[GitHub Trending] Unclecheng-li/VulnClaw
7.6 relevance
Score Breakdown
technical depth 8
novelty 8
actionability 8
community 6
strategic 5
personal 9
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AI Agent + MCP for penetration testing, strong match with agent orchestration.
Summary
VulnClaw is an open-source CLI tool that uses LLM agents and MCP toolchains to automate penetration testing from information gathering to report generation. Its core innovation replaces fixed-round workflows with a goal-driven solver engine that models penetration as a state-space search over Facts and Intents, preventing redundant loops. An evidence-level anti-hallucination gate validates claimed findings against actual tool outputs, enabling reliable operation even with weaker models.
Author
Unclecheng-li