Agent Scanner GitHub: AI Agent Detection Across Repositories in 2026
What Is an Agent Scanner for GitHub AI Agent Detection? An agent scanner for GitHub AI agent detection is a security tool that scans repositories to identify, inventory, and assess the security posture of autonomous AI agents, their skills, MCP server configurations, and tool permissions. These scanners emerged rapidly in 2026 after the ClawHavoc campaign planted over 1,200 malicious skills into agent marketplaces, and the market has since grown to over 95 open-source tools on GitHub. They serve as the first line of defense for organizations adopting AI agents at scale, enabling teams to detect shadow AI, enforce compliance with regulations like the EU AI Act, and prevent supply-chain attacks on agent ecosystems. ...