74
grade C
2 days ago
glama
Scholar Feed MCP Server
Enables searching and analyzing over 560,000 CS/AI/ML research papers with LLM-powered novelty scoring and summaries. Supports literature reviews, trend monitoring, benchmark tracking, and deep research sessions through 23 specialized tools.
Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
// 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.
🔐
You'll be asked for 1 credential: SF_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
SF_API_BASE_URL— No Production URL Override API base URL🔐 secret
SF_API_KEY— claude mcp add scholar-feed -e =sf_your_key_here -- npx -y scholar-feed-mcp// 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 4 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/ygao2005-scholar-feed-mcp-zo5guh)commit: 20667c45582a2dac9e01a134753b261d2721bd09
code hash: e9acb1a28a8a15dd7789c0772bddc012888c5ebad0dee03ab586560d43f29137
verified: 4/18/2026, 6:16:35 PM