Microsoft Azure · Capability

Microsoft Azure HyperDrive — HyperDriveExperiment

Microsoft Azure HyperDrive — HyperDriveExperiment. 2 operations. Lead operation: Microsoft Azure Create An Experiment. Self-contained Naftiko capability covering one Microsoft Azure business surface.

Run with Naftiko Microsoft AzureHyperDriveExperiment

What You Can Do

POST
Microsoftazurehyperparametertuningcreateexperiment — Microsoft Azure Create An Experiment
/v1/hyperdrive/v1-0/{armscope}/runs
POST
Microsoftazurehyperparametertuningcancelexperiment — Microsoft Azure Cancel An Experiment
/v1/hyperdrive/v1-0/{armscope}/runs/{runid}/cancel

MCP Tools

microsoft-azure-create-experiment

Microsoft Azure Create An Experiment

microsoft-azure-cancel-experiment

Microsoft Azure Cancel An Experiment

Capability Spec

hyperdrive-hyperdriveexperiment.yaml Raw ↑
naftiko: 1.0.0-alpha2
info:
  label: Microsoft Azure HyperDrive — HyperDriveExperiment
  description: 'Microsoft Azure HyperDrive — HyperDriveExperiment. 2 operations. Lead operation: Microsoft Azure Create An
    Experiment. Self-contained Naftiko capability covering one Microsoft Azure business surface.'
  tags:
  - Microsoft Azure
  - HyperDriveExperiment
  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: hyperdrive-hyperdriveexperiment
    baseUri: ''
    description: Microsoft Azure HyperDrive — HyperDriveExperiment business capability. Self-contained, no shared references.
    resources:
    - name: hyperdrive-v1.0-armScope-runs
      path: /hyperdrive/v1.0/{armScope}/runs
      operations:
      - name: microsoftazurehyperparametertuningcreateexperiment
        method: POST
        description: Microsoft Azure Create An Experiment
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: config
          in: formData
          type: file
          description: The configuration file with experiment JSON content. A text file that is a JSON-serialized '#/definitions/HyperDriveCreateExperiment'
            object.
          required: true
    - name: hyperdrive-v1.0-armScope-runs-runId-cancel
      path: /hyperdrive/v1.0/{armScope}/runs/{runId}/cancel
      operations:
      - name: microsoftazurehyperparametertuningcancelexperiment
        method: POST
        description: Microsoft Azure Cancel An Experiment
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: runId
          in: path
          type: string
          description: Hyperdrive run id to cancel.
          required: true
        - name: RunHistoryHost
          in: header
          type: string
          description: The host for run location.
  exposes:
  - type: rest
    namespace: hyperdrive-hyperdriveexperiment-rest
    port: 8080
    description: REST adapter for Microsoft Azure HyperDrive — HyperDriveExperiment. One Spectral-compliant resource per consumed
      operation, prefixed with /v1.
    resources:
    - path: /v1/hyperdrive/v1-0/{armscope}/runs
      name: hyperdrive-v1-0-armscope-runs
      description: REST surface for hyperdrive-v1.0-armScope-runs.
      operations:
      - method: POST
        name: microsoftazurehyperparametertuningcreateexperiment
        description: Microsoft Azure Create An Experiment
        call: hyperdrive-hyperdriveexperiment.microsoftazurehyperparametertuningcreateexperiment
        with:
          config: rest.config
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/hyperdrive/v1-0/{armscope}/runs/{runid}/cancel
      name: hyperdrive-v1-0-armscope-runs-runid-cancel
      description: REST surface for hyperdrive-v1.0-armScope-runs-runId-cancel.
      operations:
      - method: POST
        name: microsoftazurehyperparametertuningcancelexperiment
        description: Microsoft Azure Cancel An Experiment
        call: hyperdrive-hyperdriveexperiment.microsoftazurehyperparametertuningcancelexperiment
        with:
          runId: rest.runId
          RunHistoryHost: rest.RunHistoryHost
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: hyperdrive-hyperdriveexperiment-mcp
    port: 9090
    transport: http
    description: MCP adapter for Microsoft Azure HyperDrive — HyperDriveExperiment. One tool per consumed operation, routed
      inline through this capability's consumes block.
    tools:
    - name: microsoft-azure-create-experiment
      description: Microsoft Azure Create An Experiment
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: hyperdrive-hyperdriveexperiment.microsoftazurehyperparametertuningcreateexperiment
      with:
        config: tools.config
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-cancel-experiment
      description: Microsoft Azure Cancel An Experiment
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: hyperdrive-hyperdriveexperiment.microsoftazurehyperparametertuningcancelexperiment
      with:
        runId: tools.runId
        RunHistoryHost: tools.RunHistoryHost
      outputParameters:
      - type: object
        mapping: $.