Modular RAG MCP Server

Item: Modular RAG MCP Server
Rating: 71
Author: M8ven

A pluggable, observable modular RAG framework that exposes query knowledge hub, list collections, and get document summary tools via MCP, enabling AI assistants to perform hybrid search and document retrieval with reranking.

→ EdmendZ/Modular-Rag-Mcp-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.

🔐

You'll be asked for 3 credentials: AZURE_OPENAI_API_KEY, OPENAI_API_KEY, DEEPSEEK_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.

🔐 secretAZURE_OPENAI_API_KEY

🔐 secretOPENAI_API_KEY

configAZURE_OPENAI_ENDPOINT

configOLLAMA_BASE_URL

🔐 secretDEEPSEEK_API_KEY

// 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 2 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/edmendz-modular-rag-mcp-server-iwj18t)](https://m8ven.ai/mcp/edmendz-modular-rag-mcp-server-iwj18t)

commit: 6c7142ed4787901305c20d865307ff4d4ec4fd1a

code hash: 9568df898c376fde7ad3e886baa556ed46e027c8a55814426f2b442ddd240465

verified: 7/15/2026, 8:38:27 AM

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