generated: '2026-08-12'
method: probed
status: gated
source: POST tools/list against https://developers.liveramp.com/mcp and https://mcp.liveramp.com/ on 2026-08-12;
  MCP module flags read from the ReadMe hub configuration served on developers.liveramp.com/clean-room-api.
description: 'Habu itself ships no MCP server: api.habu.com/mcp returns 404 and there is no Habu-branded
  MCP endpoint. Two MCP endpoints exist on the acquirer''s infrastructure and both cover the Clean Room
  API documentation, but both refuse anonymous tools/list, so no real tool schemas could be captured.
  The candidate tool surface below is DERIVED from the OpenAPI, not from any server.'
habu_hosted_server: null
successor_servers:
- name: liveramp-developer-hub
  operator: LiveRamp
  transport: http
  url: https://developers.liveramp.com/mcp
  auth: required
  probe:
    method: tools/list
    http_status: 401
    body: '{"jsonrpc":"2.0","error":{"code":-32001,"message":"Authorization required"},"id":null}'
  kind: documentation MCP auto-generated by the ReadMe hub (mcp_server_card / agent_skills_index modules
    enabled); it indexes the whole LiveRamp developer hub including clean-room-api, not the Habu API itself.
  oauth_metadata: /.well-known/oauth-protected-resource → 404 and /.well-known/oauth-protected-resource/mcp
    → 404, so the RFC 9728 discovery chain is absent.
- name: mcp.liveramp.com
  operator: LiveRamp
  transport: http
  url: https://mcp.liveramp.com/
  auth: required
  probe:
    method: tools/list
    http_status: 401
    body: '{"status": 401, "error": "Unauthorized", "message": "Missing Authorization header"}'
  kind: A separate LiveRamp MCP host. It returns the same 401 for /.well-known/oauth-protected-resource
    and /.well-known/oauth-authorization-server, so even the anonymous discovery documents are gated.
candidate_tools_note: 'DERIVED from openapi/habu-clean-room-api-openapi.yml (151 operations across 34
  tags). These are the tool shapes a Clean Room MCP server would expose; each inherits its real inputSchema
  from the backing operation. Status: candidate — no server publishes them.'
candidate_tools:
- name: list_cleanrooms
  rest: getAllCleanrooms
  description: Fetch all clean rooms available to the organization.
- name: get_cleanroom
  rest: getCleanroomById
  description: Fetch one clean room by ID.
- name: create_cleanroom
  rest: createCleanroom
  description: Create a new clean room.
- name: list_data_connections
  rest: getAllDataConnections
  description: Fetch all data connections for the organization.
- name: create_data_connection
  rest: createDataConnection
  description: Create a new data connection from a data source.
- name: map_field_configurations
  rest: mapFieldConfigurations
  description: Map field configurations (including identifier types) on a data connection.
- name: list_cleanroom_questions
  rest: getAllCleanroomQuestions
  description: List questions attached to a clean room.
- name: create_cleanroom_question_run
  rest: createCleanroomQuestionRun
  description: 'Start a question run. RATE LIMITED: 20 per hour per user/org/IP.'
- name: get_cleanroom_question_run
  rest: getCleanroomQuestionRunById
  description: Poll the status of a question run by ID. Capped at 20 checks per hour.
- name: get_cleanroom_question_run_data
  rest: getCleanroomQuestionRunData
  description: Fetch the result data of a completed question run.
- name: create_cleanroom_flow_run
  rest: createOrUpdateCleanroomFlowRun
  description: 'Start a clean room flow run. RATE LIMITED: 20 per hour per user/org/IP.'
- name: get_cleanroom_flow_run_status
  rest: getCleanroomFlowRunStatus
  description: Poll the status of a flow run.
- name: health
  rest: getHealth
  description: Unauthenticated connectivity check against https://api.habu.com/v1/health.
deployment:
  mode: unclear
  verified: searched
  checked: '2026-08-12'
  source: catalog MCP census