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1 month ago
glama

colabfit-mcp

An MCP server for discovering ColabFit materials science datasets and training MACE interatomic potentials on local hardware, enabling AI assistants to search, download, train, and validate models.

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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.
// 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 1 concrete improvement 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/colabfit-colabfit-mcp-vl3fv6)](https://m8ven.ai/mcp/colabfit-colabfit-mcp-vl3fv6)
commit: 06ecad27e95e5464b7539d9612ff35369f568d11
code hash: bc2e00c93a86f888f3111f58e495aece0eddad9284f79013e7d231e60cf65420
verified: 6/13/2026, 10:01:51 AM
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