<img src="https://github.com/user-attachments/assets/34f18118-1490-4f06-af08-f2efb0ecec79" alt="HoneyMCP logo" width="300" height="300" /> **Detect AI Agent Attacks Through Deception** HoneyMCP is a defensive security tool that adds deception capabilities to Model Context Protocol (MCP) servers. It injects "ghost tools" (fake security-sensitive tools) that act as honeypots, detecting two critical threat categories: