google_scholar_mcp

Item: google_scholar_mcp
Rating: 68
Author: M8ven

MCP server for searching academic papers via Google Scholar, retrieving metadata and abstracts, with support for Chinese queries and auto-translation.

→ Byron993/google_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 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/byron993-google-scholar-mcp-15v00c)](https://m8ven.ai/mcp/byron993-google-scholar-mcp-15v00c)

commit: 163daced7a7396bffcc0a4928cda15cd6f628789

code hash: cf3e4f70d70aa8fe0de370e7eabd35133ac227866911547a9db013e675ff0357

verified: 7/19/2026, 8:50:48 AM

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