fairchem-mcp

An interactive MCP server for FAIRChem and ASE simulations that allows LLM agents to load a model once and steer relaxations, MD, NEB, phonons, and minima searches mid-flight, with live monitoring and code introspection.

→ jkitchin/fairchem-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.

// 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 7 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/jkitchin-fairchem-mcp-k00olr)](https://m8ven.ai/mcp/jkitchin-fairchem-mcp-k00olr)

commit: e8014918fea30f25e9441d5ff6c44b1e609c9b2b

code hash: 149bf108446907666c464323e9d57c86996e6b3559d48a262231b55b8572019a

verified: 6/18/2026, 11:22:17 AM

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