groundcheck

Item: groundcheck
Rating: 71
Author: M8ven

An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scoring, hallucination detection, and retrieval quality metrics -- with zero API keys, using MCP sampling.

→ offquestxo/groundcheck · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 2 credentials: GROUNDCHECK_HTTP_TOKEN, ANTHROPIC_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configGROUNDCHECK_DATA_DIR

🔐 secretGROUNDCHECK_HTTP_TOKEN

🔐 secretANTHROPIC_API_KEY— sampling yet, set as a fallback; if neither is available,

configANTHROPIC_MODEL

configGROUNDCHECK_HTTP_HOST

configGROUNDCHECK_HTTP_PORT

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/offquestxo-groundcheck-1w7s87)](https://m8ven.ai/mcp/offquestxo-groundcheck-1w7s87)

commit: 374e832b1bb53914836967f2dd68e7b907e8916c

code hash: 23020b615ed0dc212a780b370aaf62052d32adf0f5366c6f6f70c63667434d21

verified: 7/7/2026, 9:54:02 AM

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