naftiko: 1.0.0-alpha2
info:
  label: Microsoft Azure Azure Machine Learning Services — Workspaces
  description: 'Microsoft Azure Azure Machine Learning Services — Workspaces. 6 operations. Lead operation: Microsoft Azure
    Lists All The Available Machine Learning Workspaces Under The Specified Subscription. Self-contained Naftiko capability
    covering one Microsoft Azure business surface.'
  tags:
  - Microsoft Azure
  - Workspaces
  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-services-workspaces
    baseUri: https://management.azure.com
    description: Microsoft Azure Azure Machine Learning Services — Workspaces business capability. Self-contained, no shared
      references.
    resources:
    - name: subscriptions-subscriptionId-providers-Microsoft.MachineLearningServices-workspa
      path: /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces
      operations:
      - name: microsoftazureworkspaceslistbysubscription
        method: GET
        description: Microsoft Azure Lists All The Available Machine Learning Workspaces Under The Specified Subscription
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: aiCapabilities
          in: query
          type: string
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces
      operations:
      - name: microsoftazureworkspaceslistbyresourcegroup
        method: GET
        description: Microsoft Azure Lists All The Available Machine Learning Workspaces Under The Specified Resource Group
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: aiCapabilities
          in: query
          type: string
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}
      operations:
      - name: microsoftazureworkspacesdelete
        method: DELETE
        description: Microsoft Azure Deletes A Machine Learning Workspace
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: microsoftazureworkspacesget
        method: GET
        description: Microsoft Azure Gets The Properties Of The Specified Machine Learning Workspace
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: microsoftazureworkspacesupdate
        method: PATCH
        description: Microsoft Azure Updates A Machine Learning Workspace With The Specified Parameters
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: string
          description: The parameters for updating a machine learning workspace.
          required: true
      - name: microsoftazureworkspacescreateorupdate
        method: PUT
        description: Microsoft Azure Creates Or Updates A Workspace With The Specified Parameters
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: string
          description: The parameters for creating or updating a machine learning workspace.
          required: true
  exposes:
  - type: rest
    namespace: azure-machine-learning-services-workspaces-rest
    port: 8080
    description: REST adapter for Microsoft Azure Azure Machine Learning Services — Workspaces. One Spectral-compliant resource
      per consumed operation, prefixed with /v1.
    resources:
    - path: /v1/subscriptions/{subscriptionid}/providers/microsoft-machinelearningservices/workspaces
      name: subscriptions-subscriptionid-providers-microsoft-machinelearningservices-workspa
      description: REST surface for subscriptions-subscriptionId-providers-Microsoft.MachineLearningServices-workspa.
      operations:
      - method: GET
        name: microsoftazureworkspaceslistbysubscription
        description: Microsoft Azure Lists All The Available Machine Learning Workspaces Under The Specified Subscription
        call: azure-machine-learning-services-workspaces.microsoftazureworkspaceslistbysubscription
        with:
          aiCapabilities: rest.aiCapabilities
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: microsoftazureworkspaceslistbyresourcegroup
        description: Microsoft Azure Lists All The Available Machine Learning Workspaces Under The Specified Resource Group
        call: azure-machine-learning-services-workspaces.microsoftazureworkspaceslistbyresourcegroup
        with:
          aiCapabilities: rest.aiCapabilities
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: DELETE
        name: microsoftazureworkspacesdelete
        description: Microsoft Azure Deletes A Machine Learning Workspace
        call: azure-machine-learning-services-workspaces.microsoftazureworkspacesdelete
        outputParameters:
        - type: object
          mapping: $.
      - method: GET
        name: microsoftazureworkspacesget
        description: Microsoft Azure Gets The Properties Of The Specified Machine Learning Workspace
        call: azure-machine-learning-services-workspaces.microsoftazureworkspacesget
        outputParameters:
        - type: object
          mapping: $.
      - method: PATCH
        name: microsoftazureworkspacesupdate
        description: Microsoft Azure Updates A Machine Learning Workspace With The Specified Parameters
        call: azure-machine-learning-services-workspaces.microsoftazureworkspacesupdate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
      - method: PUT
        name: microsoftazureworkspacescreateorupdate
        description: Microsoft Azure Creates Or Updates A Workspace With The Specified Parameters
        call: azure-machine-learning-services-workspaces.microsoftazureworkspacescreateorupdate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: azure-machine-learning-services-workspaces-mcp
    port: 9090
    transport: http
    description: MCP adapter for Microsoft Azure Azure Machine Learning Services — Workspaces. One tool per consumed operation,
      routed inline through this capability's consumes block.
    tools:
    - name: microsoft-azure-lists-all-available
      description: Microsoft Azure Lists All The Available Machine Learning Workspaces Under The Specified Subscription
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-workspaces.microsoftazureworkspaceslistbysubscription
      with:
        aiCapabilities: tools.aiCapabilities
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-lists-all-available-2
      description: Microsoft Azure Lists All The Available Machine Learning Workspaces Under The Specified Resource Group
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-workspaces.microsoftazureworkspaceslistbyresourcegroup
      with:
        aiCapabilities: tools.aiCapabilities
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-deletes-machine-learning
      description: Microsoft Azure Deletes A Machine Learning Workspace
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: azure-machine-learning-services-workspaces.microsoftazureworkspacesdelete
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-gets-properties-specified
      description: Microsoft Azure Gets The Properties Of The Specified Machine Learning Workspace
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-workspaces.microsoftazureworkspacesget
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-updates-machine-learning
      description: Microsoft Azure Updates A Machine Learning Workspace With The Specified Parameters
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-workspaces.microsoftazureworkspacesupdate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-creates-updates-workspace
      description: Microsoft Azure Creates Or Updates A Workspace With The Specified Parameters
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-workspaces.microsoftazureworkspacescreateorupdate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.