Groundtruth — Ask Real Humans MCP: what works in Claude, ChatGPT, Cursor, and Grok Bot
Human-in-the-loop user research: ask real people what the web can't answer, get verbatim replies
Registry name: app.vercel.groundtruth-ruby/groundtruth (v0.1.1) | GitHub stars
Status grid
| App | Status | Date tested |
|---|---|---|
| Claude | Untested | Not yet tested |
| ChatGPT | Untested | Not yet tested |
| Cursor | Untested | Not yet tested |
| Grok Bot | Untested | Not yet tested |
| MCP Inspector (reference client) | Untested | Not yet tested |
| MCP TypeScript SDK (reference client) | Untested | Not yet tested |
Hands-on test results
No hands-on tests yet. We do not publish results until we have actually tested.
Automated handshake
Works HTTP 200, 400 ms, checked Fri, 16 Oct 2026 17:01:56 GMT
Gotchas
None recorded yet. Gotchas come only from hands-on tests.
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