":"Component ID"},"displayName":{"type":"string","description":"Component display name"},"shortName":{"type":"string","description":"Short component name"},"fileName":{"type":"string","description":"File the component ships as"},"numberOfAffectedEntities":{"type":"number","description":"Entities affected by it"},"affectedEntities":{"type":"array","description":"IDs of the affected entities","items":{"type":"string"}}}}},"filteredCounts":{"type":"json","description":"Counts within the management zone filter. The API reference names this FilteredCountsDto without expanding it, so the fields are not enumerated here","nullable":true},"events":{"type":"json","description":"Lifecycle events of the security problem. The reference names SecurityProblemEvent without expanding it"},"entryPoints":{"type":"json","description":"Entry points into the vulnerability. The reference names EntryPoints without expanding it","nullable":true},"relatedEntities":{"type":"json","description":"Related entities. The reference names RelatedEntitiesList without expanding it","nullable":true},"relatedAttacks":{"type":"json","description":"Related attacks. The reference names RelatedAttacksList without expanding it","nullable":true},"relatedContainerImages":{"type":"json","description":"Related container images. 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results"}}}},"zoom_list_recordings":{"recordings":{"type":"array","description":"List of recordings","items":{"type":"object","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"from":{"type":"string","description":"Start date of query range"},"to":{"type":"string","description":"End date of query range"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_update_meeting":{"success":{"type":"boolean","description":"Whether the meeting was updated successfully"}},"zoominfo_enrich_companies":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_enrich_contacts":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_search_companies":{"companies":{"type":"array","description":"Matching companies","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_contacts":{"contacts":{"type":"array","description":"Matching contacts (without emails or phone numbers)","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_intent":{"signals":{"type":"array","description":"Intent signals with topic, score, audience strength, and company","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_news":{"articles":{"type":"array","description":"News articles matching the filters","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}}}'
 )
 
 export default toolOutputs
diff --git a/apps/sim/tools/google_forms/types.ts b/apps/sim/tools/google_forms/types.ts
index 9a191d3f549..2d143adc937 100644
--- a/apps/sim/tools/google_forms/types.ts
+++ b/apps/sim/tools/google_forms/types.ts
@@ -1,8 +1,6 @@
 import type { ToolResponse } from '@/tools/types'
 
-// ============================================
 // Common Types
-// ============================================
 
 export interface GoogleFormsResponse {
   responseId?: string
@@ -83,9 +81,7 @@ export interface GoogleFormsWatch {
   errorType?: string
 }
 
-// ============================================
 // Get Responses Params
-// ============================================
 
 export interface GoogleFormsGetResponsesParams {
   accessToken: string
@@ -96,9 +92,7 @@ export interface GoogleFormsGetResponsesParams {
   filter?: string
 }
 
-// ============================================
 // Get Form Params & Response
-// ============================================
 
 export interface GoogleFormsGetFormParams {
   accessToken: string
@@ -120,9 +114,7 @@ export interface GoogleFormsGetFormResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // Create Form Params & Response
-// ============================================
 
 export interface GoogleFormsCreateFormParams {
   accessToken: string
@@ -141,9 +133,7 @@ export interface GoogleFormsCreateFormResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // Batch Update Params & Response
-// ============================================
 
 interface GoogleFormsBatchUpdateRequest {
   updateFormInfo?: {
@@ -190,9 +180,7 @@ export interface GoogleFormsBatchUpdateResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // Set Publish Settings Params & Response
-// ============================================
 
 export interface GoogleFormsSetPublishSettingsParams {
   accessToken: string
@@ -208,9 +196,7 @@ export interface GoogleFormsSetPublishSettingsResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // Watch Params & Responses
-// ============================================
 
 export interface GoogleFormsCreateWatchParams {
   accessToken: string
diff --git a/apps/sim/tools/google_maps/types.ts b/apps/sim/tools/google_maps/types.ts
index 03d3bf3d226..b43bb6ceaff 100644
--- a/apps/sim/tools/google_maps/types.ts
+++ b/apps/sim/tools/google_maps/types.ts
@@ -94,7 +94,6 @@ interface Pollutant {
 }
 
 // Geocode
-// ============================================================================
 
 export interface GoogleMapsGeocodeParams {
   apiKey: string
@@ -115,9 +114,7 @@ export interface GoogleMapsGeocodeResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Reverse Geocode
-// ============================================================================
 
 export interface GoogleMapsReverseGeocodeParams {
   apiKey: string
@@ -135,9 +132,7 @@ export interface GoogleMapsReverseGeocodeResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Directions
-// ============================================================================
 
 interface DirectionsStep {
   instruction: string
@@ -196,9 +191,7 @@ export interface GoogleMapsDirectionsResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Distance Matrix
-// ============================================================================
 
 interface DistanceMatrixElement {
   distanceText: string
@@ -232,9 +225,7 @@ export interface GoogleMapsDistanceMatrixResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Places Search
-// ============================================================================
 
 interface PlaceResult {
   placeId: string
@@ -269,9 +260,7 @@ export interface GoogleMapsPlacesSearchResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Places Nearby Search
-// ============================================================================
 
 interface NearbyPlaceResult {
   placeId: string
@@ -305,9 +294,7 @@ export interface GoogleMapsPlacesNearbyResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Place Details
-// ============================================================================
 
 interface PlaceReview {
   authorName: string
@@ -358,9 +345,7 @@ export interface GoogleMapsPlaceDetailsResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Elevation
-// ============================================================================
 
 export interface GoogleMapsElevationParams {
   apiKey: string
@@ -377,9 +362,7 @@ export interface GoogleMapsElevationResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Timezone
-// ============================================================================
 
 export interface GoogleMapsTimezoneParams {
   apiKey: string
@@ -400,9 +383,7 @@ export interface GoogleMapsTimezoneResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Snap to Roads
-// ============================================================================
 
 export interface GoogleMapsSnapToRoadsParams {
   apiKey: string
@@ -417,9 +398,7 @@ export interface GoogleMapsSnapToRoadsResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Speed Limits
-// ============================================================================
 
 export interface GoogleMapsSpeedLimitsParams {
   apiKey: string
@@ -435,9 +414,7 @@ export interface GoogleMapsSpeedLimitsResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Validate Address
-// ============================================================================
 
 export interface GoogleMapsValidateAddressParams {
   apiKey: string
@@ -466,9 +443,7 @@ export interface GoogleMapsValidateAddressResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Geolocate
-// ============================================================================
 
 export interface GoogleMapsGeolocateParams {
   apiKey: string
@@ -489,9 +464,7 @@ export interface GoogleMapsGeolocateResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Air Quality
-// ============================================================================
 
 export interface GoogleMapsAirQualityParams {
   apiKey: string
@@ -518,9 +491,7 @@ export interface GoogleMapsAirQualityResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Pollen
-// ============================================================================
 
 /**
  * Calendar date returned by the Pollen and Solar APIs
@@ -600,9 +571,7 @@ export interface GoogleMapsPollenResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Solar
-// ============================================================================
 
 interface SolarPanelConfig {
   panelsCount: number
diff --git a/apps/sim/tools/icypeas/types.ts b/apps/sim/tools/icypeas/types.ts
index 44f0fafe628..6c89d43daf6 100644
--- a/apps/sim/tools/icypeas/types.ts
+++ b/apps/sim/tools/icypeas/types.ts
@@ -5,9 +5,7 @@ export interface IcypeasBaseParams {
   apiKey: string
 }
 
-// ---------------------------------------------------------------------------
 // Email Finder (single email discovery)
-// ---------------------------------------------------------------------------
 
 export interface IcypeasFindEmailParams extends IcypeasBaseParams {
   firstname?: string
@@ -30,9 +28,7 @@ export interface IcypeasFindEmailResponse extends ToolResponse {
   output: IcypeasFindEmailOutput
 }
 
-// ---------------------------------------------------------------------------
 // Email Verification
-// ---------------------------------------------------------------------------
 
 export interface IcypeasVerifyEmailParams extends IcypeasBaseParams {
   email: string
@@ -53,15 +49,11 @@ export interface IcypeasVerifyEmailResponse extends ToolResponse {
   output: IcypeasVerifyEmailOutput
 }
 
-// ---------------------------------------------------------------------------
 // Union response type used by the block
-// ---------------------------------------------------------------------------
 
 export type IcypeasResponse = IcypeasFindEmailResponse | IcypeasVerifyEmailResponse
 
-// ---------------------------------------------------------------------------
 // Shared output property constants
-// ---------------------------------------------------------------------------
 
 export const ICYPEAS_SEARCH_ID_OUTPUT: OutputProperty = {
   type: 'string',
diff --git a/apps/sim/tools/index.test.ts b/apps/sim/tools/index.test.ts
index 996770c5d4d..e6b4e1a82b2 100644
--- a/apps/sim/tools/index.test.ts
+++ b/apps/sim/tools/index.test.ts
@@ -25,6 +25,7 @@ import {
   setEnvFlags,
 } from '@sim/testing'
 import { sleep } from '@sim/utils/helpers'
+import { DrizzleQueryError } from 'drizzle-orm/errors'
 import { afterAll, afterEach, beforeAll, beforeEach, describe, expect, it, vi } from 'vitest'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { projectToolResultForCopilot } from '@/lib/copilot/request/tools/resolved-secret-result'
@@ -54,6 +55,7 @@ const {
   mockGenerateInternalDelegationToken,
   mockGenerateInternalToken,
   mockResolveWorkspaceFileReference,
+  mockAssertPermissionsAllowed,
 } = vi.hoisted(() => ({
   mockGetBYOKKey: vi.fn(),
   mockGetToolAsync: vi.fn(),
@@ -71,6 +73,7 @@ const {
   mockGenerateInternalDelegationToken: vi.fn(),
   mockGenerateInternalToken: vi.fn(),
   mockResolveWorkspaceFileReference: vi.fn(),
+  mockAssertPermissionsAllowed: vi.fn(),
 }))
 
 const mockSecureFetchWithPinnedIP = inputValidationMockFns.mockSecureFetchWithPinnedIP
@@ -94,7 +97,7 @@ vi.mock('@/lib/core/security/encryption', () => ({
 }))
 
 vi.mock('@/ee/access-control/utils/permission-check', () => ({
-  assertPermissionsAllowed: vi.fn().mockResolvedValue(undefined),
+  assertPermissionsAllowed: mockAssertPermissionsAllowed,
   validateBlockType: vi.fn().mockResolvedValue(undefined),
   validateMcpToolsAllowed: vi.fn().mockResolvedValue(undefined),
   validateCustomToolsAllowed: vi.fn().mockResolvedValue(undefined),
@@ -460,6 +463,7 @@ vi.spyOn(getQueryClientModule, 'getQueryClient').mockImplementation(createMockQu
 
 beforeEach(() => {
   vi.spyOn(getQueryClientModule, 'getQueryClient').mockImplementation(createMockQueryClient)
+  mockAssertPermissionsAllowed.mockResolvedValue(undefined)
   mockGenerateInternalDelegationToken.mockResolvedValue('executor-token')
   mockRunWorkflowTool.mockResolvedValue({ success: true, output: {} })
   // Suites below call vi.resetAllMocks(), which wipes the shared env/urls mock
@@ -692,6 +696,138 @@ describe('executeTool Function', () => {
     tools.function_execute = originalFunctionTool
   })
 
+  it('retries transient database failures during permission preflight', async () => {
+    const driverError = Object.assign(new Error('read ECONNRESET'), {
+      code: 'ECONNRESET',
+      errno: 'ECONNRESET',
+      syscall: 'read',
+    })
+    const databaseError = new DrizzleQueryError(
+      'select "id" from "workspace" where "workspace"."id" = $1 limit $2',
+      ['workspace-secret-id', 1],
+      driverError
+    )
+    mockAssertPermissionsAllowed.mockRejectedValueOnce(databaseError)
+    mockToolsLogger.warn.mockClear()
+
+    const result = await executeTool(
+      'function_execute',
+      { code: 'return 1' },
+      { executionContext: createToolExecutionContext({ userId: 'user-123' }) }
+    )
+
+    expect(result.success).toBe(true)
+    expect(mockAssertPermissionsAllowed).toHaveBeenCalledTimes(2)
+    expect(global.fetch).toHaveBeenCalledTimes(1)
+    expect(mockToolsLogger.warn).toHaveBeenCalledWith(
+      expect.stringContaining('Retrying tool permission preflight after database error'),
+      expect.objectContaining({
+        attempt: 1,
+        maxAttempts: 3,
+        cause: expect.objectContaining({ code: 'ECONNRESET' }),
+      })
+    )
+  })
+
+  it('logs exhausted database retries without exposing query details to the caller', async () => {
+    const driverError = Object.assign(new Error('read ECONNRESET'), {
+      code: 'ECONNRESET',
+      errno: 'ECONNRESET',
+      syscall: 'read',
+    })
+    const databaseError = new DrizzleQueryError(
+      'select "id" from "workspace" where "workspace"."id" = $1 limit $2',
+      ['workspace-secret-id', 1],
+      driverError
+    )
+    mockAssertPermissionsAllowed.mockRejectedValue(databaseError)
+    mockToolsLogger.error.mockClear()
+
+    const result = await executeTool(
+      'http_request',
+      { url: 'https://example.com' },
+      { executionContext: createToolExecutionContext({ userId: 'user-123' }) }
+    )
+
+    expect(result.success).toBe(false)
+    expect(result.error).toBe(
+      'An internal error occurred while executing the tool. Please try again.'
+    )
+    expect(JSON.stringify(result)).not.toContain('Failed query')
+    expect(JSON.stringify(result)).not.toContain('workspace-secret-id')
+    expect(mockAssertPermissionsAllowed).toHaveBeenCalledTimes(3)
+    expect(global.fetch).not.toHaveBeenCalled()
+
+    const loggedError = mockToolsLogger.error.mock.calls.at(-1)?.[1]
+    expect(loggedError).toEqual(
+      expect.objectContaining({
+        cause: expect.objectContaining({
+          name: 'Error',
+          message: 'read ECONNRESET',
+          code: 'ECONNRESET',
+          errno: 'ECONNRESET',
+          syscall: 'read',
+          causeChain: expect.arrayContaining([
+            expect.stringContaining('params: [redacted]'),
+            'Error: read ECONNRESET',
+          ]),
+        }),
+      })
+    )
+    expect(loggedError).not.toHaveProperty('stack')
+    expect(JSON.stringify(loggedError)).not.toContain('workspace-secret-id')
+  })
+
+  it('does not retry non-transient database failures during permission preflight', async () => {
+    const databaseError = new DrizzleQueryError(
+      'select "missing_column" from "workspace"',
+      [],
+      Object.assign(new Error('column does not exist'), { code: '42703' })
+    )
+    mockAssertPermissionsAllowed.mockRejectedValue(databaseError)
+
+    const result = await executeTool(
+      'function_execute',
+      { code: 'return 1' },
+      { executionContext: createToolExecutionContext({ userId: 'user-123' }) }
+    )
+
+    expect(result.success).toBe(false)
+    expect(result.error).toBe(
+      'An internal error occurred while executing the tool. Please try again.'
+    )
+    expect(mockAssertPermissionsAllowed).toHaveBeenCalledTimes(1)
+    expect(global.fetch).not.toHaveBeenCalled()
+  })
+
+  it('surfaces cancellation instead of a concurrent permission database failure', async () => {
+    const controller = new AbortController()
+    const abortReason = new Error('Execution cancelled')
+    const databaseError = new DrizzleQueryError(
+      'select "id" from "workspace" where "workspace"."id" = $1',
+      ['workspace-secret-id'],
+      Object.assign(new Error('read ECONNRESET'), { code: 'ECONNRESET' })
+    )
+    mockAssertPermissionsAllowed.mockImplementationOnce(async () => {
+      controller.abort(abortReason)
+      throw databaseError
+    })
+
+    const result = await executeTool(
+      'function_execute',
+      { code: 'return 1' },
+      {
+        executionContext: createToolExecutionContext({ userId: 'user-123' }),
+        signal: controller.signal,
+      }
+    )
+
+    expect(result.success).toBe(false)
+    expect(result.error).toBe('Execution cancelled')
+    expect(mockAssertPermissionsAllowed).toHaveBeenCalledTimes(1)
+    expect(global.fetch).not.toHaveBeenCalled()
+  })
+
   it('should call internal routes directly', async () => {
     const originalFunctionTool = { ...tools.function_execute }
     tools.function_execute = {
diff --git a/apps/sim/tools/index.ts b/apps/sim/tools/index.ts
index b32c17f98fe..575b6da5c35 100644
--- a/apps/sim/tools/index.ts
+++ b/apps/sim/tools/index.ts
@@ -1,8 +1,9 @@
 import { createLogger } from '@sim/logger'
-import { getErrorMessage, toError } from '@sim/utils/errors'
+import { describeError, findCause, getErrorMessage, toError } from '@sim/utils/errors'
 import { sleep } from '@sim/utils/helpers'
 import { isPlainRecord } from '@sim/utils/object'
 import { backoffWithJitter, parseRetryAfter } from '@sim/utils/retry'
+import { DrizzleQueryError } from 'drizzle-orm/errors'
 import { getBYOKKey } from '@/lib/api-key/byok'
 import {
   type GenerateInternalDelegationTokenInput,
@@ -16,6 +17,7 @@ import {
   serializeBillingAttributionHeader,
 } from '@/lib/billing/core/billing-attribution'
 import { isHosted } from '@/lib/core/config/env-flags'
+import { isRetryableInfrastructureError } from '@/lib/core/errors/retryable-infrastructure'
 import { DEFAULT_EXECUTION_TIMEOUT_MS, getMaxExecutionTimeout } from '@/lib/core/execution-limits'
 import { getHostedKeyRateLimiter } from '@/lib/core/rate-limiter'
 import {
@@ -92,6 +94,10 @@ const PRIVATE_MODEL_INPUT_DIRECT_EXECUTION_ERROR_MESSAGE =
   'Private model input provenance is not supported by direct execution'
 const PRIVATE_SECRET_PROVENANCE_DIRECT_EXECUTION_ERROR_MESSAGE =
   'Private secret provenance is not supported by direct execution'
+const INTERNAL_DATABASE_ERROR_MESSAGE =
+  'An internal error occurred while executing the tool. Please try again.'
+const PERMISSION_PREFLIGHT_MAX_ATTEMPTS = 3
+const PERMISSION_PREFLIGHT_RETRY_BACKOFF = { baseMs: 25, maxMs: 100 } as const
 
 function projectToolLogMetadata(
   metadata: Record<string, unknown>,
@@ -108,6 +114,53 @@ function projectToolLogMetadata(
     : { ...structuralFallback, redacted: true }
 }
 
+interface ToolPermissionPreflight {
+  userId: string
+  workspaceId: string
+  toolId: string
+  toolKind?: 'skill' | 'custom' | 'mcp'
+  ctx?: ExecutionContext
+  requestId: string
+  signal?: AbortSignal
+}
+
+async function assertToolPermissionsWithRetry({
+  requestId,
+  signal,
+  ...permission
+}: ToolPermissionPreflight): Promise<void> {
+  for (let attempt = 1; ; attempt += 1) {
+    signal?.throwIfAborted()
+    try {
+      await assertPermissionsAllowed(permission)
+      return
+    } catch (error) {
+      signal?.throwIfAborted()
+      const isDatabaseQueryError = Boolean(
+        findCause(error, (cause): cause is DrizzleQueryError => cause instanceof DrizzleQueryError)
+      )
+      if (
+        attempt >= PERMISSION_PREFLIGHT_MAX_ATTEMPTS ||
+        !isDatabaseQueryError ||
+        !isRetryableInfrastructureError(error)
+      ) {
+        throw error
+      }
+
+      const delayMs = backoffWithJitter(attempt, null, PERMISSION_PREFLIGHT_RETRY_BACKOFF)
+      logger.warn(`[${requestId}] Retrying tool permission preflight after database error`, {
+        toolId: permission.toolId,
+        attempt,
+        maxAttempts: PERMISSION_PREFLIGHT_MAX_ATTEMPTS,
+        delayMs,
+        cause: describeError(error),
+      })
+      await sleep(delayMs)
+      signal?.throwIfAborted()
+    }
+  }
+}
+
 interface ToolExecutionScope {
   workspaceId?: string
   workflowId?: string
@@ -1534,12 +1587,14 @@ async function executeToolImplementation(
     // Runs for ALL tools (not just kinded ones) so the per-tool `deniedTools`
     // denylist is enforced alongside the existing mcp/custom/skill gates.
     if (scope.userId && scope.workspaceId) {
-      await assertPermissionsAllowed({
+      await assertToolPermissionsWithRetry({
         userId: scope.userId,
         workspaceId: scope.workspaceId,
         toolId: normalizedToolId,
         toolKind,
         ctx: executionContext,
+        requestId,
+        signal: effectiveSignal,
       })
     }
 
@@ -2043,17 +2098,27 @@ async function executeToolImplementation(
     }
   } catch (error: any) {
     const normalizedError = toError(error)
+    const databaseQueryError = findCause(
+      error,
+      (cause): cause is DrizzleQueryError => cause instanceof DrizzleQueryError
+    )
+    const databaseErrorCause = databaseQueryError ? describeError(error) : undefined
     logger.error(
       `[${requestId}] Error executing tool ${toolId}:`,
       projectToolLogMetadata(
         {
-          error: normalizedError.message,
-          stack: error instanceof Error ? error.stack : undefined,
+          ...(databaseErrorCause
+            ? { cause: databaseErrorCause }
+            : {
+                error: normalizedError.message,
+                stack: error instanceof Error ? error.stack : undefined,
+              }),
         },
         resolvedSecretTraceRegistry,
         {
           errorName: normalizedError.name,
-          hasStack: Boolean(error instanceof Error && error.stack),
+          hasStack: !databaseErrorCause && Boolean(error instanceof Error && error.stack),
+          ...(databaseErrorCause ? { cause: databaseErrorCause } : {}),
         },
         structuralOnlyToolLogs
       )
@@ -2071,7 +2136,9 @@ async function executeToolImplementation(
     let errorDetails = {}
 
     if (error instanceof Error) {
-      errorMessage = error.message || `Error executing tool ${toolId}`
+      errorMessage = databaseQueryError
+        ? INTERNAL_DATABASE_ERROR_MESSAGE
+        : error.message || `Error executing tool ${toolId}`
       // HTTP errors are thrown as Error instances carrying `status`/`statusText`/
       // `data` (see createTransformedErrorFromErrorInfo). Surface them on the
       // output so callers can branch on the status (e.g. treat 404 as a clean
diff --git a/apps/sim/tools/intercom/types.ts b/apps/sim/tools/intercom/types.ts
index aa7f4072164..3bca7f82b3e 100644
--- a/apps/sim/tools/intercom/types.ts
+++ b/apps/sim/tools/intercom/types.ts
@@ -14,9 +14,7 @@ const logger = createLogger('Intercom')
  * - https://developers.intercom.com/docs/references/rest-api/api.intercom.io/tickets/ticket
  */
 
-// ============================================================================
 // Location Output Properties
-// ============================================================================
 
 /**
  * Output definition for location object (nested in contact)
@@ -41,9 +39,7 @@ export const INTERCOM_LOCATION_OUTPUT: OutputProperty = {
   properties: INTERCOM_LOCATION_OUTPUT_PROPERTIES,
 }
 
-// ============================================================================
 // Social Profiles Output Properties
-// ============================================================================
 
 /**
  * Output definition for social profile object
@@ -76,9 +72,7 @@ export const INTERCOM_SOCIAL_PROFILES_OUTPUT: OutputProperty = {
   },
 }
 
-// ============================================================================
 // List Reference Output Properties (tags, notes, companies on contact)
-// ============================================================================
 
 /**
  * Output definition for list reference objects (used for tags, notes, companies on contacts)
@@ -100,9 +94,7 @@ export const INTERCOM_LIST_REFERENCE_OUTPUT: OutputProperty = {
   properties: INTERCOM_LIST_REFERENCE_OUTPUT_PROPERTIES,
 }
 
-// ============================================================================
 // Tag Output Properties
-// ============================================================================
 
 /**
  * Output definition for tag objects
@@ -134,9 +126,7 @@ export const INTERCOM_TAGS_ARRAY_OUTPUT: OutputProperty = {
   },
 }
 
-// ============================================================================
 // Admin Output Properties
-// ============================================================================
 
 /**
  * Output definition for admin avatar object
@@ -206,9 +196,7 @@ export const INTERCOM_ADMINS_ARRAY_OUTPUT: OutputProperty = {
   },
 }
 
-// ============================================================================
 // Contact Output Properties
-// ============================================================================
 
 /**
  * Core contact properties (common fields)
@@ -350,9 +338,7 @@ export const INTERCOM_CONTACTS_ARRAY_OUTPUT: OutputProperty = {
   },
 }
 
-// ============================================================================
 // Company Output Properties
-// ============================================================================
 
 /**
  * Output definition for company plan object
@@ -495,9 +481,7 @@ export const INTERCOM_COMPANIES_ARRAY_OUTPUT: OutputProperty = {
   },
 }
 
-// ============================================================================
 // Conversation Output Properties
-// ============================================================================
 
 /**
  * Output definition for conversation source object
@@ -872,9 +856,7 @@ export const INTERCOM_CONVERSATIONS_ARRAY_OUTPUT: OutputProperty = {
   },
 }
 
-// ============================================================================
 // Ticket Output Properties
-// ============================================================================
 
 /**
  * Output definition for ticket type object
@@ -977,9 +959,7 @@ export const INTERCOM_TICKET_OUTPUT: OutputProperty = {
   properties: INTERCOM_TICKET_OUTPUT_PROPERTIES,
 }
 
-// ============================================================================
 // Pagination Output Properties
-// ============================================================================
 
 /**
  * Output definition for pagination cursor
diff --git a/apps/sim/tools/leadmagic/types.ts b/apps/sim/tools/leadmagic/types.ts
index 394106f38a5..d1836b804bf 100644
--- a/apps/sim/tools/leadmagic/types.ts
+++ b/apps/sim/tools/leadmagic/types.ts
@@ -4,9 +4,7 @@ interface LeadMagicBaseParams {
   apiKey: string
 }
 
-// ---------------------------------------------------------------------------
 // Shared output property constants
-// ---------------------------------------------------------------------------
 
 export const LEADMAGIC_PROFILE_OUTPUT_PROPERTIES = {
   profile_url: { type: 'string', description: 'LinkedIn profile URL' },
@@ -22,9 +20,7 @@ export const LEADMAGIC_PROFILE_OUTPUT_PROPERTIES = {
   company_website: { type: 'string', description: 'Company website', optional: true },
 } as const satisfies Record<string, OutputProperty>
 
-// ---------------------------------------------------------------------------
 // Email Validation
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicValidateEmailParams extends LeadMagicBaseParams {
   email: string
@@ -47,9 +43,7 @@ export interface LeadMagicValidateEmailResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Email Finder
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicFindEmailParams extends LeadMagicBaseParams {
   first_name?: string
@@ -76,9 +70,7 @@ export interface LeadMagicFindEmailResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Mobile Finder
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicFindMobileParams extends LeadMagicBaseParams {
   profile_url?: string
@@ -96,9 +88,7 @@ export interface LeadMagicFindMobileResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Profile Search (LinkedIn enrichment by profile URL)
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicProfileSearchParams extends LeadMagicBaseParams {
   profile_url: string
@@ -129,9 +119,7 @@ export interface LeadMagicProfileSearchResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Profile to Email (LinkedIn URL → work email)
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicProfileToEmailParams extends LeadMagicBaseParams {
   profile_url: string
@@ -146,9 +134,7 @@ export interface LeadMagicProfileToEmailResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Email to Profile (work/personal email → LinkedIn profile URL)
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicEmailToProfileParams extends LeadMagicBaseParams {
   work_email?: string
@@ -163,9 +149,7 @@ export interface LeadMagicEmailToProfileResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Company Search
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicCompanySearchParams extends LeadMagicBaseParams {
   company_domain?: string
@@ -197,9 +181,7 @@ export interface LeadMagicCompanySearchResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Role Finder
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicRoleFinderParams extends LeadMagicBaseParams {
   job_title: string
@@ -221,9 +203,7 @@ export interface LeadMagicRoleFinderResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Get Credits (balance check — free, no hosting)
-// ---------------------------------------------------------------------------
 
 export interface LeadMagicGetCreditsParams extends LeadMagicBaseParams {}
 
@@ -233,9 +213,7 @@ export interface LeadMagicGetCreditsResponse extends ToolResponse {
   }
 }
 
-// ---------------------------------------------------------------------------
 // Union response type
-// ---------------------------------------------------------------------------
 
 export type LeadMagicResponse =
   | LeadMagicValidateEmailResponse
diff --git a/apps/sim/tools/linear/types.ts b/apps/sim/tools/linear/types.ts
index dbd9992cd3a..b8611210bfc 100644
--- a/apps/sim/tools/linear/types.ts
+++ b/apps/sim/tools/linear/types.ts
@@ -520,8 +520,6 @@ export const ISSUE_LIST_OUTPUT_PROPERTIES = {
   labels: LABELS_OUTPUT,
 } as const satisfies Record<string, OutputProperty>
 
-// ===== Core Types =====
-
 interface LinearIssue {
   id: string
   title: string
@@ -654,8 +652,6 @@ interface LinearCycle {
   }
 }
 
-// ===== Request Params =====
-
 export interface LinearReadIssuesParams {
   teamId?: string
   projectId?: string
@@ -997,8 +993,6 @@ export interface LinearUpdateNotificationParams {
   accessToken?: string
 }
 
-// ===== Response Types =====
-
 export interface LinearReadIssuesResponse extends ToolResponse {
   output: {
     issues?: LinearIssue[]
@@ -1394,8 +1388,6 @@ export interface LinearUpdateNotificationResponse extends ToolResponse {
   }
 }
 
-// ===== Customer Types =====
-
 interface LinearCustomer {
   id: string
   name: string
@@ -1447,8 +1439,6 @@ export interface LinearListCustomersResponse extends ToolResponse {
   }
 }
 
-// ===== Customer Need (Request) Types =====
-
 interface LinearCustomerNeed {
   id: string
   body?: string
@@ -1577,8 +1567,6 @@ export interface LinearMergeCustomersResponse extends ToolResponse {
   }
 }
 
-// ===== Customer Status Types =====
-
 interface LinearCustomerStatus {
   id: string
   name: string
@@ -1649,8 +1637,6 @@ export interface LinearListCustomerStatusesResponse extends ToolResponse {
   }
 }
 
-// ===== Customer Tier Types =====
-
 interface LinearCustomerTier {
   id: string
   name: string
@@ -1720,8 +1706,6 @@ export interface LinearListCustomerTiersResponse extends ToolResponse {
   }
 }
 
-// ===== Project Label Types =====
-
 interface LinearProjectLabel {
   id: string
   name: string
@@ -1816,8 +1800,6 @@ export interface LinearRemoveLabelFromProjectResponse extends ToolResponse {
   }
 }
 
-// ===== Project Milestone Types =====
-
 interface LinearProjectMilestone {
   id: string
   name: string
@@ -1887,8 +1869,6 @@ export interface LinearListProjectMilestonesResponse extends ToolResponse {
   }
 }
 
-// ===== Project Status Types =====
-
 interface LinearProjectStatus {
   id: string
   name: string
@@ -1961,8 +1941,6 @@ export interface LinearListProjectStatusesResponse extends ToolResponse {
   }
 }
 
-// ===== Project Delete Types =====
-
 export interface LinearDeleteProjectParams {
   projectId: string
   accessToken?: string
diff --git a/apps/sim/tools/params.ts b/apps/sim/tools/params.ts
index efbca622015..08b3a8b31a6 100644
--- a/apps/sim/tools/params.ts
+++ b/apps/sim/tools/params.ts
@@ -31,9 +31,7 @@ import type {
 const logger = createLogger('ToolsParams')
 type ToolParamDefinition = ToolConfig['params'][string]
 
-// ============================================================================
 // Tag/Value Parsing Utilities
-// ============================================================================
 
 interface Option {
   label: string
diff --git a/apps/sim/tools/registry.ts b/apps/sim/tools/registry.ts
index 5f5201d5a90..ce139957fef 100644
--- a/apps/sim/tools/registry.ts
+++ b/apps/sim/tools/registry.ts
@@ -4768,6 +4768,35 @@ import {
   wikipediaRandomPageTool,
   wikipediaSearchTool,
 } from '@/tools/wikipedia'
+import {
+  windchillCheckInDocumentsTool,
+  windchillCheckInDocumentTool,
+  windchillCheckOutDocumentsTool,
+  windchillCheckOutDocumentTool,
+  windchillCreateDocumentsTool,
+  windchillCreateDocumentTool,
+  windchillDeleteDocumentsTool,
+  windchillDeleteDocumentTool,
+  windchillDownloadAttachmentTool,
+  windchillDownloadPrimaryContentTool,
+  windchillGetDocumentStructureTool,
+  windchillGetDocumentTool,
+  windchillGetPrimaryContentTool,
+  windchillGetValidStateTransitionsTool,
+  windchillListAttachmentsTool,
+  windchillListDocumentsTool,
+  windchillReviseDocumentsTool,
+  windchillReviseDocumentTool,
+  windchillSetLifecycleStateTool,
+  windchillUndoCheckOutDocumentsTool,
+  windchillUndoCheckOutDocumentTool,
+  windchillUpdateCommonPropertiesTool,
+  windchillUpdateDocumentSecurityLabelsTool,
+  windchillUpdateDocumentsTool,
+  windchillUpdateDocumentTool,
+  windchillUploadAttachmentsTool,
+  windchillUploadPrimaryContentTool,
+} from '@/tools/windchill'
 import {
   wizaCompanyEnrichmentTool,
   wizaGetCreditsTool,
@@ -8633,6 +8662,33 @@ export const tools: Record<string, ToolConfig> = {
   wikipedia_search: wikipediaSearchTool,
   wikipedia_content: wikipediaPageContentTool,
   wikipedia_random: wikipediaRandomPageTool,
+  windchill_check_in_document: windchillCheckInDocumentTool,
+  windchill_check_in_documents: windchillCheckInDocumentsTool,
+  windchill_check_out_document: windchillCheckOutDocumentTool,
+  windchill_check_out_documents: windchillCheckOutDocumentsTool,
+  windchill_create_document: windchillCreateDocumentTool,
+  windchill_create_documents: windchillCreateDocumentsTool,
+  windchill_delete_document: windchillDeleteDocumentTool,
+  windchill_delete_documents: windchillDeleteDocumentsTool,
+  windchill_download_attachment: windchillDownloadAttachmentTool,
+  windchill_download_primary_content: windchillDownloadPrimaryContentTool,
+  windchill_get_document: windchillGetDocumentTool,
+  windchill_get_document_structure: windchillGetDocumentStructureTool,
+  windchill_get_primary_content: windchillGetPrimaryContentTool,
+  windchill_get_valid_state_transitions: windchillGetValidStateTransitionsTool,
+  windchill_list_attachments: windchillListAttachmentsTool,
+  windchill_list_documents: windchillListDocumentsTool,
+  windchill_revise_document: windchillReviseDocumentTool,
+  windchill_revise_documents: windchillReviseDocumentsTool,
+  windchill_set_lifecycle_state: windchillSetLifecycleStateTool,
+  windchill_undo_check_out_document: windchillUndoCheckOutDocumentTool,
+  windchill_undo_check_out_documents: windchillUndoCheckOutDocumentsTool,
+  windchill_update_common_properties: windchillUpdateCommonPropertiesTool,
+  windchill_update_document: windchillUpdateDocumentTool,
+  windchill_update_document_security_labels: windchillUpdateDocumentSecurityLabelsTool,
+  windchill_update_documents: windchillUpdateDocumentsTool,
+  windchill_upload_attachments: windchillUploadAttachmentsTool,
+  windchill_upload_primary_content: windchillUploadPrimaryContentTool,
   wiza_company_enrichment: wizaCompanyEnrichmentTool,
   wiza_get_credits: wizaGetCreditsTool,
   wiza_individual_reveal: wizaIndividualRevealTool,
diff --git a/apps/sim/tools/stripe/types.ts b/apps/sim/tools/stripe/types.ts
index 5b1055d9bf0..88725dfa7c5 100644
--- a/apps/sim/tools/stripe/types.ts
+++ b/apps/sim/tools/stripe/types.ts
@@ -1295,9 +1295,7 @@ interface StripeMetadata {
   [key: string]: string
 }
 
-// ============================================================================
 // Payment Intent Types
-// ============================================================================
 
 interface PaymentIntentObject {
   id: string
@@ -1394,9 +1392,7 @@ export interface PaymentIntentListResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Customer Types
-// ============================================================================
 
 interface CustomerObject {
   id: string
@@ -1484,9 +1480,7 @@ export interface CustomerDeleteResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Subscription Types
-// ============================================================================
 
 interface SubscriptionObject {
   id: string
@@ -1581,9 +1575,7 @@ export interface SubscriptionListResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Invoice Types
-// ============================================================================
 
 interface InvoiceObject {
   id: string
@@ -1691,9 +1683,7 @@ export interface InvoiceDeleteResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Charge Types
-// ============================================================================
 
 interface ChargeObject {
   id: string
@@ -1775,9 +1765,7 @@ export interface ChargeListResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Product Types
-// ============================================================================
 
 interface ProductObject {
   id: string
@@ -1860,9 +1848,7 @@ export interface ProductDeleteResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Price Types
-// ============================================================================
 
 interface PriceObject {
   id: string
@@ -1940,9 +1926,7 @@ export interface PriceListResponse extends ToolResponse {
   }
 }
 
-// ============================================================================
 // Event Types
-// ============================================================================
 
 interface EventObject {
   id: string
diff --git a/apps/sim/tools/windchill/check_in_document.ts b/apps/sim/tools/windchill/check_in_document.ts
new file mode 100644
index 00000000000..1d4e30352a6
--- /dev/null
+++ b/apps/sim/tools/windchill/check_in_document.ts
@@ -0,0 +1,72 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillCheckInDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_check_in_document',
+  name: 'Windchill Check In Document',
+  description: 'Check in one document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    checkInNote: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Check-in note',
+    },
+    keepCheckedOut: {
+      type: 'boolean',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Keep the document checked out after checking it in',
+    },
+    checkOutNote: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Checkout note',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_check_in_document', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_check_in_document', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/check_in_documents.ts b/apps/sim/tools/windchill/check_in_documents.ts
new file mode 100644
index 00000000000..4dc5579063f
--- /dev/null
+++ b/apps/sim/tools/windchill/check_in_documents.ts
@@ -0,0 +1,72 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillCheckInDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_check_in_documents',
+  name: 'Windchill Check In Documents',
+  description: 'Check in multiple documents atomically',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOids: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OIDs to process atomically',
+    },
+    checkInNote: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Check-in note',
+    },
+    keepCheckedOut: {
+      type: 'boolean',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Keep the document checked out after checking it in',
+    },
+    checkOutNote: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Checkout note',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_check_in_documents', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_check_in_documents', response),
+  outputs: WINDCHILL_BULK_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/check_out_document.ts b/apps/sim/tools/windchill/check_out_document.ts
new file mode 100644
index 00000000000..059edd12175
--- /dev/null
+++ b/apps/sim/tools/windchill/check_out_document.ts
@@ -0,0 +1,60 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillCheckOutDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_check_out_document',
+  name: 'Windchill Check Out Document',
+  description: 'Check out one document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    checkOutNote: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Checkout note',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_check_out_document', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_check_out_document', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/check_out_documents.ts b/apps/sim/tools/windchill/check_out_documents.ts
new file mode 100644
index 00000000000..410fb7088f8
--- /dev/null
+++ b/apps/sim/tools/windchill/check_out_documents.ts
@@ -0,0 +1,60 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillCheckOutDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_check_out_documents',
+  name: 'Windchill Check Out Documents',
+  description: 'Check out multiple documents atomically',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOids: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OIDs to process atomically',
+    },
+    checkOutNote: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Checkout note',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_check_out_documents', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_check_out_documents', response),
+  outputs: WINDCHILL_BULK_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/create_document.ts b/apps/sim/tools/windchill/create_document.ts
new file mode 100644
index 00000000000..a1351f77b8b
--- /dev/null
+++ b/apps/sim/tools/windchill/create_document.ts
@@ -0,0 +1,90 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillCreateDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_create_document',
+  name: 'Windchill Create Document',
+  description: 'Create one WT.Document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    name: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Document name',
+    },
+    containerOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Container OID in which to create the document',
+    },
+    number: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Optional document number when manual numbering is enabled',
+    },
+    title: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Document title',
+    },
+    description: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Document description',
+    },
+    folderOid: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Optional folder OID for the new document',
+    },
+    attributes: {
+      type: 'json',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Optional installed Windchill document attributes as a JSON object',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_create_document', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_create_document', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/create_documents.ts b/apps/sim/tools/windchill/create_documents.ts
new file mode 100644
index 00000000000..446dd1660b0
--- /dev/null
+++ b/apps/sim/tools/windchill/create_documents.ts
@@ -0,0 +1,54 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillCreateDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_create_documents',
+  name: 'Windchill Create Documents',
+  description: 'Create several documents in one atomic Windchill request',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documents: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Document inputs as a JSON array; each item requires name and containerOid',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_create_documents', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_create_documents', response),
+  outputs: WINDCHILL_BULK_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/delete_document.ts b/apps/sim/tools/windchill/delete_document.ts
new file mode 100644
index 00000000000..faa32a9d35d
--- /dev/null
+++ b/apps/sim/tools/windchill/delete_document.ts
@@ -0,0 +1,54 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_AFFECTED_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillDeleteDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_delete_document',
+  name: 'Windchill Delete Document',
+  description: 'Delete one document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_delete_document', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_delete_document', response),
+  outputs: WINDCHILL_AFFECTED_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/delete_documents.ts b/apps/sim/tools/windchill/delete_documents.ts
new file mode 100644
index 00000000000..16cf07ff06d
--- /dev/null
+++ b/apps/sim/tools/windchill/delete_documents.ts
@@ -0,0 +1,54 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_AFFECTED_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillDeleteDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_delete_documents',
+  name: 'Windchill Delete Documents',
+  description: 'Delete multiple documents atomically',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOids: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OIDs to process atomically',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_delete_documents', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_delete_documents', response),
+  outputs: WINDCHILL_AFFECTED_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/download_attachment.ts b/apps/sim/tools/windchill/download_attachment.ts
new file mode 100644
index 00000000000..cff75add081
--- /dev/null
+++ b/apps/sim/tools/windchill/download_attachment.ts
@@ -0,0 +1,66 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_FILE_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillDownloadAttachmentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_download_attachment',
+  name: 'Windchill Download Attachment',
+  description: 'Download a document attachment into a canonical UserFile',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    attachmentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Windchill attachment content OID',
+    },
+    fileName: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Optional downloaded file name override',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_download_attachment', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_download_attachment', response),
+  outputs: WINDCHILL_FILE_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/download_primary_content.ts b/apps/sim/tools/windchill/download_primary_content.ts
new file mode 100644
index 00000000000..1ebaa9aba28
--- /dev/null
+++ b/apps/sim/tools/windchill/download_primary_content.ts
@@ -0,0 +1,60 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_FILE_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillDownloadPrimaryContentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_download_primary_content',
+  name: 'Windchill Download Primary Content',
+  description: 'Download primary content into a canonical UserFile',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    fileName: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Optional downloaded file name override',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_download_primary_content', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_download_primary_content', response),
+  outputs: WINDCHILL_FILE_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/get_document.ts b/apps/sim/tools/windchill/get_document.ts
new file mode 100644
index 00000000000..8041d6f1cd6
--- /dev/null
+++ b/apps/sim/tools/windchill/get_document.ts
@@ -0,0 +1,60 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_DOCUMENT_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillReadUrl,
+  transformWindchillDirectRead,
+  windchillReadHeaders,
+} from '@/tools/windchill/utils'
+
+export const windchillGetDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_get_document',
+  name: 'Windchill Get Document',
+  description: 'Get a WT.Document by OID',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    select: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Comma-separated normalized document properties to return',
+    },
+  },
+  request: {
+    url: (params) => buildWindchillReadUrl('windchill_get_document', params),
+    method: 'GET',
+    headers: windchillReadHeaders,
+    stripAuthOnRedirect: true,
+    retry: { enabled: true, maxRetries: 2, retryIdempotentOnly: true },
+  },
+  transformResponse: (response) => transformWindchillDirectRead('windchill_get_document', response),
+  outputs: WINDCHILL_DOCUMENT_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/get_document_structure.ts b/apps/sim/tools/windchill/get_document_structure.ts
new file mode 100644
index 00000000000..cb2a9e7c013
--- /dev/null
+++ b/apps/sim/tools/windchill/get_document_structure.ts
@@ -0,0 +1,67 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_STRUCTURE_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillReadUrl,
+  transformWindchillDirectRead,
+  windchillReadHeaders,
+} from '@/tools/windchill/utils'
+
+export const windchillGetDocumentStructureTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_get_document_structure',
+  name: 'Windchill Get Document Structure',
+  description: 'Retrieve recursive document usage links and their parent and child documents',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    structureDepth: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Document structure expansion depth, from 1 to 3',
+    },
+    nextLink: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Verified @odata.nextLink from a previous structure response',
+    },
+  },
+  request: {
+    url: (params) => buildWindchillReadUrl('windchill_get_document_structure', params),
+    method: 'GET',
+    headers: windchillReadHeaders,
+    stripAuthOnRedirect: true,
+    retry: { enabled: true, maxRetries: 2, retryIdempotentOnly: true },
+  },
+  transformResponse: (response) =>
+    transformWindchillDirectRead('windchill_get_document_structure', response),
+  outputs: WINDCHILL_STRUCTURE_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/get_primary_content.ts b/apps/sim/tools/windchill/get_primary_content.ts
new file mode 100644
index 00000000000..7b813b76779
--- /dev/null
+++ b/apps/sim/tools/windchill/get_primary_content.ts
@@ -0,0 +1,55 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_PRIMARY_CONTENT_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillReadUrl,
+  transformWindchillDirectRead,
+  windchillReadHeaders,
+} from '@/tools/windchill/utils'
+
+export const windchillGetPrimaryContentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_get_primary_content',
+  name: 'Windchill Get Primary Content',
+  description: 'Get primary-content metadata for a document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+  },
+  request: {
+    url: (params) => buildWindchillReadUrl('windchill_get_primary_content', params),
+    method: 'GET',
+    headers: windchillReadHeaders,
+    stripAuthOnRedirect: true,
+    retry: { enabled: true, maxRetries: 2, retryIdempotentOnly: true },
+  },
+  transformResponse: (response) =>
+    transformWindchillDirectRead('windchill_get_primary_content', response),
+  outputs: WINDCHILL_PRIMARY_CONTENT_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/get_valid_state_transitions.ts b/apps/sim/tools/windchill/get_valid_state_transitions.ts
new file mode 100644
index 00000000000..48995ae8d6a
--- /dev/null
+++ b/apps/sim/tools/windchill/get_valid_state_transitions.ts
@@ -0,0 +1,56 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_STATE_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillReadUrl,
+  transformWindchillDirectRead,
+  windchillReadHeaders,
+} from '@/tools/windchill/utils'
+
+export const windchillGetValidStateTransitionsTool: ToolConfig<WindchillParams, WindchillResponse> =
+  {
+    id: 'windchill_get_valid_state_transitions',
+    name: 'Windchill Get Valid State Transitions',
+    description: 'Get lifecycle states a document can transition to from its current state',
+    version: '1.0.0',
+    params: {
+      baseUrl: {
+        type: 'string',
+        required: true,
+        visibility: 'user-only',
+        description:
+          'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+      },
+      username: {
+        type: 'string',
+        required: true,
+        visibility: 'user-only',
+        description: 'Windchill service-account username',
+      },
+      password: {
+        type: 'string',
+        required: true,
+        visibility: 'user-only',
+        description: 'Windchill service-account password',
+      },
+      documentOid: {
+        type: 'string',
+        required: true,
+        visibility: 'user-or-llm',
+        description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+      },
+    },
+    request: {
+      url: (params) => buildWindchillReadUrl('windchill_get_valid_state_transitions', params),
+      method: 'GET',
+      headers: windchillReadHeaders,
+      stripAuthOnRedirect: true,
+      retry: { enabled: true, maxRetries: 2, retryIdempotentOnly: true },
+    },
+    transformResponse: (response) =>
+      transformWindchillDirectRead('windchill_get_valid_state_transitions', response),
+    outputs: WINDCHILL_STATE_OUTPUTS,
+  }
diff --git a/apps/sim/tools/windchill/index.ts b/apps/sim/tools/windchill/index.ts
new file mode 100644
index 00000000000..a1184eb1f46
--- /dev/null
+++ b/apps/sim/tools/windchill/index.ts
@@ -0,0 +1,28 @@
+export { windchillCheckInDocumentTool } from '@/tools/windchill/check_in_document'
+export { windchillCheckInDocumentsTool } from '@/tools/windchill/check_in_documents'
+export { windchillCheckOutDocumentTool } from '@/tools/windchill/check_out_document'
+export { windchillCheckOutDocumentsTool } from '@/tools/windchill/check_out_documents'
+export { windchillCreateDocumentTool } from '@/tools/windchill/create_document'
+export { windchillCreateDocumentsTool } from '@/tools/windchill/create_documents'
+export { windchillDeleteDocumentTool } from '@/tools/windchill/delete_document'
+export { windchillDeleteDocumentsTool } from '@/tools/windchill/delete_documents'
+export { windchillDownloadAttachmentTool } from '@/tools/windchill/download_attachment'
+export { windchillDownloadPrimaryContentTool } from '@/tools/windchill/download_primary_content'
+export { windchillGetDocumentTool } from '@/tools/windchill/get_document'
+export { windchillGetDocumentStructureTool } from '@/tools/windchill/get_document_structure'
+export { windchillGetPrimaryContentTool } from '@/tools/windchill/get_primary_content'
+export { windchillGetValidStateTransitionsTool } from '@/tools/windchill/get_valid_state_transitions'
+export { windchillListAttachmentsTool } from '@/tools/windchill/list_attachments'
+export { windchillListDocumentsTool } from '@/tools/windchill/list_documents'
+export { windchillReviseDocumentTool } from '@/tools/windchill/revise_document'
+export { windchillReviseDocumentsTool } from '@/tools/windchill/revise_documents'
+export { windchillSetLifecycleStateTool } from '@/tools/windchill/set_lifecycle_state'
+export * from '@/tools/windchill/types'
+export { windchillUndoCheckOutDocumentTool } from '@/tools/windchill/undo_check_out_document'
+export { windchillUndoCheckOutDocumentsTool } from '@/tools/windchill/undo_check_out_documents'
+export { windchillUpdateCommonPropertiesTool } from '@/tools/windchill/update_common_properties'
+export { windchillUpdateDocumentTool } from '@/tools/windchill/update_document'
+export { windchillUpdateDocumentSecurityLabelsTool } from '@/tools/windchill/update_document_security_labels'
+export { windchillUpdateDocumentsTool } from '@/tools/windchill/update_documents'
+export { windchillUploadAttachmentsTool } from '@/tools/windchill/upload_attachments'
+export { windchillUploadPrimaryContentTool } from '@/tools/windchill/upload_primary_content'
diff --git a/apps/sim/tools/windchill/list_attachments.ts b/apps/sim/tools/windchill/list_attachments.ts
new file mode 100644
index 00000000000..003595ac90d
--- /dev/null
+++ b/apps/sim/tools/windchill/list_attachments.ts
@@ -0,0 +1,61 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_ATTACHMENTS_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillReadUrl,
+  transformWindchillDirectRead,
+  windchillReadHeaders,
+} from '@/tools/windchill/utils'
+
+export const windchillListAttachmentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_list_attachments',
+  name: 'Windchill List Attachments',
+  description: 'List attachment metadata for a document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    nextLink: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Verified @odata.nextLink from a previous attachment response',
+    },
+  },
+  request: {
+    url: (params) => buildWindchillReadUrl('windchill_list_attachments', params),
+    method: 'GET',
+    headers: windchillReadHeaders,
+    stripAuthOnRedirect: true,
+    retry: { enabled: true, maxRetries: 2, retryIdempotentOnly: true },
+  },
+  transformResponse: (response) =>
+    transformWindchillDirectRead('windchill_list_attachments', response),
+  outputs: WINDCHILL_ATTACHMENTS_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/list_documents.ts b/apps/sim/tools/windchill/list_documents.ts
new file mode 100644
index 00000000000..c259eff5a76
--- /dev/null
+++ b/apps/sim/tools/windchill/list_documents.ts
@@ -0,0 +1,97 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_LIST_DOCUMENTS_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillReadUrl,
+  transformWindchillDirectRead,
+  windchillReadHeaders,
+} from '@/tools/windchill/utils'
+
+export const windchillListDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_list_documents',
+  name: 'Windchill List Documents',
+  description: 'List documents with an OData query, sorting, and pagination',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    select: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Comma-separated normalized document properties to return',
+    },
+    filter: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'OData $filter expression',
+    },
+    orderBy: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'OData $orderby expression',
+    },
+    top: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Maximum documents in the OData result set ($top), from 1 to 2000',
+    },
+    skip: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Documents to skip',
+    },
+    count: {
+      type: 'boolean',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ask Windchill to include the total matching count',
+    },
+    latestVersion: {
+      type: 'boolean',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Return only the latest version of matching documents',
+    },
+    nextLink: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Verified @odata.nextLink from a previous list response',
+    },
+  },
+  request: {
+    url: (params) => buildWindchillReadUrl('windchill_list_documents', params),
+    method: 'GET',
+    headers: windchillReadHeaders,
+    stripAuthOnRedirect: true,
+    retry: { enabled: true, maxRetries: 2, retryIdempotentOnly: true },
+  },
+  transformResponse: (response) =>
+    transformWindchillDirectRead('windchill_list_documents', response),
+  outputs: WINDCHILL_LIST_DOCUMENTS_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/registry.test.ts b/apps/sim/tools/windchill/registry.test.ts
new file mode 100644
index 00000000000..c800cbb7ff8
--- /dev/null
+++ b/apps/sim/tools/windchill/registry.test.ts
@@ -0,0 +1,18 @@
+/**
+ * @vitest-environment node
+ */
+
+import { describe, expect, it, vi } from 'vitest'
+
+vi.unmock('@/tools/registry')
+
+import { tools } from '@/tools/registry'
+import { WINDCHILL_OPERATIONS } from '@/tools/windchill/types'
+
+describe('Windchill registry', () => {
+  it('registers every operation in the global tool registry', () => {
+    for (const operation of WINDCHILL_OPERATIONS) {
+      expect(tools[operation]?.id).toBe(operation)
+    }
+  })
+})
diff --git a/apps/sim/tools/windchill/revise_document.ts b/apps/sim/tools/windchill/revise_document.ts
new file mode 100644
index 00000000000..7040be8db49
--- /dev/null
+++ b/apps/sim/tools/windchill/revise_document.ts
@@ -0,0 +1,60 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillReviseDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_revise_document',
+  name: 'Windchill Revise Document',
+  description: 'Create a new revision of one document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    versionId: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Optional target revision identifier when override-on-revise is enabled',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_revise_document', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_revise_document', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/revise_documents.ts b/apps/sim/tools/windchill/revise_documents.ts
new file mode 100644
index 00000000000..6b142e16bd1
--- /dev/null
+++ b/apps/sim/tools/windchill/revise_documents.ts
@@ -0,0 +1,54 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillReviseDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_revise_documents',
+  name: 'Windchill Revise Documents',
+  description: 'Create new revisions of multiple documents atomically',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOids: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OIDs to process atomically',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_revise_documents', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_revise_documents', response),
+  outputs: WINDCHILL_BULK_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/set_lifecycle_state.ts b/apps/sim/tools/windchill/set_lifecycle_state.ts
new file mode 100644
index 00000000000..55077c0577f
--- /dev/null
+++ b/apps/sim/tools/windchill/set_lifecycle_state.ts
@@ -0,0 +1,66 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillSetLifecycleStateTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_set_lifecycle_state',
+  name: 'Windchill Set Lifecycle State',
+  description: 'Transition a document to a valid lifecycle state',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    stateValue: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Internal value of the target lifecycle state',
+    },
+    stateDisplay: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Display value of the target lifecycle state',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_set_lifecycle_state', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_set_lifecycle_state', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/types.ts b/apps/sim/tools/windchill/types.ts
new file mode 100644
index 00000000000..075fb5f645f
--- /dev/null
+++ b/apps/sim/tools/windchill/types.ts
@@ -0,0 +1,380 @@
+import type { RawFileInput } from '@/lib/uploads/utils/file-schemas'
+import type { UserFile } from '@/executor/types'
+import type { ToolOutputProperty, ToolResponse, WorkflowToolExecutionContext } from '@/tools/types'
+
+export const WINDCHILL_DOCUMENT_PROPERTIES = {
+  id: { type: 'string', description: 'Windchill object identifier', nullable: true },
+  name: { type: 'string', description: 'Document name', nullable: true },
+  number: { type: 'string', description: 'Document number', nullable: true },
+  title: { type: 'string', description: 'Document title', nullable: true },
+  description: { type: 'string', description: 'Document description', nullable: true },
+  state: { type: 'string', description: 'Internal life cycle state value', nullable: true },
+  stateDisplay: { type: 'string', description: 'Displayed life cycle state value', nullable: true },
+  versionId: { type: 'string', description: 'Version identifier', nullable: true },
+  revision: { type: 'string', description: 'Revision identifier', nullable: true },
+  version: { type: 'string', description: 'Version and iteration', nullable: true },
+  latest: { type: 'boolean', description: 'Whether this is the latest version', nullable: true },
+  checkoutState: { type: 'string', description: 'Checkout state', nullable: true },
+  folderName: { type: 'string', description: 'Folder name', nullable: true },
+  folderLocation: { type: 'string', description: 'Folder path', nullable: true },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_CONTENT_PROPERTIES = {
+  id: { type: 'string', description: 'Content object identifier', nullable: true },
+  fileName: { type: 'string', description: 'Content file name', nullable: true },
+  description: { type: 'string', description: 'Content description', nullable: true },
+  format: { type: 'string', description: 'Windchill content format', nullable: true },
+  mimeType: { type: 'string', description: 'Content MIME type', nullable: true },
+  fileSize: { type: 'number', description: 'Content size in bytes', nullable: true },
+  contentType: {
+    type: 'string',
+    description: 'Windchill OData content entity type',
+    nullable: true,
+  },
+  displayName: { type: 'string', description: 'Displayed content name', nullable: true },
+  urlLocation: { type: 'string', description: 'URL-data location', nullable: true },
+  externalLocation: { type: 'string', description: 'External-storage location', nullable: true },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_DOCUMENT_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  document: {
+    type: 'object',
+    description: 'Windchill document',
+    properties: WINDCHILL_DOCUMENT_PROPERTIES,
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_LIST_DOCUMENTS_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  documents: {
+    type: 'array',
+    description: 'Windchill documents',
+    items: { type: 'object', properties: WINDCHILL_DOCUMENT_PROPERTIES },
+  },
+  pageInfo: {
+    type: 'object',
+    description: 'OData pagination information',
+    properties: {
+      count: { type: 'number', description: 'Number of items returned in this page' },
+      totalCount: { type: 'number', description: 'Total matching items', nullable: true },
+      nextLink: {
+        type: 'string',
+        description: 'URL returned by Windchill for the next page',
+        nullable: true,
+      },
+    },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_USAGE_LINK_PROPERTIES = {
+  id: { type: 'string', description: 'Document usage link OID', nullable: true },
+  parent: {
+    type: 'object',
+    description: 'Parent document',
+    nullable: true,
+    properties: WINDCHILL_DOCUMENT_PROPERTIES,
+  },
+  child: {
+    type: 'object',
+    description: 'Child document',
+    nullable: true,
+    properties: WINDCHILL_DOCUMENT_PROPERTIES,
+  },
+  children: {
+    type: 'array',
+    description: 'Nested child usage links with the same recursive shape',
+    items: { type: 'json' },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_USAGE_LINK_OUTPUT = {
+  type: 'object',
+  description: 'Document usage link',
+  properties: WINDCHILL_USAGE_LINK_PROPERTIES,
+} as const satisfies ToolOutputProperty
+
+export const WINDCHILL_STRUCTURE_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  structure: {
+    type: 'array',
+    description: 'Document usage links, including recursively expanded child links',
+    items: WINDCHILL_USAGE_LINK_OUTPUT,
+  },
+  pageInfo: {
+    type: 'object',
+    description: 'OData pagination information',
+    properties: {
+      count: { type: 'number', description: 'Number of items returned in this page' },
+      totalCount: { type: 'number', description: 'Total matching items', nullable: true },
+      nextLink: {
+        type: 'string',
+        description: 'URL returned by Windchill for the next page',
+        nullable: true,
+      },
+    },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_STATE_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  states: {
+    type: 'array',
+    description: 'Valid lifecycle transitions',
+    items: {
+      type: 'object',
+      properties: {
+        value: { type: 'string', description: 'Internal state value', nullable: true },
+        display: { type: 'string', description: 'Displayed state value', nullable: true },
+      },
+    },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_PRIMARY_CONTENT_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  content: {
+    type: 'object',
+    description: 'Primary-content metadata',
+    nullable: true,
+    properties: WINDCHILL_CONTENT_PROPERTIES,
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_ATTACHMENTS_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  attachments: {
+    type: 'array',
+    description: 'Document attachments',
+    items: { type: 'object', properties: WINDCHILL_CONTENT_PROPERTIES },
+  },
+  pageInfo: {
+    type: 'object',
+    description: 'OData pagination information',
+    properties: {
+      count: { type: 'number', description: 'Number of items returned in this page' },
+      totalCount: { type: 'number', description: 'Total matching items', nullable: true },
+      nextLink: {
+        type: 'string',
+        description: 'URL returned by Windchill for the next page',
+        nullable: true,
+      },
+    },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_AFFECTED_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  affectedIds: {
+    type: 'array',
+    description: 'Document identifiers affected by the operation',
+    items: { type: 'string' },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_SINGLE_MUTATION_OUTPUTS = {
+  ...WINDCHILL_AFFECTED_OUTPUTS,
+  document: {
+    type: 'object',
+    description: 'Document returned by Windchill when the operation returns one',
+    optional: true,
+    properties: WINDCHILL_DOCUMENT_PROPERTIES,
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_BULK_MUTATION_OUTPUTS = {
+  ...WINDCHILL_AFFECTED_OUTPUTS,
+  documents: {
+    type: 'array',
+    description: 'Documents returned by Windchill when the operation returns them',
+    optional: true,
+    items: { type: 'object', properties: WINDCHILL_DOCUMENT_PROPERTIES },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_FILE_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  file: { type: 'file', description: 'Downloaded content stored as a canonical UserFile' },
+  fileName: { type: 'string', description: 'Downloaded file name' },
+  mimeType: { type: 'string', description: 'Downloaded content MIME type' },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_UPLOAD_OUTPUTS = {
+  operation: { type: 'string', description: 'Windchill operation that was executed' },
+  affectedIds: {
+    type: 'array',
+    description: 'Document identifiers affected by the upload',
+    items: { type: 'string' },
+  },
+  uploadedFileNames: {
+    type: 'array',
+    description: 'Names of files accepted by Windchill',
+    items: { type: 'string' },
+  },
+} as const satisfies Record<string, ToolOutputProperty>
+
+export const WINDCHILL_OPERATIONS = [
+  'windchill_list_documents',
+  'windchill_get_document',
+  'windchill_get_document_structure',
+  'windchill_get_valid_state_transitions',
+  'windchill_get_primary_content',
+  'windchill_list_attachments',
+  'windchill_create_document',
+  'windchill_create_documents',
+  'windchill_update_document',
+  'windchill_update_common_properties',
+  'windchill_update_documents',
+  'windchill_delete_document',
+  'windchill_delete_documents',
+  'windchill_check_out_document',
+  'windchill_check_out_documents',
+  'windchill_check_in_document',
+  'windchill_check_in_documents',
+  'windchill_undo_check_out_document',
+  'windchill_undo_check_out_documents',
+  'windchill_revise_document',
+  'windchill_revise_documents',
+  'windchill_set_lifecycle_state',
+  'windchill_update_document_security_labels',
+  'windchill_download_primary_content',
+  'windchill_upload_primary_content',
+  'windchill_download_attachment',
+  'windchill_upload_attachments',
+] as const
+
+export type WindchillOperation = (typeof WINDCHILL_OPERATIONS)[number]
+
+export interface WindchillDocument {
+  id: string | null
+  name: string | null
+  number: string | null
+  title: string | null
+  description: string | null
+  state: string | null
+  stateDisplay: string | null
+  versionId: string | null
+  revision: string | null
+  version: string | null
+  latest: boolean | null
+  checkoutState: string | null
+  folderName: string | null
+  folderLocation: string | null
+}
+
+export interface WindchillContent {
+  id: string | null
+  fileName: string | null
+  description: string | null
+  format: string | null
+  mimeType: string | null
+  fileSize: number | null
+  contentType: string | null
+  displayName: string | null
+  urlLocation: string | null
+  externalLocation: string | null
+}
+
+export interface WindchillStateTransition {
+  value: string | null
+  display: string | null
+}
+
+export interface WindchillDocumentUsageLink {
+  id: string | null
+  parent: WindchillDocument | null
+  child: WindchillDocument | null
+  children: WindchillDocumentUsageLink[]
+}
+
+export interface WindchillPageInfo {
+  count: number
+  totalCount: number | null
+  nextLink: string | null
+}
+
+export type WindchillAttributeValue =
+  | string
+  | number
+  | boolean
+  | null
+  | WindchillAttributeValue[]
+  | { [key: string]: WindchillAttributeValue }
+
+export interface WindchillCreateDocumentInput {
+  name: string
+  containerOid: string
+  number?: string
+  title?: string
+  description?: string
+  folderOid?: string
+  attributes?: Record<string, WindchillAttributeValue>
+}
+
+export interface WindchillUpdateDocumentInput {
+  id: string
+  attributes: Record<string, WindchillAttributeValue>
+}
+
+export interface WindchillSecurityLabelInput {
+  id: string
+  labels: Record<string, string>
+}
+
+export interface WindchillParams {
+  baseUrl: string
+  username: string
+  password: string
+  documentOid?: string
+  documentOids?: string[]
+  attachmentOid?: string
+  name?: string
+  number?: string
+  title?: string
+  description?: string
+  containerOid?: string
+  folderOid?: string
+  attributes?: Record<string, WindchillAttributeValue>
+  commonProperties?: Record<string, WindchillAttributeValue>
+  documents?: WindchillCreateDocumentInput[] | WindchillUpdateDocumentInput[]
+  checkOutNote?: string
+  checkInNote?: string
+  keepCheckedOut?: boolean
+  versionId?: string
+  stateValue?: string
+  stateDisplay?: string
+  securityLabelUpdates?: WindchillSecurityLabelInput[]
+  primaryFile?: RawFileInput
+  attachmentFiles?: RawFileInput[]
+  fileName?: string
+  select?: string
+  filter?: string
+  orderBy?: string
+  top?: number
+  skip?: number
+  count?: boolean
+  latestVersion?: boolean
+  nextLink?: string
+  structureDepth?: number
+  _context?: WorkflowToolExecutionContext
+}
+
+export interface WindchillOutput {
+  operation: WindchillOperation
+  document?: WindchillDocument
+  documents?: WindchillDocument[]
+  structure?: WindchillDocumentUsageLink[]
+  states?: WindchillStateTransition[]
+  content?: WindchillContent | null
+  attachments?: WindchillContent[]
+  pageInfo?: WindchillPageInfo
+  affectedIds?: string[]
+  uploadedFileNames?: string[]
+  file?: UserFile
+  fileName?: string
+  mimeType?: string
+}
+
+export interface WindchillResponse extends ToolResponse {
+  output: WindchillOutput
+}
diff --git a/apps/sim/tools/windchill/undo_check_out_document.ts b/apps/sim/tools/windchill/undo_check_out_document.ts
new file mode 100644
index 00000000000..278a4630982
--- /dev/null
+++ b/apps/sim/tools/windchill/undo_check_out_document.ts
@@ -0,0 +1,54 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUndoCheckOutDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_undo_check_out_document',
+  name: 'Windchill Undo Check Out Document',
+  description: 'Undo checkout for one document',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_undo_check_out_document', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_undo_check_out_document', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/undo_check_out_documents.ts b/apps/sim/tools/windchill/undo_check_out_documents.ts
new file mode 100644
index 00000000000..1ec3ce83737
--- /dev/null
+++ b/apps/sim/tools/windchill/undo_check_out_documents.ts
@@ -0,0 +1,54 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUndoCheckOutDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_undo_check_out_documents',
+  name: 'Windchill Undo Check Out Documents',
+  description: 'Undo checkout for multiple documents atomically',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOids: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OIDs to process atomically',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_undo_check_out_documents', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_undo_check_out_documents', response),
+  outputs: WINDCHILL_BULK_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/update_common_properties.ts b/apps/sim/tools/windchill/update_common_properties.ts
new file mode 100644
index 00000000000..74c4ec54545
--- /dev/null
+++ b/apps/sim/tools/windchill/update_common_properties.ts
@@ -0,0 +1,62 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUpdateCommonPropertiesTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_update_common_properties',
+  name: 'Windchill Update Common Properties',
+  description: "Update a document's Name, Number, and other common properties",
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description:
+        'WT.Document OID, for example OR:wt.doc.WTDocument:48796581. The document must not be checked out.',
+    },
+    commonProperties: {
+      type: 'json',
+      required: true,
+      visibility: 'user-or-llm',
+      description:
+        'Common properties as a JSON object, for example {"Name":"New name","Number":"NEW-001"}. Enumerated properties take a value/display pair.',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_update_common_properties', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_update_common_properties', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/update_document.ts b/apps/sim/tools/windchill/update_document.ts
new file mode 100644
index 00000000000..1d096d4cce1
--- /dev/null
+++ b/apps/sim/tools/windchill/update_document.ts
@@ -0,0 +1,61 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUpdateDocumentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_update_document',
+  name: 'Windchill Update Document',
+  description: "Update one document's editable attributes",
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    attributes: {
+      type: 'json',
+      required: true,
+      visibility: 'user-or-llm',
+      description:
+        'Editable attributes as a JSON object. Name, Number, and Organization require the Update Common Properties operation and are not supported here.',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_update_document', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_update_document', response),
+  outputs: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/update_document_security_labels.ts b/apps/sim/tools/windchill/update_document_security_labels.ts
new file mode 100644
index 00000000000..99841e26c60
--- /dev/null
+++ b/apps/sim/tools/windchill/update_document_security_labels.ts
@@ -0,0 +1,58 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUpdateDocumentSecurityLabelsTool: ToolConfig<
+  WindchillParams,
+  WindchillResponse
+> = {
+  id: 'windchill_update_document_security_labels',
+  name: 'Windchill Update Document Security Labels',
+  description: 'Update installed security-label attributes for one or more documents',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    securityLabelUpdates: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Array of document IDs and installed security-label values',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) =>
+      buildWindchillInternalBody('windchill_update_document_security_labels', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_update_document_security_labels', response),
+  outputs: WINDCHILL_BULK_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/update_documents.ts b/apps/sim/tools/windchill/update_documents.ts
new file mode 100644
index 00000000000..2dfe5e1375d
--- /dev/null
+++ b/apps/sim/tools/windchill/update_documents.ts
@@ -0,0 +1,55 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUpdateDocumentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_update_documents',
+  name: 'Windchill Update Documents',
+  description: "Update several documents' editable attributes in one atomic request",
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documents: {
+      type: 'array',
+      required: true,
+      visibility: 'user-or-llm',
+      description:
+        'Document updates as a JSON array; each item requires id and the editable attributes to set. Name, Number, and Organization are not supported.',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_update_documents', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_update_documents', response),
+  outputs: WINDCHILL_BULK_MUTATION_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/upload_attachments.ts b/apps/sim/tools/windchill/upload_attachments.ts
new file mode 100644
index 00000000000..41cfe582c61
--- /dev/null
+++ b/apps/sim/tools/windchill/upload_attachments.ts
@@ -0,0 +1,60 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_UPLOAD_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUploadAttachmentsTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_upload_attachments',
+  name: 'Windchill Upload Attachments',
+  description: 'Upload one or more files as document attachments',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    attachmentFiles: {
+      type: 'file[]',
+      required: true,
+      visibility: 'user-only',
+      description: 'Attachment files to upload',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_upload_attachments', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_upload_attachments', response),
+  outputs: WINDCHILL_UPLOAD_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/upload_primary_content.ts b/apps/sim/tools/windchill/upload_primary_content.ts
new file mode 100644
index 00000000000..3cc37dc8263
--- /dev/null
+++ b/apps/sim/tools/windchill/upload_primary_content.ts
@@ -0,0 +1,60 @@
+import type { ToolConfig } from '@/tools/types'
+import {
+  WINDCHILL_UPLOAD_OUTPUTS,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  transformWindchillInternalResponse,
+} from '@/tools/windchill/utils'
+
+export const windchillUploadPrimaryContentTool: ToolConfig<WindchillParams, WindchillResponse> = {
+  id: 'windchill_upload_primary_content',
+  name: 'Windchill Upload Primary Content',
+  description: 'Upload a primary-content file to a document that has none',
+  version: '1.0.0',
+  params: {
+    baseUrl: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description:
+        'Complete WRS 2.7 versioned service root using Basic authentication, for example https://host/Windchill/servlet/odata/v6',
+    },
+    username: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account username',
+    },
+    password: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Windchill service-account password',
+    },
+    documentOid: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'WT.Document OID, for example OR:wt.doc.WTDocument:48796581',
+    },
+    primaryFile: {
+      type: 'file',
+      required: true,
+      visibility: 'user-only',
+      description: 'Primary content file to upload',
+    },
+  },
+  request: {
+    url: '/api/tools/windchill',
+    method: 'POST',
+    headers: () => ({ 'Content-Type': 'application/json' }),
+    body: (params) => buildWindchillInternalBody('windchill_upload_primary_content', params),
+    internalAuth: 'executor_delegation',
+  },
+  transformResponse: (response) =>
+    transformWindchillInternalResponse('windchill_upload_primary_content', response),
+  outputs: WINDCHILL_UPLOAD_OUTPUTS,
+}
diff --git a/apps/sim/tools/windchill/utils.server.ts b/apps/sim/tools/windchill/utils.server.ts
new file mode 100644
index 00000000000..4584cdea705
--- /dev/null
+++ b/apps/sim/tools/windchill/utils.server.ts
@@ -0,0 +1,448 @@
+import { generateShortId } from '@sim/utils/id'
+import { isRecordLike } from '@sim/utils/object'
+import {
+  MAX_JSON_API_RESPONSE_BYTES,
+  type SecureFetchResponse,
+  secureFetchWithValidation,
+} from '@/lib/core/security/input-validation.server'
+import type { WindchillParams } from '@/tools/windchill/types'
+import {
+  createBasicAuthHeader,
+  encodeWindchillOid,
+  normalizeServiceRoot,
+  sanitizeWindchillError,
+} from '@/tools/windchill/utils'
+
+const WINDCHILL_CONTROL_RESPONSE_BYTES = 2 * 1024 * 1024
+const WINDCHILL_TIMEOUT_MS = 60_000
+
+interface WindchillSession {
+  nonceHeader: string
+  nonceValue: string
+  cookie: string | null
+}
+
+export interface WindchillUploadFile {
+  name: string
+  mimeType: string
+  size: number
+  buffer: Buffer
+}
+
+export class WindchillProviderError extends Error {
+  constructor(
+    message: string,
+    readonly status: number
+  ) {
+    super(message)
+    this.name = 'WindchillProviderError'
+  }
+}
+
+function cookieHeader(response: SecureFetchResponse): string | null {
+  const cookies = response.headers
+    .getSetCookie()
+    .map((cookie) => cookie.split(';', 1)[0]?.trim())
+    .filter((cookie): cookie is string => Boolean(cookie))
+  return cookies.length > 0 ? cookies.join('; ') : null
+}
+
+async function responseBody(
+  response: SecureFetchResponse
+): Promise<{ data: unknown; invalidJson: boolean }> {
+  const text = await response.text()
+  if (!text.trim()) return { data: null, invalidJson: false }
+  try {
+    return { data: JSON.parse(text) as unknown, invalidJson: false }
+  } catch {
+    return { data: text, invalidJson: true }
+  }
+}
+
+function providerMessage(data: unknown, response: SecureFetchResponse): string {
+  if (typeof data === 'string' && data.trim()) return data.trim()
+  if (isRecordLike(data)) {
+    if (typeof data.message === 'string' && data.message.trim()) return data.message.trim()
+    if (isRecordLike(data.error)) {
+      if (typeof data.error.message === 'string' && data.error.message.trim()) {
+        return data.error.message.trim()
+      }
+      if (
+        isRecordLike(data.error.message) &&
+        typeof data.error.message.value === 'string' &&
+        data.error.message.value.trim()
+      ) {
+        return data.error.message.value.trim()
+      }
+    }
+  }
+  return `Windchill request failed with status ${response.status}`
+}
+
+async function checkedBody(response: SecureFetchResponse): Promise<unknown> {
+  const { data, invalidJson } = await responseBody(response)
+  if (!response.ok) {
+    throw new WindchillProviderError(
+      sanitizeWindchillError(providerMessage(data, response)),
+      response.status
+    )
+  }
+  if (invalidJson) {
+    throw new WindchillProviderError(
+      `Windchill returned invalid JSON with status ${response.status}`,
+      502
+    )
+  }
+  return data
+}
+
+function ptcRoot(baseUrl: string): string {
+  return normalizeServiceRoot(baseUrl).replace(/\/v\d+$/i, '')
+}
+
+export function windchillDocumentUrl(baseUrl: string, documentOid: string): string {
+  return `${normalizeServiceRoot(baseUrl)}/DocMgmt/Documents('${encodeWindchillOid(documentOid)}')`
+}
+
+export async function createWindchillSession(
+  params: Pick<WindchillParams, 'baseUrl' | 'username' | 'password'>,
+  signal?: AbortSignal
+): Promise<WindchillSession> {
+  const response = await secureFetchWithValidation(
+    `${ptcRoot(params.baseUrl)}/PTC/GetCSRFToken()`,
+    {
+      method: 'GET',
+      headers: {
+        Authorization: createBasicAuthHeader(params.username, params.password),
+        Accept: 'application/json',
+      },
+      maxRedirects: 0,
+      maxResponseBytes: WINDCHILL_CONTROL_RESPONSE_BYTES,
+      timeout: WINDCHILL_TIMEOUT_MS,
+      signal,
+    },
+    'baseUrl'
+  )
+  const data = await checkedBody(response)
+  if (!isRecordLike(data)) {
+    throw new WindchillProviderError('Windchill returned an invalid CSRF response', 502)
+  }
+  const nonceHeader = data.NonceKey
+  const nonceValue = data.NonceValue
+  if (
+    typeof nonceHeader !== 'string' ||
+    !/^[A-Za-z0-9_-]{1,128}$/.test(nonceHeader) ||
+    typeof nonceValue !== 'string' ||
+    nonceValue.length === 0 ||
+    nonceValue.length > 8192
+  ) {
+    throw new WindchillProviderError('Windchill returned an invalid CSRF token', 502)
+  }
+  return { nonceHeader, nonceValue, cookie: cookieHeader(response) }
+}
+
+export async function windchillMutationRequest({
+  params,
+  session,
+  url,
+  method,
+  body,
+  signal,
+}: {
+  params: Pick<WindchillParams, 'username' | 'password'>
+  session: WindchillSession
+  url: string
+  method: 'POST' | 'PUT' | 'PATCH' | 'DELETE'
+  body?: unknown
+  signal?: AbortSignal
+}): Promise<unknown> {
+  const headers: Record<string, string> = {
+    Authorization: createBasicAuthHeader(params.username, params.password),
+    Accept: 'application/json',
+    [session.nonceHeader]: session.nonceValue,
+  }
+  if (body !== undefined) headers['Content-Type'] = 'application/json'
+  if (session.cookie) headers.Cookie = session.cookie
+
+  const response = await secureFetchWithValidation(
+    url,
+    {
+      method,
+      headers,
+      body: body === undefined ? undefined : JSON.stringify(body),
+      maxRedirects: 0,
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
+      timeout: WINDCHILL_TIMEOUT_MS,
+      signal,
+    },
+    'baseUrl'
+  )
+  return checkedBody(response)
+}
+
+function stageOneDescriptor(data: unknown): {
+  replicaUrl: string
+  masterUrl: string
+  streamIds: Array<string | number>
+  fileNames: Array<string | number>
+} {
+  const descriptor = isRecordLike(data) && Array.isArray(data.value) ? data.value[0] : null
+  if (!isRecordLike(descriptor)) {
+    throw new WindchillProviderError('Windchill upload Stage 1 returned no cache descriptor', 502)
+  }
+  if (
+    typeof descriptor.ReplicaUrl !== 'string' ||
+    typeof descriptor.MasterUrl !== 'string' ||
+    !Array.isArray(descriptor.StreamIds) ||
+    !Array.isArray(descriptor.FileNames)
+  ) {
+    throw new WindchillProviderError(
+      'Windchill upload Stage 1 returned an invalid cache descriptor',
+      502
+    )
+  }
+  if (descriptor.StreamIds.length !== descriptor.FileNames.length) {
+    throw new WindchillProviderError(
+      'Windchill upload Stage 1 returned mismatched file identifiers',
+      502
+    )
+  }
+  return {
+    replicaUrl: descriptor.ReplicaUrl,
+    masterUrl: descriptor.MasterUrl,
+    streamIds: descriptor.StreamIds.filter(
+      (value): value is string | number => typeof value === 'string' || typeof value === 'number'
+    ),
+    fileNames: descriptor.FileNames.filter(
+      (value): value is string | number => typeof value === 'string' || typeof value === 'number'
+    ),
+  }
+}
+
+function multipartBody(
+  descriptor: ReturnType<typeof stageOneDescriptor>,
+  files: WindchillUploadFile[]
+): { contentType: string; body: Buffer } {
+  if (
+    descriptor.streamIds.length !== files.length ||
+    descriptor.fileNames.length !== files.length
+  ) {
+    throw new WindchillProviderError('Windchill upload Stage 1 returned the wrong file count', 502)
+  }
+  const boundary = `sim-windchill-${generateShortId()}`
+  const chunks: Buffer[] = []
+  const appendField = (name: string, value: string) => {
+    chunks.push(
+      Buffer.from(
+        `--${boundary}\r\nContent-Disposition: form-data; name="${name}"\r\n\r\n${value}\r\n`
+      )
+    )
+  }
+  appendField('Master_URL', descriptor.masterUrl)
+  appendField(
+    'CacheDescriptor_array',
+    descriptor.streamIds
+      .map(
+        (streamId, index) =>
+          `${streamId}:${descriptor.fileNames[index]}:${streamId}:${files[index].size};`
+      )
+      .join(' ')
+  )
+  files.forEach((file, index) => {
+    chunks.push(
+      Buffer.from(
+        `--${boundary}\r\nContent-Disposition: form-data; name="${descriptor.streamIds[index]}"; filename="${file.name.replace(/["\r\n]/g, '_')}"\r\nContent-Type: ${file.mimeType}\r\n\r\n`
+      ),
+      file.buffer,
+      Buffer.from('\r\n')
+    )
+  })
+  chunks.push(Buffer.from(`--${boundary}--\r\n`))
+  return { contentType: `multipart/form-data; boundary=${boundary}`, body: Buffer.concat(chunks) }
+}
+
+function stageTwoContent(data: unknown): Array<{
+  streamId: string | number
+  fileSize: number
+  encodedInfo: string
+}> {
+  if (!isRecordLike(data) || !Array.isArray(data.contentInfos)) {
+    throw new WindchillProviderError('Windchill upload Stage 2 returned invalid content info', 502)
+  }
+  return data.contentInfos.map((item) => {
+    if (
+      !isRecordLike(item) ||
+      (typeof item.streamId !== 'string' && typeof item.streamId !== 'number') ||
+      typeof item.fileSize !== 'number' ||
+      typeof item.encodedInfo !== 'string'
+    ) {
+      throw new WindchillProviderError(
+        'Windchill upload Stage 2 returned invalid content info',
+        502
+      )
+    }
+    return { streamId: item.streamId, fileSize: item.fileSize, encodedInfo: item.encodedInfo }
+  })
+}
+
+export async function uploadWindchillContent({
+  params,
+  documentOid,
+  files,
+  primaryContent,
+  signal,
+}: {
+  params: Pick<WindchillParams, 'baseUrl' | 'username' | 'password'>
+  documentOid: string
+  files: WindchillUploadFile[]
+  primaryContent: boolean
+  signal?: AbortSignal
+}): Promise<string[]> {
+  const session = await createWindchillSession(params, signal)
+  const documentUrl = windchillDocumentUrl(params.baseUrl, documentOid)
+  const stageOne = await windchillMutationRequest({
+    params,
+    session,
+    url: `${documentUrl}/PTC.DocMgmt.UploadStage1Action`,
+    method: 'POST',
+    body: { NoOfFiles: files.length },
+    signal,
+  })
+  const descriptor = stageOneDescriptor(stageOne)
+  const multipart = multipartBody(descriptor, files)
+  const stageTwoResponse = await secureFetchWithValidation(
+    descriptor.replicaUrl,
+    {
+      method: 'POST',
+      headers: { 'Content-Type': multipart.contentType, Accept: 'application/json' },
+      body: multipart.body,
+      maxRedirects: 0,
+      maxResponseBytes: WINDCHILL_CONTROL_RESPONSE_BYTES,
+      timeout: WINDCHILL_TIMEOUT_MS,
+      signal,
+    },
+    'ReplicaUrl'
+  )
+  const uploaded = stageTwoContent(await checkedBody(stageTwoResponse))
+  if (uploaded.length !== files.length) {
+    throw new WindchillProviderError('Windchill upload Stage 2 returned the wrong file count', 502)
+  }
+  const byStreamId = new Map(uploaded.map((item) => [String(item.streamId), item]))
+  const contentInfo = descriptor.streamIds.map((streamId, index) => {
+    const uploadedItem = byStreamId.get(String(streamId))
+    if (!uploadedItem) {
+      throw new WindchillProviderError('Windchill upload Stage 2 omitted a file', 502)
+    }
+    return {
+      StreamId: streamId,
+      EncodedInfo: uploadedItem.encodedInfo,
+      FileName: files[index].name,
+      PrimaryContent: primaryContent,
+      MimeType: files[index].mimeType,
+      FileSize: uploadedItem.fileSize,
+    }
+  })
+  await windchillMutationRequest({
+    params,
+    session,
+    url: `${documentUrl}/PTC.DocMgmt.UploadStage3Action`,
+    method: 'POST',
+    body: { ContentInfo: contentInfo },
+    signal,
+  })
+  return files.map((file) => file.name)
+}
+
+/**
+ * Resolves the signed vault URL that serves a content item's bytes.
+ *
+ * Windchill has no OData media-stream segment for content. The documented path is a typed
+ * navigation to `Content/URL`, which returns a short-lived signed WindchillGW/WindchillAuthGW
+ * download URL on the same origin as the service root.
+ */
+export async function resolveWindchillContentUrl({
+  params,
+  contentPath,
+  signal,
+}: {
+  params: Pick<WindchillParams, 'baseUrl' | 'username' | 'password'>
+  contentPath: string
+  signal?: AbortSignal
+}): Promise<string> {
+  const response = await secureFetchWithValidation(
+    `${contentPath}/PTC.ApplicationData/Content/URL`,
+    {
+      method: 'GET',
+      headers: {
+        Authorization: createBasicAuthHeader(params.username, params.password),
+        Accept: 'application/json',
+      },
+      maxRedirects: 0,
+      maxResponseBytes: WINDCHILL_CONTROL_RESPONSE_BYTES,
+      timeout: WINDCHILL_TIMEOUT_MS,
+      signal,
+    },
+    'baseUrl'
+  )
+  const data = await checkedBody(response)
+  const value = isRecordLike(data) ? data.value : null
+  if (typeof value !== 'string' || value.length === 0) {
+    throw new WindchillProviderError('Windchill did not return a content download URL', 502)
+  }
+
+  const serviceRoot = new URL(normalizeServiceRoot(params.baseUrl))
+  let resolved: URL
+  try {
+    resolved = new URL(value, `${serviceRoot.toString()}/`)
+  } catch {
+    throw new WindchillProviderError('Windchill returned an invalid content download URL', 502)
+  }
+  if (
+    resolved.protocol !== 'https:' ||
+    resolved.origin !== serviceRoot.origin ||
+    resolved.username ||
+    resolved.password ||
+    resolved.hash
+  ) {
+    throw new WindchillProviderError(
+      'Windchill content download URL must remain on the configured HTTPS origin',
+      502
+    )
+  }
+  return resolved.toString()
+}
+
+export async function downloadWindchillContent({
+  params,
+  url,
+  maxBytes,
+  signal,
+}: {
+  params: Pick<WindchillParams, 'username' | 'password'>
+  url: string
+  maxBytes: number
+  signal?: AbortSignal
+}): Promise<{
+  buffer: Buffer
+  contentType: string
+  contentDisposition: string | null
+}> {
+  const response = await secureFetchWithValidation(
+    url,
+    {
+      method: 'GET',
+      headers: { Authorization: createBasicAuthHeader(params.username, params.password) },
+      stripAuthOnRedirect: true,
+      maxResponseBytes: maxBytes,
+      timeout: WINDCHILL_TIMEOUT_MS,
+      signal,
+    },
+    'contentUrl'
+  )
+  if (!response.ok) await checkedBody(response)
+  return {
+    buffer: Buffer.from(await response.arrayBuffer()),
+    contentType: response.headers.get('content-type') || 'application/octet-stream',
+    contentDisposition: response.headers.get('content-disposition'),
+  }
+}
diff --git a/apps/sim/tools/windchill/utils.ts b/apps/sim/tools/windchill/utils.ts
new file mode 100644
index 00000000000..01d9d05fbe9
--- /dev/null
+++ b/apps/sim/tools/windchill/utils.ts
@@ -0,0 +1,562 @@
+import { getErrorMessage } from '@sim/utils/errors'
+import { isRecordLike, omit } from '@sim/utils/object'
+import {
+  type WindchillOperationResponse,
+  windchillOperationResponseSchema,
+} from '@/lib/api/contracts/tools/windchill'
+import { sanitizeUrlForLog } from '@/lib/core/utils/logging'
+import type {
+  WindchillContent,
+  WindchillDocument,
+  WindchillDocumentUsageLink,
+  WindchillOperation,
+  WindchillOutput,
+  WindchillParams,
+  WindchillResponse,
+  WindchillStateTransition,
+} from '@/tools/windchill/types'
+
+/**
+ * Deepest `DocUsageLinks` expansion this integration ever requests, and therefore the deepest
+ * nesting it will normalize. Bounding the walk keeps a pathologically nested provider response
+ * from recursing without limit.
+ */
+const MAX_STRUCTURE_DEPTH = 3
+
+/** Windchill's documented maximum server page size (`Prefer: odata.maxpagesize`). */
+const MAX_PAGE_SIZE = 2000
+
+/** Page size requested when the caller does not choose one. */
+const DEFAULT_PAGE_SIZE = 200
+
+function stringValue(record: Record<string, unknown>, key: string): string | null {
+  return typeof record[key] === 'string' ? record[key] : null
+}
+
+function numberValue(record: Record<string, unknown>, key: string): number | null {
+  const value = record[key]
+  if (typeof value === 'number' && Number.isFinite(value)) return value
+  if (typeof value === 'string' && value.trim() !== '') {
+    const parsed = Number(value)
+    return Number.isFinite(parsed) ? parsed : null
+  }
+  return null
+}
+
+function booleanValue(record: Record<string, unknown>, key: string): boolean | null {
+  return typeof record[key] === 'boolean' ? record[key] : null
+}
+
+const DOCUMENT_RESPONSE_PROPERTIES = [
+  'ID',
+  'Name',
+  'Number',
+  'Title',
+  'Description',
+  'State',
+  'VersionID',
+  'Revision',
+  'Version',
+  'Latest',
+  'CheckoutState',
+  'FolderName',
+  'FolderLocation',
+] as const
+
+const CONTENT_RESPONSE_PROPERTIES = [
+  'ID',
+  'FileName',
+  'Description',
+  'Format',
+  'MimeType',
+  'FileSize',
+  '@odata.type',
+  'DisplayName',
+  'UrlLocation',
+  'ExternalLocation',
+] as const
+
+function hasResponseProperty(
+  value: Record<string, unknown>,
+  properties: readonly string[]
+): boolean {
+  return properties.some((property) => Object.hasOwn(value, property))
+}
+
+export function normalizeWindchillDocument(value: unknown): WindchillDocument | null {
+  if (!isRecordLike(value) || !hasResponseProperty(value, DOCUMENT_RESPONSE_PROPERTIES)) return null
+  const state = value.State
+  return {
+    id: stringValue(value, 'ID'),
+    name: stringValue(value, 'Name'),
+    number: stringValue(value, 'Number'),
+    title: stringValue(value, 'Title'),
+    description: stringValue(value, 'Description'),
+    state:
+      (isRecordLike(state) ? stringValue(state, 'Value') : null) ?? stringValue(value, 'State'),
+    stateDisplay: isRecordLike(state) ? stringValue(state, 'Display') : null,
+    versionId: stringValue(value, 'VersionID'),
+    revision: stringValue(value, 'Revision'),
+    version: stringValue(value, 'Version'),
+    latest: booleanValue(value, 'Latest'),
+    checkoutState: stringValue(value, 'CheckoutState'),
+    folderName: stringValue(value, 'FolderName'),
+    folderLocation: stringValue(value, 'FolderLocation'),
+  }
+}
+
+export function normalizeWindchillContent(value: unknown): WindchillContent | null {
+  if (!isRecordLike(value) || !hasResponseProperty(value, CONTENT_RESPONSE_PROPERTIES)) return null
+  return {
+    id: stringValue(value, 'ID'),
+    fileName: stringValue(value, 'FileName'),
+    description: stringValue(value, 'Description'),
+    format: stringValue(value, 'Format'),
+    mimeType: stringValue(value, 'MimeType'),
+    fileSize: numberValue(value, 'FileSize'),
+    contentType: stringValue(value, '@odata.type'),
+    displayName: stringValue(value, 'DisplayName'),
+    urlLocation: stringValue(value, 'UrlLocation'),
+    externalLocation: stringValue(value, 'ExternalLocation'),
+  }
+}
+
+/**
+ * Redacts this integration's own transport credentials out of an error string.
+ *
+ * Targets exactly three artifacts Sim itself puts on the wire: the `Basic` header built by
+ * {@link createBasicAuthHeader}, the CSRF nonce pair from `createWindchillSession`, and the
+ * short-lived signed vault URL from `resolveWindchillContentUrl`, whose bearer token lives in the
+ * query string. None of these can reach the shared resolved-secret registry — it matches
+ * `{{...}}`-resolved plaintext, never a base64 derivative or a provider-issued token.
+ *
+ * Applied to error strings only. Successful provider payloads are returned untouched.
+ */
+export function sanitizeWindchillError(message: string): string {
+  return message
+    .replace(/https?:\/\/[^\s"'<>]+/gi, (url) => sanitizeUrlForLog(url, 512))
+    .replace(/\b(?:CSRF_NONCE|NonceValue|NonceKey)\b\s*[:=]\s*\S+/gi, '[redacted nonce]')
+    .replace(/\bBasic\s+[A-Za-z0-9+/=]+/gi, 'Basic [redacted]')
+    .slice(0, 4096)
+}
+
+function collection(value: unknown): unknown[] {
+  if (Array.isArray(value)) return value
+  if (isRecordLike(value) && Array.isArray(value.value)) return value.value
+  return []
+}
+
+function requiredCollection(value: unknown, operation: WindchillOperation): unknown[] {
+  if (Array.isArray(value)) return value
+  if (isRecordLike(value) && Array.isArray(value.value)) return value.value
+  throw new Error(`Windchill returned an incompatible response for ${operation}`)
+}
+
+function requireAllNormalized<T>(
+  values: unknown[],
+  normalize: (value: unknown) => T | null,
+  operation: WindchillOperation
+): T[] {
+  const normalized = values.map(normalize)
+  if (normalized.some((value) => value === null)) {
+    throw new Error(`Windchill returned an incompatible response for ${operation}`)
+  }
+  return normalized as T[]
+}
+
+function normalizeState(value: unknown): WindchillStateTransition | null {
+  if (
+    !isRecordLike(value) ||
+    (!Object.hasOwn(value, 'Value') && !Object.hasOwn(value, 'Display'))
+  ) {
+    return null
+  }
+  return {
+    value: stringValue(value, 'Value'),
+    display: stringValue(value, 'Display'),
+  }
+}
+
+function normalizeUsageLink(
+  value: unknown,
+  parentFallback: WindchillDocument | null = null,
+  depth = 0
+): WindchillDocumentUsageLink | null {
+  if (
+    !isRecordLike(value) ||
+    (!Object.hasOwn(value, 'ID') &&
+      !Object.hasOwn(value, 'DocUsedBy') &&
+      !Object.hasOwn(value, 'DocUses'))
+  ) {
+    return null
+  }
+  const childValue = value.DocUses
+  const child = normalizeWindchillDocument(childValue)
+  const children =
+    isRecordLike(childValue) && depth < MAX_STRUCTURE_DEPTH
+      ? collection(childValue.DocUsageLinks)
+          .map((link) => normalizeUsageLink(link, child, depth + 1))
+          .filter((link): link is WindchillDocumentUsageLink => link !== null)
+      : []
+  return {
+    id: stringValue(value, 'ID'),
+    parent: normalizeWindchillDocument(value.DocUsedBy) ?? parentFallback,
+    child,
+    children,
+  }
+}
+
+export function normalizeWindchillDocuments(value: unknown): WindchillDocument[] {
+  return collection(value)
+    .map(normalizeWindchillDocument)
+    .filter((document): document is WindchillDocument => document !== null)
+}
+
+export function windchillPageInfo(value: unknown, pageCount: number) {
+  const record = isRecordLike(value) ? value : {}
+  return {
+    count: pageCount,
+    totalCount: numberValue(record, '@odata.count'),
+    nextLink: stringValue(record, '@odata.nextLink'),
+  }
+}
+
+export function normalizeServiceRoot(baseUrl: string): string {
+  const trimmed = baseUrl.trim().replace(/\/+$/, '')
+  const parsed = new URL(trimmed)
+  if (parsed.protocol !== 'https:') throw new Error('Windchill base URL must use HTTPS')
+  if (parsed.username || parsed.password || parsed.search || parsed.hash) {
+    throw new Error('Windchill base URL must not include credentials, query parameters, or a hash')
+  }
+  if (!/\/servlet\/odata\/v\d+$/i.test(parsed.pathname)) {
+    throw new Error('Windchill base URL must end with a versioned /servlet/odata/vN path')
+  }
+  return parsed.toString().replace(/\/$/, '')
+}
+
+export function createBasicAuthHeader(username: string, password: string): string {
+  return `Basic ${Buffer.from(`${username}:${password}`).toString('base64')}`
+}
+
+export function encodeWindchillOid(oid: string): string {
+  const trimmed = oid.trim()
+  if (!/^[A-Za-z0-9_.:-]+$/.test(trimmed)) {
+    throw new Error('Windchill OID contains unsupported characters')
+  }
+  return encodeURIComponent(trimmed)
+}
+
+function documentPath(baseUrl: string, oid: string): string {
+  return `${normalizeServiceRoot(baseUrl)}/DocMgmt/Documents('${encodeWindchillOid(oid)}')`
+}
+
+function decodedPathname(pathname: string): string {
+  try {
+    return decodeURIComponent(pathname)
+  } catch {
+    return pathname
+  }
+}
+
+export function resolveWindchillNextLink(
+  baseUrl: string,
+  nextLink: string,
+  expectedCollectionUrl: string
+): string {
+  const serviceRoot = new URL(normalizeServiceRoot(baseUrl))
+  const resolved = new URL(nextLink, `${serviceRoot.toString()}/`)
+  const expected = new URL(expectedCollectionUrl)
+  if (
+    resolved.protocol !== 'https:' ||
+    resolved.origin !== serviceRoot.origin ||
+    resolved.username ||
+    resolved.password ||
+    resolved.hash
+  ) {
+    throw new Error('Windchill nextLink must remain on the configured HTTPS origin')
+  }
+  if (
+    expected.origin !== serviceRoot.origin ||
+    decodedPathname(resolved.pathname) !== decodedPathname(expected.pathname)
+  ) {
+    throw new Error('Windchill nextLink must continue the originating collection')
+  }
+  return resolved.toString()
+}
+
+function structureExpand(depth: number): string {
+  let child = 'DocUses'
+  for (let level = 1; level < depth; level += 1) {
+    child = `DocUses($expand=DocUsageLinks($expand=${child}))`
+  }
+  return `DocUsedBy,${child}`
+}
+
+/**
+ * Serializes a built OData URL.
+ *
+ * `URLSearchParams` uses the form-urlencoded serializer, which writes a space as `+`. OData
+ * readers percent-decode but never form-decode, so `$orderby=Name desc` would reach Windchill as
+ * the literal `Name+desc`. Re-encoding the query's `+` as `%20` keeps multi-token `$filter` and
+ * `$orderby` expressions intact.
+ */
+function serializeODataUrl(url: URL): string {
+  if (!url.search) return url.toString()
+  return `${url.origin}${url.pathname}${url.search.replace(/\+/g, '%20')}`
+}
+
+/** Treats a cleared subblock (`''`) exactly like an absent one. */
+function isBlank(value: unknown): boolean {
+  return value === undefined || value === null || value === ''
+}
+
+function integerInRange(value: number, field: string, minimum: number, maximum?: number): number {
+  if (!Number.isInteger(value) || value < minimum || (maximum !== undefined && value > maximum)) {
+    const range =
+      maximum === undefined ? `at least ${minimum}` : `between ${minimum} and ${maximum}`
+    throw new Error(`Windchill ${field} must be an integer ${range}`)
+  }
+  return value
+}
+
+const DOCUMENT_SELECT_PROPERTIES = new Set([
+  'ID',
+  'Name',
+  'Number',
+  'Title',
+  'Description',
+  'State',
+  'VersionID',
+  'Revision',
+  'Version',
+  'Latest',
+  'CheckoutState',
+  'FolderName',
+  'FolderLocation',
+])
+
+function normalizedSelect(select: string): string {
+  const properties = select
+    .split(',')
+    .map((property) => property.trim())
+    .filter(Boolean)
+  if (
+    properties.length === 0 ||
+    properties.some((property) => !DOCUMENT_SELECT_PROPERTIES.has(property))
+  ) {
+    throw new Error(
+      `Windchill select supports only normalized document properties: ${[...DOCUMENT_SELECT_PROPERTIES].join(', ')}`
+    )
+  }
+  return [...new Set(properties)].join(',')
+}
+
+export function buildWindchillReadUrl(
+  operation: WindchillOperation,
+  params: WindchillParams
+): string {
+  const root = normalizeServiceRoot(params.baseUrl)
+  if (operation === 'windchill_list_documents') {
+    const url = new URL(`${root}/DocMgmt/Documents`)
+    if (params.nextLink) return resolveWindchillNextLink(root, params.nextLink, url.toString())
+    if (params.select) url.searchParams.set('$select', normalizedSelect(params.select))
+    if (params.filter) url.searchParams.set('$filter', params.filter.trim())
+    if (params.orderBy) url.searchParams.set('$orderby', params.orderBy.trim())
+    if (!isBlank(params.top)) {
+      url.searchParams.set(
+        '$top',
+        String(integerInRange(params.top as number, 'top', 1, MAX_PAGE_SIZE))
+      )
+    }
+    if (!isBlank(params.skip)) {
+      url.searchParams.set('$skip', String(integerInRange(params.skip as number, 'skip', 0)))
+    }
+    if (!isBlank(params.count)) url.searchParams.set('$count', String(params.count))
+    if (!isBlank(params.latestVersion)) {
+      url.searchParams.set('ptc.search.latestversion', String(params.latestVersion))
+    }
+    return serializeODataUrl(url)
+  }
+
+  if (!params.documentOid) throw new Error('Document OID is required')
+  const path = documentPath(root, params.documentOid)
+  if (operation === 'windchill_get_document') {
+    const url = new URL(path)
+    if (params.select) url.searchParams.set('$select', normalizedSelect(params.select))
+    return serializeODataUrl(url)
+  }
+  if (operation === 'windchill_get_document_structure') {
+    const depth = integerInRange(
+      isBlank(params.structureDepth) ? 1 : (params.structureDepth as number),
+      'structureDepth',
+      1,
+      MAX_STRUCTURE_DEPTH
+    )
+    const url = new URL(`${path}/DocUsageLinks`)
+    if (params.nextLink) return resolveWindchillNextLink(root, params.nextLink, url.toString())
+    url.searchParams.set('$expand', structureExpand(depth))
+    return serializeODataUrl(url)
+  }
+  if (operation === 'windchill_get_valid_state_transitions') {
+    return `${path}/PTC.DocMgmt.GetValidStateTransitions()`
+  }
+  if (operation === 'windchill_get_primary_content') return `${path}/PrimaryContent`
+  if (operation === 'windchill_list_attachments') {
+    const url = `${path}/Attachments`
+    return params.nextLink ? resolveWindchillNextLink(root, params.nextLink, url) : url
+  }
+  throw new Error(`Operation ${operation} is not a direct Windchill read`)
+}
+
+export function normalizeWindchillReadOutput(
+  operation: WindchillOperation,
+  value: unknown
+): WindchillOutput {
+  if (operation === 'windchill_list_documents') {
+    const documents = requireAllNormalized(
+      requiredCollection(value, operation),
+      normalizeWindchillDocument,
+      operation
+    )
+    return { operation, documents, pageInfo: windchillPageInfo(value, documents.length) }
+  }
+  if (operation === 'windchill_get_document') {
+    const document = normalizeWindchillDocument(value)
+    if (!document) throw new Error(`Windchill returned an incompatible response for ${operation}`)
+    return { operation, document }
+  }
+  if (operation === 'windchill_get_document_structure') {
+    const structure = requireAllNormalized(
+      requiredCollection(value, operation),
+      (link) => normalizeUsageLink(link),
+      operation
+    )
+    return { operation, structure, pageInfo: windchillPageInfo(value, structure.length) }
+  }
+  if (operation === 'windchill_get_valid_state_transitions') {
+    const states = requireAllNormalized(
+      requiredCollection(value, operation),
+      normalizeState,
+      operation
+    )
+    return { operation, states }
+  }
+  if (operation === 'windchill_get_primary_content') {
+    const contentValues =
+      Array.isArray(value) || (isRecordLike(value) && Array.isArray(value.value))
+        ? requiredCollection(value, operation)
+        : null
+    if (contentValues?.length === 0) return { operation, content: null }
+    const content = normalizeWindchillContent(contentValues ? contentValues[0] : value)
+    if (!content) throw new Error(`Windchill returned an incompatible response for ${operation}`)
+    return { operation, content }
+  }
+  if (operation === 'windchill_list_attachments') {
+    const attachments = requireAllNormalized(
+      requiredCollection(value, operation),
+      normalizeWindchillContent,
+      operation
+    )
+    return { operation, attachments, pageInfo: windchillPageInfo(value, attachments.length) }
+  }
+  throw new Error(`Operation ${operation} does not have a direct-read response transform`)
+}
+
+/**
+ * Builds the internal-route body.
+ *
+ * Cleared subblocks arrive as `''`. The executor merges the raw block inputs before the block's
+ * own param transform, so a cleared optional field cannot be dropped upstream — strip blanks here,
+ * where every internal-route tool passes through, rather than trusting the caller.
+ */
+export function buildWindchillInternalBody(operation: WindchillOperation, params: WindchillParams) {
+  const supplied = Object.entries(omit(params, ['_context'])).filter(([, value]) => value !== '')
+  return { ...Object.fromEntries(supplied), operation }
+}
+
+function providerError(value: unknown, fallback: string): string {
+  if (!isRecordLike(value)) return fallback
+  if (typeof value.message === 'string') return value.message
+  if (isRecordLike(value.error)) {
+    if (typeof value.error.message === 'string') return value.error.message
+    if (isRecordLike(value.error.message) && typeof value.error.message.value === 'string') {
+      return value.error.message.value
+    }
+  }
+  return fallback
+}
+
+export function windchillReadHeaders(params: WindchillParams) {
+  return {
+    Authorization: createBasicAuthHeader(params.username, params.password),
+    Accept: 'application/json',
+    Prefer: `odata.maxpagesize=${isBlank(params.top) ? DEFAULT_PAGE_SIZE : params.top}`,
+  }
+}
+
+export async function transformWindchillDirectRead(
+  operation: WindchillOperation,
+  response: Response
+): Promise<WindchillResponse> {
+  let data: unknown
+  try {
+    data = await response.json()
+  } catch {
+    if (response.ok) {
+      throw new Error(`Windchill returned invalid JSON with status ${response.status}`)
+    }
+    data = null
+  }
+  if (!response.ok) {
+    throw new Error(
+      sanitizeWindchillError(
+        providerError(data, `Windchill request failed with status ${response.status}`)
+      )
+    )
+  }
+  return { success: true, output: normalizeWindchillReadOutput(operation, data) }
+}
+
+export async function transformWindchillInternalResponse(
+  operation: WindchillOperation,
+  response: Response
+): Promise<WindchillResponse> {
+  try {
+    const data: unknown = await response.json()
+    const parsed = windchillOperationResponseSchema.safeParse(data)
+    if (!parsed.success) {
+      return {
+        success: false,
+        output: { operation },
+        error: 'Windchill route returned an invalid response',
+      }
+    }
+    if (!response.ok || !parsed.data.success) {
+      return {
+        success: false,
+        output: { operation },
+        error:
+          parsed.data.success === false
+            ? sanitizeWindchillError(parsed.data.error)
+            : `Windchill request failed with status ${response.status}`,
+      }
+    }
+    const result: WindchillOperationResponse = parsed.data
+    if (result.output.operation !== operation) {
+      return {
+        success: false,
+        output: { operation },
+        error: 'Windchill route returned a response for a different operation',
+      }
+    }
+    return { success: true, output: result.output }
+  } catch (error) {
+    return {
+      success: false,
+      output: { operation },
+      error: sanitizeWindchillError(
+        getErrorMessage(error, 'Failed to read Windchill route response')
+      ),
+    }
+  }
+}
diff --git a/apps/sim/tools/windchill/windchill.test.ts b/apps/sim/tools/windchill/windchill.test.ts
new file mode 100644
index 00000000000..143cbfafe31
--- /dev/null
+++ b/apps/sim/tools/windchill/windchill.test.ts
@@ -0,0 +1,1053 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { windchillOperationBodySchema } from '@/lib/api/contracts/tools/windchill'
+import { WindchillBlock, WindchillBlockMeta } from '@/blocks/blocks/windchill'
+import type { ToolConfig } from '@/tools/types'
+import * as windchillTools from '@/tools/windchill'
+import {
+  WINDCHILL_AFFECTED_OUTPUTS,
+  WINDCHILL_ATTACHMENTS_OUTPUTS,
+  WINDCHILL_BULK_MUTATION_OUTPUTS,
+  WINDCHILL_DOCUMENT_OUTPUTS,
+  WINDCHILL_FILE_OUTPUTS,
+  WINDCHILL_LIST_DOCUMENTS_OUTPUTS,
+  WINDCHILL_OPERATIONS,
+  WINDCHILL_PRIMARY_CONTENT_OUTPUTS,
+  WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+  WINDCHILL_STATE_OUTPUTS,
+  WINDCHILL_STRUCTURE_OUTPUTS,
+  WINDCHILL_UPLOAD_OUTPUTS,
+  type WindchillOperation,
+  type WindchillParams,
+  type WindchillResponse,
+} from '@/tools/windchill/types'
+import {
+  buildWindchillInternalBody,
+  buildWindchillReadUrl,
+  createBasicAuthHeader,
+  encodeWindchillOid,
+  normalizeServiceRoot,
+  normalizeWindchillReadOutput,
+  resolveWindchillNextLink,
+  sanitizeWindchillError,
+  transformWindchillDirectRead,
+  transformWindchillInternalResponse,
+  windchillReadHeaders,
+} from '@/tools/windchill/utils'
+
+const { mockSecureFetchWithValidation } = vi.hoisted(() => ({
+  mockSecureFetchWithValidation: vi.fn(),
+}))
+
+vi.mock('@/lib/core/security/input-validation.server', () => ({
+  secureFetchWithValidation: mockSecureFetchWithValidation,
+  MAX_JSON_API_RESPONSE_BYTES: 10 * 1024 * 1024,
+}))
+
+import {
+  createWindchillSession,
+  resolveWindchillContentUrl,
+  uploadWindchillContent,
+  windchillMutationRequest,
+} from '@/tools/windchill/utils.server'
+
+const BASE_URL = 'https://windchill.example.com/Windchill/servlet/odata/v6'
+
+/** Mirrors MAX_STRUCTURE_DEPTH: the deepest `DocUsageLinks` expansion the tools ever request. */
+const MAX_EXPANDABLE_DEPTH = 3
+
+function isWindchillTool(value: unknown): value is ToolConfig<WindchillParams, WindchillResponse> {
+  return (
+    typeof value === 'object' &&
+    value !== null &&
+    'id' in value &&
+    typeof value.id === 'string' &&
+    value.id.startsWith('windchill_')
+  )
+}
+
+const WINDCHILL_TOOLS_BY_ID = new Map(
+  Object.values(windchillTools)
+    .filter(isWindchillTool)
+    .map((tool) => [tool.id, tool])
+)
+
+function mockResponse({
+  body,
+  status = 200,
+  cookies = [],
+  contentType = 'application/json',
+  rawBody,
+}: {
+  body?: unknown
+  status?: number
+  cookies?: string[]
+  contentType?: string
+  rawBody?: string
+}) {
+  const headers = new Headers({ 'content-type': contentType })
+  Object.defineProperty(headers, 'getSetCookie', { value: () => cookies })
+  const text = rawBody ?? (body === undefined ? '' : JSON.stringify(body))
+  return {
+    ok: status >= 200 && status < 300,
+    status,
+    statusText: '',
+    headers,
+    body: null,
+    text: async () => text,
+    json: async () => body,
+    arrayBuffer: async () => Buffer.from(text),
+  }
+}
+
+beforeEach(() => {
+  mockSecureFetchWithValidation.mockReset()
+})
+
+describe('Windchill tools', () => {
+  it('defines and builds every registered operation', () => {
+    expect([...WINDCHILL_TOOLS_BY_ID.keys()].sort()).toEqual([...WINDCHILL_OPERATIONS].sort())
+
+    for (const [operation, tool] of WINDCHILL_TOOLS_BY_ID) {
+      expect(tool.id).toBe(operation)
+      expect(tool.params.baseUrl.visibility).toBe('user-only')
+      expect(tool.params.username.visibility).toBe('user-only')
+      expect(tool.params.password.visibility).toBe('user-only')
+
+      if (typeof tool.request.url === 'function') {
+        expect(tool.request.stripAuthOnRedirect).toBe(true)
+      } else {
+        expect(tool.request.url).toBe('/api/tools/windchill')
+        expect(tool.request.internalAuth).toBe('executor_delegation')
+      }
+    }
+  })
+
+  it('gives every required tool param a required, non-advanced input for its operation', () => {
+    const subBlocks = WindchillBlock.subBlocks
+    const ALWAYS_SHOWN = new Set(['baseUrl', 'username', 'password'])
+    const shownFor = (subBlock: (typeof subBlocks)[number], operation: string) => {
+      const condition = subBlock.condition as { value?: unknown } | undefined
+      if (!condition) return true
+      const value = condition.value
+      return Array.isArray(value) ? value.includes(operation) : value === operation
+    }
+
+    for (const [operation, tool] of WINDCHILL_TOOLS_BY_ID) {
+      for (const [name, param] of Object.entries(tool.params)) {
+        if (!param.required || ALWAYS_SHOWN.has(name)) continue
+        const members = subBlocks.filter(
+          (subBlock) =>
+            (subBlock.canonicalParamId ?? subBlock.id) === name && shownFor(subBlock, operation)
+        )
+        expect(
+          members.length,
+          `${operation} has no input for required param ${name}`
+        ).toBeGreaterThan(0)
+        for (const member of members) {
+          expect(member.required, `${operation}.${name} input is not required`).toBeTruthy()
+        }
+      }
+    }
+  })
+
+  it("shows no input an operation's tool cannot accept", () => {
+    const subBlocks = WindchillBlock.subBlocks
+    for (const [operation, tool] of WINDCHILL_TOOLS_BY_ID) {
+      const dead = subBlocks
+        .filter((subBlock) => {
+          if (subBlock.id === 'operation') return false
+          const condition = subBlock.condition as { value?: unknown } | undefined
+          if (!condition) return false
+          const value = condition.value
+          return Array.isArray(value) ? value.includes(operation) : value === operation
+        })
+        .map((subBlock) => subBlock.canonicalParamId ?? subBlock.id)
+        .filter((id) => !(id in tool.params))
+      expect(dead, `${operation} shows inputs its tool ignores`).toEqual([])
+    }
+  })
+
+  it('wires every operation to the outputs family its producer actually emits', () => {
+    const expected: Record<WindchillOperation, unknown> = {
+      windchill_list_documents: WINDCHILL_LIST_DOCUMENTS_OUTPUTS,
+      windchill_get_document: WINDCHILL_DOCUMENT_OUTPUTS,
+      windchill_get_document_structure: WINDCHILL_STRUCTURE_OUTPUTS,
+      windchill_get_valid_state_transitions: WINDCHILL_STATE_OUTPUTS,
+      windchill_get_primary_content: WINDCHILL_PRIMARY_CONTENT_OUTPUTS,
+      windchill_list_attachments: WINDCHILL_ATTACHMENTS_OUTPUTS,
+      windchill_create_document: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_update_document: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_update_common_properties: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_check_out_document: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_check_in_document: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_undo_check_out_document: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_revise_document: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_set_lifecycle_state: WINDCHILL_SINGLE_MUTATION_OUTPUTS,
+      windchill_create_documents: WINDCHILL_BULK_MUTATION_OUTPUTS,
+      windchill_update_documents: WINDCHILL_BULK_MUTATION_OUTPUTS,
+      windchill_check_out_documents: WINDCHILL_BULK_MUTATION_OUTPUTS,
+      windchill_check_in_documents: WINDCHILL_BULK_MUTATION_OUTPUTS,
+      windchill_undo_check_out_documents: WINDCHILL_BULK_MUTATION_OUTPUTS,
+      windchill_revise_documents: WINDCHILL_BULK_MUTATION_OUTPUTS,
+      windchill_update_document_security_labels: WINDCHILL_BULK_MUTATION_OUTPUTS,
+      windchill_delete_document: WINDCHILL_AFFECTED_OUTPUTS,
+      windchill_delete_documents: WINDCHILL_AFFECTED_OUTPUTS,
+      windchill_download_primary_content: WINDCHILL_FILE_OUTPUTS,
+      windchill_download_attachment: WINDCHILL_FILE_OUTPUTS,
+      windchill_upload_primary_content: WINDCHILL_UPLOAD_OUTPUTS,
+      windchill_upload_attachments: WINDCHILL_UPLOAD_OUTPUTS,
+    }
+
+    for (const [operation, tool] of WINDCHILL_TOOLS_BY_ID) {
+      expect(tool.outputs).toBe(expected[operation])
+    }
+  })
+
+  it('stops normalizing document structure at the expandable depth', () => {
+    const link = (depth: number): Record<string, unknown> => ({
+      ID: `link-${depth}`,
+      DocUses: {
+        ID: `doc-${depth}`,
+        Name: `Child ${depth}`,
+        DocUsageLinks: depth >= 6 ? [] : [link(depth + 1)],
+      },
+    })
+
+    const output = normalizeWindchillReadOutput('windchill_get_document_structure', {
+      value: [link(0)],
+    })
+
+    let node = output.structure?.[0]
+    for (let level = 0; level <= MAX_EXPANDABLE_DEPTH; level += 1) {
+      expect(node?.child?.name).toBe(`Child ${level}`)
+      node = node?.children[0]
+    }
+    expect(node).toBeUndefined()
+  })
+
+  it('does not forward caller-supplied execution scope to the internal route', () => {
+    expect(
+      buildWindchillInternalBody('windchill_download_primary_content', {
+        baseUrl: BASE_URL,
+        username: 'user',
+        password: 'not-a-real-password',
+        documentOid: 'OR:wt.doc.WTDocument:1',
+        _context: {
+          workspaceId: 'forged-workspace',
+          workflowId: 'forged-workflow',
+          executionId: 'forged-execution',
+        },
+      })
+    ).toEqual({
+      operation: 'windchill_download_primary_content',
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      documentOid: 'OR:wt.doc.WTDocument:1',
+    })
+  })
+
+  it('normalizes only a complete versioned HTTPS service root', () => {
+    expect(normalizeServiceRoot(`${BASE_URL}/`)).toBe(BASE_URL)
+    expect(() => normalizeServiceRoot('http://windchill.example.com/servlet/odata/v6')).toThrow(
+      'must use HTTPS'
+    )
+    expect(() => normalizeServiceRoot('https://windchill.example.com/servlet/odata')).toThrow(
+      'must end with'
+    )
+    expect(() => normalizeServiceRoot(`${BASE_URL}?token=secret`)).toThrow(
+      'must not include credentials, query parameters, or a hash'
+    )
+  })
+
+  it('builds Basic auth and safely encodes document identifiers', () => {
+    expect(createBasicAuthHeader('windchill-user', 'not-a-real-password')).toBe(
+      `Basic ${Buffer.from('windchill-user:not-a-real-password').toString('base64')}`
+    )
+    expect(encodeWindchillOid('OR:wt.doc.WTDocument:48796581')).toBe(
+      'OR%3Awt.doc.WTDocument%3A48796581'
+    )
+    expect(() => encodeWindchillOid("OR:wt.doc.WTDocument:1' or 1 eq 1")).toThrow(
+      'unsupported characters'
+    )
+  })
+
+  it('builds bounded OData list queries after execution-time coercion', () => {
+    const value = buildWindchillReadUrl('windchill_list_documents', {
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      select: 'ID,Name,State',
+      filter: "State eq 'RELEASED'",
+      orderBy: 'Name asc',
+      top: 50,
+      skip: 10,
+      count: true,
+      latestVersion: true,
+    })
+    const url = new URL(value)
+
+    expect(url.pathname).toBe('/Windchill/servlet/odata/v6/DocMgmt/Documents')
+    expect(url.searchParams.get('$select')).toBe('ID,Name,State')
+    expect(url.searchParams.get('$filter')).toBe("State eq 'RELEASED'")
+    expect(url.searchParams.get('$orderby')).toBe('Name asc')
+    expect(url.searchParams.get('$top')).toBe('50')
+    expect(url.searchParams.get('$skip')).toBe('10')
+    expect(url.searchParams.get('$count')).toBe('true')
+    expect(url.searchParams.get('ptc.search.latestversion')).toBe('true')
+    expect(
+      windchillReadHeaders({
+        baseUrl: BASE_URL,
+        username: 'user',
+        password: 'not-a-real-password',
+        top: 50,
+      }).Prefer
+    ).toBe('odata.maxpagesize=50')
+    expect(() =>
+      buildWindchillReadUrl('windchill_list_documents', {
+        baseUrl: BASE_URL,
+        username: 'user',
+        password: 'not-a-real-password',
+        select: 'ID,Name,ProviderOnlyField',
+      })
+    ).toThrow('select supports only normalized document properties')
+    expect(() =>
+      buildWindchillReadUrl('windchill_list_documents', {
+        baseUrl: BASE_URL,
+        username: 'user',
+        password: 'not-a-real-password',
+        top: 2001,
+      })
+    ).toThrow('top must be an integer between 1 and 2000')
+    for (const bounded of [{ top: 0 }, { top: 1.5 }, { skip: -1 }, { structureDepth: 4 }]) {
+      expect(() =>
+        buildWindchillReadUrl(
+          'structureDepth' in bounded
+            ? 'windchill_get_document_structure'
+            : 'windchill_list_documents',
+          {
+            baseUrl: BASE_URL,
+            username: 'user',
+            password: 'not-a-real-password',
+            documentOid: 'OR:wt.doc.WTDocument:1',
+            ...bounded,
+          }
+        )
+      ).toThrow('must be an integer')
+    }
+  })
+
+  it('sends OData expression spaces as %20 rather than form-encoded plus signs', () => {
+    const value = buildWindchillReadUrl('windchill_list_documents', {
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      filter: "startswith(Name,'Demo') and Latest eq true",
+      orderBy: 'Name desc',
+    })
+
+    expect(value).not.toContain('+')
+    expect(value).toContain('%20and%20')
+    expect(value).toContain('Name%20desc')
+    expect(new URL(value).searchParams.get('$orderby')).toBe('Name desc')
+  })
+
+  it('treats a cleared subblock exactly like an absent one', () => {
+    const cleared = {
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      top: '' as unknown as number,
+      skip: '' as unknown as number,
+      count: '' as unknown as boolean,
+      latestVersion: '' as unknown as boolean,
+    }
+
+    expect(buildWindchillReadUrl('windchill_list_documents', cleared)).toBe(
+      `${BASE_URL}/DocMgmt/Documents`
+    )
+    expect(windchillReadHeaders(cleared).Prefer).toBe('odata.maxpagesize=200')
+    expect(
+      buildWindchillReadUrl('windchill_get_document_structure', {
+        ...cleared,
+        documentOid: 'OR:wt.doc.WTDocument:1',
+        structureDepth: '' as unknown as number,
+      })
+    ).toContain('%24expand=DocUsedBy%2CDocUses')
+    expect(
+      buildWindchillInternalBody('windchill_download_primary_content', {
+        ...cleared,
+        documentOid: 'OR:wt.doc.WTDocument:1',
+        fileName: '',
+      })
+    ).toEqual({
+      operation: 'windchill_download_primary_content',
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      documentOid: 'OR:wt.doc.WTDocument:1',
+    })
+  })
+
+  it('accepts next links only for the originating collection', () => {
+    const next = `${BASE_URL}/DocMgmt/Documents?%24skip=100`
+    expect(resolveWindchillNextLink(BASE_URL, next, `${BASE_URL}/DocMgmt/Documents`)).toBe(next)
+    expect(() =>
+      resolveWindchillNextLink(
+        BASE_URL,
+        'https://attacker.example.com/steal',
+        `${BASE_URL}/DocMgmt/Documents`
+      )
+    ).toThrow('configured HTTPS origin')
+    expect(() =>
+      resolveWindchillNextLink(
+        BASE_URL,
+        `${BASE_URL}/PrincipalMgmt/Users`,
+        `${BASE_URL}/DocMgmt/Documents`
+      )
+    ).toThrow('originating collection')
+
+    expect(() =>
+      buildWindchillReadUrl('windchill_list_documents', {
+        baseUrl: BASE_URL,
+        username: 'user',
+        password: 'not-a-real-password',
+        nextLink: `${BASE_URL}/PrincipalMgmt/Users`,
+      })
+    ).toThrow('originating collection')
+
+    const attachmentNext = `${BASE_URL}/DocMgmt/Documents('${encodeURIComponent(
+      'OR:wt.doc.WTDocument:1'
+    )}')/Attachments?%24skiptoken=25`
+    expect(
+      buildWindchillReadUrl('windchill_list_attachments', {
+        baseUrl: BASE_URL,
+        username: 'user',
+        password: 'not-a-real-password',
+        documentOid: 'OR:wt.doc.WTDocument:1',
+        nextLink: attachmentNext,
+      })
+    ).toBe(attachmentNext)
+
+    const structureNext = `${BASE_URL}/DocMgmt/Documents('${encodeURIComponent(
+      'OR:wt.doc.WTDocument:1'
+    )}')/DocUsageLinks?%24skiptoken=25`
+    expect(
+      buildWindchillReadUrl('windchill_get_document_structure', {
+        baseUrl: BASE_URL,
+        username: 'user',
+        password: 'not-a-real-password',
+        documentOid: 'OR:wt.doc.WTDocument:1',
+        nextLink: structureNext,
+      })
+    ).toBe(structureNext)
+  })
+
+  it('normalizes documented document fields and pagination', () => {
+    expect(
+      normalizeWindchillReadOutput('windchill_list_documents', {
+        '@odata.count': 2,
+        '@odata.nextLink': `${BASE_URL}/DocMgmt/Documents?%24skip=2`,
+        value: [
+          {
+            ID: 'OR:wt.doc.WTDocument:1',
+            Name: 'Specification',
+            Number: 'DOC-001',
+            State: { Value: 'RELEASED', Display: 'Released' },
+            VersionID: 'A',
+            Version: 'A.2',
+            Latest: true,
+            UnexpectedProviderField: 'not projected',
+          },
+          { ID: 'OR:wt.doc.WTDocument:2', Name: 'Drawing' },
+        ],
+      })
+    ).toEqual({
+      operation: 'windchill_list_documents',
+      documents: [
+        {
+          id: 'OR:wt.doc.WTDocument:1',
+          name: 'Specification',
+          number: 'DOC-001',
+          title: null,
+          description: null,
+          state: 'RELEASED',
+          stateDisplay: 'Released',
+          versionId: 'A',
+          revision: null,
+          version: 'A.2',
+          latest: true,
+          checkoutState: null,
+          folderName: null,
+          folderLocation: null,
+        },
+        {
+          id: 'OR:wt.doc.WTDocument:2',
+          name: 'Drawing',
+          number: null,
+          title: null,
+          description: null,
+          state: null,
+          stateDisplay: null,
+          versionId: null,
+          revision: null,
+          version: null,
+          latest: null,
+          checkoutState: null,
+          folderName: null,
+          folderLocation: null,
+        },
+      ],
+      pageInfo: {
+        count: 2,
+        totalCount: 2,
+        nextLink: `${BASE_URL}/DocMgmt/Documents?%24skip=2`,
+      },
+    })
+  })
+
+  it('normalizes structure, lifecycle, and content response shapes', () => {
+    expect(
+      normalizeWindchillReadOutput('windchill_get_document_structure', {
+        '@odata.nextLink': `${BASE_URL}/DocMgmt/Documents('${encodeURIComponent(
+          'OR:wt.doc.WTDocument:1'
+        )}')/DocUsageLinks?%24skiptoken=25`,
+        value: [
+          {
+            ID: 'OR:wt.doc.WTDocumentUsageLink:1',
+            DocUsedBy: { ID: 'OR:wt.doc.WTDocument:1', Name: 'Parent' },
+            DocUses: {
+              ID: 'OR:wt.doc.WTDocument:2',
+              Name: 'Child',
+              DocUsageLinks: [
+                {
+                  ID: 'OR:wt.doc.WTDocumentUsageLink:2',
+                  DocUses: { ID: 'OR:wt.doc.WTDocument:3', Name: 'Grandchild' },
+                },
+              ],
+            },
+          },
+        ],
+      }).structure?.[0]
+    ).toMatchObject({
+      id: 'OR:wt.doc.WTDocumentUsageLink:1',
+      parent: { id: 'OR:wt.doc.WTDocument:1', name: 'Parent' },
+      child: { id: 'OR:wt.doc.WTDocument:2', name: 'Child' },
+      children: [
+        {
+          id: 'OR:wt.doc.WTDocumentUsageLink:2',
+          parent: { id: 'OR:wt.doc.WTDocument:2', name: 'Child' },
+          child: { id: 'OR:wt.doc.WTDocument:3', name: 'Grandchild' },
+          children: [],
+        },
+      ],
+    })
+
+    expect(
+      normalizeWindchillReadOutput('windchill_get_document_structure', {
+        '@odata.nextLink': `${BASE_URL}/DocMgmt/Documents('${encodeURIComponent(
+          'OR:wt.doc.WTDocument:1'
+        )}')/DocUsageLinks?%24skiptoken=25`,
+        value: [{ ID: 'OR:wt.doc.WTDocumentUsageLink:1' }],
+      }).pageInfo
+    ).toEqual({
+      count: 1,
+      totalCount: null,
+      nextLink: `${BASE_URL}/DocMgmt/Documents('${encodeURIComponent(
+        'OR:wt.doc.WTDocument:1'
+      )}')/DocUsageLinks?%24skiptoken=25`,
+    })
+
+    expect(
+      normalizeWindchillReadOutput('windchill_get_valid_state_transitions', {
+        value: [{ Value: 'RELEASED', Display: 'Released' }],
+      }).states
+    ).toEqual([{ value: 'RELEASED', display: 'Released' }])
+
+    expect(
+      normalizeWindchillReadOutput('windchill_list_attachments', {
+        '@odata.count': 2,
+        '@odata.nextLink': `${BASE_URL}/DocMgmt/Documents('${encodeURIComponent(
+          'OR:wt.doc.WTDocument:1'
+        )}')/Attachments?%24skiptoken=2`,
+        value: [
+          {
+            ID: 'OR:wt.content.ApplicationData:1',
+            FileName: 'drawing.pdf',
+            MimeType: 'application/pdf',
+            FileSize: '42',
+          },
+          {
+            ID: 'OR:wt.content.URLData:2',
+            '@odata.type': '#PTC.DocMgmt.URLData',
+            DisplayName: 'PTC website',
+            UrlLocation: 'https://www.ptc.com',
+          },
+        ],
+      })
+    ).toEqual({
+      operation: 'windchill_list_attachments',
+      attachments: [
+        {
+          id: 'OR:wt.content.ApplicationData:1',
+          fileName: 'drawing.pdf',
+          description: null,
+          format: null,
+          mimeType: 'application/pdf',
+          fileSize: 42,
+          contentType: null,
+          displayName: null,
+          urlLocation: null,
+          externalLocation: null,
+        },
+        {
+          id: 'OR:wt.content.URLData:2',
+          fileName: null,
+          description: null,
+          format: null,
+          mimeType: null,
+          fileSize: null,
+          contentType: '#PTC.DocMgmt.URLData',
+          displayName: 'PTC website',
+          urlLocation: 'https://www.ptc.com',
+          externalLocation: null,
+        },
+      ],
+      pageInfo: {
+        count: 2,
+        totalCount: 2,
+        nextLink: `${BASE_URL}/DocMgmt/Documents('${encodeURIComponent(
+          'OR:wt.doc.WTDocument:1'
+        )}')/Attachments?%24skiptoken=2`,
+      },
+    })
+  })
+
+  it('rejects malformed JSON from successful direct reads', async () => {
+    await expect(
+      transformWindchillDirectRead(
+        'windchill_get_document',
+        new Response('<html>not json</html>', { status: 200 })
+      )
+    ).rejects.toThrow('Windchill returned invalid JSON with status 200')
+  })
+
+  it('rejects valid JSON that does not match the selected WRS operation', async () => {
+    expect(() =>
+      normalizeWindchillReadOutput('windchill_list_documents', { unexpected: true })
+    ).toThrow('incompatible response')
+    expect(() =>
+      normalizeWindchillReadOutput('windchill_get_document', { unexpected: true })
+    ).toThrow('incompatible response')
+
+    await expect(
+      transformWindchillDirectRead(
+        'windchill_list_attachments',
+        new Response(JSON.stringify({ unexpected: true }), {
+          status: 200,
+          headers: { 'Content-Type': 'application/json' },
+        })
+      )
+    ).rejects.toThrow('incompatible response')
+  })
+
+  it('rejects an internal response for a different operation', async () => {
+    await expect(
+      transformWindchillInternalResponse(
+        'windchill_update_document',
+        new Response(
+          JSON.stringify({
+            success: true,
+            output: {
+              operation: 'windchill_delete_document',
+              affectedIds: ['OR:wt.doc.WTDocument:1'],
+            },
+          }),
+          { status: 200, headers: { 'Content-Type': 'application/json' } }
+        )
+      )
+    ).resolves.toMatchObject({
+      success: false,
+      error: 'Windchill route returned a response for a different operation',
+    })
+  })
+
+  it('accepts bounded complex attributes but rejects common properties on PATCH updates', () => {
+    const common = {
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      operation: 'windchill_update_document' as const,
+      documentOid: 'OR:wt.doc.WTDocument:1',
+    }
+    expect(
+      windchillOperationBodySchema.safeParse({
+        ...common,
+        attributes: {
+          DocClassify: { Namespace: 'com.example', Code: 'DRAWING' },
+          ClassificationAttributes: [{ Name: 'Region', Value: ['US', 'CA'] }],
+        },
+      }).success
+    ).toBe(true)
+
+    const commonProperty = windchillOperationBodySchema.safeParse({
+      ...common,
+      attributes: { Name: 'Renamed document' },
+    })
+    expect(commonProperty.success).toBe(false)
+    if (!commonProperty.success) {
+      expect(commonProperty.error.issues[0]?.message).toContain('Update Common Properties')
+    }
+
+    const viaCommonProperties = windchillOperationBodySchema.safeParse({
+      operation: 'windchill_update_common_properties',
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      documentOid: 'OR:wt.doc.WTDocument:1',
+      commonProperties: { Name: 'Renamed document', Number: 'DOC-001' },
+    })
+    expect(viaCommonProperties.success).toBe(true)
+  })
+
+  it('represents an explicitly empty primary-content collection as null', () => {
+    expect(normalizeWindchillReadOutput('windchill_get_primary_content', { value: [] })).toEqual({
+      operation: 'windchill_get_primary_content',
+      content: null,
+    })
+  })
+
+  it('carries the CSRF nonce and session cookie into a mutation', async () => {
+    mockSecureFetchWithValidation
+      .mockResolvedValueOnce(
+        mockResponse({
+          body: { NonceKey: 'CSRF_NONCE', NonceValue: 'nonce-value' },
+          cookies: ['JSESSIONID=session-value; Path=/; Secure'],
+        })
+      )
+      .mockResolvedValueOnce(mockResponse({ body: { ID: 'OR:wt.doc.WTDocument:1' } }))
+
+    const params = {
+      baseUrl: BASE_URL,
+      username: 'windchill-user',
+      password: 'not-a-real-password',
+    }
+    const session = await createWindchillSession(params)
+    await windchillMutationRequest({
+      params,
+      session,
+      url: `${BASE_URL}/DocMgmt/Documents`,
+      method: 'POST',
+      body: { Name: 'Specification' },
+    })
+
+    expect(mockSecureFetchWithValidation.mock.calls[0][0]).toBe(
+      'https://windchill.example.com/Windchill/servlet/odata/PTC/GetCSRFToken()'
+    )
+    expect(mockSecureFetchWithValidation.mock.calls[1][1]).toMatchObject({
+      method: 'POST',
+      maxRedirects: 0,
+      headers: {
+        Authorization: createBasicAuthHeader('windchill-user', 'not-a-real-password'),
+        Cookie: 'JSESSIONID=session-value',
+        CSRF_NONCE: 'nonce-value',
+        'Content-Type': 'application/json',
+      },
+    })
+  })
+
+  it('uploads content in three stages without sending credentials to ReplicaUrl', async () => {
+    mockSecureFetchWithValidation
+      .mockResolvedValueOnce(
+        mockResponse({ body: { NonceKey: 'CSRF_NONCE', NonceValue: 'nonce-value' } })
+      )
+      .mockResolvedValueOnce(
+        mockResponse({
+          body: {
+            value: [
+              {
+                ReplicaUrl: 'https://replica.example.com/upload/signed',
+                MasterUrl: 'https://windchill.example.com/master',
+                StreamIds: ['stream-1'],
+                FileNames: ['specification.pdf'],
+              },
+            ],
+          },
+        })
+      )
+      .mockResolvedValueOnce(
+        mockResponse({
+          body: {
+            contentInfos: [{ streamId: 'stream-1', fileSize: 3, encodedInfo: 'encoded-info' }],
+          },
+        })
+      )
+      .mockResolvedValueOnce(mockResponse({ body: {} }))
+
+    const names = await uploadWindchillContent({
+      params: {
+        baseUrl: BASE_URL,
+        username: 'windchill-user',
+        password: 'not-a-real-password',
+      },
+      documentOid: 'OR:wt.doc.WTDocument:1',
+      files: [
+        {
+          name: 'specification.pdf',
+          mimeType: 'application/pdf',
+          size: 3,
+          buffer: Buffer.from('pdf'),
+        },
+      ],
+      primaryContent: true,
+    })
+
+    expect(names).toEqual(['specification.pdf'])
+    expect(mockSecureFetchWithValidation).toHaveBeenCalledTimes(4)
+    expect(mockSecureFetchWithValidation.mock.calls[1][0]).toContain(
+      '/PTC.DocMgmt.UploadStage1Action'
+    )
+    expect(JSON.parse(mockSecureFetchWithValidation.mock.calls[1][1].body)).toEqual({
+      NoOfFiles: 1,
+    })
+    expect(mockSecureFetchWithValidation.mock.calls[2][0]).toBe(
+      'https://replica.example.com/upload/signed'
+    )
+    expect(mockSecureFetchWithValidation.mock.calls[2][1].headers.Authorization).toBeUndefined()
+    expect(mockSecureFetchWithValidation.mock.calls[2][1].headers.Cookie).toBeUndefined()
+    expect(mockSecureFetchWithValidation.mock.calls[2][2]).toBe('ReplicaUrl')
+    expect(mockSecureFetchWithValidation.mock.calls[3][0]).toContain(
+      '/PTC.DocMgmt.UploadStage3Action'
+    )
+    expect(JSON.parse(mockSecureFetchWithValidation.mock.calls[3][1].body)).toEqual({
+      ContentInfo: [
+        {
+          StreamId: 'stream-1',
+          EncodedInfo: 'encoded-info',
+          FileName: 'specification.pdf',
+          PrimaryContent: true,
+          MimeType: 'application/pdf',
+          FileSize: 3,
+        },
+      ],
+    })
+  })
+
+  it('resolves content bytes through the documented typed Content/URL navigation', async () => {
+    mockSecureFetchWithValidation.mockResolvedValueOnce(
+      mockResponse({
+        body: {
+          '@odata.context': `${BASE_URL}/PTC/$metadata#ContentItems/Content/URL`,
+          value:
+            'https://windchill.example.com/Windchill/servlet/WindchillGW/wt.fv.master.StandardMasterService/doDirectDownload/spec.pdf?sign=abc',
+        },
+      })
+    )
+
+    const url = await resolveWindchillContentUrl({
+      params: { baseUrl: BASE_URL, username: 'windchill-user', password: 'not-a-real-password' },
+      contentPath: `${BASE_URL}/DocMgmt/Documents('OR%3Awt.doc.WTDocument%3A1')/PrimaryContent`,
+    })
+
+    expect(mockSecureFetchWithValidation.mock.calls[0][0]).toBe(
+      `${BASE_URL}/DocMgmt/Documents('OR%3Awt.doc.WTDocument%3A1')/PrimaryContent/PTC.ApplicationData/Content/URL`
+    )
+    expect(url).toContain('/WindchillGW/wt.fv.master.StandardMasterService/doDirectDownload/')
+  })
+
+  it('refuses a content download URL that leaves the configured origin', async () => {
+    mockSecureFetchWithValidation.mockResolvedValueOnce(
+      mockResponse({ body: { value: 'https://attacker.example.com/steal' } })
+    )
+
+    await expect(
+      resolveWindchillContentUrl({
+        params: { baseUrl: BASE_URL, username: 'windchill-user', password: 'not-a-real-password' },
+        contentPath: `${BASE_URL}/DocMgmt/Documents('OR%3Awt.doc.WTDocument%3A1')/PrimaryContent`,
+      })
+    ).rejects.toThrow('must remain on the configured HTTPS origin')
+  })
+
+  it('terminates every Stage 2 cache descriptor with a semicolon', async () => {
+    mockSecureFetchWithValidation
+      .mockResolvedValueOnce(
+        mockResponse({ body: { NonceKey: 'CSRF_NONCE', NonceValue: 'nonce-value' } })
+      )
+      .mockResolvedValueOnce(
+        mockResponse({
+          body: {
+            value: [
+              {
+                ReplicaUrl: 'https://replica.example.com/upload/signed',
+                MasterUrl: 'https://windchill.example.com/master',
+                StreamIds: [76030, 76031],
+                FileNames: [76030, 76031],
+              },
+            ],
+          },
+        })
+      )
+      .mockResolvedValueOnce(
+        mockResponse({
+          body: {
+            contentInfos: [
+              { streamId: 76030, fileSize: 3, encodedInfo: 'encoded-1' },
+              { streamId: 76031, fileSize: 5, encodedInfo: 'encoded-2' },
+            ],
+          },
+        })
+      )
+      .mockResolvedValueOnce(mockResponse({ body: {} }))
+
+    await uploadWindchillContent({
+      params: { baseUrl: BASE_URL, username: 'windchill-user', password: 'not-a-real-password' },
+      documentOid: 'OR:wt.doc.WTDocument:1',
+      files: [
+        { name: 'first.txt', mimeType: 'text/plain', size: 3, buffer: Buffer.from('abc') },
+        { name: 'second.txt', mimeType: 'text/plain', size: 5, buffer: Buffer.from('abcde') },
+      ],
+      primaryContent: false,
+    })
+
+    const stageTwoBody: string =
+      mockSecureFetchWithValidation.mock.calls[2][1].body.toString('utf8')
+    const descriptor = stageTwoBody
+      .split('name="CacheDescriptor_array"')[1]
+      .split('--')[0]
+      .replace(/\r?\n/g, '')
+      .trim()
+    expect(descriptor).toBe('76030:76030:76030:3; 76031:76031:76031:5;')
+  })
+
+  it('rejects malformed JSON from successful mutation responses', async () => {
+    mockSecureFetchWithValidation
+      .mockResolvedValueOnce(
+        mockResponse({ body: { NonceKey: 'CSRF_NONCE', NonceValue: 'nonce-value' } })
+      )
+      .mockResolvedValueOnce(mockResponse({ rawBody: '<html>not json</html>' }))
+
+    const params = {
+      baseUrl: BASE_URL,
+      username: 'windchill-user',
+      password: 'not-a-real-password',
+    }
+    const session = await createWindchillSession(params)
+
+    await expect(
+      windchillMutationRequest({
+        params,
+        session,
+        url: `${BASE_URL}/DocMgmt/Documents`,
+        method: 'POST',
+        body: { Name: 'Specification' },
+      })
+    ).rejects.toThrow('Windchill returned invalid JSON with status 200')
+  })
+
+  it('preserves diagnostic URL paths while redacting query secrets and credentials', () => {
+    expect(
+      sanitizeWindchillError(
+        'POST https://replica.example.com/signed?token=secret CSRF_NONCE=nonce Basic dXNlcjpwYXNz'
+      )
+    ).toBe('POST https://replica.example.com/signed [redacted nonce] Basic [redacted]')
+  })
+})
+
+describe('Windchill block', () => {
+  it('selects only registered operation IDs and defaults to list documents', () => {
+    const operation = WindchillBlock.subBlocks.find((subBlock) => subBlock.id === 'operation')
+    expect(operation?.value?.({})).toBe('windchill_list_documents')
+    expect(operation?.options?.map((option) => option.id)).toEqual([...WINDCHILL_OPERATIONS])
+    expect(WindchillBlock.tools.access).toEqual([...WINDCHILL_OPERATIONS])
+
+    for (const toolId of WINDCHILL_OPERATIONS) {
+      expect(WindchillBlock.tools.config?.tool({ operation: toolId })).toBe(toolId)
+    }
+
+    expect(WindchillBlock.subBlocks.some((subBlock) => subBlock.id === 'expand')).toBe(false)
+    expect(WindchillBlock.inputs).not.toHaveProperty('expand')
+    expect(WINDCHILL_TOOLS_BY_ID.get('windchill_update_document')?.params.attributes.required).toBe(
+      true
+    )
+    for (const operation of [
+      'windchill_list_documents',
+      'windchill_get_document_structure',
+      'windchill_list_attachments',
+    ]) {
+      expect(WINDCHILL_TOOLS_BY_ID.get(operation)?.outputs).toHaveProperty('pageInfo')
+    }
+    expect(WINDCHILL_TOOLS_BY_ID.get('windchill_get_document')?.outputs).toHaveProperty(
+      'document.properties.stateDisplay'
+    )
+  })
+
+  it('uses one canonical parameter for each basic and advanced file pair', () => {
+    const primaryFiles = WindchillBlock.subBlocks.filter(
+      (subBlock) => subBlock.canonicalParamId === 'primaryFile'
+    )
+    const attachmentFiles = WindchillBlock.subBlocks.filter(
+      (subBlock) => subBlock.canonicalParamId === 'attachmentFiles'
+    )
+
+    expect(primaryFiles.map((subBlock) => subBlock.mode)).toEqual(['basic', 'advanced'])
+    expect(attachmentFiles.map((subBlock) => subBlock.mode)).toEqual(['basic', 'advanced'])
+    expect(WindchillBlock.inputs.primaryFile.type).toBe('file')
+    expect(WindchillBlock.inputs.attachmentFiles.type).toBe('array')
+  })
+
+  it('exposes only outputs produced by the selected operation', () => {
+    expect(WindchillBlock.outputs.file.condition).toEqual({
+      field: 'operation',
+      value: ['windchill_download_primary_content', 'windchill_download_attachment'],
+    })
+    expect(WindchillBlock.outputs.pageInfo.condition).toEqual({
+      field: 'operation',
+      value: [
+        'windchill_list_documents',
+        'windchill_get_document_structure',
+        'windchill_list_attachments',
+      ],
+    })
+    expect(WindchillBlock.outputs.uploadedFileNames.condition).toEqual({
+      field: 'operation',
+      value: ['windchill_upload_primary_content', 'windchill_upload_attachments'],
+    })
+  })
+
+  it('coerces execution values and parses JSON without changing tool selection', () => {
+    const params = WindchillBlock.tools.config?.params?.({
+      operation: 'windchill_list_documents',
+      baseUrl: BASE_URL,
+      username: 'user',
+      password: 'not-a-real-password',
+      top: '25',
+      skip: '10',
+      count: 'true',
+      latestVersion: false,
+      documentOids: '["OR:wt.doc.WTDocument:1"]',
+      attributes: '{"Title":"Updated"}',
+    })
+
+    expect(params).toMatchObject({
+      baseUrl: BASE_URL,
+      top: 25,
+      skip: 10,
+      count: true,
+      latestVersion: false,
+      documentOids: ['OR:wt.doc.WTDocument:1'],
+      attributes: { Title: 'Updated' },
+    })
+    expect(params).not.toHaveProperty('operation')
+  })
+
+  it('publishes document-management metadata with concrete templates', () => {
+    expect(WindchillBlock.integrationType).toBe('documents')
+    expect(WindchillBlockMeta.tags).toEqual(['content-management', 'document-processing'])
+    expect(WindchillBlockMeta.templates).toHaveLength(7)
+    expect(WindchillBlockMeta.skills).toHaveLength(7)
+    expect(new Set(WindchillBlockMeta.skills.map((skill) => skill.name)).size).toBe(7)
+  })
+})
diff --git a/apps/sim/tools/wordpress/types.ts b/apps/sim/tools/wordpress/types.ts
index 146b72905c1..9936ab70980 100644
--- a/apps/sim/tools/wordpress/types.ts
+++ b/apps/sim/tools/wordpress/types.ts
@@ -18,9 +18,7 @@ export type PostStatus = 'publish' | 'draft' | 'pending' | 'private' | 'future'
 // Comment status types
 export type CommentStatus = 'approved' | 'hold' | 'spam' | 'trash'
 
-// ============================================
 // POST OPERATIONS
-// ============================================
 
 // Create Post
 export interface WordPressCreatePostParams extends WordPressBaseParams {
@@ -142,9 +140,7 @@ interface WordPressSearchPostsResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // PAGE OPERATIONS
-// ============================================
 
 // Create Page
 export interface WordPressCreatePageParams extends WordPressBaseParams {
@@ -249,9 +245,7 @@ export interface WordPressListPagesResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // MEDIA OPERATIONS
-// ============================================
 
 // Upload Media
 export interface WordPressUploadMediaParams extends WordPressBaseParams {
@@ -334,9 +328,7 @@ export interface WordPressDeleteMediaResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // COMMENT OPERATIONS
-// ============================================
 
 // Create Comment
 export interface WordPressCreateCommentParams extends WordPressBaseParams {
@@ -426,9 +418,7 @@ export interface WordPressDeleteCommentResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // TAXONOMY OPERATIONS (Categories & Tags)
-// ============================================
 
 // Create Category
 export interface WordPressCreateCategoryParams extends WordPressBaseParams {
@@ -585,9 +575,7 @@ export interface WordPressDeleteTagResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // USER OPERATIONS
-// ============================================
 
 // Get Current User
 export interface WordPressGetCurrentUserParams extends WordPressBaseParams {}
@@ -641,9 +629,7 @@ export interface WordPressGetUserResponse extends ToolResponse {
   }
 }
 
-// ============================================
 // SEARCH OPERATIONS
-// ============================================
 
 // Search Content
 export interface WordPressSearchContentParams extends WordPressBaseParams {
diff --git a/package.json b/package.json
index 81f5d23783b..7d4605fe321 100644
--- a/package.json
+++ b/package.json
@@ -34,7 +34,7 @@
     "check:api-validation:strict": "bun run scripts/check-api-validation-contracts.ts --check --enforce-boundary-baseline",
     "check:realtime-prune": "bun run scripts/check-realtime-prune-graph.ts",
     "check:tool-request-boundary": "bun run scripts/check-tool-request-boundary.ts",
-    "check:tool-registry-boundary": "bun run scripts/check-tool-registry-boundary.ts",
+    "check:tool-registry-boundary": "bun run scripts/check-tool-registry-boundary.ts --check",
     "check:trigger-block-cycle": "bun run scripts/check-trigger-block-cycle.ts",
     "check:import-specifiers": "bun run scripts/check-import-specifiers.ts",
     "check:sql-date-binding": "bun run scripts/check-sql-date-binding.ts",
diff --git a/packages/db/scripts/migrate-block-api-keys-to-byok.ts b/packages/db/scripts/migrate-block-api-keys-to-byok.ts
index 009e3e9b35e..ad6ef39c5be 100644
--- a/packages/db/scripts/migrate-block-api-keys-to-byok.ts
+++ b/packages/db/scripts/migrate-block-api-keys-to-byok.ts
@@ -52,7 +52,6 @@ import { index, json, jsonb, pgTable, text, timestamp } from 'drizzle-orm/pg-cor
 import { drizzle } from 'drizzle-orm/postgres-js'
 import postgres from 'postgres'
 
-// ---------- CLI ----------
 const DRY_RUN = process.argv.includes('--dry-run')
 
 function parseMapArgs(): Record<string, string> {
@@ -225,7 +224,6 @@ if (DRY_RUN && FROM_FILE) {
   process.exit(1)
 }
 
-// ---------- Env ----------
 function getEnv(name: string): string | undefined {
   if (typeof process !== 'undefined' && process.env && name in process.env) {
     return process.env[name]
@@ -245,7 +243,6 @@ if (!ENCRYPTION_KEY || ENCRYPTION_KEY.length !== 64) {
   process.exit(1)
 }
 
-// ---------- Encryption (mirrors apps/sim/lib/core/security/encryption.ts) ----------
 function getEncryptionKeyBuffer(): Buffer {
   return Buffer.from(ENCRYPTION_KEY!, 'hex')
 }
@@ -282,7 +279,6 @@ async function decryptSecret(encryptedValue: string): Promise<string> {
   return decrypted
 }
 
-// ---------- Schema ----------
 const workspaceTable = pgTable('workspace', {
   id: text('id').primaryKey(),
   ownerId: text('owner_id').notNull(),
@@ -347,7 +343,6 @@ const WORKSPACE_CONCURRENCY = 100
 const WORKSPACE_BATCH_SIZE = 1000
 const SLEEP_MS = 30_000
 
-// ---------- DB ----------
 const postgresClient = postgres(CONNECTION_STRING, {
   prepare: false,
   idle_timeout: 20,
@@ -357,7 +352,6 @@ const postgresClient = postgres(CONNECTION_STRING, {
 })
 const db = drizzle(postgresClient)
 
-// ---------- Helpers ----------
 const TOOL_INPUT_SUBBLOCK_IDS: Record<string, string> = {
   agent: 'tools',
   human_in_the_loop: 'notification',
@@ -754,7 +748,6 @@ async function processWorkspace(
   }
 }
 
-// ---------- Main ----------
 async function run() {
   console.log(`Mode: ${DRY_RUN ? 'DRY RUN (audit + preview)' : 'LIVE'}`)
   console.log(
diff --git a/packages/db/scripts/migrate-deployment-versions.ts b/packages/db/scripts/migrate-deployment-versions.ts
index 98685135e06..98841d98508 100644
--- a/packages/db/scripts/migrate-deployment-versions.ts
+++ b/packages/db/scripts/migrate-deployment-versions.ts
@@ -9,7 +9,6 @@ import { sql } from 'drizzle-orm'
 import { drizzle } from 'drizzle-orm/postgres-js'
 import postgres from 'postgres'
 
-// ---------- Minimal env helpers ----------
 function getEnv(name: string): string | undefined {
   if (typeof process !== 'undefined' && process.env && name in process.env) {
     return process.env[name]
@@ -23,7 +22,6 @@ if (!CONNECTION_STRING) {
   process.exit(1)
 }
 
-// ---------- Minimal schema (only what we need) ----------
 import { boolean, index, integer, json, jsonb, pgTable, text, timestamp } from 'drizzle-orm/pg-core'
 
 // Tables referenced by the script
@@ -117,7 +115,6 @@ const workflowDeploymentVersion = pgTable(
   })
 )
 
-// ---------- DB client ----------
 const postgresClient = postgres(CONNECTION_STRING, {
   prepare: false,
   idle_timeout: 20,
@@ -127,7 +124,6 @@ const postgresClient = postgres(CONNECTION_STRING, {
 })
 const db = drizzle(postgresClient)
 
-// ---------- Minimal types ----------
 type WorkflowState = {
   blocks: Record<string, any>
   edges: Array<{
@@ -141,7 +137,6 @@ type WorkflowState = {
   parallels: Record<string, any>
 }
 
-// ---------- Normalized loader (inline of loadWorkflowFromNormalizedTables) ----------
 async function loadWorkflowFromNormalizedTables(workflowId: string) {
   const [blocks, edges, subflows] = await Promise.all([
     db.select().from(workflowBlocks).where(sql`${workflowBlocks.workflowId} = ${workflowId}`),
@@ -210,7 +205,6 @@ async function loadWorkflowFromNormalizedTables(workflowId: string) {
   }
 }
 
-// ---------- Migration ----------
 const DRY_RUN = process.argv.includes('--dry-run')
 const BATCH_SIZE = 50
 
diff --git a/packages/realtime-protocol/src/file-doc.ts b/packages/realtime-protocol/src/file-doc.ts
index 3e50cf097df..6fd6ae25c36 100644
--- a/packages/realtime-protocol/src/file-doc.ts
+++ b/packages/realtime-protocol/src/file-doc.ts
@@ -86,6 +86,16 @@ export const FILE_DOC_SEED = {
    * be reflected instead of reverted by an open editor's autosave.
    */
   frontmatterKey: 'frontmatter',
+  /**
+   * The document's IDENTITY: minted when a file's collaborative document is first built and carried in
+   * the CRDT from then on, so every later load resumes the same document rather than minting a second.
+   *
+   * It matters because two documents built from the same markdown are not the same document to Yjs —
+   * their items carry different client ids, so merging them yields the content TWICE. A client that
+   * still holds one identity must therefore never sync against another: the server sends this in the
+   * join ack and the client refuses to merge a document it does not recognize.
+   */
+  docIdKey: 'docId',
 } as const
 
 /**
@@ -129,6 +139,13 @@ export interface JoinFileDocPayload {
 /** Server → client acceptance of a {@link FILE_DOC_EVENTS.JOIN}. */
 export interface JoinFileDocSuccess {
   fileId: string
+  /**
+   * The identity of the document this room holds ({@link FILE_DOC_SEED.docIdKey}), so a client can tell
+   * "the room I left" from "a document built in its place" BEFORE it syncs. Absent for a room whose doc
+   * carries no identity (an empty/missing file, or one seeded before identities existed), which is
+   * exactly the case where there is nothing to compare and the client proceeds.
+   */
+  docId?: string
 }
 
 /** Server → client rejection of a {@link FILE_DOC_EVENTS.JOIN}. */
diff --git a/packages/utils/src/fractional-indexing.ts b/packages/utils/src/fractional-indexing.ts
index 7eab3d5912d..9e5a54a8e54 100644
--- a/packages/utils/src/fractional-indexing.ts
+++ b/packages/utils/src/fractional-indexing.ts
@@ -14,16 +14,12 @@
  * with no trailing zero.
  */
 
-// ---------------------------------------------------------------------------
 // Digits
-// ---------------------------------------------------------------------------
 
 /** Default digit alphabet. Must be in ascending character-code order. */
 export const BASE_62_DIGITS = '0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz'
 
-// ---------------------------------------------------------------------------
 // Integer-part helpers
-// ---------------------------------------------------------------------------
 
 /** Length the integer part must have, derived from its first character. */
 function getIntegerLength(head: string): number {
@@ -126,9 +122,7 @@ function decrementInteger(x: string, digits: string): string | null {
   return head + digs.join('')
 }
 
-// ---------------------------------------------------------------------------
 // Midpoint
-// ---------------------------------------------------------------------------
 
 /**
  * Fraction strictly between `a` and `b` (both without integer parts). `a` may be
@@ -168,9 +162,7 @@ function midpoint(a: string, b: string | null | undefined, digits: string): stri
   return digits[digitA] + midpoint(a.slice(1), null, digits)
 }
 
-// ---------------------------------------------------------------------------
 // Public API
-// ---------------------------------------------------------------------------
 
 /**
  * Returns a key that sorts strictly between `a` and `b`. Either may be null for
diff --git a/packages/workflow-renderer/src/canvas-layers.test.ts b/packages/workflow-renderer/src/canvas-layers.test.ts
new file mode 100644
index 00000000000..0bd30cba13b
--- /dev/null
+++ b/packages/workflow-renderer/src/canvas-layers.test.ts
@@ -0,0 +1,71 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  BLOCK_Z_BASE,
+  CONTAINER_CHILD_Z_BASE,
+  EDGE_Z_BASE,
+  EDGE_Z_MAX,
+  getBlockZIndex,
+  getEdgeZIndex,
+} from './canvas-layers'
+
+/**
+ * Nesting depths an edge is tiered by. Stops short of the band's ceiling: past
+ * it every edge saturates at the same tier, which is checked on its own below.
+ */
+const DEPTHS = [undefined, 0, 1, 2, 5]
+
+describe('getEdgeZIndex', () => {
+  it('puts a highlighted edge over every ordinary one, however deeply nested', () => {
+    /* The reported bug: a highlighted edge kept its own container's depth, so an
+       ordinary edge one level deeper painted over it and cut the highlight. */
+    const highlighted = getEdgeZIndex(undefined, { isHighlighted: true })
+
+    for (const depth of DEPTHS) {
+      expect(getEdgeZIndex(depth)).toBeLessThan(highlighted)
+    }
+  })
+
+  it('keeps a highlighted edge below the cards', () => {
+    /* Elevating highlighted edges over the cards drew them across the chrome of
+       their own endpoints, so the highlighted tier stays inside the edge band. */
+    const highlighted = getEdgeZIndex(undefined, { isHighlighted: true })
+
+    expect(highlighted).toBeLessThan(BLOCK_Z_BASE)
+    expect(highlighted).toBeLessThan(getBlockZIndex(BLOCK_Z_BASE))
+    expect(highlighted).toBeLessThan(CONTAINER_CHILD_Z_BASE)
+  })
+
+  it('leaves the in-flight connection line above everything in the band', () => {
+    expect(getEdgeZIndex(undefined, { isHighlighted: true })).toBeLessThan(EDGE_Z_MAX)
+    for (const depth of DEPTHS) {
+      expect(getEdgeZIndex(depth)).toBeLessThan(EDGE_Z_MAX)
+    }
+  })
+
+  it('still orders ordinary edges by the depth they are nested at', () => {
+    expect(getEdgeZIndex(undefined)).toBe(EDGE_Z_BASE)
+    expect(getEdgeZIndex(0)).toBeGreaterThan(getEdgeZIndex(undefined))
+    expect(getEdgeZIndex(1)).toBeGreaterThan(getEdgeZIndex(0))
+  })
+
+  it('keeps every edge clear of the container bodies it crosses', () => {
+    /* Containers are numbered from 0 by nesting depth; an edge sharing a body's
+       z loses the equal-z tiebreak to DOM order and is drawn behind it. */
+    for (const depth of DEPTHS) {
+      expect(getEdgeZIndex(depth)).toBeGreaterThan(depth ?? 0)
+      expect(getEdgeZIndex(depth, { isHighlighted: true })).toBeGreaterThan(depth ?? 0)
+    }
+  })
+
+  it('saturates rather than growing past the band', () => {
+    /* The band is fixed, so beyond its ceiling every edge shares the deepest
+       tier and no longer clears a container nested that far — true before this
+       change too, at a ceiling of `EDGE_Z_MAX` rather than one below the
+       highlighted tier. Nothing in the editor nests anywhere near it. */
+    expect(getEdgeZIndex(40)).toBe(getEdgeZIndex(8))
+    expect(getEdgeZIndex(8)).toBeLessThan(getEdgeZIndex(undefined, { isHighlighted: true }))
+  })
+})
diff --git a/packages/workflow-renderer/src/canvas-layers.ts b/packages/workflow-renderer/src/canvas-layers.ts
index d1c308b3ba6..a14c0b93405 100644
--- a/packages/workflow-renderer/src/canvas-layers.ts
+++ b/packages/workflow-renderer/src/canvas-layers.ts
@@ -21,6 +21,23 @@
  * once already and took the preview's edges behind its containers with it.
  */
 export const EDGE_Z_BASE = 10
+/**
+ * Deepest nesting tier an ordinary edge reaches, leaving the top of the band to
+ * the two edges that have to be seen whole.
+ */
+const EDGE_Z_DEPTH_MAX = 18
+/**
+ * A highlighted edge — selected, or connected to the selected card. Above every
+ * ordinary edge whatever it is nested in, because the highlight is what the
+ * user is looking at and a line crossing it from a deeper container was cutting
+ * it in half.
+ *
+ * Still inside the edge band, deliberately. Highlighted edges used to be
+ * elevated over the cards as well, which drew them across the chrome of their
+ * own endpoints; a line belongs behind cards, knobs and the action-bar swell
+ * whether or not it is highlighted.
+ */
+const EDGE_Z_HIGHLIGHTED = 19
 export const EDGE_Z_MAX = 20
 export const BLOCK_Z_BASE = 21
 export const CONTAINER_CHILD_Z_BASE = 1000
@@ -41,10 +58,19 @@ export function getBlockZIndex(
  * it belongs to, so an edge always clears the container body it crosses while
  * staying under that container's own children.
  *
+ * A highlighted edge leaves that ordering and takes {@link EDGE_Z_HIGHLIGHTED}
+ * instead. Depth is only a tiebreak between lines nobody is looking at; once one
+ * is highlighted, being drawn whole matters more than which container it came
+ * from — an unselected edge one level deeper used to paint straight over it.
+ *
  * `containerZIndex` is the parent container's own z (its nesting depth), or
  * undefined for an edge at the top level.
  */
-export function getEdgeZIndex(containerZIndex: number | undefined): number {
+export function getEdgeZIndex(
+  containerZIndex: number | undefined,
+  state: { isHighlighted?: boolean } = {}
+): number {
+  if (state.isHighlighted) return EDGE_Z_HIGHLIGHTED
   const depth = containerZIndex === undefined ? 0 : containerZIndex + 1
-  return Math.min(EDGE_Z_BASE + depth, EDGE_Z_MAX)
+  return Math.min(EDGE_Z_BASE + depth, EDGE_Z_DEPTH_MAX)
 }
diff --git a/packages/workflow-renderer/src/dimensions.ts b/packages/workflow-renderer/src/dimensions.ts
index 8efc5098548..e35fb5cb08f 100644
--- a/packages/workflow-renderer/src/dimensions.ts
+++ b/packages/workflow-renderer/src/dimensions.ts
@@ -80,16 +80,36 @@ export const estimateNoteBlockHeight = (content: string) => {
   )
 }
 
+/**
+ * A container's box, and the gutter it keeps around the blocks inside it.
+ *
+ * The single source for both halves of that: the layout math that sizes a
+ * container and clamps its children, and the card's own DOM. `subflow-node-view`
+ * renders its header and content box straight from these, so the gap the
+ * geometry reserves is the gap the container actually paints. They used to be
+ * separate — the same four numbers as Tailwind literals in the view — and had
+ * already drifted, the view drawing a 40px header against a constant that
+ * claimed 50.
+ *
+ * Each padding is the gap between a child's edge and the container's, counted
+ * once: the header is accounted for by the child's own position, which
+ * `clampPositionToContainer` floors at `HEADER_HEIGHT + TOP_PADDING`.
+ *
+ * The two edges that carry chrome are wider than the two that are only gutter.
+ * The container's output handle sits on the right, and the resize grip in the
+ * bottom-right corner spans 40px in from both — a child at the gutter width
+ * would sit underneath it.
+ */
 export const CONTAINER_DIMENSIONS = {
   DEFAULT_WIDTH: 500,
   DEFAULT_HEIGHT: 300,
   MIN_WIDTH: 400,
   MIN_HEIGHT: 200,
-  HEADER_HEIGHT: 50,
-  LEFT_PADDING: 16,
+  HEADER_HEIGHT: 40,
+  LEFT_PADDING: 24,
   RIGHT_PADDING: 80,
-  TOP_PADDING: 16,
-  BOTTOM_PADDING: 16,
+  TOP_PADDING: 24,
+  BOTTOM_PADDING: 80,
 } as const
 
 /**
diff --git a/packages/workflow-renderer/src/subflow/subflow-node-view.tsx b/packages/workflow-renderer/src/subflow/subflow-node-view.tsx
index b7d25588ae0..40fbafd140a 100644
--- a/packages/workflow-renderer/src/subflow/subflow-node-view.tsx
+++ b/packages/workflow-renderer/src/subflow/subflow-node-view.tsx
@@ -8,7 +8,7 @@ import {
   useStoreApi as useReactFlowStoreApi,
   useUpdateNodeInternals,
 } from 'reactflow'
-import { BLOCK_DIMENSIONS, HANDLE_POSITIONS } from '../dimensions'
+import { BLOCK_DIMENSIONS, CONTAINER_DIMENSIONS, HANDLE_POSITIONS } from '../dimensions'
 import { OverflowSpan } from '../lib/overflow-span'
 import type { DiffStatus } from '../types'
 import {
@@ -588,8 +588,8 @@ export function SubflowNodeView({
           aria-label={`Select ${blockName}`}
           onClick={onSelect}
           onKeyDown={(event) => handleKeyboardActivation(event, onSelect)}
-          className='workflow-drag-handle relative z-20 flex h-[40px] cursor-grab items-center justify-between px-2 [&:active]:cursor-grabbing'
-          style={{ pointerEvents: 'auto' }}
+          className='workflow-drag-handle relative z-20 flex cursor-grab items-center justify-between px-2 [&:active]:cursor-grabbing'
+          style={{ pointerEvents: 'auto', height: CONTAINER_DIMENSIONS.HEADER_HEIGHT }}
           data-subflow-header=''
         >
           <div
@@ -647,9 +647,16 @@ export function SubflowNodeView({
         )}
 
         <div
-          className='relative z-20 h-[calc(100%-40px)] pt-4 pr-[80px] pb-4 pl-4'
+          className='relative z-20'
           data-dragarea='true'
-          style={{ pointerEvents: 'none' }}
+          style={{
+            pointerEvents: 'none',
+            height: `calc(100% - ${CONTAINER_DIMENSIONS.HEADER_HEIGHT}px)`,
+            paddingTop: CONTAINER_DIMENSIONS.TOP_PADDING,
+            paddingRight: CONTAINER_DIMENSIONS.RIGHT_PADDING,
+            paddingBottom: CONTAINER_DIMENSIONS.BOTTOM_PADDING,
+            paddingLeft: CONTAINER_DIMENSIONS.LEFT_PADDING,
+          }}
         >
           <SubflowStartView
             parentId={id}
diff --git a/packages/workflow-renderer/src/workflow-block/workflow-block-border-mount.test.tsx b/packages/workflow-renderer/src/workflow-block/workflow-block-border-mount.test.tsx
index fc69bf9bac1..eb495dac05b 100644
--- a/packages/workflow-renderer/src/workflow-block/workflow-block-border-mount.test.tsx
+++ b/packages/workflow-renderer/src/workflow-block/workflow-block-border-mount.test.tsx
@@ -13,6 +13,7 @@ import {
 import { createRoot, type Root } from 'react-dom/client'
 import { ReactFlowProvider } from 'reactflow'
 import { afterEach, beforeAll, describe, expect, it, vi } from 'vitest'
+import { CONTAINER_DIMENSIONS } from '../dimensions'
 import {
   ERROR_SOURCE_HANDLE_POSITION,
   getCursorBranchSourceHandleId,
@@ -265,6 +266,62 @@ describe('WorkflowBlockBorder mount', () => {
     expect(path?.getAttribute('d')?.length ?? 0).toBeGreaterThan(0)
   })
 
+  /**
+   * The knob is a recolour of one stretch of the outline, so its commands have
+   * to BE the outline's commands. When the two were generated off different
+   * sample grids they disagreed by a fraction of a pixel at the shoulder tip,
+   * and the sliver of dark stroke the knob failed to cover read as a barb
+   * hanging off it.
+   *
+   * Only holds where a knob's own bulge is the tallest thing under it: a knob
+   * is painted from its own feature alone, while the silhouette takes the max
+   * over all of them, so two bulges tall enough to overlap genuinely part
+   * company. Every port layout the editor builds keeps them clear of one
+   * another.
+   */
+  const expectKnobsOnSilhouette = (host: HTMLElement) => {
+    const silhouette = host.querySelector('svg > path')?.getAttribute('d') ?? ''
+    const knobs = Array.from(host.querySelectorAll('svg > g[clip-path] path'))
+    expect(knobs.length).toBeGreaterThan(0)
+
+    for (const knob of knobs) {
+      const commands = (knob.getAttribute('d') ?? '').match(/C[^MLAC]+/g) ?? []
+      expect(commands.length).toBeGreaterThan(0)
+      for (const command of commands) {
+        expect(silhouette).toContain(command.trim())
+      }
+    }
+  }
+
+  it('paints every coloured knob on the silhouette’s own curve', () => {
+    const { host } = mount(
+      <div style={{ width: 250, height: 136 }}>
+        <WorkflowBlockBorder ports={ports} hasRing={false} ringStyles='' height={136} />
+      </div>
+    )
+    expectKnobsOnSilhouette(host)
+  })
+
+  it('keeps knobs on the curve when their resampled intervals merge', () => {
+    /* Two coloured ports close enough that `relativeIntervals` merges them
+       resample as one stretch, on a grid neither port's own bounds predict.
+       The odd tab length is the other half of the same trap: a knob measured
+       in whole pixels rather than against the interval it sits in lands half a
+       step off whenever the bulge does not divide evenly. */
+    const crowdedPorts: WorkflowBorderPort[] = [
+      { id: 'target', side: 'left', position: 'center', plateau: 33 },
+      { id: 'row-a', side: 'right', position: 60, plateau: 24, color: 'var(--brand-accent)' },
+      { id: 'row-b', side: 'right', position: 87.5, plateau: 24, color: 'var(--text-error)' },
+      { id: 'row-c', side: 'right', position: 140, plateau: 23, color: 'var(--warning)' },
+    ]
+    const { host } = mount(
+      <div style={{ width: 250, height: 260 }}>
+        <WorkflowBlockBorder ports={crowdedPorts} hasRing={false} ringStyles='' height={260} />
+      </div>
+    )
+    expectKnobsOnSilhouette(host)
+  })
+
   it('paints a tall selector card across floating-point segment seams', () => {
     const selectorPorts: WorkflowBorderPort[] = [
       {
@@ -903,7 +960,10 @@ describe('WorkflowBlockBorder mount', () => {
     )
 
     const header = host.querySelector('[data-subflow-header]')
-    expect(header).toHaveClass('h-[40px]')
+    /* Height comes from `CONTAINER_DIMENSIONS`, which the layout math also
+       measures against — asserting the rendered value rather than a utility
+       class keeps the two from drifting apart again. */
+    expect(header).toHaveStyle({ height: `${CONTAINER_DIMENSIONS.HEADER_HEIGHT}px` })
     expect(header).not.toHaveClass('border-b')
     expect(header).not.toHaveClass('bg-[var(--surface-2)]')
     expect(host.querySelector('[data-subflow-type-tag="loop"]')).toHaveTextContent('Loop')
diff --git a/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx b/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx
index be0fa4147ca..e649c30241d 100644
--- a/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx
+++ b/packages/workflow-renderer/src/workflow-block/workflow-block-border.tsx
@@ -602,6 +602,18 @@ const findQuietStart = (intervals: ActiveInterval[], perimeterLength: number) =>
   return largestGap > 0 ? start : 0
 }
 
+/** Flat run resampled either side of a bulge, so its tail rejoins the edge. */
+const BULGE_INTERVAL_SLACK_PX = 4
+
+/**
+ * How far either side of a bulge's centre the outline is resampled — wider than
+ * the bulge itself, so the curve has flat perimeter to settle onto. It also
+ * fixes the sample grid a knob has to land on, which is why `visibleBulgeHalf`
+ * measures against it.
+ */
+const bulgeIntervalHalf = (plateau: number, shoulder: number) =>
+  plateau / 2 + shoulder + BULGE_INTERVAL_SLACK_PX
+
 const relativeIntervals = (features: BulgeFeature[], startS: number, perimeterLength: number) => {
   const intervals = features
     .filter(
@@ -614,7 +626,7 @@ const relativeIntervals = (features: BulgeFeature[], startS: number, perimeterLe
     )
     .map((feature) => {
       const center = modulo(feature.center - startS, perimeterLength)
-      const half = feature.plateau / 2 + feature.shoulder + 4
+      const half = bulgeIntervalHalf(feature.plateau, feature.shoulder)
       return { start: center - half, end: center + half }
     })
     .filter((interval) => interval.end > 0 && interval.start < perimeterLength)
@@ -671,19 +683,32 @@ const displacementAt = (
  * Where a bulge stops being drawn, by inverting the shoulder's easing at the
  * visibility threshold. The mathematical footprint (`plateau/2 + shoulder`)
  * overshoots this, because the tail is cut off once it flattens out.
+ *
+ * Pulled back to the silhouette's own sample points. `relativeIntervals`
+ * resamples a bulge over `bulgeIntervalHalf` either side of its centre, split
+ * into whole steps of about `SAMPLE_SPACING_PX` — so the crossing itself falls
+ * between two of them. A knob cut there sits on a grid of its own and drifts
+ * off the curve it is recolouring; see `buildSpanPath` for what that costs.
+ * Retreating to the last sample at or beyond the crossing keeps the knob on
+ * the silhouette's points whatever the bulge measures.
  */
 const visibleBulgeHalf = (plateau: number, shoulder: number, peak: number) => {
   const plateauHalf = plateau / 2
-  if (peak <= BULGE_VISIBLE_THRESHOLD_PX || shoulder <= 0) return plateauHalf
-  const target = 1 - BULGE_VISIBLE_THRESHOLD_PX / peak
-  let low = 0
-  let high = 1
-  for (let step = 0; step < 24; step++) {
-    const mid = (low + high) / 2
-    if (smootherstep(mid) < target) low = mid
-    else high = mid
+  let crossing = plateauHalf
+  if (peak > BULGE_VISIBLE_THRESHOLD_PX && shoulder > 0) {
+    const target = 1 - BULGE_VISIBLE_THRESHOLD_PX / peak
+    let low = 0
+    let high = 1
+    for (let step = 0; step < 24; step++) {
+      const mid = (low + high) / 2
+      if (smootherstep(mid) < target) low = mid
+      else high = mid
+    }
+    crossing = plateauHalf + high * shoulder
   }
-  return plateauHalf + high * shoulder
+  const intervalHalf = bulgeIntervalHalf(plateau, shoulder)
+  const step = (intervalHalf * 2) / Math.max(2, Math.ceil((intervalHalf * 2) / SAMPLE_SPACING_PX))
+  return intervalHalf - Math.floor((intervalHalf - crossing) / step) * step
 }
 
 const appendExactInterval = (
@@ -764,6 +789,7 @@ const appendActiveInterval = (
       `C${control1.x.toFixed(2)} ${control1.y.toFixed(2)} ${control2.x.toFixed(2)} ${control2.y.toFixed(2)} ${next.x.toFixed(2)} ${next.y.toFixed(2)}`
     )
   }
+  return points
 }
 
 /**
@@ -777,6 +803,16 @@ const appendActiveInterval = (
  * off its own knob, leaving a crescent of base colour showing inside it. Giving
  * the knob its own path removes the arc-length bookkeeping altogether: the
  * colour is drawn on the same points the silhouette was.
+ *
+ * Sampled a step wide on each side and then trimmed back to the span. Every
+ * control point is derived from the samples either side of it, so a span that
+ * stopped at its own ends would have to clamp its first and last to the bare
+ * perimeter tangent — and those two segments would bow differently from the
+ * outline they are painted over. The knob was then still flat where the
+ * silhouette had begun its descent, and the uncovered dark stroke read as a
+ * barb off the shoulder tip. Borrowing a sample beyond each end gives every
+ * emitted segment the neighbours the silhouette had, so the two agree command
+ * for command.
  */
 const buildSpanPath = (
   geometry: PerimeterGeometry,
@@ -787,18 +823,13 @@ const buildSpanPath = (
 ) => {
   const length = toS - fromS
   if (length <= 0) return ''
-  const located = pointAtArcLength(geometry, fromS)
-  const displacement = displacementAt(
-    modulo(fromS, geometry.length),
-    features,
-    geometry.length,
-    maximum
-  )
-  const originX = located.point.x + located.point.nx * displacement
-  const originY = located.point.y + located.point.ny * displacement
-  const commands = [`M${originX.toFixed(2)} ${originY.toFixed(2)}`]
-  appendActiveInterval(commands, geometry, features, maximum, fromS, { start: 0, end: length })
-  return commands.join(' ')
+  const commands: string[] = []
+  const points = appendActiveInterval(commands, geometry, features, maximum, fromS, {
+    start: -SAMPLE_SPACING_PX,
+    end: length + SAMPLE_SPACING_PX,
+  })
+  const origin = points[1]
+  return [`M${origin.x.toFixed(2)} ${origin.y.toFixed(2)}`, ...commands.slice(1, -1)].join(' ')
 }
 
 const buildPiecewisePath = (
diff --git a/packages/workflow-renderer/vitest.setup.ts b/packages/workflow-renderer/vitest.setup.ts
index 0c78bee3922..1468f99e728 100644
--- a/packages/workflow-renderer/vitest.setup.ts
+++ b/packages/workflow-renderer/vitest.setup.ts
@@ -1,3 +1,11 @@
+declare global {
+  /**
+   * React reads this to decide whether `act` is supported. It is not one of the
+   * ambient globals, so it has to be declared before it can be assigned.
+   */
+  var IS_REACT_ACT_ENVIRONMENT: boolean
+}
+
 /**
  * jest-dom only registers DOM matchers (`toHaveStyle`, `toHaveClass`, …), so it is
  * dead weight outside a DOM environment. This package's mount tests opt into jsdom
@@ -5,4 +13,11 @@
  */
 if (typeof document !== 'undefined') {
   await import('@testing-library/jest-dom/vitest')
+  /*
+   * Without this React treats `act` as unsupported, and every render in the
+   * mount tests logs "The current testing environment is not configured to
+   * support act(...)" — around forty lines a run, which buries the output that
+   * matters when one of them fails.
+   */
+  globalThis.IS_REACT_ACT_ENVIRONMENT = true
 }
diff --git a/scripts/check-api-validation-contracts.ts b/scripts/check-api-validation-contracts.ts
index 63030a06ee2..58393603987 100644
--- a/scripts/check-api-validation-contracts.ts
+++ b/scripts/check-api-validation-contracts.ts
@@ -9,8 +9,8 @@ const QUERY_HOOKS_DIR = path.join(ROOT, 'apps/sim/hooks/queries')
 const SELECTOR_HOOKS_DIR = path.join(ROOT, 'apps/sim/hooks/selectors')
 
 const BASELINE = {
-  totalRoutes: 1098,
-  zodRoutes: 1098,
+  totalRoutes: 1105,
+  zodRoutes: 1105,
   nonZodRoutes: 0,
 } as const
 
@@ -31,6 +31,11 @@ const BOUNDARY_POLICY_BASELINE = {
 } as const
 
 const INDIRECT_ZOD_ROUTES = new Set([
+  // Catch-all JSON 404 for unknown /api/v2 paths. It has no contract by
+  // construction: it exists precisely for requests that match no operation, so
+  // there is no input to validate and its only response is the fixed v2 error
+  // envelope.
+  'apps/sim/app/api/v2/[[...segments]]/route.ts',
   'apps/sim/app/api/demo-requests/route.ts',
   // Input-less session-bound GET: nothing to validate; response is
   // contract-typed via `satisfies InvitationDetails` in the route.
diff --git a/scripts/check-route-verbs.ts b/scripts/check-route-verbs.ts
index a1d069bcf2d..277309de866 100644
--- a/scripts/check-route-verbs.ts
+++ b/scripts/check-route-verbs.ts
@@ -5,10 +5,11 @@
  *
  * All five declarative route builders — `defineV2JsonRoute`,
  * `defineV2BinaryRoute`, `defineV2BodyLifecycleRoute`, `defineInternalJsonRoute`
- * and `defineInternalBinaryRoute` — compare `request.method` against
- * `contract.method` and throw when they differ. That check only fires at
- * RUNTIME, on a real request, and Next.js routes purely by the exported symbol
- * name. So a half-finished rename — `export const PUT` still holding a contract
+ * and `defineInternalBinaryRoute` — throw when `request.method` is not the one
+ * `contract.method` declares, `methodMatchesContract` allowing only a `HEAD`
+ * request against a `GET` contract. That check only fires at RUNTIME, on a real
+ * request, and Next.js routes purely by the exported symbol name. So a
+ * half-finished rename — `export const PUT` still holding a contract
  * that declares `PATCH` — produces a 500 on the verb clients actually call and
  * a 405 on the one they do not, while type-check, tests and every existing
  * audit stay green. The mismatch is invisible until production traffic hits it.
diff --git a/scripts/check-tool-registry-boundary.baseline.json b/scripts/check-tool-registry-boundary.baseline.json
new file mode 100644
index 00000000000..5e8ebeb9d3b
--- /dev/null
+++ b/scripts/check-tool-registry-boundary.baseline.json
@@ -0,0 +1,382 @@
+{
+  "generatedFrom": "app/workspace page/layout module graphs",
+  "tolerance": {
+    "modules": 25,
+    "percent": 2
+  },
+  "entries": {
+    "app/workspace/[workspaceId]/chat/[chatId]/layout.tsx": {
+      "modules": 5,
+      "gateways": {}
+    },
+    "app/workspace/[workspaceId]/chat/[chatId]/page.tsx": {
+      "modules": 2890,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1328,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 971,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 836,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 833,
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/blocks/registry.ts": 301,
+        "apps/sim/lib/auth/index.ts": 297,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 295
+      }
+    },
+    "app/workspace/[workspaceId]/files/[fileId]/page.tsx": {
+      "modules": 1909,
+      "gateways": {
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/blocks/registry.ts": 328,
+        "apps/sim/lib/auth/index.ts": 300,
+        "apps/sim/app/workspace/[workspaceId]/files/files.tsx": 275,
+        "apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/index.ts": 143,
+        "apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/file-viewer.tsx": 129,
+        "apps/sim/lib/api/contracts/index.ts": 107,
+        "apps/sim/lib/webhooks/providers/index.ts": 99
+      }
+    },
+    "app/workspace/[workspaceId]/files/[fileId]/view/page.tsx": {
+      "modules": 57,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/files/[fileId]/view/file-viewer.tsx": 56,
+        "apps/sim/hooks/queries/workspace-files.ts": 53
+      }
+    },
+    "app/workspace/[workspaceId]/files/page.tsx": {
+      "modules": 1909,
+      "gateways": {
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/blocks/registry.ts": 328,
+        "apps/sim/lib/auth/index.ts": 300,
+        "apps/sim/app/workspace/[workspaceId]/files/files.tsx": 277,
+        "apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/index.ts": 143,
+        "apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/file-viewer.tsx": 129,
+        "apps/sim/lib/api/contracts/index.ts": 107,
+        "apps/sim/lib/webhooks/providers/index.ts": 99
+      }
+    },
+    "app/workspace/[workspaceId]/home/layout.tsx": {
+      "modules": 6,
+      "gateways": {}
+    },
+    "app/workspace/[workspaceId]/home/page.tsx": {
+      "modules": 2890,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/home/home.tsx": 1328,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx": 971,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/index.ts": 836,
+        "apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-content/index.ts": 833,
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/blocks/registry.ts": 301,
+        "apps/sim/lib/auth/index.ts": 297,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 295
+      }
+    },
+    "app/workspace/[workspaceId]/integrations/[block]/page.tsx": {
+      "modules": 1268,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/integrations/[block]/integration-block-detail.tsx": 1243,
+        "apps/sim/blocks/registry.ts": 925,
+        "apps/sim/triggers/index.ts": 482,
+        "apps/sim/lib/api/contracts/index.ts": 128,
+        "apps/sim/stores/workflows/registry/store.ts": 82,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60,
+        "apps/sim/hooks/queries/deployments.ts": 59,
+        "apps/sim/lib/workflows/comparison/compare.ts": 56
+      }
+    },
+    "app/workspace/[workspaceId]/integrations/connected/[credentialId]/page.tsx": {
+      "modules": 1254,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx": 1253,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 331,
+        "apps/sim/lib/api/contracts/index.ts": 134,
+        "apps/sim/stores/workflows/registry/store.ts": 62,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60,
+        "apps/sim/hooks/queries/deployments.ts": 59,
+        "apps/sim/lib/workflows/comparison/compare.ts": 56
+      }
+    },
+    "app/workspace/[workspaceId]/integrations/page.tsx": {
+      "modules": 1253,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/integrations/integrations.tsx": 979,
+        "apps/sim/blocks/registry.ts": 926,
+        "apps/sim/triggers/index.ts": 482,
+        "apps/sim/lib/api/contracts/index.ts": 130,
+        "apps/sim/stores/workflows/registry/store.ts": 83,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60,
+        "apps/sim/hooks/queries/deployments.ts": 59,
+        "apps/sim/lib/workflows/comparison/compare.ts": 56
+      }
+    },
+    "app/workspace/[workspaceId]/knowledge/[id]/[documentId]/page.tsx": {
+      "modules": 1460,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/[documentId]/document.tsx": 1183,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 322,
+        "apps/sim/blocks/registry-maps.ts": 319,
+        "apps/sim/lib/api/contracts/index.ts": 119,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60,
+        "apps/sim/connectors/registry.ts": 53,
+        "apps/sim/app/workspace/[workspaceId]/components/index.ts": 52
+      }
+    },
+    "app/workspace/[workspaceId]/knowledge/[id]/page.tsx": {
+      "modules": 1461,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/knowledge/[id]/base.tsx": 1184,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 322,
+        "apps/sim/blocks/registry-maps.ts": 319,
+        "apps/sim/lib/api/contracts/index.ts": 119,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60,
+        "apps/sim/connectors/registry.ts": 53,
+        "apps/sim/app/workspace/[workspaceId]/components/index.ts": 52
+      }
+    },
+    "app/workspace/[workspaceId]/knowledge/page.tsx": {
+      "modules": 2091,
+      "gateways": {
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/blocks/registry.ts": 317,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/prefetch.ts": 249,
+        "apps/sim/lib/knowledge/application/knowledge-bases.ts": 198,
+        "apps/sim/app/workspace/[workspaceId]/knowledge/knowledge.tsx": 168,
+        "apps/sim/lib/auth/index.ts": 158,
+        "apps/sim/lib/knowledge/orchestration/index.ts": 121,
+        "apps/sim/lib/knowledge/orchestration/connectors.ts": 116
+      }
+    },
+    "app/workspace/[workspaceId]/layout.tsx": {
+      "modules": 1957,
+      "gateways": {
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/blocks/registry.ts": 316,
+        "apps/sim/app/workspace/[workspaceId]/components/workspace-chrome/index.ts": 255,
+        "apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx": 247,
+        "apps/sim/lib/auth/index.ts": 180,
+        "apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/index.ts": 151,
+        "apps/sim/lib/api/contracts/index.ts": 109,
+        "apps/sim/lib/webhooks/providers/index.ts": 99
+      }
+    },
+    "app/workspace/[workspaceId]/logs/page.tsx": {
+      "modules": 1696,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/logs/logs.tsx": 1421,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/app/workspace/[workspaceId]/logs/components/index.ts": 418,
+        "apps/sim/app/workspace/[workspaceId]/logs/components/log-details/components/execution-snapshot/index.ts": 366,
+        "apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/index.ts": 322,
+        "apps/sim/blocks/registry.ts": 318,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 286,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 256
+      }
+    },
+    "app/workspace/[workspaceId]/page.tsx": {
+      "modules": 5,
+      "gateways": {}
+    },
+    "app/workspace/[workspaceId]/settings/[section]/layout.tsx": {
+      "modules": 4,
+      "gateways": {}
+    },
+    "app/workspace/[workspaceId]/settings/[section]/page.tsx": {
+      "modules": 1977,
+      "gateways": {
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/app/workspace/[workspaceId]/settings/[section]/settings.tsx": 409,
+        "apps/sim/blocks/registry.ts": 320,
+        "apps/sim/lib/auth/index.ts": 282,
+        "apps/sim/lib/api/contracts/index.ts": 106,
+        "apps/sim/lib/webhooks/providers/index.ts": 99,
+        "apps/sim/lib/api/contracts/tools/index.ts": 59,
+        "apps/sim/lib/workflows/lifecycle.ts": 48
+      }
+    },
+    "app/workspace/[workspaceId]/settings/billing/credit-usage/layout.tsx": {
+      "modules": 4,
+      "gateways": {}
+    },
+    "app/workspace/[workspaceId]/settings/billing/credit-usage/page.tsx": {
+      "modules": 1573,
+      "gateways": {
+        "apps/sim/lib/auth/index.ts": 1445,
+        "apps/sim/triggers/index.ts": 447,
+        "apps/sim/blocks/registry.ts": 330,
+        "apps/sim/blocks/registry-maps.ts": 327,
+        "apps/sim/lib/api/contracts/index.ts": 122,
+        "apps/sim/lib/webhooks/providers/index.ts": 99,
+        "apps/sim/stores/workflows/registry/store.ts": 71,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60
+      }
+    },
+    "app/workspace/[workspaceId]/settings/layout.tsx": {
+      "modules": 3,
+      "gateways": {}
+    },
+    "app/workspace/[workspaceId]/settings/page.tsx": {
+      "modules": 1,
+      "gateways": {}
+    },
+    "app/workspace/[workspaceId]/settings/secrets/[credentialId]/page.tsx": {
+      "modules": 1283,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/settings/secrets/[credentialId]/secret-detail.tsx": 1282,
+        "apps/sim/app/workspace/[workspaceId]/components/credential-detail/index.ts": 993,
+        "apps/sim/components/permissions/index.ts": 980,
+        "apps/sim/components/permissions/add-people-modal.tsx": 971,
+        "apps/sim/app/workspace/[workspaceId]/providers/workspace-permissions-provider.tsx": 969,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 333,
+        "apps/sim/blocks/registry-maps.ts": 330
+      }
+    },
+    "app/workspace/[workspaceId]/skills/[skillId]/page.tsx": {
+      "modules": 1374,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/skills/[skillId]/skill-detail.tsx": 1373,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 332,
+        "apps/sim/blocks/registry-maps.ts": 330,
+        "apps/sim/lib/api/contracts/index.ts": 126,
+        "apps/sim/app/workspace/[workspaceId]/skills/components/skill-fields/index.ts": 89,
+        "apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.tsx": 86,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60
+      }
+    },
+    "app/workspace/[workspaceId]/skills/new/page.tsx": {
+      "modules": 1372,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/skills/new/skill-create.tsx": 1371,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 332,
+        "apps/sim/blocks/registry-maps.ts": 330,
+        "apps/sim/lib/api/contracts/index.ts": 126,
+        "apps/sim/app/workspace/[workspaceId]/skills/components/skill-fields/index.ts": 89,
+        "apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-field.tsx": 86,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60
+      }
+    },
+    "app/workspace/[workspaceId]/skills/page.tsx": {
+      "modules": 1236,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/skills/skills.tsx": 962,
+        "apps/sim/app/workspace/[workspaceId]/integrations/components/showcase-with-explore/index.ts": 950,
+        "apps/sim/blocks/registry.ts": 938,
+        "apps/sim/blocks/registry-maps.ts": 936,
+        "apps/sim/triggers/index.ts": 482,
+        "apps/sim/lib/api/contracts/index.ts": 135,
+        "apps/sim/stores/workflows/registry/store.ts": 84,
+        "apps/sim/hooks/queries/deployments.ts": 60
+      }
+    },
+    "app/workspace/[workspaceId]/tables/[tableId]/page.tsx": {
+      "modules": 2186,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/tables/[tableId]/table.tsx": 574,
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/app/workspace/[workspaceId]/w/components/preview/index.ts": 328,
+        "apps/sim/lib/auth/index.ts": 302,
+        "apps/sim/blocks/registry.ts": 301,
+        "apps/sim/app/workspace/[workspaceId]/w/components/preview/components/preview-editor/index.ts": 286,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 259,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 230
+      }
+    },
+    "app/workspace/[workspaceId]/tables/page.tsx": {
+      "modules": 1767,
+      "gateways": {
+        "apps/sim/triggers/registry.ts": 446,
+        "apps/sim/blocks/registry.ts": 327,
+        "apps/sim/lib/auth/index.ts": 296,
+        "apps/sim/app/workspace/[workspaceId]/tables/tables.tsx": 121,
+        "apps/sim/lib/api/contracts/index.ts": 111,
+        "apps/sim/lib/webhooks/providers/index.ts": 99,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60,
+        "apps/sim/app/workspace/[workspaceId]/components/index.ts": 50
+      }
+    },
+    "app/workspace/[workspaceId]/upgrade/page.tsx": {
+      "modules": 263,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/upgrade/upgrade.tsx": 256,
+        "apps/sim/app/workspace/[workspaceId]/upgrade/hooks/index.ts": 210,
+        "apps/sim/lib/billing/client/upgrade.ts": 205,
+        "apps/sim/hooks/queries/organization.ts": 201,
+        "apps/sim/hooks/queries/workspace.ts": 192,
+        "apps/sim/lib/api/contracts/index.ts": 190,
+        "apps/sim/lib/api/contracts/tools/index.ts": 61,
+        "apps/sim/lib/api/contracts/v1/index.ts": 38
+      }
+    },
+    "app/workspace/[workspaceId]/w/[workflowId]/layout.tsx": {
+      "modules": 2145,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/error/index.tsx": 2144,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 540,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/index.ts": 458,
+        "apps/sim/blocks/registry.ts": 318,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/index.ts": 285,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 141,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 134
+      }
+    },
+    "app/workspace/[workspaceId]/w/[workflowId]/page.tsx": {
+      "modules": 2172,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/workflow.tsx": 2171,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 318,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 305,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/index.ts": 267,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/index.ts": 224,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 140,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 133
+      }
+    },
+    "app/workspace/[workspaceId]/w/page.tsx": {
+      "modules": 2145,
+      "gateways": {
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/index.ts": 904,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/index.ts": 458,
+        "apps/sim/blocks/registry.ts": 318,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/index.ts": 285,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/index.ts": 141,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/sub-block.tsx": 134,
+        "apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/error/index.tsx": 133
+      }
+    },
+    "app/workspace/layout.tsx": {
+      "modules": 1194,
+      "gateways": {
+        "apps/sim/app/workspace/providers/socket-provider.tsx": 1184,
+        "apps/sim/triggers/registry.ts": 481,
+        "apps/sim/blocks/registry.ts": 333,
+        "apps/sim/blocks/registry-maps.ts": 330,
+        "apps/sim/lib/api/contracts/index.ts": 139,
+        "apps/sim/stores/workflows/registry/store.ts": 63,
+        "apps/sim/hooks/queries/deployments.ts": 60,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60
+      }
+    },
+    "app/workspace/page.tsx": {
+      "modules": 1188,
+      "gateways": {
+        "apps/sim/lib/auth/stale-session-recovery.ts": 959,
+        "apps/sim/triggers/index.ts": 482,
+        "apps/sim/blocks/registry.ts": 333,
+        "apps/sim/blocks/registry-maps.ts": 330,
+        "apps/sim/lib/api/contracts/index.ts": 138,
+        "apps/sim/stores/workflows/registry/store.ts": 62,
+        "apps/sim/lib/api/contracts/tools/index.ts": 60,
+        "apps/sim/hooks/queries/deployments.ts": 56
+      }
+    }
+  }
+}
diff --git a/scripts/check-tool-registry-boundary.ts b/scripts/check-tool-registry-boundary.ts
index e2d33bf862c..a47b09ebfe2 100644
--- a/scripts/check-tool-registry-boundary.ts
+++ b/scripts/check-tool-registry-boundary.ts
@@ -1,6 +1,7 @@
 #!/usr/bin/env bun
 /**
- * Fails if a workspace route can reach the executable tool registry.
+ * Fails if a workspace route can reach the executable tool registry, or if any
+ * route's module graph grows past its recorded baseline.
  *
  * `@/tools/registry` is a barrel over 4,300+ tools whose `ToolConfig`s hold
  * closures (`request.headers`, `transformResponse`, `directExecution`). Those
@@ -19,11 +20,21 @@
  * `formatParameterLabel`. Neither import looks remotely suspicious at the call
  * site, which is why this is a lint and not a convention.
  *
+ * The registry is only the loudest instance of the problem. The same walk yields
+ * each entry's exact module count, so `--check` additionally ratchets those
+ * counts against `check-tool-registry-boundary.baseline.json` (mirroring
+ * `check-react-query-patterns.ts`): an entry may not exceed its recorded size by
+ * more than `max(25 modules, 2%)`. A regression is reported with the dominator
+ * chain that grew — the import edge every one of the new modules must pass
+ * through — because a bare number is not actionable.
+ *
  * Usage:
- *   bun run scripts/check-tool-registry-boundary.ts
- *   bun run scripts/check-tool-registry-boundary.ts --verbose   # print counts
+ *   bun run scripts/check-tool-registry-boundary.ts            # registry gate only
+ *   bun run scripts/check-tool-registry-boundary.ts --check    # + graph-weight ratchet
+ *   bun run scripts/check-tool-registry-boundary.ts --verbose  # print counts
+ *   bun run scripts/check-tool-registry-boundary.ts --update-baseline
  */
-import { existsSync, readdirSync, readFileSync, statSync } from 'node:fs'
+import { existsSync, readdirSync, readFileSync, statSync, writeFileSync } from 'node:fs'
 import { dirname, join, relative, resolve } from 'node:path'
 import { fileURLToPath } from 'node:url'
 
@@ -74,8 +85,14 @@ const EXTENSIONS = ['.ts', '.tsx', '.js', '.jsx', '.mjs']
  * `REQUIRE_RE` matters for the same reason: this codebase uses lazy
  * `require('@/…')` to break import cycles (`tools/params.ts` reaches `@/blocks`
  * that way), and those edges are as real as static ones.
+ *
+ * In `IMPORT_RE` the `from` clause is optional AND lazily optional (`??`). A
+ * greedy `?` tries to match the clause before trying to skip it, so a bare
+ * side-effect import (`import '@/executor'`) was swallowed as the prefix of the
+ * *next* statement's `from`: that edge was dropped and the next one attributed to
+ * the wrong importer.
  */
-const IMPORT_RE = /(?:^|\n)\s*import\s+(?!type\b)(?:[\s\S]*?from\s*)?['"]([^'"]+)['"]/g
+const IMPORT_RE = /(?:^|\n)\s*import\s+(?!type\b)(?:[\s\S]*?from\s*)??['"]([^'"]+)['"]/g
 const REEXPORT_RE =
   /(?:^|\n)\s*export\s+(?!type\b)(?:\*(?:\s+as\s+[\w$]+)?|\{[\s\S]*?\})\s*from\s*['"]([^'"]+)['"]/g
 const DYNAMIC_IMPORT_RE = /\bimport\s*\(\s*['"]([^'"]+)['"]\s*\)/g
@@ -105,41 +122,75 @@ function resolveSpecifier(specifier: string, importer: string): string | null {
   return null
 }
 
+const NO_DEPS: readonly string[] = []
+
+/**
+ * Resolved value-import edges out of one file.
+ *
+ * Memoized across entries: the 34 entries overlap heavily (every route drags in
+ * the same shell), so without this each file is re-read and re-scanned once per
+ * entry that reaches it. The cache is what pays for the dominator analysis added
+ * below — the whole check got faster, not slower.
+ */
+const depsCache = new Map<string, readonly string[]>()
+
+function depsOf(file: string): readonly string[] {
+  const cached = depsCache.get(file)
+  if (cached) return cached
+
+  let source: string
+  try {
+    source = readFileSync(file, 'utf8')
+  } catch {
+    depsCache.set(file, NO_DEPS)
+    return NO_DEPS
+  }
+
+  const deps: string[] = []
+  const seen = new Set<string>()
+  for (const pattern of [IMPORT_RE, REEXPORT_RE, DYNAMIC_IMPORT_RE, REQUIRE_RE]) {
+    pattern.lastIndex = 0
+    let match = pattern.exec(source)
+    while (match !== null) {
+      const resolved = resolveSpecifier(match[1], file)
+      if (resolved && !seen.has(resolved)) {
+        seen.add(resolved)
+        deps.push(resolved)
+      }
+      match = pattern.exec(source)
+    }
+  }
+  depsCache.set(file, deps)
+  return deps
+}
+
 interface Walk {
+  entry: string
   reachable: Set<string>
   importedBy: Map<string, string>
 }
 
+/**
+ * Breadth-first so `importedBy` records the *shortest* path to each module —
+ * a depth-first parent chain reports whatever winding route the stack happened
+ * to take, which reads as noise in a failure message.
+ */
 function walk(entry: string): Walk {
-  const reachable = new Set<string>()
+  const reachable = new Set<string>([entry])
   const importedBy = new Map<string, string>()
   const queue = [entry]
-  reachable.add(entry)
-
-  while (queue.length > 0) {
-    const file = queue.pop() as string
-    let source: string
-    try {
-      source = readFileSync(file, 'utf8')
-    } catch {
-      continue
-    }
-    for (const pattern of [IMPORT_RE, REEXPORT_RE, DYNAMIC_IMPORT_RE, REQUIRE_RE]) {
-      pattern.lastIndex = 0
-      let match = pattern.exec(source)
-      while (match !== null) {
-        const resolved = resolveSpecifier(match[1], file)
-        if (resolved && !reachable.has(resolved)) {
-          reachable.add(resolved)
-          importedBy.set(resolved, file)
-          queue.push(resolved)
-        }
-        match = pattern.exec(source)
-      }
+
+  for (let head = 0; head < queue.length; head++) {
+    const file = queue[head]
+    for (const resolved of depsOf(file)) {
+      if (reachable.has(resolved)) continue
+      reachable.add(resolved)
+      importedBy.set(resolved, file)
+      queue.push(resolved)
     }
   }
 
-  return { reachable, importedBy }
+  return { entry, reachable, importedBy }
 }
 
 /** Walks parent links back to the entry so the offending edge is obvious. */
@@ -153,9 +204,234 @@ function explainChain({ importedBy }: Walk, target: string): string[] {
   return chain.reverse()
 }
 
+const BASELINE_PATH = join(SCRIPT_DIR, 'check-tool-registry-boundary.baseline.json')
+
+/**
+ * A graph may grow by `max(TOLERANCE_MODULES, TOLERANCE_PERCENT%)` before failing.
+ *
+ * Both halves are needed. A pure percentage lets the 2,186-module workflow route
+ * absorb 40 modules while pinning the 263-module upgrade route to 5, which would
+ * fail on an ordinary component addition. A pure absolute number is the same
+ * trade in reverse. The floor is sized so adding a feature's worth of components
+ * and hooks is free, while every regression this guard has actually seen — the
+ * `listTables` prefetch at +444, the registry at +4,700 — is far outside it.
+ */
+const TOLERANCE_MODULES = 25
+const TOLERANCE_PERCENT = 2
+
+/** Smallest dominated subtree worth naming as a gateway in the baseline. */
+const GATEWAY_MIN_MODULES = 30
+/** Gateways recorded per entry, largest first. */
+const GATEWAY_LIMIT = 8
+
+interface BaselineEntry {
+  modules: number
+  /** Module → number of modules reachable *only* through it. See `gatewaysFor`. */
+  gateways: Record<string, number>
+}
+
+interface Baseline {
+  generatedFrom: string
+  tolerance: { modules: number; percent: number }
+  entries: Record<string, BaselineEntry>
+}
+
+function allowanceFor(baselineModules: number): number {
+  return Math.max(TOLERANCE_MODULES, Math.ceil((baselineModules * TOLERANCE_PERCENT) / 100))
+}
+
+interface Dominators {
+  /** Immediate dominator of each module; the entry maps to itself. */
+  idom: Map<string, string>
+  /** Size of each module's dominator subtree — its exclusive cost to this entry. */
+  weight: Map<string, number>
+}
+
+/**
+ * Dominator tree of the entry's import graph (Cooper–Harvey–Kennedy).
+ *
+ * The point is the weight: a module's dominator-subtree size is exactly how many
+ * modules would leave the graph if its incoming edge were cut. That turns "this
+ * page gained 444 modules" into "this page gained 444 modules through
+ * `lib/table/index.ts`", which names the import to delete.
+ *
+ * Computed lazily — only for entries that regress, plus every entry during
+ * `--update-baseline`.
+ */
+function dominators({ entry, reachable }: Walk): Dominators {
+  const succ = new Map<string, string[]>()
+  for (const file of reachable) {
+    succ.set(
+      file,
+      depsOf(file).filter((dep) => reachable.has(dep))
+    )
+  }
+
+  // Iterative DFS postorder, then reverse it for the RPO numbering the
+  // algorithm's `intersect` walks against.
+  const postorder: string[] = []
+  const visited = new Set<string>([entry])
+  const stack: Array<{ node: string; next: number }> = [{ node: entry, next: 0 }]
+  while (stack.length > 0) {
+    const frame = stack[stack.length - 1]
+    const children = succ.get(frame.node) as string[]
+    if (frame.next < children.length) {
+      const child = children[frame.next++]
+      if (!visited.has(child)) {
+        visited.add(child)
+        stack.push({ node: child, next: 0 })
+      }
+    } else {
+      postorder.push(frame.node)
+      stack.pop()
+    }
+  }
+
+  const rpo = [...postorder].reverse()
+  const rpoIndex = new Map<string, number>()
+  rpo.forEach((node, index) => rpoIndex.set(node, index))
+
+  const preds = new Map<string, string[]>()
+  for (const [file, children] of succ) {
+    if (!rpoIndex.has(file)) continue
+    for (const child of children) {
+      if (!rpoIndex.has(child)) continue
+      const list = preds.get(child)
+      if (list) list.push(file)
+      else preds.set(child, [file])
+    }
+  }
+
+  const idom = new Map<string, string>([[entry, entry]])
+  const intersect = (a: string, b: string): string => {
+    let left = a
+    let right = b
+    while (left !== right) {
+      while ((rpoIndex.get(left) as number) > (rpoIndex.get(right) as number))
+        left = idom.get(left) as string
+      while ((rpoIndex.get(right) as number) > (rpoIndex.get(left) as number))
+        right = idom.get(right) as string
+    }
+    return left
+  }
+
+  let changed = true
+  while (changed) {
+    changed = false
+    for (let i = 1; i < rpo.length; i++) {
+      const node = rpo[i]
+      let candidate: string | null = null
+      for (const pred of preds.get(node) ?? []) {
+        if (!idom.has(pred)) continue
+        candidate = candidate === null ? pred : intersect(candidate, pred)
+      }
+      if (candidate !== null && idom.get(node) !== candidate) {
+        idom.set(node, candidate)
+        changed = true
+      }
+    }
+  }
+
+  // A node's dominator parent always has a smaller RPO index, so folding sizes
+  // from the deepest index upward completes every subtree in one pass.
+  const weight = new Map<string, number>()
+  for (const node of rpo) weight.set(node, 1)
+  for (let i = rpo.length - 1; i >= 1; i--) {
+    const node = rpo[i]
+    const parent = idom.get(node)
+    if (!parent || parent === node) continue
+    weight.set(parent, (weight.get(parent) as number) + (weight.get(node) as number))
+  }
+
+  return { idom, weight }
+}
+
+/**
+ * The heaviest gateway modules of an entry, collapsed to one per chain.
+ *
+ * In a pass-through chain `a → b → c` every link dominates the same subtree, so
+ * reporting all three says the same thing three times. `weight[idom] > weight + 1`
+ * keeps only the topmost link of each chain — the branch point nearest the entry,
+ * which is the edge a developer can actually delete.
+ */
+function gatewaysFor(walkResult: Walk, doms: Dominators): Array<[string, number]> {
+  const gateways: Array<[string, number]> = []
+  for (const [node, size] of doms.weight) {
+    if (node === walkResult.entry || size < GATEWAY_MIN_MODULES) continue
+    const parent = doms.idom.get(node)
+    if (!parent || parent === node) continue
+    if (parent !== walkResult.entry && (doms.weight.get(parent) as number) <= size + 1) continue
+    gateways.push([relative(ROOT, node), size])
+  }
+  gateways.sort((a, b) => b[1] - a[1] || a[0].localeCompare(b[0]))
+  return gateways.slice(0, GATEWAY_LIMIT)
+}
+
+/** Dominator-tree ancestry of a module: the edges every path from the entry crosses. */
+function dominatorChain(walkResult: Walk, doms: Dominators, target: string): string[] {
+  const chain: string[] = []
+  let current = target
+  for (let guard = 0; guard < 10_000; guard++) {
+    chain.push(relative(ROOT, current))
+    if (current === walkResult.entry) break
+    const parent = doms.idom.get(current)
+    if (!parent || parent === current) break
+    current = parent
+  }
+  return chain.reverse()
+}
+
+function loadBaseline(): Baseline | null {
+  try {
+    return JSON.parse(readFileSync(BASELINE_PATH, 'utf8')) as Baseline
+  } catch {
+    return null
+  }
+}
+
+const RERECORD_COMMAND = 'bun run scripts/check-tool-registry-boundary.ts --update-baseline'
+const REBASELINE_HINT = `If the growth is intentional, re-record it: ${RERECORD_COMMAND}`
+
+/**
+ * Reports a regressed entry by naming the gateways that grew, not just the delta.
+ *
+ * Baseline gateways are matched by path, so an edge that is new (absent from the
+ * baseline) and an edge that got heavier are both surfaced, largest growth first.
+ */
+function reportRegression(entry: string, walkResult: Walk, before: BaselineEntry, after: number) {
+  const allowance = allowanceFor(before.modules)
+  console.error(
+    `\n❌ ${entry} grew to ${after} modules (baseline ${before.modules}, +${after - before.modules}, allowed +${allowance})`
+  )
+
+  const doms = dominators(walkResult)
+  const growth = gatewaysFor(walkResult, doms)
+    .map(([module, size]) => ({ module, size, delta: size - (before.gateways[module] ?? 0) }))
+    .filter((row) => row.delta > 0)
+    .sort((a, b) => b.delta - a.delta)
+
+  if (growth.length === 0) {
+    console.error(
+      '   No single import edge accounts for it — the growth is spread across many small modules.'
+    )
+    console.error(`   Compare with --verbose to see which entries moved. ${REBASELINE_HINT}`)
+    return
+  }
+
+  for (const row of growth.slice(0, 3)) {
+    console.error(`   +${row.delta} modules reach it only via ${row.module} (${row.size} total):`)
+    const chain = dominatorChain(walkResult, doms, join(ROOT, row.module))
+    for (const step of chain) console.error(`     ${step}`)
+  }
+  console.error(`   ${REBASELINE_HINT}`)
+}
+
 function main() {
   const verbose = process.argv.includes('--verbose')
+  const check = process.argv.includes('--check')
+  const update = process.argv.includes('--update-baseline')
   const failures: string[] = []
+  let ratchetFailures = 0
 
   const entryRoot = join(APP, ENTRY_ROOT)
   if (!existsSync(entryRoot)) {
@@ -170,9 +446,10 @@ function main() {
     process.exit(1)
   }
 
+  const walked = new Map<string, Walk>()
   for (const entry of entries) {
-    const entryPath = join(APP, entry)
-    const result = walk(entryPath)
+    const result = walk(join(APP, entry))
+    walked.set(entry, result)
     if (result.reachable.has(FORBIDDEN)) {
       failures.push(entry)
       console.error(`\n❌ ${entry} can reach @/tools/registry via:`)
@@ -184,6 +461,83 @@ function main() {
     }
   }
 
+  if (update) {
+    const baseline: Baseline = {
+      generatedFrom: `${ENTRY_ROOT} page/layout module graphs`,
+      tolerance: { modules: TOLERANCE_MODULES, percent: TOLERANCE_PERCENT },
+      entries: {},
+    }
+    for (const entry of entries) {
+      const result = walked.get(entry) as Walk
+      baseline.entries[entry] = {
+        modules: result.reachable.size,
+        gateways: Object.fromEntries(gatewaysFor(result, dominators(result))),
+      }
+    }
+    writeFileSync(BASELINE_PATH, `${JSON.stringify(baseline, null, 2)}\n`)
+    console.log(
+      `✓ Baseline written for ${entries.length} entries: ${relative(ROOT, BASELINE_PATH)}`
+    )
+    process.exit(failures.length > 0 ? 1 : 0)
+  }
+
+  if (check) {
+    const baseline = loadBaseline()
+    if (!baseline) {
+      console.error(
+        `\n❌ Missing ${relative(ROOT, BASELINE_PATH)}. Refusing to pass without a ratchet — ` +
+          'generate it with --update-baseline.'
+      )
+      process.exit(1)
+    }
+
+    const shrunk: string[] = []
+    const unbaselined: string[] = []
+    let regressed = 0
+
+    for (const entry of entries) {
+      const result = walked.get(entry) as Walk
+      const before = baseline.entries[entry]
+      if (!before) {
+        unbaselined.push(`${entry} (${result.reachable.size} modules)`)
+        continue
+      }
+      const after = result.reachable.size
+      if (after > before.modules + allowanceFor(before.modules)) {
+        regressed++
+        reportRegression(entry, result, before, after)
+      } else if (after < before.modules - allowanceFor(before.modules)) {
+        shrunk.push(`${entry}: ${before.modules} → ${after} (−${before.modules - after})`)
+      }
+    }
+
+    const removed = Object.keys(baseline.entries).filter((entry) => !entries.includes(entry))
+
+    if (shrunk.length > 0) {
+      console.log(`\nℹ ${shrunk.length} entr(ies) shrank below baseline:`)
+      for (const line of shrunk) console.log(`     ${line}`)
+      console.log(`   Lock the win in, or it can be spent again: ${RERECORD_COMMAND}`)
+    }
+    if (unbaselined.length > 0) {
+      console.log(`\nℹ ${unbaselined.length} new entr(ies) not yet in the baseline (unratcheted):`)
+      for (const line of unbaselined) console.log(`     ${line}`)
+      console.log(`   ${REBASELINE_HINT}`)
+    }
+    if (removed.length > 0) {
+      console.log(`\nℹ ${removed.length} baseline entr(ies) no longer exist: ${removed.join(', ')}`)
+    }
+
+    if (regressed > 0) {
+      ratchetFailures = regressed
+      console.error(
+        `\n${regressed} route(s) exceeded their module-graph baseline by more than max(${TOLERANCE_MODULES}, ${TOLERANCE_PERCENT}%).`
+      )
+      console.error(
+        'Every module in a page graph is parsed and shipped, so this is a real page-weight cost.'
+      )
+    }
+  }
+
   if (failures.length > 0) {
     console.error(
       `\n${failures.length} route(s) reach the executable tool registry, which adds ~4,700 modules to each.`
@@ -195,10 +549,13 @@ function main() {
       '(outputs), or `@/tools/tool-ids` (existence/resolution). Only code that executes a tool'
     )
     console.error('may import `getTool`. See .agents/skills/tool-registry-boundary/SKILL.md.')
-    process.exit(1)
   }
 
+  if (failures.length > 0 || ratchetFailures > 0) process.exit(1)
+
   console.log(`✓ tool registry stays out of ${entries.length} workspace page/layout graphs`)
+  if (check)
+    console.log(`✓ ${entries.length} page/layout graphs within their module-count baseline`)
 }
 
 main()
diff --git a/scripts/openapi/documents.test.ts b/scripts/openapi/documents.test.ts
index 0464b7f8eca..862b138819c 100644
--- a/scripts/openapi/documents.test.ts
+++ b/scripts/openapi/documents.test.ts
@@ -25,13 +25,13 @@ const DOCUMENTS = [
 ] as const
 
 const EXPECTED_OPERATION_COUNTS = new Map<string, number>([
-  ['apps/docs/openapi-v2-workflows.json', 21],
+  ['apps/docs/openapi-v2-workflows.json', 22],
   ['apps/docs/openapi-v2-logs.json', 2],
-  ['apps/docs/openapi-v2-files-audit.json', 21],
-  ['apps/docs/openapi-v2-tables.json', 43],
-  ['apps/docs/openapi-v2-knowledge.json', 18],
+  ['apps/docs/openapi-v2-files-audit.json', 22],
+  ['apps/docs/openapi-v2-tables.json', 44],
+  ['apps/docs/openapi-v2-knowledge.json', 21],
   ['apps/docs/openapi-v2-billing.json', 2],
-  ['apps/docs/openapi-v2-resources.json', 21],
+  ['apps/docs/openapi-v2-resources.json', 22],
 ])
 
 function getOperation(spec: JsonObject, path: string, method: string): JsonObject {
@@ -163,8 +163,7 @@ describe('generated OpenAPI documents', () => {
         })
       }
     }
-
-    expect(totalOperations).toBe(128)
+    expect(totalOperations).toBe(135)
   })
 
   it('documents mixed workflow execution and resume responses', () => {
diff --git a/scripts/openapi/generator.test.ts b/scripts/openapi/generator.test.ts
index 1162abaa8e1..252cdcce25c 100644
--- a/scripts/openapi/generator.test.ts
+++ b/scripts/openapi/generator.test.ts
@@ -3,6 +3,7 @@ import { z } from 'zod'
 import { defineRouteContract } from '../../apps/sim/lib/api/contracts/types'
 import { billingOpenApiDocument } from '../../apps/sim/lib/api/contracts/v2/openapi/billing'
 import { filesAuditOpenApiDocument } from '../../apps/sim/lib/api/contracts/v2/openapi/files-audit'
+import { workflowsOpenApiDocument } from '../../apps/sim/lib/api/contracts/v2/openapi/workflows'
 import {
   defineOpenApiDocument,
   defineOpenApiRoute,
@@ -581,19 +582,46 @@ describe('OpenAPI generator', () => {
     ])
   })
 
-  it('uses string wire values for transformed boolean defaults', () => {
+  /**
+   * `recursive` is declared with `z.stringbool()`, which accepts only strings
+   * (including `yes`/`no`/`on`/`off`), so `type: 'string'` is what the wire
+   * genuinely takes. It is the last v2 boolean query param not on
+   * `booleanQueryFlagSchema`; moving it would *narrow* the accepted set, which
+   * is why it stays and is pinned here instead.
+   */
+  it('uses string wire values for a stringbool query param', () => {
     const spec = generateOpenApiDocument(filesAuditOpenApiDocument)
     const deleteFolder = getOperation(spec, '/api/v2/files/folders', 'delete')
     const deleteFolderParameters = deleteFolder.parameters as JsonObject[]
     const recursive = deleteFolderParameters.find((parameter) => parameter.name === 'recursive')
-    const listAuditLogs = getOperation(spec, '/api/v2/audit-logs', 'get')
-    const listAuditLogParameters = listAuditLogs.parameters as JsonObject[]
+
+    expect(recursive?.schema).toMatchObject({ type: 'string', default: 'false' })
+  })
+
+  /**
+   * Every other v2 boolean query param documents a real boolean.
+   * `includeDeparted` and `includeOutput` used to be `'true'`/`'false'` string
+   * enums inherited from the internal shapes they reused, so the spec told
+   * callers to send a string for what four sibling params took as a boolean.
+   */
+  it('documents boolean query flags as booleans', () => {
+    const auditSpec = generateOpenApiDocument(filesAuditOpenApiDocument)
+    const listAuditLogParameters = getOperation(auditSpec, '/api/v2/audit-logs', 'get')
+      .parameters as JsonObject[]
     const includeDeparted = listAuditLogParameters.find(
       (parameter) => parameter.name === 'includeDeparted'
     )
 
-    expect(recursive?.schema).toMatchObject({ type: 'string', default: 'false' })
-    expect(includeDeparted?.schema).toMatchObject({ type: 'string', default: 'false' })
+    const workflowSpec = generateOpenApiDocument(workflowsOpenApiDocument)
+    const getRunParameters = getOperation(
+      workflowSpec,
+      '/api/v2/workflows/{id}/runs/{runId}',
+      'get'
+    ).parameters as JsonObject[]
+    const includeOutput = getRunParameters.find((parameter) => parameter.name === 'includeOutput')
+
+    expect(includeDeparted?.schema).toMatchObject({ type: 'boolean' })
+    expect(includeOutput?.schema).toMatchObject({ type: 'boolean' })
   })
 
   it('documents binary download response headers', () => {