science-ai-mcp-server

Academic peer-review (HAKEM), research-gap finding, journal recommender (1,214 venues with predatory flags), duplicate publication checker, and article writer tools from Science AI Journal. Free local FTS5 tools + LLM-backed tools that bill the caller's account.

→ SelfPy/science-ai-mcp-server · 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: SCIENCE_AI_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.

🔐 secretSCIENCE_AI_API_KEY— "": "saij_…paste your key…"

configSCIENCE_AI_BASE_URL

configSCIENCE_AI_REQUEST_TIMEOUT_MS

// 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 5 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

[![M8ven Score](https://m8ven.ai/badge/mcp/selfpy-science-ai-mcp-server-whxdad)](https://m8ven.ai/mcp/selfpy-science-ai-mcp-server-whxdad)

commit: 5a9426c9b2df8c8a1a1d6bc832e7dc9af99a9dc6

code hash: 12095d845a5577d429820fbf7272f4a8daf454a592d6c0c209d46a8c524d9400

verified: 6/10/2026, 11:32:41 AM

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