PDF Inline Image RAG MCP

Item: PDF Inline Image RAG MCP
Rating: 71
Author: M8ven

Builds searchable SQLite databases from PDFs, preserving inline image locations for AI agents to discover and caption visual content. Supports full-text search over text, image placeholders, and saved captions.

→ Joncallim/pdf-inline-image-rag-mcp · 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 4 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/joncallim-pdf-inline-image-rag-mcp-1pshk2)](https://m8ven.ai/mcp/joncallim-pdf-inline-image-rag-mcp-1pshk2)

commit: 3d2d22a69a49e1c595d6a22ed909b8f28f2833e2

code hash: d2aada9313079c6e851995a10d859beb2896dbfffb28634624ae21d146850453

verified: 6/26/2026, 9:38:02 AM

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