Give Your AI Agent Hands: Android Automation via MCP

Description and use

The app-automating MCP server lets AI agents control Android devices, perform UI interactions, and remember navigation paths, simplifying testing, scraping, and automation.

Problem

AI agents need hands‑on control over Android devices for testing, scraping, bug reproduction, exploration, and repetitive tasks, but existing tools lack device lifecycle management, screen interaction, and memory of navigation paths.

Outcome

The app-automating MCP server enables AI agents to fully control Android devices, perform UI interactions, and remember navigation paths, streamlining testing, scraping, bug reproduction, exploration, and repetitive automation tasks.

Workflow

• 1. Start the MCP server using FastMCP.
• 2. Use the android_ tools to create, boot, rename, stop, or delete AVDs and download system images.
• 3. Deploy the target app to the emulator or physical device.
• 4. Employ appium_ tools to tap, type, swipe, scroll, press keys, take screenshots, and read the view hierarchy.
• 5. Record interactions automatically with navigation_memory_ tools to build a navigation graph.
• 6. Replay recorded routes for bug reproduction or automated chores.
• 7. Iterate exploration to map unfamiliar apps and update the navigation memory.

Evidence

app-automating is an open-source MCP server that gives an AI agent real control over Android — emulators and physical devices alike.

Source

It does three things: Manages the AVD environment, Drives the screen, Remembers how it got there.

Source

28 tools, three modules: android_ (10) for the device lifecycle, appium_ (13) for the screen, navigation_memory_ (5) for the map.

Source