Langfuse · Capability

langfuse — Models

langfuse — Models. 4 operations. Lead operation: Models. Self-contained Naftiko capability covering one Langfuse business surface.

Run with Naftiko LangfuseModels

What You Can Do

POST
Modelscreate — Create a model
/v1/api/public/models
GET
Modelslist — Get all models
/v1/api/public/models
GET
Modelsget — Get a model
/v1/api/public/models/{id}
DELETE
Modelsdelete — Delete a model. Cannot delete models managed by Langfuse. You can create your own definition with the same modelName to override the definition though.
/v1/api/public/models/{id}

MCP Tools

create-model

Create a model

get-all-models

Get all models

read-only idempotent
get-model

Get a model

read-only idempotent
delete-model-cannot-delete-models

Delete a model. Cannot delete models managed by Langfuse. You can create your own definition with the same modelName to override the definition though.

idempotent

Capability Spec

langfuse-models.yaml Raw ↑
naftiko: 1.0.0-alpha2
info:
  label: langfuse — Models
  description: 'langfuse — Models. 4 operations. Lead operation: Models. Self-contained Naftiko capability covering one Langfuse
    business surface.'
  tags:
  - Langfuse
  - Models
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    LANGFUSE_API_KEY: LANGFUSE_API_KEY
capability:
  consumes:
  - type: http
    namespace: langfuse-models
    baseUri: ''
    description: langfuse — Models business capability. Self-contained, no shared references.
    resources:
    - name: api-public-models
      path: /api/public/models
      operations:
      - name: modelscreate
        method: POST
        description: Create a model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
      - name: modelslist
        method: GET
        description: Get all models
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: page
          in: query
          type: integer
          description: page number, starts at 1
        - name: limit
          in: query
          type: integer
          description: limit of items per page
    - name: api-public-models-id
      path: /api/public/models/{id}
      operations:
      - name: modelsget
        method: GET
        description: Get a model
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          required: true
      - name: modelsdelete
        method: DELETE
        description: Delete a model. Cannot delete models managed by Langfuse. You can create your own definition with the
          same modelName to override the definition though.
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: string
          required: true
    authentication:
      type: basic
      username: '{{env.LANGFUSE_USER}}'
      password: '{{env.LANGFUSE_PASS}}'
  exposes:
  - type: rest
    namespace: langfuse-models-rest
    port: 8080
    description: REST adapter for langfuse — Models. One Spectral-compliant resource per consumed operation, prefixed with
      /v1.
    resources:
    - path: /v1/api/public/models
      name: api-public-models
      description: REST surface for api-public-models.
      operations:
      - method: POST
        name: modelscreate
        description: Create a model
        call: langfuse-models.modelscreate
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
      - method: GET
        name: modelslist
        description: Get all models
        call: langfuse-models.modelslist
        with:
          page: rest.page
          limit: rest.limit
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/api/public/models/{id}
      name: api-public-models-id
      description: REST surface for api-public-models-id.
      operations:
      - method: GET
        name: modelsget
        description: Get a model
        call: langfuse-models.modelsget
        with:
          id: rest.id
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: modelsdelete
        description: Delete a model. Cannot delete models managed by Langfuse. You can create your own definition with the
          same modelName to override the definition though.
        call: langfuse-models.modelsdelete
        with:
          id: rest.id
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: langfuse-models-mcp
    port: 9090
    transport: http
    description: MCP adapter for langfuse — Models. One tool per consumed operation, routed inline through this capability's
      consumes block.
    tools:
    - name: create-model
      description: Create a model
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: langfuse-models.modelscreate
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: get-all-models
      description: Get all models
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: langfuse-models.modelslist
      with:
        page: tools.page
        limit: tools.limit
      outputParameters:
      - type: object
        mapping: $.
    - name: get-model
      description: Get a model
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: langfuse-models.modelsget
      with:
        id: tools.id
      outputParameters:
      - type: object
        mapping: $.
    - name: delete-model-cannot-delete-models
      description: Delete a model. Cannot delete models managed by Langfuse. You can create your own definition with the same
        modelName to override the definition though.
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: langfuse-models.modelsdelete
      with:
        id: tools.id
      outputParameters:
      - type: object
        mapping: $.