Scholar MCP

Item: Scholar MCP
Rating: 43
Author: M8ven

A local MCP server that allows users to search Google Scholar for academic papers by topic, author, and year range without requiring API keys. It utilizes web scraping to provide paginated results for research and academic exploration through natural language.

→ ProPriyam/Scholar-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 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/propriyam-scholar-mcp-1fjhc3)](https://m8ven.ai/mcp/propriyam-scholar-mcp-1fjhc3)

commit: c7bc58a730c44ddc6446690ca039b9d7f32d455a

code hash: 52406217f3bcf84611354796e3d114e4af268caf366253a9697888d47c981974

verified: 6/12/2026, 11:39:03 AM

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