mcp-rag-server

An MCP server that indexes documents and serves relevant context to LLMs via Retrieval Augmented Generation (RAG).

→ kwanLeeFrmVi/mcp-rag-server · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

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: LLM_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.

configBASE_LLM_API— "": "http://localhost:11434/v1",

configCHUNK_SIZE— export =500

configEMBEDDING_MODEL— "": "nomic-embed-text",

🔐 secretLLM_API_KEY— API key for your LLM provider (empty)

configVECTOR_STORE_PATH— "": "./vector_store",

// 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/kwanleefrmvi-mcp-rag-server-p17dxs)](https://m8ven.ai/mcp/kwanleefrmvi-mcp-rag-server-p17dxs)

commit: a5dd064754b9645b96ad6883f0780776eec9e201

code hash: 8ef508dacfa6eaf06225f13981600fb8f224a75bb95fc856ecffe5c3a2f9bded

verified: 6/11/2026, 10:46:20 AM

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