ResearchTwin

Item: ResearchTwin
Rating: 43
Author: M8ven

For AI agents and humans: Discover researchers, publications, datasets, and code repositories across a federated network of researcher digital twins. Compute S-Index impact metrics combining citation data from Semantic Scholar and Google Scholar with code and dataset quality scores from GitHub and Figshare.

→ martinfrasch/researchtwin · 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/martinfrasch-researchtwin-tczfkk)](https://m8ven.ai/mcp/martinfrasch-researchtwin-tczfkk)

commit: 249733d2c1d2835fdfbcd6d5b3e8c072ee345f1d

code hash: 460879575fc75abd10f64285aabdbb71661fc5b55f27b1253be4b075e5f2fe5b

verified: 6/14/2026, 11:19:37 AM

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