Multi-Document RAG

Item: Multi-Document RAG
Rating: 64
Author: M8ven

Enables document processing with OCR, vector embeddings, and semantic search capabilities for efficient retrieval-augmented generation across multiple file formats including PDF, DOCX, PPTX, Excel, CSV, and images.

→ anuragb7/mcp-rag · listed on pulsemcp

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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.

🔐

You'll be asked for 1 credential: MILVUS_PASSWORD

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.

configMILVUS_HOST

configMILVUS_PORT

configMILVUS_USER

🔐 secretMILVUS_PASSWORD

configMILVUS_DB_NAME

// 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 5 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/anuragb7-mcp-rag-1fj555)](https://m8ven.ai/mcp/anuragb7-mcp-rag-1fj555)

commit: f0d508a38195bdedb98e9aae22bd7e8e99ce5fac

code hash: 88089124a344dbe74724e2bdd365182b1bf64c26c3113073a8fd6b5611324599

verified: 7/24/2026, 8:52:40 AM

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