Mistral AI · Capability

Mistral AI Fine-Tuning API — Fine-Tuning Jobs

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

Run with Naftiko Mistral AiFine-Tuning Jobs

What You Can Do

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

MCP Tools

create-fine-tuning-job

Create fine-tuning job

list-fine-tuning-jobs

List fine-tuning jobs

read-only idempotent
get-fine-tuning-job

Get fine-tuning job

read-only idempotent
cancel-fine-tuning-job

Cancel fine-tuning job

start-fine-tuning-job

Start fine-tuning job

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: Create fine-tuning job. Self-contained
    Naftiko capability covering one Mistral Ai business surface.'
  tags:
  - Mistral Ai
  - Fine-Tuning Jobs
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    MISTRAL_AI_API_KEY: MISTRAL_AI_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: createfinetuningjob
        method: POST
        description: Create 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: listfinetuningjobs
        method: GET
        description: List fine-tuning jobs
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: fine_tuning-jobs-job_id
      path: /fine_tuning/jobs/{job_id}
      operations:
      - name: getfinetuningjob
        method: GET
        description: Get 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: Cancel 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: Start fine-tuning job
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    authentication:
      type: bearer
      token: '{{env.MISTRAL_AI_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: POST
        name: createfinetuningjob
        description: Create fine-tuning job
        call: fine-tuning-fine-tuning-jobs.createfinetuningjob
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
      - method: GET
        name: listfinetuningjobs
        description: List fine-tuning jobs
        call: fine-tuning-fine-tuning-jobs.listfinetuningjobs
        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: Get 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: Cancel 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: Start 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: create-fine-tuning-job
      description: Create 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: list-fine-tuning-jobs
      description: List fine-tuning jobs
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: fine-tuning-fine-tuning-jobs.listfinetuningjobs
      outputParameters:
      - type: object
        mapping: $.
    - name: get-fine-tuning-job
      description: Get fine-tuning job
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: fine-tuning-fine-tuning-jobs.getfinetuningjob
      outputParameters:
      - type: object
        mapping: $.
    - name: cancel-fine-tuning-job
      description: Cancel fine-tuning job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: fine-tuning-fine-tuning-jobs.cancelfinetuningjob
      outputParameters:
      - type: object
        mapping: $.
    - name: start-fine-tuning-job
      description: Start fine-tuning job
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: fine-tuning-fine-tuning-jobs.startfinetuningjob
      outputParameters:
      - type: object
        mapping: $.