generated: '2026-08-02'
method: derived
status: candidate
source: openapi/positron-inference-openapi.yml, openapi/positron-admin-openapi.yml
published_server: null
search_evidence:
  searched:
  - https://www.positron.ai/ and product pages
  - https://support.positron.ai/ (portal, user guide, release notes, API documentation)
  - https://github.com/positron-ai (14 public repositories)
  - npm/@modelcontextprotocol namespace and MCP registry/web search for "Positron AI MCP"
  - https://mcp.positron.ai (wildcard DNS, no HTTPS listener)
  result: Positron AI publishes no hosted or packaged MCP server as of 2026-08-02. The tools below are
    a DERIVED candidate design, one per real OpenAPI operationId, not a provider claim. No `MCPServer`
    pointer is wired in apis.yml because no MCP server exists.
tools:
- name: list_models
  description: List the models currently available for inference.
  source_operation: openapi/positron-inference-openapi.yml#listModels
- name: get_model
  description: Retrieve a single model by id, including creation time and owner.
  source_operation: openapi/positron-inference-openapi.yml#getModel
- name: create_chat_completion
  description: Create a model response for a chat conversation (messages[], optional streaming).
  source_operation: openapi/positron-inference-openapi.yml#createChatCompletion
- name: create_completion
  description: Create a model response for a raw text prompt (optional streaming).
  source_operation: openapi/positron-inference-openapi.yml#createCompletion
admin_tools:
- name: admin_list_models
  source_operation: openapi/positron-admin-openapi.yml#listModels
- name: admin_get_model
  source_operation: openapi/positron-admin-openapi.yml#getModel
- name: admin_create_model
  source_operation: openapi/positron-admin-openapi.yml#createModel
- name: admin_update_model
  source_operation: openapi/positron-admin-openapi.yml#updateModel
- name: admin_delete_model
  source_operation: openapi/positron-admin-openapi.yml#deleteModel
- name: admin_list_service_nodes
  source_operation: openapi/positron-admin-openapi.yml#listServiceNodes
- name: admin_get_service_node
  source_operation: openapi/positron-admin-openapi.yml#getServiceNode
- name: admin_create_service_node
  source_operation: openapi/positron-admin-openapi.yml#createServiceNode
- name: admin_update_service_node
  source_operation: openapi/positron-admin-openapi.yml#updateServiceNode
- name: admin_delete_service_node
  source_operation: openapi/positron-admin-openapi.yml#deleteServiceNode
- name: admin_list_users
  source_operation: openapi/positron-admin-openapi.yml#listUsers
- name: admin_get_user
  source_operation: openapi/positron-admin-openapi.yml#getUser
- name: admin_create_user
  source_operation: openapi/positron-admin-openapi.yml#createUser
- name: admin_update_user
  source_operation: openapi/positron-admin-openapi.yml#updateUser
- name: admin_delete_user
  source_operation: openapi/positron-admin-openapi.yml#deleteUser
- name: admin_list_access_tokens
  source_operation: openapi/positron-admin-openapi.yml#listAccessTokens
- name: admin_get_access_token
  source_operation: openapi/positron-admin-openapi.yml#getAccessToken
- name: admin_create_access_token
  source_operation: openapi/positron-admin-openapi.yml#createAccessToken
- name: admin_delete_access_token
  source_operation: openapi/positron-admin-openapi.yml#deleteAccessToken
notes:
- Every candidate tool inherits its real input contract from the referenced operation's parameters/requestBody
  in the OpenAPI; nothing here is invented.
- The admin tools mutate a control plane (including minting inference credentials); see agentic-access/positron-agentic-access.yml
  for the recommended execution contracts before exposing any of them to an agent.
deployment:
  mode: none
  verified: derived
  tools: 4
  checked: '2026-08-12'
  source: catalog MCP census