PDF RAG MCP Server

A Model Context Protocol (MCP) server that provides powerful RAG (Retrieval-Augmented Generation) capabilities for PDF documents. This server uses ChromaDB for vector storage, sentence-transformers for embeddings, and semantic chunking for intelligent text segmentation.

→ abdellahiheiballa/pdf-rag · listed on glama

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// key findings

✅

5 tools verified — handlers match their declared behaviour

3 read-only tools verified — handlers contain no write/delete/exec

✅

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.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/abdellahiheiballa-pdf-rag-1mvhn0)](https://m8ven.ai/mcp/abdellahiheiballa-pdf-rag-1mvhn0)

commit: ca80ce35884999347dc8ec74202e903f24c98310

code hash: 7637f42ad110076c24082b23acece79acf2d9f0def55e8edaacd503155ef0325

verified: 6/21/2026, 10:44:07 AM

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