Mistral AI · Capability

Mistral AI Fine-Tuning API — Fine-Tuning Jobs

Mistral AI Fine-Tuning API — Fine-Tuning Jobs. 5 operations. Lead operation: Mistral AI List fine-tuning jobs. Self-contained Naftiko capability covering one Mistral business surface.

Run with Naftiko MistralFine-Tuning Jobs

What You Can Do

GET
Listfinetuningjobs — Mistral AI List fine-tuning jobs
/v1/fine-tuning/jobs
POST
Createfinetuningjob — Mistral AI Create a fine-tuning job
/v1/fine-tuning/jobs
GET
Getfinetuningjob — Mistral AI Get a fine-tuning job
/v1/fine-tuning/jobs/{job-id}
POST
Cancelfinetuningjob — Mistral AI Cancel a fine-tuning job
/v1/fine-tuning/jobs/{job-id}/cancel
POST
Startfinetuningjob — Mistral AI Start a validated fine-tuning job
/v1/fine-tuning/jobs/{job-id}/start

MCP Tools

mistral-ai-list-fine-tuning

Mistral AI List fine-tuning jobs

read-only idempotent
mistral-ai-create-fine-tuning

Mistral AI Create a fine-tuning job

mistral-ai-get-fine-tuning

Mistral AI Get a fine-tuning job

read-only idempotent
mistral-ai-cancel-fine-tuning

Mistral AI Cancel a fine-tuning job

mistral-ai-start-validated-fine

Mistral AI Start a validated fine-tuning job

read-only

Capability Spec

fine-tuning-fine-tuning-jobs.yaml Raw ↑
naftiko: 1.0.0-alpha2
info:
  label: Mistral AI Fine-Tuning API — Fine-Tuning Jobs
  description: 'Mistral AI Fine-Tuning API — Fine-Tuning Jobs. 5 operations. Lead operation: Mistral AI List fine-tuning jobs.
    Self-contained Naftiko capability covering one Mistral business surface.'
  tags:
  - Mistral
  - Fine-Tuning Jobs
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    MISTRAL_API_KEY: MISTRAL_API_KEY
capability:
  consumes:
  - type: http
    namespace: fine-tuning-fine-tuning-jobs
    baseUri: https://api.mistral.ai/v1
    description: Mistral AI Fine-Tuning API — Fine-Tuning Jobs business capability. Self-contained, no shared references.
    resources:
    - name: fine_tuning-jobs
      path: /fine_tuning/jobs
      operations:
      - name: listfinetuningjobs
        method: GET
        description: Mistral AI List fine-tuning jobs
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: page
          in: query
          type: integer
          description: Page number for pagination
        - name: page_size
          in: query
          type: integer
          description: Number of items per page
        - name: model
          in: query
          type: string
          description: Filter by base model
        - name: status
          in: query
          type: string
          description: Filter by job status
      - name: createfinetuningjob
        method: POST
        description: Mistral AI Create a fine-tuning job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
    - name: fine_tuning-jobs-job_id
      path: /fine_tuning/jobs/{job_id}
      operations:
      - name: getfinetuningjob
        method: GET
        description: Mistral AI Get a fine-tuning job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: fine_tuning-jobs-job_id-cancel
      path: /fine_tuning/jobs/{job_id}/cancel
      operations:
      - name: cancelfinetuningjob
        method: POST
        description: Mistral AI Cancel a fine-tuning job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: fine_tuning-jobs-job_id-start
      path: /fine_tuning/jobs/{job_id}/start
      operations:
      - name: startfinetuningjob
        method: POST
        description: Mistral AI Start a validated fine-tuning job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    authentication:
      type: bearer
      token: '{{env.MISTRAL_API_KEY}}'
  exposes:
  - type: rest
    namespace: fine-tuning-fine-tuning-jobs-rest
    port: 8080
    description: REST adapter for Mistral AI Fine-Tuning API — Fine-Tuning Jobs. One Spectral-compliant resource per consumed
      operation, prefixed with /v1.
    resources:
    - path: /v1/fine-tuning/jobs
      name: fine-tuning-jobs
      description: REST surface for fine_tuning-jobs.
      operations:
      - method: GET
        name: listfinetuningjobs
        description: Mistral AI List fine-tuning jobs
        call: fine-tuning-fine-tuning-jobs.listfinetuningjobs
        with:
          page: rest.page
          page_size: rest.page_size
          model: rest.model
          status: rest.status
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: createfinetuningjob
        description: Mistral AI Create a fine-tuning job
        call: fine-tuning-fine-tuning-jobs.createfinetuningjob
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/fine-tuning/jobs/{job-id}
      name: fine-tuning-jobs-job-id
      description: REST surface for fine_tuning-jobs-job_id.
      operations:
      - method: GET
        name: getfinetuningjob
        description: Mistral AI Get a fine-tuning job
        call: fine-tuning-fine-tuning-jobs.getfinetuningjob
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/fine-tuning/jobs/{job-id}/cancel
      name: fine-tuning-jobs-job-id-cancel
      description: REST surface for fine_tuning-jobs-job_id-cancel.
      operations:
      - method: POST
        name: cancelfinetuningjob
        description: Mistral AI Cancel a fine-tuning job
        call: fine-tuning-fine-tuning-jobs.cancelfinetuningjob
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/fine-tuning/jobs/{job-id}/start
      name: fine-tuning-jobs-job-id-start
      description: REST surface for fine_tuning-jobs-job_id-start.
      operations:
      - method: POST
        name: startfinetuningjob
        description: Mistral AI Start a validated fine-tuning job
        call: fine-tuning-fine-tuning-jobs.startfinetuningjob
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: fine-tuning-fine-tuning-jobs-mcp
    port: 9090
    transport: http
    description: MCP adapter for Mistral AI Fine-Tuning API — Fine-Tuning Jobs. One tool per consumed operation, routed inline
      through this capability's consumes block.
    tools:
    - name: mistral-ai-list-fine-tuning
      description: Mistral AI List fine-tuning jobs
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: fine-tuning-fine-tuning-jobs.listfinetuningjobs
      with:
        page: tools.page
        page_size: tools.page_size
        model: tools.model
        status: tools.status
      outputParameters:
      - type: object
        mapping: $.
    - name: mistral-ai-create-fine-tuning
      description: Mistral AI Create a fine-tuning job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: fine-tuning-fine-tuning-jobs.createfinetuningjob
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: mistral-ai-get-fine-tuning
      description: Mistral AI Get a fine-tuning job
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: fine-tuning-fine-tuning-jobs.getfinetuningjob
      outputParameters:
      - type: object
        mapping: $.
    - name: mistral-ai-cancel-fine-tuning
      description: Mistral AI Cancel a fine-tuning job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: fine-tuning-fine-tuning-jobs.cancelfinetuningjob
      outputParameters:
      - type: object
        mapping: $.
    - name: mistral-ai-start-validated-fine
      description: Mistral AI Start a validated fine-tuning job
      hints:
        readOnly: true
        destructive: false
        idempotent: false
      call: fine-tuning-fine-tuning-jobs.startfinetuningjob
      outputParameters:
      - type: object
        mapping: $.