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

Connector by nickjlamb · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 1
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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/nickjlamb-opengate-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 26, 2026.

Tools
1 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
None found
Runs as
Node.js package

Tools by what they do 1

Read from the source code; the running server may list different tools.

Read 1 · Look things up without changing anything.

  • check_grounding

Network hosts it talks to 5

  • api.openai.com · found in code
  • github.com · found in code
  • glama.ai · found in code
  • pharmatools.ai · found in code
  • us-central1-medicaltextoptimiser.cloudfunctions.net · found in code

Tools (1)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • check_groundingread-only

    Check whether an answer is grounded in the provided context. Deterministic (no LLM judge): verifies that required facts appear in the answer, that every number in the answer traces to the context, and — for questions the context cannot answer — that the answer abstains instead of fabricating. Use this to self-check RAG / document-QA / retrieval answers before returning them.

Signals

Stars
1
Forks
0
Open issues
0
Last commit
Sep 29, 2026 (1 month ago)
Last release
Sep 2, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.nickjlamb/opengate-mcp
Version
0.1.4
Auth
No auth
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from nickjlamb

Cite this page

Opengate MCP. Agent Mart. https://agentmart.dev/connectors/nickjlamb-opengate-mcp (last updated 2026-10-24)