43
grade D
12 days ago
glama

CI-1T Prediction Stability Engine

Prediction stability engine for AI agents. Evaluate model stability, detect ghosts, probe any LLM for instability, monitor fleet drift. 20 tools + 1 resource. Works with Claude, Cursor, VS Code.

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// key findings
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
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 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
[![M8ven Score](https://m8ven.ai/badge/mcp/collapseindex-ci-1t-mcp-1k9v07)](https://m8ven.ai/mcp/collapseindex-ci-1t-mcp-1k9v07)
commit: 19825c337b7c2c0c299ef5a68f42c475d23816a6
code hash: 8fa690456ff0781625f6485bcc83bd2ed6c89a043b9185ca53cc685d3708d2a3
verified: 4/11/2026, 2:57:05 PM
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