Langflow

Langflow MCP API

Manage MCP (Model Context Protocol) servers attached to Langflow projects and globally. Every Langflow project can be exposed as an MCP server so its flows are callable as MCP tools. Endpoints list, register, update, and remove MCP servers, and install MCP configurations into Claude Desktop and other MCP hosts.

Langflow MCP API is one of 13 APIs that Langflow publishes on the APIs.io network, described by a machine-readable OpenAPI specification.

This API exposes 1 machine-runnable capability that can be deployed as REST, MCP, or Agent Skill surfaces via Naftiko and 1 JSON Schema definition.

Tagged areas include AI, MCP, Model Context Protocol, and Servers. The published artifact set on APIs.io includes API documentation, an OpenAPI specification, 1 Naftiko capability spec, and 1 JSON Schema.

GitHub OpenAPI

Documentation

📖
Documentation
https://docs.langflow.org/mcp-server

Specifications

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

Schemas & Data

📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/langflow/refs/heads/main/json-schema/langflow-mcp-server-schema.json

Other Resources

🔗
NaftikoCapability
https://raw.githubusercontent.com/api-evangelist/langflow/refs/heads/main/capabilities/mcp-servers.yaml

OpenAPI Specification

langflow-openapi.yml Raw ↑ 
components:
  schemas:
    AccessTypeEnum:
      enum:
      - PRIVATE
      - PUBLIC
      title: AccessTypeEnum
      type: string
    AuthSettings:
      description: Model representing authentication settings for MCP.
      properties:
        auth_type:
          default: none
          enum:
          - none
          - apikey
          - oauth
          title: Auth Type
          type: string
        oauth_auth_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Auth Url
        oauth_callback_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Callback Path
        oauth_callback_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Callback Url
        oauth_client_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Client Id
        oauth_client_secret:
          anyOf:
          - format: password
            type: string
            writeOnly: true
          - type: 'null'
          title: Oauth Client Secret
        oauth_host:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Host
        oauth_mcp_scope:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Mcp Scope
        oauth_port:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Port
        oauth_provider_scope:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Provider Scope
        oauth_server_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Server Url
        oauth_token_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Oauth Token Url
      title: AuthSettings
      type: object
    Body_build_flow_api_v1_build__flow_id__flow_post:
      properties:
        data:
          anyOf:
          - $ref: '#/components/schemas/FlowDataRequest'
          - type: 'null'
        files:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Files
        inputs:
          anyOf:
          - $ref: '#/components/schemas/InputValueRequest'
          - type: 'null'
      title: Body_build_flow_api_v1_build__flow_id__flow_post
      type: object
    Body_build_public_tmp_api_v1_build_public_tmp__flow_id__flow_post:
      properties:
        files:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Files
        inputs:
          anyOf:
          - $ref: '#/components/schemas/InputValueRequest'
          - type: 'null'
      title: Body_build_public_tmp_api_v1_build_public_tmp__flow_id__flow_post
      type: object
    Body_experimental_run_flow_api_v1_run_advanced__flow_id_or_name__post:
      properties:
        inputs:
          anyOf:
          - items:
              $ref: '#/components/schemas/InputValueRequest'
            type: array
          - type: 'null'
          title: Inputs
        outputs:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Outputs
        session_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Session Id
        stream:
          default: false
          title: Stream
          type: boolean
        tweaks:
          anyOf:
          - $ref: '#/components/schemas/Tweaks'
          - type: 'null'
      title: Body_experimental_run_flow_api_v1_run_advanced__flow_id_or_name__post
      type: object
    Body_simplified_run_flow_api_v1_run__flow_id_or_name__post:
      properties:
        context:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Context
        input_request:
          anyOf:
          - $ref: '#/components/schemas/SimplifiedAPIRequest'
          - type: 'null'
      title: Body_simplified_run_flow_api_v1_run__flow_id_or_name__post
      type: object
    Body_upload_file_api_v1_files_upload__flow_id__post:
      properties:
        file:
          contentMediaType: application/octet-stream
          title: File
          type: string
      required:
      - file
      title: Body_upload_file_api_v1_files_upload__flow_id__post
      type: object
    Body_upload_file_api_v1_flows_upload__post:
      properties:
        file:
          anyOf:
          - contentMediaType: application/octet-stream
            type: string
          - type: 'null'
          title: File
      title: Body_upload_file_api_v1_flows_upload__post
      type: object
    Body_upload_file_api_v1_projects_upload__post:
      properties:
        file:
          anyOf:
          - contentMediaType: application/octet-stream
            type: string
          - type: 'null'
          title: File
      title: Body_upload_file_api_v1_projects_upload__post
      type: object
    Body_upload_user_file_api_v2_files__post:
      properties:
        file:
          contentMediaType: application/octet-stream
          title: File
          type: string
      required:
      - file
      title: Body_upload_user_file_api_v2_files__post
      type: object
    Body_upload_user_file_api_v2_files_post:
      properties:
        file:
          contentMediaType: application/octet-stream
          title: File
          type: string
      required:
      - file
      title: Body_upload_user_file_api_v2_files_post
      type: object
    CancelFlowResponse:
      description: Response model for flow build cancellation.
      properties:
        message:
          title: Message
          type: string
        success:
          title: Success
          type: boolean
      required:
      - success
      - message
      title: CancelFlowResponse
      type: object
    ChatOutputResponse:
      description: Chat output response schema.
      properties:
        component_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Component Id
        files:
          default: []
          items:
            $ref: '#/components/schemas/lfx__utils__schemas__File'
          title: Files
          type: array
        message:
          anyOf:
          - type: string
          - items:
              anyOf:
              - type: string
              - additionalProperties: true
                type: object
            type: array
          title: Message
        sender:
          anyOf:
          - type: string
          - type: 'null'
          default: Machine
          title: Sender
        sender_name:
          anyOf:
          - type: string
          - type: 'null'
          default: AI
          title: Sender Name
        session_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Session Id
        stream_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Stream Url
        type:
          title: Type
          type: string
      required:
      - message
      - type
      title: ChatOutputResponse
      type: object
    CodeContent:
      additionalProperties: true
      type: object
    ComponentOutput:
      description: Component output schema.
      properties:
        content:
          anyOf:
          - {}
          - type: 'null'
          title: Content
        metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Metadata
        status:
          $ref: '#/$defs/JobStatus'
        type:
          description: Type of the component output (e.g., 'message', 'data', 'tool', 'text')
          title: Type
          type: string
      required:
      - type
      - status
      title: ComponentOutput
      type: object
    ComposerUrlResponse:
      description: Response model for MCP Composer connection details.
      properties:
        error_message:
          anyOf:
          - type: string
          - type: 'null'
          title: Error Message
        legacy_sse_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Legacy Sse Url
        project_id:
          title: Project Id
          type: string
        streamable_http_url:
          anyOf:
          - type: string
          - type: 'null'
          title: Streamable Http Url
        uses_composer:
          title: Uses Composer
          type: boolean
      required:
      - project_id
      - uses_composer
      title: ComposerUrlResponse
      type: object
    ConfigResponse:
      description: 'Full configuration response for authenticated users.


        The ''type'' field is a discriminator to distinguish from PublicConfigResponse.'
      properties:
        allow_custom_components:
          title: Allow Custom Components
          type: boolean
        auto_saving:
          title: Auto Saving
          type: boolean
        auto_saving_interval:
          title: Auto Saving Interval
          type: integer
        default_folder_name:
          title: Default Folder Name
          type: string
        event_delivery:
          enum:
          - polling
          - streaming
          - direct
          title: Event Delivery
          type: string
        feature_flags:
          $ref: '#/components/schemas/FeatureFlags'
        frontend_timeout:
          title: Frontend Timeout
          type: integer
        health_check_max_retries:
          title: Health Check Max Retries
          type: integer
        hide_getting_started_progress:
          title: Hide Getting Started Progress
          type: boolean
        max_file_size_upload:
          title: Max File Size Upload
          type: integer
        mcp_base_url:
          title: Mcp Base Url
          type: string
        public_flow_cleanup_interval:
          title: Public Flow Cleanup Interval
          type: integer
        public_flow_expiration:
          title: Public Flow Expiration
          type: integer
        serialization_max_items_length:
          title: Serialization Max Items Length
          type: integer
        serialization_max_text_length:
          title: Serialization Max Text Length
          type: integer
        type:
          const: full
          default: full
          title: Type
          type: string
        voice_mode_available:
          title: Voice Mode Available
          type: boolean
        webhook_auth_enable:
          title: Webhook Auth Enable
          type: boolean
        webhook_polling_interval:
          title: Webhook Polling Interval
          type: integer
      required:
      - feature_flags
      - max_file_size_upload
      - event_delivery
      - voice_mode_available
      - frontend_timeout
      - mcp_base_url
      - serialization_max_items_length
      - serialization_max_text_length
      - auto_saving
      - auto_saving_interval
      - health_check_max_retries
      - webhook_polling_interval
      - public_flow_cleanup_interval
      - public_flow_expiration
      - webhook_auth_enable
      - default_folder_name
      - hide_getting_started_progress
      - allow_custom_components
      title: ConfigResponse
      type: object
    ContentBlock:
      description: A block of content that can contain different types of content.
      properties:
        allow_markdown:
          default: true
          title: Allow Markdown
          type: boolean
        contents:
          items:
            additionalProperties: true
            type: object
          title: Contents
          type: array
        media_url:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Media Url
        title:
          title: Title
          type: string
      required:
      - title
      - contents
      title: ContentBlock
      type: object
    ErrorContent:
      additionalProperties: true
      type: object
    ErrorDetail:
      description: Error detail schema.
      properties:
        code:
          anyOf:
          - type: string
          - type: 'null'
          title: Code
        details:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Details
        error:
          title: Error
          type: string
      required:
      - error
      title: ErrorDetail
      type: object
    EventDeliveryType:
      enum:
      - streaming
      - direct
      - polling
      title: EventDeliveryType
      type: string
    FeatureFlags:
      additionalProperties: false
      properties:
        mvp_components:
          default: false
          title: Mvp Components
          type: boolean
        wxo_deployments:
          default: false
          title: Wxo Deployments
          type: boolean
      title: FeatureFlags
      type: object
    FlowCreate:
      properties:
        access_type:
          $ref: '#/components/schemas/AccessTypeEnum'
          default: PRIVATE
        action_description:
          anyOf:
          - type: string
          - type: 'null'
          description: The description of the action associated with the flow
          title: Action Description
        action_name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the action associated with the flow
          title: Action Name
        data:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Data
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        endpoint_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Endpoint Name
        folder_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: Folder Id
        fs_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Fs Path
        gradient:
          anyOf:
          - type: string
          - type: 'null'
          title: Gradient
        icon:
          anyOf:
          - type: string
          - type: 'null'
          title: Icon
        icon_bg_color:
          anyOf:
          - type: string
          - type: 'null'
          title: Icon Bg Color
        id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: Id
        is_component:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          title: Is Component
        locked:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          title: Locked
        mcp_enabled:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          description: Can be exposed in the MCP server
          title: Mcp Enabled
        name:
          title: Name
          type: string
        tags:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          title: Tags
        updated_at:
          anyOf:
          - format: date-time
            type: string
          - type: 'null'
          title: Updated At
        user_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: User Id
        webhook:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          description: Can be used on the webhook endpoint
          title: Webhook
      required:
      - name
      title: FlowCreate
      type: object
    FlowDataRequest:
      properties:
        edges:
          items:
            additionalProperties: true
            type: object
          title: Edges
          type: array
        nodes:
          items:
            additionalProperties: true
            type: object
          title: Nodes
          type: array
        viewport:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Viewport
      required:
      - nodes
      - edges
      title: FlowDataRequest
      type: object
    FlowEventCreate:
      properties:
        summary:
          default: ''
          maxLength: 500
          title: Summary
          type: string
        type:
          enum:
          - component_added
          - component_removed
          - component_configured
          - connection_added
          - connection_removed
          - flow_updated
          - flow_settled
          title: Type
          type: string
      required:
      - type
      title: FlowEventCreate
      type: object
    FlowEventResponse:
      properties:
        summary:
          title: Summary
          type: string
        timestamp:
          title: Timestamp
          type: number
        type:
          title: Type
          type: string
      required:
      - type
      - timestamp
      - summary
      title: FlowEventResponse
      type: object
    FlowEventsResponse:
      properties:
        events:
          items:
            $ref: '#/components/schemas/FlowEventResponse'
          title: Events
          type: array
        settled:
          title: Settled
          type: boolean
      required:
      - events
      - settled
      title: FlowEventsResponse
      type: object
    FlowHeader:
      description: Model representing a header for a flow - Without the data.
      properties:
        access_type:
          anyOf:
          - $ref: '#/components/schemas/AccessTypeEnum'
          - type: 'null'
          description: The access type of the flow
        action_description:
          anyOf:
          - type: string
          - type: 'null'
          description: The description of the action associated with the flow
          title: Action Description
        action_name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the action associated with the flow
          title: Action Name
        data:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: The data of the component, if is_component is True
          title: Data
        description:
          anyOf:
          - type: string
          - type: 'null'
          description: A description of the flow
          title: Description
        endpoint_name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the endpoint associated with this flow
          title: Endpoint Name
        folder_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          description: The ID of the folder containing the flow. None if not associated with a folder
          title: Folder Id
        id:
          description: Unique identifier for the flow
          format: uuid
          title: Id
          type: string
        is_component:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Flag indicating whether the flow is a component
          title: Is Component
        mcp_enabled:
          anyOf:
          - type: boolean
          - type: 'null'
          description: Flag indicating whether the flow is exposed in the MCP server
          title: Mcp Enabled
        name:
          description: The name of the flow
          title: Name
          type: string
        tags:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: The tags of the flow
          title: Tags
      required:
      - id
      - name
      title: FlowHeader
      type: object
    FlowListCreate:
      properties:
        flows:
          items:
            $ref: '#/components/schemas/FlowCreate'
          title: Flows
          type: array
      required:
      - flows
      title: FlowListCreate
      type: object
    FlowRead:
      properties:
        access_type:
          $ref: '#/components/schemas/AccessTypeEnum'
          default: PRIVATE
        action_description:
          anyOf:
          - type: string
          - type: 'null'
          description: The description of the action associated with the flow
          title: Action Description
        action_name:
          anyOf:
          - type: string
          - type: 'null'
          description: The name of the action associated with the flow
          title: Action Name
        data:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Data
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        endpoint_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Endpoint Name
        folder_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: Folder Id
        gradient:
          anyOf:
          - type: string
          - type: 'null'
          title: Gradient
        icon:
          anyOf:
          - type: string
          - type: 'null'
          title: Icon
        icon_bg_color:
          anyOf:
          - type: string
          - type: 'null'
          title: Icon Bg Color
        id:
          format: uuid
          title: Id
          type: string
        is_component:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          title: Is Component
        locked:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          title: Locked
        mcp_enabled:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          description: Can be exposed in the MCP server
          title: Mcp Enabled
        name:
          title: Name
          type: string
        tags:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          description: The tags of the flow
          title: Tags
        updated_at:
          anyOf:
          - format: date-time
            type: string
          - type: 'null'
          title: Updated At
        user_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: User Id
        webhook:
          anyOf:
          - type: boolean
          - type: 'null'
          default: false
          description: Can be used on the webhook endpoint
          title: Webhook
      required:
      - name
      - id
      - user_id
      - folder_id
      title: FlowRead
      type: object
    FlowUpdate:
      properties:
        access_type:
          anyOf:
          - $ref: '#/components/schemas/AccessTypeEnum'
          - type: 'null'
        action_description:
          anyOf:
          - type: string
          - type: 'null'
          title: Action Description
        action_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Action Name
        data:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Data
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        endpoint_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Endpoint Name
        folder_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: Folder Id
        fs_path:
          anyOf:
          - type: string
          - type: 'null'
          title: Fs Path
        locked:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Locked
        mcp_enabled:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Mcp Enabled
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
      title: FlowUpdate
      type: object
    FolderCreate:
      properties:
        auth_settings:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Authentication settings for the folder/project
          title: Auth Settings
        components_list:
          anyOf:
          - items:
              format: uuid
              type: string
            type: array
          - type: 'null'
          title: Components List
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        flows_list:
          anyOf:
          - items:
              format: uuid
              type: string
            type: array
          - type: 'null'
          title: Flows List
        name:
          title: Name
          type: string
      required:
      - name
      title: FolderCreate
      type: object
    FolderRead:
      properties:
        auth_settings:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Authentication settings for the folder/project
          title: Auth Settings
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        id:
          format: uuid
          title: Id
          type: string
        name:
          title: Name
          type: string
        parent_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: Parent Id
      required:
      - name
      - id
      - parent_id
      title: FolderRead
      type: object
    FolderReadWithFlows:
      properties:
        auth_settings:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          description: Authentication settings for the folder/project
          title: Auth Settings
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        flows:
          default: []
          items:
            $ref: '#/components/schemas/FlowRead'
          title: Flows
          type: array
        id:
          format: uuid
          title: Id
          type: string
        name:
          title: Name
          type: string
        parent_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: Parent Id
      required:
      - name
      - id
      - parent_id
      title: FolderReadWithFlows
      type: object
    FolderUpdate:
      properties:
        auth_settings:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Auth Settings
        components:
          items:
            format: uuid
            type: string
          title: Components
          type: array
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        flows:
          items:
            format: uuid
            type: string
          title: Flows
          type: array
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
        parent_id:
          anyOf:
          - format: uuid
            type: string
          - type: 'null'
          title: Parent Id
      title: FolderUpdate
      type: object
    FolderWithPaginatedFlows:
      properties:
        flows:
          $ref: '#/components/schemas/Page_FlowRead_'
        folder:
          $ref: '#/components/schemas/FolderRead'
      required:
      - folder
      - flows
      title: FolderWithPaginatedFlows
      type: object
    GraphData:
      properties:
        edges:
          items:
            additionalProperties: true
            type: object
          title: Edges
          type: array
        nodes:
          items:
            additionalProperties: true
            type: object
          title: Nodes
          type: array
        viewport:
          anyOf:
          - $ref: '#/components/schemas/ViewPort'
          - type: 'null'
      required:
      - nodes
      - edges
      title: GraphData
      type: object
    GraphDumpResponse:
      properties:
        data:
          $ref: '#/components/schemas/GraphData'
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
        endpoint_name:
          anyOf:
          - type: string
          - type: 'null'
          title: Endpoint Name
        is_component:
          anyOf:
          - type: boolean
          - type: 'null'
          title: Is Component
        name:
          anyOf:
          - type: string
          - type: 'null'
          title: Name
      required:
      - data
      title: GraphDumpResponse
      type: object
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          title: Detail
          type: array
      title: HTTPValidationError
      type: object
    HealthResponse:
      properties:
        chat:
          default: error check the server logs
          title: Chat
          type: string
        db:
          default: error check the server logs
          title: Db
          type: string
        status:
          default: nok
          title: Status
          type: string
      title: HealthResponse
      type: object
    InputValueRequest:
      additionalProperties: false
      examples:
      - components:
        - components_id
        - Component Name
        input_value: input_value
        session: session_id
      - components:
        - Component Name
        input_value: input_value
      - input_value: input_value
      - components:
        - Component Name
        input_value: input_value
        session: session_id
      - input_value: input_value
        session: session_id
      - input_value: input_value
        type: chat
      - input_value: '{"key": "value"}'
        type: json
      properties:
        client_request_time:
          anyOf:
          - type: integer
          - type: 'null'
          description: Client-side timestamp in milliseconds when the request was initiated. Used to calculate accurate end-to-end
            duration.
          title: Client Request Time
        components:
          anyOf:
          - items:
              type: string
            type: array
          - type: 'null'
          default: []
          title: Components
        input_value:
          anyOf:
          - type: string
          - type: 'null'
          title: Input Value
        session:
          anyOf:
          - type: string
          - type: 'null'
          title: Session
        type:
          anyOf:
          - enum:
            - chat
            - text
            - any
            type: string
          - type: 'null'
          default: any
          description: Defines on which components the input value should be applied. 'any' applies to all input components.
          title: Type
      title: InputValueRequest
      type: object
    JSONContent:
      additionalProperties: true
      type: object
    JobStatus:
      description: Job execution status.
      enum:
      - queued
      - in_progress
      - completed
      - failed
      - cancelled
      - timed_out
      title: JobStatus
      type: string
    MCPInstallRequest:
      properties:
        client:
          title: Client
          type: string
        transport:
          anyOf:
          - enum:
            - sse
            - streamablehttp
            type: string
          - type: 'null'
          title: Transport
      required:
      - client
      title: MCPInstallRequest
      type: object
    MCPProjectUpdateRequest:
      description: Request model for updating MCP project settings including auth.
      properties:
        auth_settings:
          anyOf:
          - $ref: '#/components/schemas/AuthSettings'
          - type: 'null'
        settings:
          items:
            $ref: '#/components/schemas/MCPSettings'
          title: Settings
          type: array
      required:
      - settings
      title: MCPProjectUpdateRequest
      type: object
    MCPServerConfig:


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