Seekr

Seekr Tools API

The Tools API from Seekr — 7 operation(s) for tools.

GitHub OpenAPI

Operations 11

POST /v1/flow/tools Create Tool #
GET /v1/flow/tools List Tools #
GET /v1/flow/tools/{tool_id} Get Tool #
PATCH /v1/flow/tools/{tool_id} Update tool #
PUT /v1/flow/tools/{tool_id} Replace tool #
DELETE /v1/flow/tools/{tool_id} Delete Tool #
GET /v1/flow/tools/{tool_id}/agents Get Agents For Tool #
PATCH /v1/flow/tools/{tool_id}/diff Preview tool update #
POST /v1/flow/tools/{tool_id}/duplicate Duplicate Tool #
POST /v1/flow/internal/tools/mcp-connector/sync Sync MCP connector tool lifecycle state #
GET /v1/flow/internal/tools/tool-metadata/{tool_id} Resolve tool metadata by tool ID #

Documentation

📖
Documentation
https://docs.seekr.com/flow
📖
APIReference
https://docs.seekr.com/flow/reference/getting-started-with-your-api
📖
Authentication
https://raw.githubusercontent.com/api-evangelist/seekr/refs/heads/main/authentication/seekr-authentication.yml
📖
Documentation
https://docs.seekr.com/flow/components/agents
📖
Documentation
https://docs.seekr.com/flow/components/explainability
📖
Documentation
https://docs.seekr.com/flow/sdk/getting-started

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/seekr/refs/heads/main/openapi/seekr-tools-api-openapi.yml

Other Resources

🔗
Conventions
https://raw.githubusercontent.com/api-evangelist/seekr/refs/heads/main/conventions/seekr-conventions.yml
🔗
ErrorCatalog
https://raw.githubusercontent.com/api-evangelist/seekr/refs/heads/main/errors/seekr-problem-types.yml
🔗
DataModel
https://raw.githubusercontent.com/api-evangelist/seekr/refs/heads/main/data-model/seekr-data-model.yml

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OpenAPI Specification

seekr-tools-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: SeekrFlow Tools API
  description: SeekrFlow API Documentation
  termsOfService: http://www.seekr.com/support
  contact:
    name: Seekr API Support
    url: http://www.seekr.com/contact
    email: contact@seekr.com
  version: 5.108.1
servers:
- url: https://flow.seekr.com
  description: SeekrBuild server base URL
tags:
- name: Tools
paths:
  /v1/flow/tools:
    post:
      tags:
      - Tools
      summary: Create Tool
      description: "Create a new tool.\n\nArgs:\n    user: Authenticated user\n    request: Tool creation request\n\nReturns:\n    Created tool response"
      operationId: create_tool_v1_flow_tools_post
      security:
      - APIKeyHeader: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              anyOf:
              - $ref: '#/components/schemas/llm_training__agents__tools__standalone__schemas__CreateFileSearch'
              - $ref: '#/components/schemas/llm_training__agents__tools__standalone__schemas__CreateRunPython'
              - $ref: '#/components/schemas/llm_training__agents__tools__standalone__schemas__CreateWebSearch'
              - $ref: '#/components/schemas/CreateAgentAsTool'
              - $ref: '#/components/schemas/CreateMCPConnectorTool'
              title: Request
            examples:
              file_search:
                summary: File search request
                value:
                  name: my file search tool
                  description: 'contains files about '
                  type: file_search
                  config:
                    file_search_index: my-document-index
                    top_k: 10
                    score_threshold: 0.7
              run_python:
                summary: Code interpreter / Custom functions request
                value:
                  name: my python functions tool
                  type: run_python
                  description: Execute Python code for data analysis and calculations
                  config:
                    function_ids:
                    - func-123
                    - func-456
              web_search:
                summary: Web search request
                value:
                  name: my web search tool
                  type: web_search
                  description: Search the web for current information
              agent_as_tool:
                summary: Create agent as a tool request
                value:
                  name: sports history bot
                  description: an expert on the history of sports
                  config:
                    agent_id: agent-00c6a3dc-4d32-4f52-9594-912aa345fffa
              mcp_connector:
                summary: MCP Connector Tool request
                value:
                  name: mcp connector tool
                  description: MCP connector tool with external authorization
                  type: mcp_connector
                  config:
                    url: https://example.com/mcp-connector
      responses:
        '202':
          description: Request accepted for processing
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/FileSearchResponse'
                - $ref: '#/components/schemas/RunPythonResponse'
                - $ref: '#/components/schemas/WebSearchResponse'
                - $ref: '#/components/schemas/AgentAsToolResponse'
                - $ref: '#/components/schemas/MCPConnectorToolResponse'
                discriminator:
                  propertyName: type
                  mapping:
                    file_search: '#/components/schemas/FileSearchResponse'
                    run_python: '#/components/schemas/RunPythonResponse'
                    web_search: '#/components/schemas/WebSearchResponse'
                    agent_as_tool: '#/components/schemas/AgentAsToolResponse'
                    mcp_connector: '#/components/schemas/MCPConnectorToolResponse'
                title: Response Create Tool V1 Flow Tools Post
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    get:
      tags:
      - Tools
      summary: List Tools
      description: "List tools with pagination and filtering.\n\nArgs:\n    user: Authenticated user\n    offset: Number of records to skip\n    limit: Maximum number of records to return\n    tool_type: Filter by tool type\n    tool_status: Filter by tool status\n\nReturns:\n    Paginated list of tools"
      operationId: list_tools_v1_flow_tools_get
      security:
      - APIKeyHeader: []
      parameters:
      - name: offset
        in: query
        required: false
        schema:
          type: integer
          minimum: 0
          default: 0
          title: Offset
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          maximum: 1000
          minimum: 1
          default: 100
          title: Limit
      - name: tool_type
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/ToolType'
          - type: 'null'
          description: Filter by tool type
          title: Tool Type
        description: Filter by tool type
      - name: tool_status
        in: query
        required: false
        schema:
          anyOf:
          - $ref: '#/components/schemas/ToolStatus'
          - type: 'null'
          description: Filter by tool status
          title: Tool Status
        description: Filter by tool status
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetToolsResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/tools/{tool_id}:
    get:
      tags:
      - Tools
      summary: Get Tool
      description: "Get a specific tool by ID.\n\nArgs:\n    user: Authenticated user\n    tool_id: Tool ID to retrieve\n\nReturns:\n    Tool response"
      operationId: get_tool_v1_flow_tools__tool_id__get
      security:
      - APIKeyHeader: []
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/FileSearchResponse'
                - $ref: '#/components/schemas/RunPythonResponse'
                - $ref: '#/components/schemas/WebSearchResponse'
                - $ref: '#/components/schemas/AgentAsToolResponse'
                - $ref: '#/components/schemas/MCPConnectorToolResponse'
                discriminator:
                  propertyName: type
                  mapping:
                    file_search: '#/components/schemas/FileSearchResponse'
                    run_python: '#/components/schemas/RunPythonResponse'
                    web_search: '#/components/schemas/WebSearchResponse'
                    agent_as_tool: '#/components/schemas/AgentAsToolResponse'
                    mcp_connector: '#/components/schemas/MCPConnectorToolResponse'
                title: Response Get Tool V1 Flow Tools  Tool Id  Get
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    patch:
      tags:
      - Tools
      summary: Update tool
      description: Partially update an existing tool. Omitted fields remain unchanged.
      operationId: patch_tool_v1_flow_tools__tool_id__patch
      security:
      - APIKeyHeader: []
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchToolBaseRequest'
            examples:
              file_search:
                summary: File search patch request
                value:
                  name: my file search tool
                  description: 'contains files about '
                  config:
                    file_search_index: my-document-index
                    top_k: 10
                    score_threshold: 0.7
              run_python:
                summary: Code interpreter / Custom functions patch request
                value:
                  name: my python functions tool
                  description: Execute Python code for data analysis and calculations
                  config:
                    function_ids:
                    - func-123
                    - func-456
              web_search:
                summary: Web search patch request
                value:
                  name: my web search tool
                  description: Search the web for current information
              agent_as_tool:
                summary: Agent as tool patch request
                value:
                  name: sports history bot
                  description: an expert on the history of sports
              mcp_connector:
                summary: MCP Connector Tool patch request
                value:
                  name: mcp connector tool
                  description: MCP connector tool with external authorization
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/FileSearchResponse'
                - $ref: '#/components/schemas/RunPythonResponse'
                - $ref: '#/components/schemas/WebSearchResponse'
                - $ref: '#/components/schemas/AgentAsToolResponse'
                - $ref: '#/components/schemas/MCPConnectorToolResponse'
                discriminator:
                  propertyName: type
                  mapping:
                    file_search: '#/components/schemas/FileSearchResponse'
                    run_python: '#/components/schemas/RunPythonResponse'
                    web_search: '#/components/schemas/WebSearchResponse'
                    agent_as_tool: '#/components/schemas/AgentAsToolResponse'
                    mcp_connector: '#/components/schemas/MCPConnectorToolResponse'
                title: Response Patch Tool V1 Flow Tools  Tool Id  Patch
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    put:
      tags:
      - Tools
      summary: Replace tool
      description: "Update an existing tool. Full tool schema required.\n\nArgs:\n    user: Authenticated user\n    tool_id: Tool ID to update\n    request: Tool update request\n\nReturns:\n    Updated tool response"
      operationId: update_tool_v1_flow_tools__tool_id__put
      deprecated: true
      security:
      - APIKeyHeader: []
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              anyOf:
              - $ref: '#/components/schemas/llm_training__agents__tools__standalone__schemas__CreateFileSearch'
              - $ref: '#/components/schemas/llm_training__agents__tools__standalone__schemas__CreateRunPython'
              - $ref: '#/components/schemas/llm_training__agents__tools__standalone__schemas__CreateWebSearch'
              - $ref: '#/components/schemas/CreateAgentAsTool'
              - $ref: '#/components/schemas/CreateMCPConnectorTool'
              title: Request
            examples:
              file_search:
                summary: File search request
                value:
                  name: my file search tool
                  description: 'contains files about '
                  type: file_search
                  config:
                    file_search_index: my-document-index
                    top_k: 10
                    score_threshold: 0.7
              run_python:
                summary: Code interpreter / Custom functions request
                value:
                  name: my python functions tool
                  type: run_python
                  description: Execute Python code for data analysis and calculations
                  config:
                    function_ids:
                    - func-123
                    - func-456
              web_search:
                summary: Web search request
                value:
                  name: my web search tool
                  type: web_search
                  description: Search the web for current information
              agent_as_tool:
                summary: Create agent as a tool request
                value:
                  name: sports history bot
                  description: an expert on the history of sports
                  config:
                    agent_id: agent-00c6a3dc-4d32-4f52-9594-912aa345fffa
              mcp_connector:
                summary: MCP Connector Tool request
                value:
                  name: mcp connector tool
                  description: MCP connector tool with external authorization
                  type: mcp_connector
                  config:
                    url: https://example.com/mcp-connector
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/FileSearchResponse'
                - $ref: '#/components/schemas/RunPythonResponse'
                - $ref: '#/components/schemas/WebSearchResponse'
                - $ref: '#/components/schemas/AgentAsToolResponse'
                - $ref: '#/components/schemas/MCPConnectorToolResponse'
                discriminator:
                  propertyName: type
                  mapping:
                    file_search: '#/components/schemas/FileSearchResponse'
                    run_python: '#/components/schemas/RunPythonResponse'
                    web_search: '#/components/schemas/WebSearchResponse'
                    agent_as_tool: '#/components/schemas/AgentAsToolResponse'
                    mcp_connector: '#/components/schemas/MCPConnectorToolResponse'
                title: Response Update Tool V1 Flow Tools  Tool Id  Put
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    delete:
      tags:
      - Tools
      summary: Delete Tool
      description: "Delete a tool if it's not referenced by active agents.\n\nArgs:\n    user: Authenticated user\n    tool_id: Tool ID to delete\n\nReturns:\n    Deletion response"
      operationId: delete_tool_v1_flow_tools__tool_id__delete
      security:
      - APIKeyHeader: []
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ToolDeleteResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/tools/{tool_id}/agents:
    get:
      tags:
      - Tools
      summary: Get Agents For Tool
      description: "Get a list of agents linked to a specific tool by ID.\n\nArgs:\n    user: Authenticated user\n    tool_id: Tool ID linked to agents\n\nReturns:\n    ToolAgentSummarySchema response"
      operationId: get_agents_for_tool_v1_flow_tools__tool_id__agents_get
      security:
      - APIKeyHeader: []
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/ToolAgentSummarySchema'
                title: Response Get Agents For Tool V1 Flow Tools  Tool Id  Agents Get
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/tools/{tool_id}/diff:
    patch:
      tags:
      - Tools
      summary: Preview tool update
      description: Preview the changes a patch request would make to a tool without applying them. Returns a before-and-after diff of the affected fields.
      operationId: diff_tool_changes_v1_flow_tools__tool_id__diff_patch
      security:
      - APIKeyHeader: []
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PatchToolBaseRequest'
            examples:
              file_search:
                summary: File search patch request
                value:
                  name: my file search tool
                  description: 'contains files about '
                  config:
                    file_search_index: my-document-index
                    top_k: 10
                    score_threshold: 0.7
              run_python:
                summary: Code interpreter / Custom functions patch request
                value:
                  name: my python functions tool
                  description: Execute Python code for data analysis and calculations
                  config:
                    function_ids:
                    - func-123
                    - func-456
              web_search:
                summary: Web search patch request
                value:
                  name: my web search tool
                  description: Search the web for current information
              agent_as_tool:
                summary: Agent as tool patch request
                value:
                  name: sports history bot
                  description: an expert on the history of sports
              mcp_connector:
                summary: MCP Connector Tool patch request
                value:
                  name: mcp connector tool
                  description: MCP connector tool with external authorization
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PatchToolResponse'
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/tools/{tool_id}/duplicate:
    post:
      tags:
      - Tools
      summary: Duplicate Tool
      description: "Duplicate an existing tool with a new name.\n\nArgs:\n    user: Authenticated user\n    tool_id: Tool ID to duplicate\n    request: Duplication request with optional new name\n\nReturns:\n    New tool response"
      operationId: duplicate_tool_v1_flow_tools__tool_id__duplicate_post
      security:
      - APIKeyHeader: []
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      requestBody:
        content:
          application/json:
            schema:
              anyOf:
              - $ref: '#/components/schemas/ToolDuplicateRequest'
              - type: 'null'
              title: Request
      responses:
        '201':
          description: Resource created
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/FileSearchResponse'
                - $ref: '#/components/schemas/RunPythonResponse'
                - $ref: '#/components/schemas/WebSearchResponse'
                - $ref: '#/components/schemas/AgentAsToolResponse'
                - $ref: '#/components/schemas/MCPConnectorToolResponse'
                discriminator:
                  propertyName: type
                  mapping:
                    file_search: '#/components/schemas/FileSearchResponse'
                    run_python: '#/components/schemas/RunPythonResponse'
                    web_search: '#/components/schemas/WebSearchResponse'
                    agent_as_tool: '#/components/schemas/AgentAsToolResponse'
                    mcp_connector: '#/components/schemas/MCPConnectorToolResponse'
                title: Response Duplicate Tool V1 Flow Tools  Tool Id  Duplicate Post
        '422':
          description: Invalid request parameters
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /v1/flow/internal/tools/mcp-connector/sync:
    post:
      tags:
      - Tools
      summary: Sync MCP connector tool lifecycle state
      description: Sync MCP connector lifecycle state from mcp-vault.
      operationId: sync_mcp_connector_tool_state_v1_flow_internal_tools_mcp_connector_sync_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/MCPConnectorSyncRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/MCPConnectorSyncResponse'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      x-excluded: true
  /v1/flow/internal/tools/tool-metadata/{tool_id}:
    get:
      tags:
      - Tools
      summary: Resolve tool metadata by tool ID
      operationId: get_tool_metadata_v1_flow_internal_tools_tool_metadata__tool_id__get
      parameters:
      - name: tool_id
        in: path
        required: true
        schema:
          type: string
          title: Tool Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                oneOf:
                - $ref: '#/components/schemas/FileSearchResponse'
                - $ref: '#/components/schemas/RunPythonResponse'
                - $ref: '#/components/schemas/WebSearchResponse'
                - $ref: '#/components/schemas/AgentAsToolResponse'
                - $ref: '#/components/schemas/MCPConnectorToolResponse'
                discriminator:
                  propertyName: type
                  mapping:
                    file_search: '#/components/schemas/FileSearchResponse'
                    run_python: '#/components/schemas/RunPythonResponse'
                    web_search: '#/components/schemas/WebSearchResponse'
                    agent_as_tool: '#/components/schemas/AgentAsToolResponse'
                    mcp_connector: '#/components/schemas/MCPConnectorToolResponse'
                title: Response Get Tool Metadata V1 Flow Internal Tools Tool Metadata  Tool Id  Get
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      x-excluded: true
components:
  schemas:
    CreateAgentAsTool:
      properties:
        name:
          type: string
          title: Name
        description:
          type: string
          title: Description
        type:
          type: string
          const: agent_as_tool
          title: Type
          default: agent_as_tool
        config:
          $ref: '#/components/schemas/AgentAsToolConfig'
      additionalProperties: false
      type: object
      required:
      - name
      - description
      - config
      title: CreateAgentAsTool
    WebSearchResponse:
      properties:
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        type:
          type: string
          const: web_search
          title: Type
          default: web_search
        user_id:
          type: string
          title: User Id
        team_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Team Id
        status:
          $ref: '#/components/schemas/ToolStatus'
        version:
          type: integer
          title: Version
        created_at:
          type: string
          format: date-time
          title: Created At
        updated_at:
          type: string
          format: date-time
          title: Updated At
      type: object
      required:
      - id
      - name
      - user_id
      - team_id
      - status
      - version
      - created_at
      - updated_at
      title: WebSearchResponse
    ToolConfig:
      properties: {}
      additionalProperties: false
      type: object
      title: ToolConfig
    AgentAsToolResponse:
      properties:
        id:
          type: string
          title: Id
        name:
          type: string
          title: Name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        type:
          type: string
          const: agent_as_tool
          title: Type
          default: agent_as_tool
        config:
          $ref: '#/components/schemas/AgentAsToolConfig'
        user_id:
          type: string
          title: User Id
        team_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Team Id
        status:
          $ref: '#/components/schemas/ToolStatus'
        version:
          type: integer
          title: Version
        created_at:
          type: string
          format: date-time
          title: Created At
        updated_at:
          type: string
          format: date-time
          title: Updated At
      type: object
      required:
      - id
      - name
      - config
      - user_id
      - team_id
      - status
      - version
      - created_at
      - updated_at
      title: AgentAsToolResponse
    MCPConnectorSyncRequest:
      properties:
        tool_id:
          type: string
          title: Tool Id
          description: Tool ID in llm-training
        state:
          $ref: '#/components/schemas/MCPConnectorSyncState'
          description: Lifecycle state from mcp-vault
        connection_version:
          anyOf:
          - type: integer
          - type: 'null'
          title: Connection Version
          description: Optional connection version for rotation tracking
      type: object
      required:
      - tool_id
      - state
      title: MCPConnectorSyncRequest
      description: Request body for MCP connector lifecycle sync.
    AgentAsToolConfig:
      properties:
        AGENT_ID:
          type: string
          title: Agent Id
      additionalProperties: false
      type: object
      required:
      - AGENT_ID
      title: AgentAsToolConfig
    RunPythonConfig:
      properties:
        FUNCTION_IDS:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Function Ids
      additionalProperties: false
      type: object
      title: RunPythonConfig
    ToolStatus:
      type: string
      enum:
      - Active
      - Inactive
      - Deprecated
      - Pending_authorization
      - Failed
      title: ToolStatus
    llm_training__agents__tools__standalone__schemas__CreateWebSearch:
      properties:
        name:
          type: string
          title: Name
        description:
          type: string
          title: Description
        type:
          type: string
          const: web_search
          title: Type
          default: web_search
        config:
          $ref: '#/components/schemas/ToolConfig'
          default: {}
      additionalProperties: false
      type: object
      required:
      - name
      - description
      title: CreateWebSearch
    AgentStatus:
      type: string
      enum:
      - Inactive
      - Pending
      - Active
      - Updating
      - Failed
      title: AgentStatus
    CreateMCPConnectorTool:
      properties:
        name:
          type: string
          title: Name
        description:
          type: string
          title: Description
        type:
          type: string
          const: mcp_connector
          title: Type
          default: mcp_connector
        config:
          $ref: '#/components/schemas/MCPConnectorToolConfig'
      additionalProperties: false
      type: object
      required:
      - name
      - description
      - config
      title: CreateMCPConnectorTool
    llm_training__agents__tools__standalone__schemas__CreateRunPython:
      properties:
        name:
          type: string
          title: Name
        description:
          type: string
          title: Description
        type:
          type: string
          const: run_python
          title: Type
          default: run_python
        config:
          $ref: '#/components/schemas/RunPythonConfig'
          default: {}
      additionalProperties: false
      type: object
      required:
      - name
      - description
      title: CreateRunPython
    MCPConnectorToolConfig:
      properties:
        URL:
          type: string
          minLength: 1
          title: Url
        CLIENT_ID:
          anyOf:
          - type: string
            minLength: 1
          - type: 'null'
          title: Client Id
        CLIENT_SECRET:
          anyOf:
          - type: string
            minLength: 1
          - type: 'null'
          title: Client Secret
      additionalProperties: false
      type: object
      required:
      - URL
      title: MCPConnectorToolConfig
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
        input:
          title: Input
        ctx:
          type: object
          title: Context
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    FileSearchConfig:
      properties:
        FILE_SEARCH_INDEX:
          type: string
          minLength: 1
          title: File Search Index
        EMBEDDING_MODEL:
          anyOf:
          - type: string
          - type: 'null'
          title: Embedding Model
        TOP_K:
          type: integer
          maximum: 100
          minimum: 1
          title: Top K
          description: Top K must be >= 1 and <= 100
          default: 10
        SCORE_THRESHOLD:
          type: number
          exclusiveMaximum: 1
          minimum: 0
          title: Score Threshold
          description: Score must be ≥ 0.0 and < 1.0
          default: 0
      additionalProperties: false
      type: object
      required:
      - FILE_SEARCH_INDEX
      title: FileSearchConfig
    MCPConnectorSyncResponse:
      properties:
        tool_id:
          type: string
          title: Tool Id
        status:
          type: string
          title: Status
        applied:
          type: boolean
          title: Applied
        message:
          anyOf:
          - type: string
          - type: 'null'
          title: Message
      type: object
      required:
      - tool_id
      - status
      - applied
      title: MCPConnectorSyncResponse
      description: Response body when a state transition i

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