mobile-mcpMCP Server41/100 via “android-adb-device-automation”
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Unique: Wraps ADB command execution within a stateless Robot interface that handles device discovery, accessibility service integration, and gesture simulation without requiring agents to understand ADB protocol details. AndroidDeviceManager provides automatic device enumeration and resolution, eliminating manual device serial number management.
vs others: Simpler than Appium for basic Android automation (no server setup required, works with standard ADB) while providing accessibility tree extraction comparable to Espresso, making it ideal for LLM agents that need straightforward device control without framework overhead.