> ## Documentation Index
> Fetch the complete documentation index at: https://docs.valendata.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Run an app tool

> Run one tool on your connected account and get what the app answered.

Send the tool's inputs in `inputs`, by the names [List an app's tools](/api-reference/apps/list-tools) gives. `data` is the app's answer, as the app gave it.

A `read` tool needs `apps:read`. A `write` tool needs `apps:write` and acts in your real account: the email is sent, the event is created. Send an `Idempotency-Key` so a retry after a timeout does not send it twice. See [Idempotency](/api-reference/pagination-and-idempotency#idempotency).

| Status | Why |
| - | - |
| `404` | The app has no such tool. `detail` points to its tool list. |
| `409` `app_not_connected` | You have not connected the app, or its connection expired. `detail.connect_url` connects it. |
| `422` | The body is not valid. |
| `502` | The app refused the call, for example a missing or wrong input. `detail` gives the app's reason. |

MCP tools: `read_from_app` runs a `read` tool, `act_in_app` a `write` tool.


## OpenAPI

````yaml POST /v1/apps/{app}/tools/{tool}/run
openapi: 3.1.0
info:
  title: Valendata REST API
  version: 1.0.0
  description: >-
    Create, run, schedule, and improve skills and workflows over JSON and HTTPS.
    Every route is under `/v1`; changes inside v1 are additive only (new routes,
    new optional parameters, new response fields). A route that will go away is
    marked `deprecated` here and answers with `Deprecation`, `Sunset` and a
    `Link` to its replacement for at least six months before it is removed.
    Errors, limits, pagination and idempotency:
    https://docs.valendata.com/api-reference/errors.
  license:
    name: Proprietary
    url: https://www.valendata.com/terms-and-conditions
servers:
  - url: https://api.valendata.com
    description: Production
security:
  - ApiKeyAuth: []
  - ApiKeyHeader: []
tags:
  - name: Skills
    description: List, create, read, update, and delete skills.
  - name: Marketplace
    description: Find a skill by the task, with its price per run and track record.
  - name: Runs
    description: Run skills and workflows, read any run, and cancel one.
  - name: Skill versions
    description: List, compare, restore, and pin a skill's versions.
  - name: Improvements
    description: >-
      Fix a skill, add fields, or re-learn its detail steps, and read its change
      history.
  - name: Schedules
    description: Run a skill or workflow on a fixed cadence.
  - name: Workflows
    description: List, create, read, update, and delete workflows.
  - name: Logins
    description: Saved website logins a skill can sign in with.
  - name: Connected apps
    description: >-
      Your own accounts (Gmail, Calendar, Slack …): connect them, list their
      tools, and run one.
  - name: Account and usage
    description: Your plan, credit balance, and usage.
  - name: Webhooks
    description: The secret that signs webhook deliveries.
paths:
  /v1/apps/{app}/tools/{tool}/run:
    post:
      tags:
        - Connected apps
      summary: Run an app tool
      description: >-
        Run one tool on your connected account with `inputs`, and get what the
        app answered in `data`. A `read` tool needs `apps:read`; a `write` tool
        needs `apps:write` and acts in your real account (an email is sent, an
        event is created), so send an `Idempotency-Key` to make a retry safe.
        `409` with code `app_not_connected` when you have not connected the app:
        `detail.connect_url` connects it. `502` when the app refused the call
        (`detail` says why).
      operationId: run_app_tool
      parameters:
        - name: app
          in: path
          required: true
          schema:
            type: string
            title: App
          example: gmail
        - name: tool
          in: path
          required: true
          schema:
            type: string
            title: Tool
          example: GMAIL_FETCH_EMAILS
        - $ref: '#/components/parameters/IdempotencyKey'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RunAppToolRequest'
            example:
              inputs:
                query: is:unread
                max_results: 2
      responses:
        '200':
          description: What the app answered.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AppToolResult'
              example:
                app: gmail
                tool: GMAIL_FETCH_EMAILS
                kind: read
                data:
                  messages:
                    - messageId: 19a2f0c4e1b7d3a5
                      sender: Ada <ada@example.com>
                      subject: Q4 plan
                      messageTimestamp: '2026-10-08T09:12:00Z'
                      preview:
                        body: Here is the plan for Q4…
                  nextPageToken: null
          headers:
            X-Request-ID:
              $ref: '#/components/headers/X-Request-ID'
            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'
            Idempotent-Replayed:
              $ref: '#/components/headers/Idempotent-Replayed'
        '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'
        '422':
          $ref: '#/components/responses/Unprocessable'
        '429':
          $ref: '#/components/responses/RateLimited'
        '500':
          $ref: '#/components/responses/InternalError'
        '502':
          $ref: '#/components/responses/BadGateway'
        '503':
          $ref: '#/components/responses/ServiceUnavailable'
      security:
        - ApiKeyAuth: []
        - ApiKeyHeader: []
components:
  parameters:
    IdempotencyKey:
      name: Idempotency-Key
      in: header
      required: false
      schema:
        type: string
        minLength: 1
        maxLength: 255
      description: >-
        Any unique string (such as your order id). Resending the same request
        with the same key within 24 hours returns the first answer (with
        `Idempotent-Replayed: true`) and does nothing twice; the same key with a
        different request is a 422 `idempotency_key_reused`.
      example: order-1234
  schemas:
    RunAppToolRequest:
      properties:
        inputs:
          additionalProperties: true
          type: object
          title: Inputs
          description: The tool's inputs, by name.
      type: object
      title: RunAppToolRequest
    AppToolResult:
      properties:
        app:
          type: string
          title: App
        tool:
          type: string
          title: Tool
        kind:
          type: string
          enum:
            - read
            - write
          title: Kind
        data:
          anyOf:
            - {}
            - type: 'null'
          title: Data
          description: What the app answered, as it answered it.
      type: object
      required:
        - app
        - tool
        - kind
      title: AppToolResult
    Error:
      type: object
      required:
        - detail
        - code
        - type
        - request_id
      properties:
        detail:
          description: What went wrong. A string, or an object for errors with more to say.
          oneOf:
            - type: string
            - additionalProperties: true
              type: object
        code:
          type: string
          description: >-
            Stable machine-readable code. Known values: `bad_request`,
            `invalid_json`, `invalid_cursor`, `invalid_idempotency_key`,
            `unauthorized`, `payment_required`, `permission_denied`,
            `not_found`, `method_not_allowed`, `conflict`, `app_not_connected`,
            `idempotency_key_in_use`, `idempotent_replay_unavailable`,
            `payload_too_large`, `unsupported_media_type`, `validation_error`,
            `idempotency_key_reused`, `rate_limited`, `internal_error`,
            `upstream_error`, `service_unavailable`.
          example: not_found
        type:
          type: string
          enum:
            - invalid_request_error
            - authentication_error
            - billing_error
            - permission_error
            - conflict_error
            - idempotency_error
            - rate_limit_error
            - api_error
          description: The broad category of the error.
        request_id:
          type: string
          description: Also in the `X-Request-ID` header.
          example: 3f9a1c2b7d4e
        param:
          type: string
          description: >-
            The field at fault, on validation errors (dotted path, e.g.
            `inputs.city`).
        errors:
          type: array
          items:
            additionalProperties: true
            type: object
          description: Every validation problem, on a 422 from request validation.
  headers:
    X-Request-ID:
      description: >-
        This request's id (yours, if you sent a valid `X-Request-ID`). Quote it
        to support.
      schema:
        type: string
    X-RateLimit-Limit:
      description: Requests a minute this API key may make.
      schema:
        type: integer
    X-RateLimit-Remaining:
      description: Requests left in the current minute.
      schema:
        type: integer
    X-RateLimit-Reset:
      description: Unix time (seconds) the current window ends.
      schema:
        type: integer
    Idempotent-Replayed:
      description: >-
        `true` when this is the stored answer to an earlier request with the
        same Idempotency-Key.
      schema:
        type: string
    Retry-After:
      description: Seconds to wait before retrying.
      schema:
        type: integer
  responses:
    BadRequest:
      description: >-
        The request is malformed: the body is not JSON, the cursor or
        Idempotency-Key is not valid.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: >-
              The request is malformed: the body is not JSON, the cursor or
              Idempotency-Key is not valid.
            code: invalid_json
            type: invalid_request_error
            request_id: 3f9a1c2b7d4e
    Unauthorized:
      description: The API key is missing, malformed, revoked, or expired.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: The API key is missing, malformed, revoked, or expired.
            code: unauthorized
            type: authentication_error
            request_id: 3f9a1c2b7d4e
    Forbidden:
      description: >-
        The key lacks a scope, is limited to other skills or workflows, or you
        may not do this.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: >-
              The key lacks a scope, is limited to other skills or workflows, or
              you may not do this.
            code: permission_denied
            type: permission_error
            request_id: 3f9a1c2b7d4e
    NotFound:
      description: It does not exist, or it is not yours to see.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: It does not exist, or it is not yours to see.
            code: not_found
            type: invalid_request_error
            request_id: 3f9a1c2b7d4e
    Conflict:
      description: >-
        A conflict with the current state, or a request with this
        Idempotency-Key is still running.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
        Retry-After:
          $ref: '#/components/headers/Retry-After'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: >-
              A conflict with the current state, or a request with this
              Idempotency-Key is still running.
            code: conflict
            type: conflict_error
            request_id: 3f9a1c2b7d4e
    Unprocessable:
      description: >-
        A field is invalid (`param` names it), or the Idempotency-Key was used
        with a different request.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: 'Invalid request — name: Field required'
            code: validation_error
            type: invalid_request_error
            request_id: 3f9a1c2b7d4e
            param: name
            errors:
              - type: missing
                loc:
                  - body
                  - name
                msg: Field required
    RateLimited:
      description: >-
        Too many requests for this key, or too many runs in progress. Wait
        `Retry-After` seconds.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
        Retry-After:
          $ref: '#/components/headers/Retry-After'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: >-
              Too many requests for this key, or too many runs in progress. Wait
              `Retry-After` seconds.
            code: rate_limited
            type: rate_limit_error
            request_id: 3f9a1c2b7d4e
    InternalError:
      description: >-
        Something broke on our side. Retry; runs that fail on our side are
        refunded.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: >-
              Something broke on our side. Retry; runs that fail on our side are
              refunded.
            code: internal_error
            type: api_error
            request_id: 3f9a1c2b7d4e
    BadGateway:
      description: >-
        A connected app, or the service that connects it, answered with an error
        or could not be reached.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: >-
              A connected app, or the service that connects it, answered with an
              error or could not be reached.
            code: upstream_error
            type: api_error
            request_id: 3f9a1c2b7d4e
    ServiceUnavailable:
      description: >-
        This part of the API is not available on the server right now. Retry
        later.
      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'
        X-Request-ID:
          $ref: '#/components/headers/X-Request-ID'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            detail: >-
              This part of the API is not available on the server right now.
              Retry later.
            code: service_unavailable
            type: api_error
            request_id: 3f9a1c2b7d4e
  securitySchemes:
    ApiKeyAuth:
      type: http
      scheme: bearer
      bearerFormat: vd_sk_...
      description: >-
        API key with the `vd_sk_` prefix, as `Authorization: Bearer vd_sk_...`.
        Create keys in Settings → API Keys.
    ApiKeyHeader:
      type: apiKey
      in: header
      name: x-api-key
      description: The same API key in the `x-api-key` header.

````

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