Scholarly (arXiv)

Integrates with arXiv to enable keyword-based searching and retrieval of academic articles for research assistance and literature reviews.

→ adityak74/mcp-scholarly· pypi: mcp-scholarly· 117K installs· 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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configSCHOLAR_MAX_RETRIES

// 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/mcp-scholarly-vhywuj)](https://m8ven.ai/mcp/mcp-scholarly-vhywuj)

commit: be1274e724cb628515bde62be6e6c30ffe6f9ed7

code hash: 52bb2d992f57a0935de617f2f3746b626b4c4824efae74a316d6781114011099

verified: 6/15/2026, 3:10:56 PM

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