paper-extraction-MCP

Enables structured information extraction from academic PDFs using LLMs, integrating with Claude Desktop for natural language querying and batch processing.

→ tylo-git/paper-extraction-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.

🔐

You'll be asked for 1 credential: 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.

🔐 secretOPENAI_API_KEY

// 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 3 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/tylo-git-paper-extraction-mcp-134e0r)](https://m8ven.ai/mcp/tylo-git-paper-extraction-mcp-134e0r)

commit: 52426a159f58c199cf6996d2a6c073b24f4861a1

code hash: 78a844be5f8c1176405f81e0afc5b28308f0cf94d6be14da3b6f245249e30621

verified: 6/21/2026, 10:45:47 AM

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