mobile-mcp
An MCP server that lets AI agents automate and scrape mobile apps on iOS and Android, across simulators, emulators and real devices.
Pick a small issue you can reproduce, then fix it with your AI coding agent.
Share on XLicense: Apache-2.0
Overview
mobile-mcp is a Model Context Protocol server that lets AI agents and LLMs operate native iOS and Android apps through one interface. It runs against simulators, emulators and real devices. It drives apps mainly through accessibility snapshots and falls back to screenshots and coordinate taps when needed. It works with MCP clients such as Claude Code, Codex, Gemini and GitHub Copilot.
Key features
- Same tools across iOS and Android, simulators, emulators and real devices
- Accessibility-tree first, with screenshot and coordinate fallback
- Taps, swipes, gestures, and app install and launch
- No XCUITest or Espresso knowledge needed
- Works with any MCP-compatible client
Best for
Developers who want an LLM agent to test apps, fill forms or run multi-step mobile flows. A separate cloud service is also offered for running on remote real devices.
- Upstream
- mobile-next/mobile-mcp
- Fork on GitHub
- Guo-astro/mobile-mcp
- Upstream stars
- 10k
- Category
- AI agents and LLM tools
- Language
- TypeScript
- License
- Apache-2.0
- Forked
- 2026-09-28
- Sync status
- In syncLast synced 2026-11-09
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