JFrog · Capability

JFrog ML REST API — Experiments

JFrog ML REST API — Experiments. 4 operations. Lead operation: JFrog List Experiments. Self-contained Naftiko capability covering one Jfrog business surface.

Run with Naftiko JfrogExperiments

What You Can Do

GET
Listexperiments — JFrog List Experiments
/v1/v1/experiments
POST
Createexperiment — JFrog Create Experiment
/v1/v1/experiments
GET
Getexperiment — JFrog Get Experiment
/v1/v1/experiments/{experimentid}
DELETE
Deleteexperiment — JFrog Delete Experiment
/v1/v1/experiments/{experimentid}

MCP Tools

jfrog-list-experiments

JFrog List Experiments

read-only idempotent
jfrog-create-experiment

JFrog Create Experiment

jfrog-get-experiment

JFrog Get Experiment

read-only idempotent
jfrog-delete-experiment

JFrog Delete Experiment

idempotent

Capability Spec

ml-experiments.yaml Raw ↑
naftiko: 1.0.0-alpha2
info:
  label: JFrog ML REST API — Experiments
  description: 'JFrog ML REST API — Experiments. 4 operations. Lead operation: JFrog List Experiments. Self-contained Naftiko
    capability covering one Jfrog business surface.'
  tags:
  - Jfrog
  - Experiments
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    JFROG_API_KEY: JFROG_API_KEY
capability:
  consumes:
  - type: http
    namespace: ml-experiments
    baseUri: https://{server}.jfrog.io/ml/api
    description: JFrog ML REST API — Experiments business capability. Self-contained, no shared references.
    resources:
    - name: v1-experiments
      path: /v1/experiments
      operations:
      - name: listexperiments
        method: GET
        description: JFrog List Experiments
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: model_id
          in: query
          type: string
          description: Filter by model ID
      - name: createexperiment
        method: POST
        description: JFrog Create Experiment
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: v1-experiments-experimentId
      path: /v1/experiments/{experimentId}
      operations:
      - name: getexperiment
        method: GET
        description: JFrog Get Experiment
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: experimentId
          in: path
          type: string
          description: Experiment ID
          required: true
      - name: deleteexperiment
        method: DELETE
        description: JFrog Delete Experiment
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: experimentId
          in: path
          type: string
          description: Experiment ID
          required: true
    authentication:
      type: bearer
      token: '{{env.JFROG_API_KEY}}'
  exposes:
  - type: rest
    namespace: ml-experiments-rest
    port: 8080
    description: REST adapter for JFrog ML REST API — Experiments. One Spectral-compliant resource per consumed operation,
      prefixed with /v1.
    resources:
    - path: /v1/v1/experiments
      name: v1-experiments
      description: REST surface for v1-experiments.
      operations:
      - method: GET
        name: listexperiments
        description: JFrog List Experiments
        call: ml-experiments.listexperiments
        with:
          model_id: rest.model_id
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: createexperiment
        description: JFrog Create Experiment
        call: ml-experiments.createexperiment
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/v1/experiments/{experimentid}
      name: v1-experiments-experimentid
      description: REST surface for v1-experiments-experimentId.
      operations:
      - method: GET
        name: getexperiment
        description: JFrog Get Experiment
        call: ml-experiments.getexperiment
        with:
          experimentId: rest.experimentId
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: deleteexperiment
        description: JFrog Delete Experiment
        call: ml-experiments.deleteexperiment
        with:
          experimentId: rest.experimentId
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: ml-experiments-mcp
    port: 9090
    transport: http
    description: MCP adapter for JFrog ML REST API — Experiments. One tool per consumed operation, routed inline through this
      capability's consumes block.
    tools:
    - name: jfrog-list-experiments
      description: JFrog List Experiments
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: ml-experiments.listexperiments
      with:
        model_id: tools.model_id
      outputParameters:
      - type: object
        mapping: $.
    - name: jfrog-create-experiment
      description: JFrog Create Experiment
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: ml-experiments.createexperiment
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: jfrog-get-experiment
      description: JFrog Get Experiment
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: ml-experiments.getexperiment
      with:
        experimentId: tools.experimentId
      outputParameters:
      - type: object
        mapping: $.
    - name: jfrog-delete-experiment
      description: JFrog Delete Experiment
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: ml-experiments.deleteexperiment
      with:
        experimentId: tools.experimentId
      outputParameters:
      - type: object
        mapping: $.