RAG Knowledge Base MCP Server

Item: RAG Knowledge Base MCP Server
Rating: 71
Author: M8ven

Enables searching a knowledge base and asking grounded questions with hybrid retrieval, reranking, and cited answers.

→ RaulSaavedraDeLaRiera/Rag-Knowledge-Documentation · 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: VOYAGE_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.

configDATABASE_URL

configEMBEDDING_BACKEND

🔐 secretVOYAGE_API_KEY

configVOYAGE_MODEL

configRERANKER_MODEL

configGENERATION_MODEL

configCHUNK_SIZE

configCHUNK_OVERLAP

configVECTOR_TOP_K

configKEYWORD_TOP_K

configRERANK_TOP_K

// 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/raulsaavedradelariera-rag-knowledge-documentation-gc096g)](https://m8ven.ai/mcp/raulsaavedradelariera-rag-knowledge-documentation-gc096g)

commit: d06262321c8056eec53b079884d5224e86b58b63

code hash: e6d6c9bc56a8f8b2437624f3805c46a01661511d19cdeaa4f25f7e130ed85b52

verified: 7/5/2026, 9:02:01 AM

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