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glama

academic-stats-advisor

An MCP server that enables AI assistants to call statistician's decision logic for recommending statistical tests, checking assumptions, interpreting results, and planning sample sizes.

→ ganlin770/academic-stats-mcp· 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.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configMCP_HTTP— 1 uv run server.py # HTTP (remote endpoint at http://localhost:8000/mcp)
configHOST
configPORT
configPUBLIC_HOST— Any Python host: python server.py --http, and set =<your-domain> so the Host check allows it (without it, DNS-rebinding protection is off so it still works behind any proxy).
// 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/ganlin770-academic-stats-mcp-zqvn66)](https://m8ven.ai/mcp/ganlin770-academic-stats-mcp-zqvn66)
commit: 38815e2a2dc661b3f8b5ece7ac0e51b0153c5e2f
code hash: 42fe3195591811709fe77f23ac7c8ca29b7b1a21129e2f9cf83ffacbaae69b91
verified: 7/9/2026, 10:04:33 AM
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