TransBench

Item: TransBench
Rating: 69
Author: M8ven

TransBench is a translational research agent that takes free-text clinical observations, decomposes them into biological axes, generates falsifiable hypotheses grounded in PubMed evidence, and designs reproducible computational experiments with concrete datasets for Claude Science.

→ kayomarz97/TransBench · 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.

🔐

You'll be asked for 2 credentials: ANTHROPIC_API_KEY, PUBMED_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.

configMCP_HTTP_HOST

configMCP_HTTP_PORT

🔐 secretANTHROPIC_API_KEY— yes (for live runs) BYOK key for the engine's own Anthropic calls. Claude Science never sees it. Not needed for golden mode.

configMCP_TRANSPORT

🔐 secretPUBMED_API_KEY— no Raises NCBI/PubMed rate limits.

configTRANSBENCH_GOLDEN_BRIEF— Golden mode auto-selects. With unset, golden mode scans

configTRANSBENCH_MODE— Reproducible New answer every time =golden replays byte-identical, keyless

// 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/kayomarz97-transbench-1uzsd3)](https://m8ven.ai/mcp/kayomarz97-transbench-1uzsd3)

commit: 83b119b66f509a8dae0f3ce299934e69c11ac614

code hash: 4c56c2dafe1adeea6b23c847b22456ca8c6910db18b2c43ce4aaaf056585e888

verified: 7/9/2026, 10:09:52 AM

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