Hybrid RAG MCP Server

A modular Retrieval-Augmented Generation (RAG) framework that provides hybrid search and knowledge retrieval capabilities via the Model Context Protocol. It enables users to integrate document-based knowledge into LLM workflows with support for dense/sparse retrieval, reranking, and observability.

→ jiarongli517021911144/hybrid-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.

// 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/jiarongli517021911144-hybrid-rag-mcp-server-12io25)](https://m8ven.ai/mcp/jiarongli517021911144-hybrid-rag-mcp-server-12io25)

commit: 8cd0da2311fef77851aa988b738818c6359fdfe3

code hash: c3b86af2688cfff61aae99d7c00a0bbac01906ce98b62d06f7c5ad1f830d4b2c

verified: 4/11/2026, 2:35:08 PM

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