Microsoft Azure Azure Machine Learning Model Management Service

naftiko: 1.0.0-alpha2
info:
  label: Microsoft Azure Azure Machine Learning Model Management Service
  description: 'Microsoft Azure Azure Machine Learning Model Management Service. 5 operations. Lead operation: Microsoft Azure
    Query The List Of Services In A Workspace. Self-contained Naftiko capability covering one Microsoft Azure business surface.'
  tags:
  - Microsoft Azure
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    MICROSOFT_AZURE_API_KEY: MICROSOFT_AZURE_API_KEY
capability:
  consumes:
  - type: http
    namespace: azure-machine-learning-model-management-service-general
    baseUri: ''
    description: Microsoft Azure Azure Machine Learning Model Management Service business capability. Self-contained, no shared
      references.
    resources:
    - name: modelmanagement-v1.0-subscriptions-subscriptionId-resourceGroups-resourceGroup-p
      path: /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/services
      operations:
      - name: microsoftazureserviceslistquery
        method: GET
        description: Microsoft Azure Query The List Of Services In A Workspace
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: imageId
          in: query
          type: string
          description: The Image Id.
        - name: imageName
          in: query
          type: string
          description: The Image name.
        - name: modelId
          in: query
          type: string
          description: The Model Id.
        - name: modelName
          in: query
          type: string
          description: The Model name.
        - name: name
          in: query
          type: string
          description: The object name.
        - name: count
          in: query
          type: integer
          description: The number of items to retrieve in a page.
        - name: computeType
          in: query
          type: string
          description: The compute environment type.
        - name: $skipToken
          in: query
          type: string
          description: The continuation token to retrieve the next page.
        - name: tags
          in: query
          type: string
          description: "A set of tags with which to filter the returned models.\r"
        - name: properties
          in: query
          type: string
          description: "A set of properties with which to filter the returned models.\r"
        - name: expand
          in: query
          type: boolean
          description: Set to True to include Model details.
        - name: orderby
          in: query
          type: string
          description: The option to order the response.
      - name: microsoftazureservicescreate
        method: POST
        description: Microsoft Azure Create A Service
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: request
          in: body
          type: string
          description: The payload that is used to create the Service.
          required: true
    - name: modelmanagement-v1.0-subscriptions-subscriptionId-resourceGroups-resourceGroup-p
      path: /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/services/{id}
      operations:
      - name: microsoftazureservicesquerybyid
        method: GET
        description: Microsoft Azure Get A Service
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The Service Id.
          required: true
        - name: expand
          in: query
          type: boolean
          description: Set to True to include Model details.
      - name: microsoftazureservicesdelete
        method: DELETE
        description: Microsoft Azure Delete A Service
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The Service Id.
          required: true
      - name: microsoftazureservicespatch
        method: PATCH
        description: Microsoft Azure Patch A Service
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The Service Id.
          required: true
        - name: patch
          in: body
          type: array
          description: The payload that is used to patch the Service.
          required: true
  exposes:
  - type: rest
    namespace: azure-machine-learning-model-management-service-general-rest
    port: 8080
    description: REST adapter for Microsoft Azure Azure Machine Learning Model Management Service. One Spectral-compliant
      resource per consumed operation, prefixed with /v1.
    resources:
    - path: /v1/modelmanagement/v1-0/subscriptions/{subscriptionid}/resourcegroups/{resourcegroup}/providers/microsoft-machinelearningservices/workspaces/{workspace}/services
      name: modelmanagement-v1-0-subscriptions-subscriptionid-resourcegroups-resourcegroup-p
      description: REST surface for modelmanagement-v1.0-subscriptions-subscriptionId-resourceGroups-resourceGroup-p.
      operations:
      - method: GET
        name: microsoftazureserviceslistquery
        description: Microsoft Azure Query The List Of Services In A Workspace
        call: azure-machine-learning-model-management-service-general.microsoftazureserviceslistquery
        with:
          imageId: rest.imageId
          imageName: rest.imageName
          modelId: rest.modelId
          modelName: rest.modelName
          name: rest.name
          count: rest.count
          computeType: rest.computeType
          $skipToken: rest.$skipToken
          tags: rest.tags
          properties: rest.properties
          expand: rest.expand
          orderby: rest.orderby
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: microsoftazureservicescreate
        description: Microsoft Azure Create A Service
        call: azure-machine-learning-model-management-service-general.microsoftazureservicescreate
        with:
          request: rest.request
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/modelmanagement/v1-0/subscriptions/{subscriptionid}/resourcegroups/{resourcegroup}/providers/microsoft-machinelearningservices/workspaces/{workspace}/services/{id}
      name: modelmanagement-v1-0-subscriptions-subscriptionid-resourcegroups-resourcegroup-p
      description: REST surface for modelmanagement-v1.0-subscriptions-subscriptionId-resourceGroups-resourceGroup-p.
      operations:
      - method: GET
        name: microsoftazureservicesquerybyid
        description: Microsoft Azure Get A Service
        call: azure-machine-learning-model-management-service-general.microsoftazureservicesquerybyid
        with:
          id: rest.id
          expand: rest.expand
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: microsoftazureservicesdelete
        description: Microsoft Azure Delete A Service
        call: azure-machine-learning-model-management-service-general.microsoftazureservicesdelete
        with:
          id: rest.id
        outputParameters:
        - type: object
          mapping: $.
      - method: PATCH
        name: microsoftazureservicespatch
        description: Microsoft Azure Patch A Service
        call: azure-machine-learning-model-management-service-general.microsoftazureservicespatch
        with:
          id: rest.id
          patch: rest.patch
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: azure-machine-learning-model-management-service-general-mcp
    port: 9090
    transport: http
    description: MCP adapter for Microsoft Azure Azure Machine Learning Model Management Service. One tool per consumed operation,
      routed inline through this capability's consumes block.
    tools:
    - name: microsoft-azure-query-list-services
      description: Microsoft Azure Query The List Of Services In A Workspace
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-model-management-service-general.microsoftazureserviceslistquery
      with:
        imageId: tools.imageId
        imageName: tools.imageName
        modelId: tools.modelId
        modelName: tools.modelName
        name: tools.name
        count: tools.count
        computeType: tools.computeType
        $skipToken: tools.$skipToken
        tags: tools.tags
        properties: tools.properties
        expand: tools.expand
        orderby: tools.orderby
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-create-service
      description: Microsoft Azure Create A Service
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: azure-machine-learning-model-management-service-general.microsoftazureservicescreate
      with:
        request: tools.request
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-get-service
      description: Microsoft Azure Get A Service
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-model-management-service-general.microsoftazureservicesquerybyid
      with:
        id: tools.id
        expand: tools.expand
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-delete-service
      description: Microsoft Azure Delete A Service
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: azure-machine-learning-model-management-service-general.microsoftazureservicesdelete
      with:
        id: tools.id
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-patch-service
      description: Microsoft Azure Patch A Service
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: azure-machine-learning-model-management-service-general.microsoftazureservicespatch
      with:
        id: tools.id
        patch: tools.patch
      outputParameters:
      - type: object
        mapping: $.