Agentic RAG MCP Server

Item: Agentic RAG MCP Server
Rating: 67
Author: M8ven

MCP server providing tools for entity extraction, query refinement, and relevance checking to build Agentic RAG applications.

→ Bhonandh/Agentic-RAG-with-MCP-Server-main · 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: MONGODB_PASSWORD, PINECONE_API_KEY, OPENAI_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.

configMONGODB_USERNAME

🔐 secretMONGODB_PASSWORD

configMONGODB_URI

🔐 secretPINECONE_API_KEY

configPINECONE_INDEX_NAME

configPINECONE_CLOUD

configPINECONE_REGION

🔐 secretOPENAI_API_KEY

configOPENAI_MODEL_NAME— "your-model-name-here"

// 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 6 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/bhonandh-agentic-rag-with-mcp-server-main-1vdjwp)](https://m8ven.ai/mcp/bhonandh-agentic-rag-with-mcp-server-main-1vdjwp)

commit: ef95281b76fa01c6282a45586475a7677b04871a

code hash: 68f4eefd92f22950d5308035402c00bb420010eadb2de7226e16fc559609e44d

verified: 7/27/2026, 10:22:20 AM

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