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Modular RAG MCP Server

A modular RAG (Retrieval-Augmented Generation) service framework with pluggable architecture and full observability, enabling AI assistants to perform document Q\&A, semantic search, and knowledge base construction through the Model Context Protocol.

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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/virtualcoder0-rag-mcp-server-8h0y4g)](https://m8ven.ai/mcp/virtualcoder0-rag-mcp-server-8h0y4g)
commit: 8c4006127073eb0970b9c33d133bad7bc53dd972
code hash: 331782b5d00f5e025b2cf3eb481b3a40e563a7d20ed3af61450f7dbc75b6e0a8
verified: 6/11/2026, 11:00:06 AM
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