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via GitHub · Posted Jul 12, 2026 · 1 min read

Auto Mobile

kaeawc/auto-mobile
MCP Server

Mobile automation suite of tools including an MCP and libraries for test authoring & execution

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TypeScript Apache-2.0 0.0.44 Updated 1 week ago

A comprehensive mobile automation suite that enables AI agents to control Android and iOS devices through natural language commands. It provides an MCP server paired with native Kotlin and Swift libraries for test authoring, UX exploration, bug reproduction, and performance profiling.

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README

AutoMobile

Pull Request On Merge Nightly License

Platform: macOS Platform: Linux

TypeScript tests: 8,098 Kotlin tests: 1,706 Swift tests: 803 Kotlin coverage Swift coverage

AutoMobile sticker

AutoMobile lets AI agents control your mobile devices using natural language. Tell an AI what you want to do, and it interacts with your Android or iOS app.

It can do all this by being an MCP server that uses standard platform tools like adb & simctl paired with additional Kotlin & Swift libraries and apps. All components are open source. The point is to provide mobile engineers with AI workflow tools to perform UX deep dives, reproduce bugs, and run automated tests.

Setting an alarm in the Clock app An AI agent navigating to the Clock app, creating a new alarm

Searching YouTube for a video An AI agent searching YouTube and browsing results

Explore and Test

Task What it does
Explore app UX Navigate your app, discover screens, map user flows, identify confusing interactions
Reproduce bugs Paste a bug report and get exact reproduction steps with screenshots
Create UI tests Describe test scenarios in plain English, get executable test plans
Measure startup time Profile cold and warm launch performance
Check scroll performance Detect jank and dropped frames
Audit contrast Find accessibility issues with color contrast
Check tap targets Ensure touch targets meet size guidelines

How it works

  • 🤖 Fast UX Inspection Kotlin Accessibility Service and Swift XCTestService to enable fast, accurate observations. 10x faster than the next fastest observation toolkit.
  • 🦾 Full Touch Injection Tap, Swipe, Pinch, Drag & Drop, Shake with automatic element targeting.
  • ♻️ Tool Feedback Observations drive the interaction loop for all tool calls.
  • 🧪 Test Execution Kotlin JUnitRunner & Swift XCTestRunner execute tests natively handling device pooling, multi-device tests, and automatically optimizing test timing.

Get Started

You can use our interactive installer to step through all host platform requirements and configuration options. It checks host dependencies, optionally downloads Android or iOS developer tools, and configured the MCP daemon.

curl -fsSL https://raw.githubusercontent.com/kaeawc/auto-mobile/refs/heads/main/scripts/install.sh | bash

or you can read and follow the step-by-step manual guide.

Documentation

Contributing

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