Let Claude Code or Cursor drive an Android simulator and verify the screen you just changed in git diff
Have an AI explore the app on its own and produce a crash and bug list
Shrink a 12 step crash reproduction down to the minimal failing sequence
Compare actual app behavior to a product requirements document via Smart QA
Needs Node 20 plus npm 10, Android SDK platform tools for adb, and Xcode command line tools for the iOS simulator before any setup command will succeed.
This project is a testing tool for mobile apps that is driven by AI assistants. It lets an MCP aware AI coding client such as Claude Code, Cursor, Claude Desktop, Codex CLI, or opencode take control of an Android or iOS simulator or a real device and run tests for you. The README is in Chinese, and the project ships with TypeScript code plus documentation files like PLAN.md, PROGRESS.md, and several setup guides under docs. The tool works in four named modes. DevTest reads the output of git diff, guesses which screen of the app you just changed, runs through it, and reports whether the change still works. QA explores the app on its own, uses a state graph to avoid loops, catches crashes, and produces a bug list. Minimize takes a long crash reproduction, say twelve steps, and uses delta debugging to shrink it to a shorter sequence such as three. Smart QA reads a product requirements document, infers business flows from the source code, then runs the app and compares actual behavior to what the requirements say. Inside the repository there are five custom MCP servers (log, report, ui, analyzer, code-analyzer) and four Skill files (devtest, qa, minimize, smart-qa). It also relies on the upstream mobile-mcp package for the actual device control layer. To use the project, the README suggests pasting a one line instruction into your AI client and letting the AI handle the install, or running npm install, npm run build, and npm run prewarm yourself. After that you pick a setup command per client, for example npm run setup for Claude Code, or the same with a flag like --client cursor or --client codex. The README also documents npm run sessions, which starts a local web page on port 7321 for browsing past test sessions, screenshots, and reports. System requirements are Node.js 20 or newer, npm 10 or newer, Android SDK Platform Tools for adb on Android, and the Xcode command line tools for iOS Simulator. The license is MIT, and the README credits the linux.do community and the mobile-mcp project.
Generated 2026-05-22 · Model: sonnet-4-6 · Verify against the repo before relying on details.