mcp-rag

Item: mcp-rag
Rating: 69
Author: M8ven

Enables semantic search and question answering over a knowledge base using hybrid retrieval and grounded answers, all running offline with no API keys.

→ elhassane1230/mcp-rag · 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: VOYAGE_API_KEY, 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.

configMCPRAG_EMBEDDING_BACKEND— export =voyage VOYAGE_API_KEY=...

configMCPRAG_GENERATOR_BACKEND— export =anthropic ANTHROPIC_API_KEY=...

🔐 secretVOYAGE_API_KEY— export MCPRAG_EMBEDDING_BACKEND=voyage =...

🔐 secretANTHROPIC_API_KEY— export MCPRAG_GENERATOR_BACKEND=anthropic =...

// 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/elhassane1230-mcp-rag-10tzd7)](https://m8ven.ai/mcp/elhassane1230-mcp-rag-10tzd7)

commit: 62cfe34e5b57e67da44a46d0af924b2ccdbe1307

code hash: 6ec4ef4f290903ddfdec1c496ce89d74d44591cd3591fce1afa02488c7b3fefe

verified: 7/4/2026, 9:12:26 AM

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