73
/ 100
1 month ago
glama
tuiml
TuiML is an agent-native ML runtime that lets you install, connect to your AI agent, and run real ML workflows—classification, regression, clustering, experiments—from one structured interface.
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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.config
TUIML_MCP_TRACEconfig
TUIML_PLOT_DIR// 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
[](https://m8ven.ai/mcp/tuiml-tuiml-19b23e)commit: 75c7f4149fbe8e27b45e0826f4869bf3bc9e1bb3
code hash: 2d3de3f778f7ac09a8335a3f42dcba4ca8d563648643287a2bfcf9c22abf7251
verified: 6/22/2026, 1:19:44 PM