Agentic RAG MCP Server

Item: Agentic RAG MCP Server
Rating: 45
Author: M8ven

A local Retrieval-Augmented Generation system that enables AI agents to query and retrieve information from document collections using ChromaDB vector search and Ollama LLMs through a FastAPI interface.

→ EimanTahir027/MCP-powered-Agentic-RAG · 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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// 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 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/eimantahir027-mcp-powered-agentic-rag-kyucbx)](https://m8ven.ai/mcp/eimantahir027-mcp-powered-agentic-rag-kyucbx)

commit: 164763f2fb3fb5b9f38c0a791546db3a5e008c0b

code hash: 4a8bd269fc826359397cd530c6d9b630afc5b5d2d9a6c9288cbcb0557a66a225

verified: 6/10/2026, 11:22:25 AM

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