generated: '2026-07-21'
method: searched
status: published
source: https://docs.scorecard.io/features/mcp
server:
  name: scorecard_ai
  transport: http
  url: https://mcp.scorecard.io/mcp
  local:
    command: npx
    args:
    - -y
    - scorecard-ai-mcp@latest
    env:
      SCORECARD_API_KEY: ak_...
  auth: Bearer API key (SCORECARD_API_KEY, prefix ak_)
install:
  claude_code: claude mcp add --transport http scorecard https://mcp.scorecard.io/mcp
  claude_desktop: Settings > Connectors > Add custom connector > https://mcp.scorecard.io/mcp
notes: The official Scorecard MCP server exposes ~45 tools spanning projects, testsets, testcases, systems,
  metrics, runs, records, scores, and annotations, plus documentation search. Tools map to the Scorecard
  REST API operations in openapi/scorecard-openapi-original.yml. Available both as a hosted remote HTTP
  server and locally via the scorecard-ai-mcp npm package.
tool_families:
- projects
- testsets
- testcases
- systems
- metrics
- runs
- records
- scores
- annotations
- documentation-search
deployment:
  mode: remote
  endpoint: https://mcp.scorecard.io/mcp
  verified: probed
  probe: gated
  checked: '2026-08-12'
  source: catalog MCP census