generated: '2026-08-13'
method: derived
source: mcp/liveramp-mcp.yml, openapi/liveramp-activation-api-openapi.yml,
  openapi/liveramp-clean-room-api-openapi.yml, openapi/liveramp-privacy-api-openapi.yml
headline: >-
  ZERO OVERLAP. LiveRamp publishes both an MCP server and 179 REST operations across three
  OpenAPI documents, and the two surfaces do not touch. The MCP server (LiveRamp/logscale-mcp) is
  a Security Engineering tool that fronts CrowdStrike LogScale, a third-party product. Every one
  of LiveRamp's own 179 published operations is rest_only. This crosswalk exists to record that
  divergence explicitly rather than let a reader infer that a provider with "an MCP server" and
  "an OpenAPI" has an agent path to its product.
surfaces:
  openapi:
  - file: openapi/liveramp-activation-api-openapi.yml
    server: https://api.liveramp.com/activation
    operations: 26
    gated: false
  - file: openapi/liveramp-clean-room-api-openapi.yml
    server: https://api.habu.com/v1/
    operations: 151
    gated: false
  - file: openapi/liveramp-privacy-api-openapi.yml
    server: https://privacy-api.liveramp.com
    operations: 2
    gated: false
  graphql:
    endpoint: null
    note: >-
      LiveRamp publishes no GraphQL endpoint for its own APIs. (The logscale-mcp server speaks
      GraphQL to CrowdStrike LogScale, which is a different company's API.)
  mcp:
    url: null
    mode: local-stdio
    repository: https://github.com/LiveRamp/logscale-mcp
    gated: true
    note: >-
      No hosted endpoint exists, so tools/list could not be run. The README states 27 tools in
      six categories but does not enumerate names or inputSchemas, so no tool row can be written
      without inventing it.
crosswalk: []
mcp_only:
- tool: '(27 LogScale tools, names not published)'
  reason: >-
    Backed by CrowdStrike LogScale, not by any LiveRamp API. There is no LiveRamp operationId
    these could bind to, at any confidence.
rest_only:
- api: LiveRamp Activation API
  file: openapi/liveramp-activation-api-openapi.yml
  operations: 26
  capabilities:
  - {group: Configure Distributions, operations: 10}
  - {group: Distribute Data, operations: 4}
  - {group: Explore Destinations, operations: 4}
  - {group: OAuth Configuration, operations: 4}
  - {group: View Segments, operations: 2}
  - {group: View Deliveries, operations: 1}
  - {group: v2/SegmentStatus, operations: 1}
- api: LiveRamp Clean Room API
  file: openapi/liveramp-clean-room-api-openapi.yml
  operations: 151
  capabilities:
  - {group: Cleanroom Flows, operations: 12}
  - {group: Cleanroom Question Runs, operations: 12}
  - {group: Cleanroom Flow Runs, operations: 11}
  - {group: Cleanroom Partners, operations: 11}
  - {group: Data Connections, operations: 9}
  - {group: Cleanroom Questions, operations: 8}
  - {group: Cleanrooms, operations: 7}
  - {group: Cleanroom Datasets, operations: 5}
  - {group: Cleanroom Exports, operations: 5}
  - {group: Cleanroom Question Datasets, operations: 5}
  - {group: Cleanroom Question Run Schedule, operations: 5}
  - {group: Cleanroom Users, operations: 5}
  - {group: DataConnectionViews, operations: 5}
  - {group: Destinations, operations: 5}
  - {group: Organization Credentials, operations: 5}
  - {group: Questions, operations: 5}
  - {group: Cleanroom Destinations, operations: 4}
  - {group: Intelligence, operations: 4}
  - {group: Billable Configs, operations: 3}
  - {group: Cleanroom, operations: 3}
  - {group: Credential Sources, operations: 3}
  - {group: Flow Decision Configurations, operations: 3}
  - {group: Cleanroom Question Permissions, operations: 2}
  - {group: Cleanroom Question Result Shares, operations: 2}
  - {group: Cleanroom Question Tags, operations: 2}
  - {group: Cleanroom Roles, operations: 2}
  - {group: Data Sources, operations: 2}
  - {group: Data Types, operations: 2}
  - {group: Data Source Parameters, operations: 1}
  - {group: Health, operations: 1}
  - {group: Import Data Types, operations: 1}
  - {group: Organization Users, operations: 1}
- api: LiveRamp Privacy API
  file: openapi/liveramp-privacy-api-openapi.yml
  operations: 2
  capabilities:
  - {group: PrivacyRequests, operations: 2}
coverage:
  tools_named: 0
  tools_declared_by_provider: 27
  tools_bound_to_rest: 0
  mcp_only: 27
  rest_operations_total: 179
  rest_operations_with_a_tool: 0
  binding_rate: 0.0