41
grade D
13 days ago
pulsemcp
Academic Author Network
Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.
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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.
// 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 2 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
[](https://m8ven.ai/mcp/alperenkocyigit-authorprofilemcp-ku9ub4)commit: 3e09179b2b9f7ab04717e6af3916360a19e3007b
code hash: 9f87cf2bca0f767d1b5dfa596fc4a0744bdf8a232f492acde784d8671534119a
verified: 4/11/2026, 1:50:35 PM