naftiko: 1.0.0-alpha2
info:
  label: Microsoft Azure Azure Machine Learning Model Management Service — Model
  description: 'Microsoft Azure Azure Machine Learning Model Management Service — Model. 6 operations. Lead operation: Microsoft
    Azure Query The List Of Models In A Workspace. Self-contained Naftiko capability covering one Microsoft Azure business
    surface.'
  tags:
  - Microsoft Azure
  - Model
  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-model
    baseUri: ''
    description: Microsoft Azure Azure Machine Learning Model Management Service — Model 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}/models
      operations:
      - name: microsoftazuremlmodelslistquery
        method: GET
        description: Microsoft Azure Query The List Of Models In A Workspace
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: name
          in: query
          type: string
          description: The object name.
        - name: framework
          in: query
          type: string
          description: The framework.
        - name: description
          in: query
          type: string
          description: The object description.
        - name: count
          in: query
          type: integer
          description: The number of items to retrieve in a page.
        - 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: runId
          in: query
          type: string
          description: The runId which created the model.
        - name: orderBy
          in: query
          type: string
          description: An option to specify how the models are ordered in the response.
      - name: microsoftazuremlmodelsregister
        method: POST
        description: Microsoft Azure Register A Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: model
          in: body
          type: string
          description: The payload that is used to register the model.
          required: true
    - name: modelmanagement-v1.0-subscriptions-subscriptionId-resourceGroups-resourceGroup-p
      path: /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id}
      operations:
      - name: microsoftazuremlmodelsquerybyid
        method: GET
        description: Microsoft Azure Gets A Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The model id.
          required: true
      - name: microsoftazuremlmodelsdelete
        method: DELETE
        description: Microsoft Azure Delete The Specified Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The model id.
          required: true
      - name: microsoftazuremlmodelspatch
        method: PATCH
        description: Microsoft Azure Patch A Specific Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The model id.
          required: true
        - name: patch
          in: body
          type: array
          description: The payload that is used to patch the model.
          required: true
    - name: modelmanagement-v1.0-subscriptions-subscriptionId-resourceGroups-resourceGroup-p
      path: /modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models/{id}/metrics
      operations:
      - name: microsoftazuremlmodelsgetmetrics
        method: GET
        description: Microsoft Azure Retrieve The Metrics For A Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The Model Id.
          required: true
        - name: startDate
          in: query
          type: string
          description: The start date from which to retrieve metrics, ISO 8601 literal format.
        - name: endDate
          in: query
          type: string
          description: The end date from which to retrieve metrics, ISO 8601 literal format.
  exposes:
  - type: rest
    namespace: azure-machine-learning-model-management-service-model-rest
    port: 8080
    description: REST adapter for Microsoft Azure Azure Machine Learning Model Management Service — Model. 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}/models
      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: microsoftazuremlmodelslistquery
        description: Microsoft Azure Query The List Of Models In A Workspace
        call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelslistquery
        with:
          name: rest.name
          framework: rest.framework
          description: rest.description
          count: rest.count
          $skipToken: rest.$skipToken
          tags: rest.tags
          properties: rest.properties
          runId: rest.runId
          orderBy: rest.orderBy
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: microsoftazuremlmodelsregister
        description: Microsoft Azure Register A Model
        call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsregister
        with:
          model: rest.model
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/modelmanagement/v1-0/subscriptions/{subscriptionid}/resourcegroups/{resourcegroup}/providers/microsoft-machinelearningservices/workspaces/{workspace}/models/{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: microsoftazuremlmodelsquerybyid
        description: Microsoft Azure Gets A Model
        call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsquerybyid
        with:
          id: rest.id
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: microsoftazuremlmodelsdelete
        description: Microsoft Azure Delete The Specified Model
        call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsdelete
        with:
          id: rest.id
        outputParameters:
        - type: object
          mapping: $.
      - method: PATCH
        name: microsoftazuremlmodelspatch
        description: Microsoft Azure Patch A Specific Model
        call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelspatch
        with:
          id: rest.id
          patch: rest.patch
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/modelmanagement/v1-0/subscriptions/{subscriptionid}/resourcegroups/{resourcegroup}/providers/microsoft-machinelearningservices/workspaces/{workspace}/models/{id}/metrics
      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: microsoftazuremlmodelsgetmetrics
        description: Microsoft Azure Retrieve The Metrics For A Model
        call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsgetmetrics
        with:
          id: rest.id
          startDate: rest.startDate
          endDate: rest.endDate
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: azure-machine-learning-model-management-service-model-mcp
    port: 9090
    transport: http
    description: MCP adapter for Microsoft Azure Azure Machine Learning Model Management Service — Model. One tool per consumed
      operation, routed inline through this capability's consumes block.
    tools:
    - name: microsoft-azure-query-list-models
      description: Microsoft Azure Query The List Of Models In A Workspace
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelslistquery
      with:
        name: tools.name
        framework: tools.framework
        description: tools.description
        count: tools.count
        $skipToken: tools.$skipToken
        tags: tools.tags
        properties: tools.properties
        runId: tools.runId
        orderBy: tools.orderBy
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-register-model
      description: Microsoft Azure Register A Model
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsregister
      with:
        model: tools.model
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-gets-model
      description: Microsoft Azure Gets A Model
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsquerybyid
      with:
        id: tools.id
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-delete-specified-model
      description: Microsoft Azure Delete The Specified Model
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsdelete
      with:
        id: tools.id
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-patch-specific-model
      description: Microsoft Azure Patch A Specific Model
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelspatch
      with:
        id: tools.id
        patch: tools.patch
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-retrieve-metrics-model
      description: Microsoft Azure Retrieve The Metrics For A Model
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-model-management-service-model.microsoftazuremlmodelsgetmetrics
      with:
        id: tools.id
        startDate: tools.startDate
        endDate: tools.endDate
      outputParameters:
      - type: object
        mapping: $.