Modular RAG MCP Server

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

A modular RAG service framework that exposes tools like query_knowledge_hub, list_collections, and get_document_summary via MCP protocol, enabling AI assistants to perform retrieval-augmented generation.

→ lijunjie469/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 4 credentials: AZURE_OPENAI_API_KEY, OPENAI_API_KEY, DEEPSEEK_API_KEY, SILICONFLOW_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

🔐 secretSILICONFLOW_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/lijunjie469-modular-rag-mcp-server-13yg0b)](https://m8ven.ai/mcp/lijunjie469-modular-rag-mcp-server-13yg0b)

commit: 7261ae2dab2e2d60d4418f4407f8da48fd30ce19

code hash: 586c034fbaf95d06e38a99fe0ad45439ca18db7b276297c7a11ec0e03491b340

verified: 6/29/2026, 11:19:39 AM

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