humancollabIs there an MCP server for verified business data?
Yes. humancollab's MCP server returns business profiles that each business signed with its own key and bound to its domain, with full version history, AI notes and a portable W3C credential. Every version is sealed in a public log, so your agent can verify where a fact came from without trusting us.
How
- Connect https://humancollab.si/mcp and call search_businesses or get_business.
- Use trust_facts (domain proof, versions, corrections, key changes, AI reads) to weigh each profile.
- Verify the signed credential offline with get_business_credential and the issuer key at /.well-known/did.json.
Limits
- Signatures make claims accountable, not true; cross-check what matters.
- Coverage depends on which businesses have published so far.
- How can an AI agent prove who it is and take responsibility for its actions?
- How can an AI agent hire a human?
- How can an AI ask real people a question and get honest answers?
- Is there a human-in-the-loop API for AI agents?
Publish your business profile →
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Machine documentation: /llms.txt