56
grade D
3 days ago
glama
Scientific Paper Harvester MCP Server
Provides real-time access to over 200 million scientific papers and full-text extraction from major academic sources including arXiv, OpenAlex, and PubMed Central. It enables users to search, fetch metadata, and analyze citations across multiple research disciplines through a unified Model Context Protocol interface.
Install from
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// key findings
⚠️
Known vulnerabilities in dependencies: 5 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 1 credential: CORE_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.🔐 secret
CORE_API_KEY— export ="your-api-key"config
LOG_LEVELconfig
VITEST_TIMEOUT// 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/benedict2310-scientific-papers-mcp-kqnbm8)commit: 646da8d8af653f6b833f3725bae4cafc38a9428e
code hash: d39a0b2bff394a7f4a0550c5273102bac17e9c0efbe7aa6a5ee9cee7b115e4e4
verified: 4/18/2026, 6:22:49 PM