paper-search-mcp

Enables agents to search papers across Semantic Scholar and arXiv, read and extract text from arXiv PDFs, align records across sources, and produce structured literature-analysis digests.

→ xiaoxiaoxiaotao/paper-search-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.

🔐

You'll be asked for 1 credential: S2_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.

configPAPER_MCP_HTTP_TIMEOUT— HTTP timeout in seconds, default 30

configXDG_CACHE_HOME

🔐 secretS2_API_KEY— export =your_key_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 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/xiaoxiaoxiaotao-paper-search-mcp-1ncdh6)](https://m8ven.ai/mcp/xiaoxiaoxiaotao-paper-search-mcp-1ncdh6)

commit: d606e34bd8076c90287fe8f11f44adadc6afea77

code hash: 746264f476eb9e9638acef74d95e6658a87834c5cacdb88c73b1c40928b8f4a2

verified: 6/22/2026, 12:37:42 PM

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