Show HN: Deterministic security scanner for Model Context Protocol

Category: security

Tags: ai-agents, security, testing, mcp, regression-testing

Score: 7.0/10 (Innovation: 8, Technical: 7, Documentation: 7, Utility: 6)

LIFE FORGE is a deterministic security scanner and behavioral regression testing framework for AI agents using Model Context Protocol (MCP). It builds a simulated digital twin of an agent's tools, uses a MAP-Elites quality-diversity search to find failure scenarios (e.g., unauthorized financial transactions, data leaks), and converts findings into replayable regression tests for CI. The project stands out for judging side effects rather than text and for its native MCP integration.

Target audience: AI engineers, security engineers, DevOps

Repository: https://github.com/zariffromlatif/life-forge · Python · MIT · 5 stars

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