GroundTruth — subsurface scan QA & trade estimating MCP: what works in Claude, ChatGPT, Cursor, and Grok Bot

Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.

Registry name: ai.gtfi/groundtruth (v1.0.1) | GitHub stars

Status grid

AppStatusDate tested
ClaudeUntestedNot yet tested
ChatGPTUntestedNot yet tested
CursorUntestedNot yet tested
Grok BotUntestedNot yet tested
MCP Inspector (reference client)UntestedNot yet tested
MCP TypeScript SDK (reference client)UntestedNot 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 We do not publish results until we have actually tested.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, 999 ms, checked Fri, 16 Oct 2026 17:08:16 GMT

Gotchas

None recorded yet. Gotchas come only from hands-on tests.

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