Honest claim corroboration for AI agents (MCP server): syndication-aware independent-source counting, confidence scores, and published error rates. Keyless, read-only, open source.
**The honest corroboration layer for AI agents.** Hand it a claim; it tells you how *independently* that claim is actually being reported — and shows its work. > An AP story echoed by 40 outlets is **one** origin, not 40. Counting that correctly — syndication-aware — is the judgment layer raw web search doesn't give you.