JFrog ML REST API — Models

naftiko: 1.0.0-alpha2
info:
  label: JFrog ML REST API — Models
  description: 'JFrog ML REST API — Models. 5 operations. Lead operation: JFrog List Models. Self-contained Naftiko capability
    covering one Jfrog business surface.'
  tags:
  - Jfrog
  - Models
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    JFROG_API_KEY: JFROG_API_KEY
capability:
  consumes:
  - type: http
    namespace: ml-models
    baseUri: https://{server}.jfrog.io/ml/api
    description: JFrog ML REST API — Models business capability. Self-contained, no shared references.
    resources:
    - name: v1-models
      path: /v1/models
      operations:
      - name: listmodels
        method: GET
        description: JFrog List Models
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: limit
          in: query
          type: integer
          description: Maximum number of results
        - name: offset
          in: query
          type: integer
          description: Offset for pagination
      - name: createmodel
        method: POST
        description: JFrog Create Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: v1-models-modelId
      path: /v1/models/{modelId}
      operations:
      - name: getmodel
        method: GET
        description: JFrog Get Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: modelId
          in: path
          type: string
          description: Model ID
          required: true
      - name: updatemodel
        method: PUT
        description: JFrog Update Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: modelId
          in: path
          type: string
          description: Model ID
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
      - name: deletemodel
        method: DELETE
        description: JFrog Delete Model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: modelId
          in: path
          type: string
          description: Model ID
          required: true
    authentication:
      type: bearer
      token: '{{env.JFROG_API_KEY}}'
  exposes:
  - type: rest
    namespace: ml-models-rest
    port: 8080
    description: REST adapter for JFrog ML REST API — Models. One Spectral-compliant resource per consumed operation, prefixed
      with /v1.
    resources:
    - path: /v1/v1/models
      name: v1-models
      description: REST surface for v1-models.
      operations:
      - method: GET
        name: listmodels
        description: JFrog List Models
        call: ml-models.listmodels
        with:
          limit: rest.limit
          offset: rest.offset
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: createmodel
        description: JFrog Create Model
        call: ml-models.createmodel
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/v1/models/{modelid}
      name: v1-models-modelid
      description: REST surface for v1-models-modelId.
      operations:
      - method: GET
        name: getmodel
        description: JFrog Get Model
        call: ml-models.getmodel
        with:
          modelId: rest.modelId
        outputParameters:
        - type: object
          mapping: $.
      - method: PUT
        name: updatemodel
        description: JFrog Update Model
        call: ml-models.updatemodel
        with:
          modelId: rest.modelId
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: deletemodel
        description: JFrog Delete Model
        call: ml-models.deletemodel
        with:
          modelId: rest.modelId
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: ml-models-mcp
    port: 9090
    transport: http
    description: MCP adapter for JFrog ML REST API — Models. One tool per consumed operation, routed inline through this capability's
      consumes block.
    tools:
    - name: jfrog-list-models
      description: JFrog List Models
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: ml-models.listmodels
      with:
        limit: tools.limit
        offset: tools.offset
      outputParameters:
      - type: object
        mapping: $.
    - name: jfrog-create-model
      description: JFrog Create Model
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: ml-models.createmodel
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: jfrog-get-model
      description: JFrog Get Model
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: ml-models.getmodel
      with:
        modelId: tools.modelId
      outputParameters:
      - type: object
        mapping: $.
    - name: jfrog-update-model
      description: JFrog Update Model
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: ml-models.updatemodel
      with:
        modelId: tools.modelId
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: jfrog-delete-model
      description: JFrog Delete Model
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: ml-models.deletemodel
      with:
        modelId: tools.modelId
      outputParameters:
      - type: object
        mapping: $.