GitLab CI/CD · Capability

GitLab API — ml_model_registry

GitLab API — ml_model_registry. 3 operations. Lead operation: Workhorse upload model package file. Self-contained Naftiko capability covering one Gitlab Ci business surface.

Run with Naftiko Gitlab Ciml_model_registry

What You Can Do

PUT
Putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename — Workhorse upload model package file
/v1/api/v4/projects/{id}/packages/ml-models/{model-version-id}/files/path/file-name
GET
Getapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename — Download an ml_model package file
/v1/api/v4/projects/{id}/packages/ml-models/{model-version-id}/files/path/file-name
PUT
Putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilenameauthorize — Workhorse authorize model package file
/v1/api/v4/projects/{id}/packages/ml-models/{model-version-id}/files/path/file-name/authorize

MCP Tools

workhorse-upload-model-package-file

Workhorse upload model package file

idempotent
download-ml-model-package-file

Download an ml_model package file

read-only idempotent
workhorse-authorize-model-package-file

Workhorse authorize model package file

idempotent

Capability Spec

gitlab-ci-ml-model-registry.yaml Raw ↑ 
naftiko: 1.0.0-alpha2
info:
  label: GitLab API — ml_model_registry
  description: 'GitLab API — ml_model_registry. 3 operations. Lead operation: Workhorse upload model package file. Self-contained
    Naftiko capability covering one Gitlab Ci business surface.'
  tags:
  - Gitlab Ci
  - ml_model_registry
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    GITLAB_CI_API_KEY: GITLAB_CI_API_KEY
capability:
  consumes:
  - type: http
    namespace: gitlab-ci-ml-model-registry
    baseUri: https://gitlab.com
    description: GitLab API — ml_model_registry business capability. Self-contained, no shared references.
    resources:
    - name: api-v4-projects-id-packages-ml_models-model_version_id-files-(*path-){file_name}
      path: /api/v4/projects/{id}/packages/ml_models/{model_version_id}/files/(*path/){file_name}
      operations:
      - name: putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
        method: PUT
        description: Workhorse upload model package file
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The ID or URL-encoded path of the project
          required: true
        - name: file_name
          in: path
          type: string
          description: File name
          required: true
        - name: model_version_id
          in: path
          type: string
          description: Model version id
          required: true
        - name: putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileName
          in: body
          type: string
          required: true
      - name: getapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
        method: GET
        description: Download an ml_model package file
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The ID or URL-encoded path of the project
          required: true
        - name: file_name
          in: path
          type: string
          description: File name
          required: true
        - name: path
          in: query
          type: string
          description: File directory path
        - name: status
          in: query
          type: string
          description: Package status
        - name: model_version_id
          in: path
          type: string
          description: Model version id
          required: true
    - name: api-v4-projects-id-packages-ml_models-model_version_id-files-(*path-){file_name}
      path: /api/v4/projects/{id}/packages/ml_models/{model_version_id}/files/(*path/){file_name}/authorize
      operations:
      - name: putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilenameauthorize
        method: PUT
        description: Workhorse authorize model package file
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          description: The ID or URL-encoded path of the project
          required: true
        - name: file_name
          in: path
          type: string
          description: File name
          required: true
        - name: model_version_id
          in: path
          type: string
          description: Model version id
          required: true
        - name: putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileNameAuthorize
          in: body
          type: string
          required: true
  exposes:
  - type: rest
    namespace: gitlab-ci-ml-model-registry-rest
    port: 8080
    description: REST adapter for GitLab API — ml_model_registry. One Spectral-compliant resource per consumed operation,
      prefixed with /v1.
    resources:
    - path: /v1/api/v4/projects/{id}/packages/ml-models/{model-version-id}/files/path/file-name
      name: api-v4-projects-id-packages-ml-models-model-version-id-files-path-file-name
      description: REST surface for api-v4-projects-id-packages-ml_models-model_version_id-files-(*path-){file_name}.
      operations:
      - method: PUT
        name: putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
        description: Workhorse upload model package file
        call: gitlab-ci-ml-model-registry.putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
        with:
          id: rest.id
          file_name: rest.file_name
          model_version_id: rest.model_version_id
          putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileName: rest.putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileName
        outputParameters:
        - type: object
          mapping: $.
      - method: GET
        name: getapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
        description: Download an ml_model package file
        call: gitlab-ci-ml-model-registry.getapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
        with:
          id: rest.id
          file_name: rest.file_name
          path: rest.path
          status: rest.status
          model_version_id: rest.model_version_id
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/api/v4/projects/{id}/packages/ml-models/{model-version-id}/files/path/file-name/authorize
      name: api-v4-projects-id-packages-ml-models-model-version-id-files-path-file-name
      description: REST surface for api-v4-projects-id-packages-ml_models-model_version_id-files-(*path-){file_name}.
      operations:
      - method: PUT
        name: putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilenameauthorize
        description: Workhorse authorize model package file
        call: gitlab-ci-ml-model-registry.putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilenameauthorize
        with:
          id: rest.id
          file_name: rest.file_name
          model_version_id: rest.model_version_id
          putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileNameAuthorize: rest.putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileNameAuthorize
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: gitlab-ci-ml-model-registry-mcp
    port: 9090
    transport: http
    description: MCP adapter for GitLab API — ml_model_registry. One tool per consumed operation, routed inline through this
      capability's consumes block.
    tools:
    - name: workhorse-upload-model-package-file
      description: Workhorse upload model package file
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: gitlab-ci-ml-model-registry.putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
      with:
        id: tools.id
        file_name: tools.file_name
        model_version_id: tools.model_version_id
        putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileName: tools.putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileName
      outputParameters:
      - type: object
        mapping: $.
    - name: download-ml-model-package-file
      description: Download an ml_model package file
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: gitlab-ci-ml-model-registry.getapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilename
      with:
        id: tools.id
        file_name: tools.file_name
        path: tools.path
        status: tools.status
        model_version_id: tools.model_version_id
      outputParameters:
      - type: object
        mapping: $.
    - name: workhorse-authorize-model-package-file
      description: Workhorse authorize model package file
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: gitlab-ci-ml-model-registry.putapiv4projectsidpackagesmlmodelsmodelversionidfilespathfilenameauthorize
      with:
        id: tools.id
        file_name: tools.file_name
        model_version_id: tools.model_version_id
        putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileNameAuthorize: tools.putApiV4ProjectsIdPackagesMlModelsModelVersionIdFiles(*path)FileNameAuthorize
      outputParameters:
      - type: object
        mapping: $.