43
grade D
12 days ago
glama
ResearchTwin
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.
Install from
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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
[](https://m8ven.ai/mcp/martinfrasch-researchtwin-tczfkk)commit: 249733d2c1d2835fdfbcd6d5b3e8c072ee345f1d
code hash: 460879575fc75abd10f64285aabdbb71661fc5b55f27b1253be4b075e5f2fe5b
verified: 4/11/2026, 2:41:04 PM