AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment

A practical guide to AI security audit methodology for LLM agents and MCP servers, based on 24 CCS detection rules and real-world vulnerability findings across 13 providers and 33 models.