54
/ 100
1 month ago
glama
just-prs-mcp
MCP server for polygenic risk score analysis, wrapping just-prs to enable catalog search, PRS computation, VCF normalization, percentile and risk estimation, and quality assessment.
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// key findings
⚠️
Tool annotations don’t match behaviour
1 read-only tool performs write/delete/exec — compute_prs_by_trait (line 922: save_path.write_text(report.model_dump_json(indent=2)))
✅
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 3 credentials: GEMINI_API_KEY, GOOGLE_API_KEY, HF_TOKEN
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
GEMINI_API_KEY🔐 secret
GOOGLE_API_KEY🔐 secret
HF_TOKEN— PRS_MCP_HF_TOKEN HuggingFace token for push_catalog_to_hf (also honors )// 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 6 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/dna-seq-just-prs-mcp-1d6t8h)commit: a24eff61764ee70b424bc97e5fd6c7a632afe1d3
code hash: 5b9bd0a099d99a7cc26701b48f4d5c8b024730e5196ec7b6c6f049ba4f1c0db2
verified: 6/24/2026, 10:20:37 AM