io.github.nickjlamb/opengate-mcpai

opengate-mcp

Verified · 3 days ago

Check whether an AI answer is grounded in its context — deterministic, no LLM judge.

Install

claude mcp add opengate-mcp -- npx -y @pharmatools/[email protected]

Our take

This server checks whether an AI response is grounded in its provided context, explicitly using deterministic methods instead of an LLM-based judge. It is for teams building retrieval or agent systems that want lightweight grounding checks and more predictable evaluation behavior. The idea is concrete and technically credible, but adoption is still near zero, so it looks early-stage and worth validating on the user's own datasets.

reviewed by hand · 2026-07-08

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Verification record

last verified
3 days ago
github stars
1
last commit
15 days ago
archived
no
license
MIT
latest version
0.1.4
in registry since
2026-07-06

github.com/nickjlamb/opengate

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