Microsoft Azure Azure Machine Learning Services — Endpoint

naftiko: 1.0.0-alpha2
info:
  label: Microsoft Azure Azure Machine Learning Services — Endpoint
  description: 'Microsoft Azure Azure Machine Learning Services — Endpoint. 11 operations. Lead operation: Microsoft Azure
    Get All The Deployments Under The Workspace Scope. Self-contained Naftiko capability covering one Microsoft Azure business
    surface.'
  tags:
  - Microsoft Azure
  - Endpoint
  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-endpoint
    baseUri: https://management.azure.com
    description: Microsoft Azure Azure Machine Learning Services — Endpoint business capability. Self-contained, no shared
      references.
    resources:
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/deployments
      operations:
      - name: microsoftazureendpointdeploymentgetinworkspace
        method: GET
        description: Microsoft Azure Get All The Deployments Under The Workspace Scope
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints
      operations:
      - name: microsoftazureendpointlist
        method: GET
        description: Microsoft Azure List All The Endpoints Under This Workspace
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}
      operations:
      - name: microsoftazureendpointget
        method: GET
        description: Microsoft Azure Gets Endpoint Resource
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: microsoftazureendpointcreateorupdate
        method: PUT
        description: Microsoft Azure Create Or Update Endpoint Resource With The Specified Parameters
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: string
          description: Endpoint resource object
          required: true
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/deployments
      operations:
      - name: microsoftazureendpointdeploymentlist
        method: GET
        description: Microsoft Azure Get All The Deployments Under The Endpoint Resource Scope
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/deployments/{deploymentName}
      operations:
      - name: microsoftazureendpointdeploymentdelete
        method: DELETE
        description: Microsoft Azure Delete Endpoint Deployment Resource By Name
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: microsoftazureendpointdeploymentget
        method: GET
        description: Microsoft Azure Get Deployments Under Endpoint Resource By Name
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: microsoftazureendpointdeploymentcreateorupdate
        method: PUT
        description: Microsoft Azure Create Or Update Endpoint Deployment Resource With The Specified Parameters
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: string
          description: deployment object
          required: true
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/listKeys
      operations:
      - name: microsoftazureendpointlistkeys
        method: POST
        description: Microsoft Azure List Keys For The Endpoint Resource
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/models
      operations:
      - name: microsoftazureendpointgetmodels
        method: GET
        description: Microsoft Azure Get Available Models Under The Endpoint Resource
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/endpoints/{endpointName}/regenerateKey
      operations:
      - name: microsoftazureendpointregeneratekeys
        method: POST
        description: Microsoft Azure Regenerate Account Keys
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: string
          required: true
  exposes:
  - type: rest
    namespace: azure-machine-learning-services-endpoint-rest
    port: 8080
    description: REST adapter for Microsoft Azure Azure Machine Learning Services — Endpoint. One Spectral-compliant resource
      per consumed operation, prefixed with /v1.
    resources:
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/deployments
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: microsoftazureendpointdeploymentgetinworkspace
        description: Microsoft Azure Get All The Deployments Under The Workspace Scope
        call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentgetinworkspace
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/endpoints
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: microsoftazureendpointlist
        description: Microsoft Azure List All The Endpoints Under This Workspace
        call: azure-machine-learning-services-endpoint.microsoftazureendpointlist
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/endpoints/{endpointname}
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: microsoftazureendpointget
        description: Microsoft Azure Gets Endpoint Resource
        call: azure-machine-learning-services-endpoint.microsoftazureendpointget
        outputParameters:
        - type: object
          mapping: $.
      - method: PUT
        name: microsoftazureendpointcreateorupdate
        description: Microsoft Azure Create Or Update Endpoint Resource With The Specified Parameters
        call: azure-machine-learning-services-endpoint.microsoftazureendpointcreateorupdate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/endpoints/{endpointname}/deployments
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: microsoftazureendpointdeploymentlist
        description: Microsoft Azure Get All The Deployments Under The Endpoint Resource Scope
        call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentlist
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/endpoints/{endpointname}/deployments/{deploymentname}
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: DELETE
        name: microsoftazureendpointdeploymentdelete
        description: Microsoft Azure Delete Endpoint Deployment Resource By Name
        call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentdelete
        outputParameters:
        - type: object
          mapping: $.
      - method: GET
        name: microsoftazureendpointdeploymentget
        description: Microsoft Azure Get Deployments Under Endpoint Resource By Name
        call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentget
        outputParameters:
        - type: object
          mapping: $.
      - method: PUT
        name: microsoftazureendpointdeploymentcreateorupdate
        description: Microsoft Azure Create Or Update Endpoint Deployment Resource With The Specified Parameters
        call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentcreateorupdate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/endpoints/{endpointname}/listkeys
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: POST
        name: microsoftazureendpointlistkeys
        description: Microsoft Azure List Keys For The Endpoint Resource
        call: azure-machine-learning-services-endpoint.microsoftazureendpointlistkeys
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/endpoints/{endpointname}/models
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: microsoftazureendpointgetmodels
        description: Microsoft Azure Get Available Models Under The Endpoint Resource
        call: azure-machine-learning-services-endpoint.microsoftazureendpointgetmodels
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{workspacename}/endpoints/{endpointname}/regeneratekey
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: POST
        name: microsoftazureendpointregeneratekeys
        description: Microsoft Azure Regenerate Account Keys
        call: azure-machine-learning-services-endpoint.microsoftazureendpointregeneratekeys
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: azure-machine-learning-services-endpoint-mcp
    port: 9090
    transport: http
    description: MCP adapter for Microsoft Azure Azure Machine Learning Services — Endpoint. One tool per consumed operation,
      routed inline through this capability's consumes block.
    tools:
    - name: microsoft-azure-get-all-deployments
      description: Microsoft Azure Get All The Deployments Under The Workspace Scope
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentgetinworkspace
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-list-all-endpoints
      description: Microsoft Azure List All The Endpoints Under This Workspace
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointlist
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-gets-endpoint-resource
      description: Microsoft Azure Gets Endpoint Resource
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointget
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-create-update-endpoint
      description: Microsoft Azure Create Or Update Endpoint Resource With The Specified Parameters
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointcreateorupdate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-get-all-deployments-2
      description: Microsoft Azure Get All The Deployments Under The Endpoint Resource Scope
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentlist
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-delete-endpoint-deployment
      description: Microsoft Azure Delete Endpoint Deployment Resource By Name
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentdelete
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-get-deployments-under
      description: Microsoft Azure Get Deployments Under Endpoint Resource By Name
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentget
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-create-update-endpoint-2
      description: Microsoft Azure Create Or Update Endpoint Deployment Resource With The Specified Parameters
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointdeploymentcreateorupdate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-list-keys-endpoint
      description: Microsoft Azure List Keys For The Endpoint Resource
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: azure-machine-learning-services-endpoint.microsoftazureendpointlistkeys
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-get-available-models
      description: Microsoft Azure Get Available Models Under The Endpoint Resource
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: azure-machine-learning-services-endpoint.microsoftazureendpointgetmodels
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-regenerate-account-keys
      description: Microsoft Azure Regenerate Account Keys
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: azure-machine-learning-services-endpoint.microsoftazureendpointregeneratekeys
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.