mcp-docqa-server

Item: mcp-docqa-server
Rating: 69
Author: M8ven

An MCP server that provides semantic search over a document corpus, enabling AI clients to retrieve and cite relevant chunks from indexed documents via RAG pipelines.

→ saivarun161/mcp-docqa-server · 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 1 credential: OPENAI_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.

configDOCQA_STORE— export =pgvector DATABASE_URL=postgresql://docqa:docqa@localhost:5432/docqa

configDOCQA_SQLITE_PATH

configDATABASE_URL— export DOCQA_STORE=pgvector =postgresql://docqa:docqa@localhost:5432/docqa

configDOCQA_EMBEDDINGS— Semantic embeddings — put an OpenAI key in .env (see [.env.example](.env.example)) and re-index; =auto picks it up:

🔐 secretOPENAI_API_KEY

configDOCQA_OPENAI_EMBEDDING_MODEL

// 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 5 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/saivarun161-mcp-docqa-server-1litb0)](https://m8ven.ai/mcp/saivarun161-mcp-docqa-server-1litb0)

commit: 0f0e0b751edd6e20ca03b0867dc2d899e9207534

code hash: dbd43bd3df1a76dcd0d8a2345637c9492b25de9342014b3cff6487d9dbde050e

verified: 7/14/2026, 8:32:55 AM

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