mcp-scholaris

Searches and retrieves academic papers from open access sources like arXiv, Semantic Scholar, and PubMed, with full text access via arXiv PDFs, PubMed Central, and Unpaywall.

→ penny4nonsense/mcp-scholaris · 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.

🔐

You'll be asked for 1 credential: SEMANTIC_SCHOLAR_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.

🔐 secretSEMANTIC_SCHOLAR_API_KEY— your_key_here

// 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/penny4nonsense-mcp-scholaris-zqakpe)](https://m8ven.ai/mcp/penny4nonsense-mcp-scholaris-zqakpe)

commit: 0a3e141c439602660eb15d76d885763547b809b3

code hash: b9e2bd1256494720f84b5370518a39e6528a40c291e069f9c3c573489ba1704b

verified: 6/27/2026, 8:55:26 AM

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