FIRERPA is an Android automation stack providing remote desktop control, UI automation, OCR/image matching, and shell execution across devices. It includes built-in MCP server integration enabling AI agents to call its tools for mobile automation tasks, with support for distributed deployment via Hub/FRP/OpenVPN. The framework targets Android 6.0 to 16 and includes reverse engineering utilities (Frida, IDA), security testing features, and script encryption for production workflows.