naftiko: 1.0.0-alpha2
info:
  label: Google Vertex AI API
  description: Provides programmatic access to build, deploy, and manage machine learning models, run predictions, manage
    datasets, and orchestrate ML pipelines on Google Cloud.
  tags:
  - Google
  - Vertex
  - Ai
  - API
  created: '2026-05-06'
  modified: '2026-05-06'
capability:
  consumes:
  - type: http
    namespace: google-vertex-ai
    baseUri: https://us-central1-aiplatform.googleapis.com/v1
    description: Google Vertex AI API HTTP API.
    authentication:
      type: bearer
      token: '{{GOOGLE_VERTEX_AI_TOKEN}}'
    resources:
    - name: projects-project-locations-location-models
      path: /projects/{project}/locations/{location}/models
      operations:
      - name: listmodels
        method: GET
        description: Google Vertex AI List models
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-locations-location-models-model
      path: /projects/{project}/locations/{location}/models/{model}
      operations:
      - name: getmodel
        method: GET
        description: Google Vertex AI Get a model
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        - name: model
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: deletemodel
        method: DELETE
        description: Google Vertex AI Delete a model
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        - name: model
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-locations-location-endpoints
      path: /projects/{project}/locations/{location}/endpoints
      operations:
      - name: listendpoints
        method: GET
        description: Google Vertex AI List endpoints
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: createendpoint
        method: POST
        description: Google Vertex AI Create an endpoint
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-locations-location-endpoints-en
      path: /projects/{project}/locations/{location}/endpoints/{endpoint}:predict
      operations:
      - name: predict
        method: POST
        description: Google Vertex AI Run a prediction
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        - name: endpoint
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-locations-location-datasets
      path: /projects/{project}/locations/{location}/datasets
      operations:
      - name: listdatasets
        method: GET
        description: Google Vertex AI List datasets
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: projects-project-locations-location-trainingpipe
      path: /projects/{project}/locations/{location}/trainingPipelines
      operations:
      - name: listtrainingpipelines
        method: GET
        description: Google Vertex AI List training pipelines
        inputParameters:
        - name: project
          in: path
          type: string
          required: true
        - name: location
          in: path
          type: string
          required: true
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
  exposes:
  - type: rest
    port: 8080
    namespace: google-vertex-ai-rest
    description: REST adapter for Google Vertex AI API.
    resources:
    - path: /projects/{project}/locations/{location}/models
      name: listmodels
      operations:
      - method: GET
        name: listmodels
        description: Google Vertex AI List models
        call: google-vertex-ai.listmodels
        with:
          project: rest.project
          location: rest.location
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/locations/{location}/models/{model}
      name: getmodel
      operations:
      - method: GET
        name: getmodel
        description: Google Vertex AI Get a model
        call: google-vertex-ai.getmodel
        with:
          project: rest.project
          location: rest.location
          model: rest.model
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/locations/{location}/models/{model}
      name: deletemodel
      operations:
      - method: DELETE
        name: deletemodel
        description: Google Vertex AI Delete a model
        call: google-vertex-ai.deletemodel
        with:
          project: rest.project
          location: rest.location
          model: rest.model
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/locations/{location}/endpoints
      name: listendpoints
      operations:
      - method: GET
        name: listendpoints
        description: Google Vertex AI List endpoints
        call: google-vertex-ai.listendpoints
        with:
          project: rest.project
          location: rest.location
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/locations/{location}/endpoints
      name: createendpoint
      operations:
      - method: POST
        name: createendpoint
        description: Google Vertex AI Create an endpoint
        call: google-vertex-ai.createendpoint
        with:
          project: rest.project
          location: rest.location
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/locations/{location}/endpoints/{endpoint}:predict
      name: predict
      operations:
      - method: POST
        name: predict
        description: Google Vertex AI Run a prediction
        call: google-vertex-ai.predict
        with:
          project: rest.project
          location: rest.location
          endpoint: rest.endpoint
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/locations/{location}/datasets
      name: listdatasets
      operations:
      - method: GET
        name: listdatasets
        description: Google Vertex AI List datasets
        call: google-vertex-ai.listdatasets
        with:
          project: rest.project
          location: rest.location
        outputParameters:
        - type: object
          mapping: $.
    - path: /projects/{project}/locations/{location}/trainingPipelines
      name: listtrainingpipelines
      operations:
      - method: GET
        name: listtrainingpipelines
        description: Google Vertex AI List training pipelines
        call: google-vertex-ai.listtrainingpipelines
        with:
          project: rest.project
          location: rest.location
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    port: 9090
    namespace: google-vertex-ai-mcp
    transport: http
    description: MCP adapter for Google Vertex AI API for AI agent use.
    tools:
    - name: listmodels
      description: Google Vertex AI List models
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-vertex-ai.listmodels
      with:
        project: tools.project
        location: tools.location
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: getmodel
      description: Google Vertex AI Get a model
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-vertex-ai.getmodel
      with:
        project: tools.project
        location: tools.location
        model: tools.model
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      - name: model
        type: string
        description: model
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: deletemodel
      description: Google Vertex AI Delete a model
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: google-vertex-ai.deletemodel
      with:
        project: tools.project
        location: tools.location
        model: tools.model
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      - name: model
        type: string
        description: model
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: listendpoints
      description: Google Vertex AI List endpoints
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-vertex-ai.listendpoints
      with:
        project: tools.project
        location: tools.location
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: createendpoint
      description: Google Vertex AI Create an endpoint
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: google-vertex-ai.createendpoint
      with:
        project: tools.project
        location: tools.location
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: predict
      description: Google Vertex AI Run a prediction
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: google-vertex-ai.predict
      with:
        project: tools.project
        location: tools.location
        endpoint: tools.endpoint
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      - name: endpoint
        type: string
        description: endpoint
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: listdatasets
      description: Google Vertex AI List datasets
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-vertex-ai.listdatasets
      with:
        project: tools.project
        location: tools.location
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      outputParameters:
      - type: object
        mapping: $.
    - name: listtrainingpipelines
      description: Google Vertex AI List training pipelines
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: google-vertex-ai.listtrainingpipelines
      with:
        project: tools.project
        location: tools.location
      inputParameters:
      - name: project
        type: string
        description: project
        required: true
      - name: location
        type: string
        description: location
        required: true
      outputParameters:
      - type: object
        mapping: $.
binds:
- namespace: env
  keys:
    GOOGLE_VERTEX_AI_TOKEN: GOOGLE_VERTEX_AI_TOKEN