mobile-next/mobile-mcp
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices) observed · 2026-08-28
Health v2 · maintenance only
86/100
- Activity 99
- Release rhythm 96
- Longevity 37
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 5
- age_days: 523
- days_rel: 24
- days_push: 7
- n_releases_24m: 52
Adoption not part of the score
6033 stars · 515 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
An open-source Model Context Protocol (MCP) server that lets AI agents and LLMs control iOS and Android devices—emulators, simulators, and real hardware—through accessibility snapshots and screenshot-based interactions. It is part of the Mobile Next ecosystem alongside a CLI, a Playwright-style framework, and a paid cloud device farm.
Use cases
- automate native iOS and Android app testing with an AI agent
- let Claude or Cursor tap and swipe on a real phone via MCP
- extract data from mobile apps without manual device control
- run multi-step user journeys on simulators and emulators driven by an LLM
- script form filling and data entry on mobile devices
- give coding agents device access to verify app changes with screenshots
When to choose
- you want an MCP-compatible agent to drive local iOS/Android devices without platform-specific glue
- you need accessibility-tree-based automation that avoids vision-model token costs
- you want one interface across emulators, simulators, and real devices
- you are building agent workflows that include mobile app interaction or scraping
When to avoid
- you need a traditional scripted test framework without an LLM agent (consider Appium or the companion Mobilewright)
- you only target web browsers rather than native mobile apps
- you require guaranteed SLA support from the open-source project alone
- your environment cannot run Node.js or connect to physical/virtual devices
Facets
service · maturity active
mcp agent-framework testing workflow-automation web-scraping mobile-development testing developer-tools cli cross-platform mcp-server mobile-automation device-farm llm-agents appium-alternative accessibility-tree simulator emulator real-devices ai-agents automation android ios nodejs
4 sources
- readme: https://github.com/mobile-next/mobile-mcp · fetched 2026-08-28 · 9e06eec03419
- homepage: https://mobilenext.ai · fetched 2026-08-29 · e6c20fe03432
- site_page: https://mobilenext.ai/docs · fetched 2026-08-29 · 9418cef2cf29
- site_page: https://mobilenext.ai/pricing · fetched 2026-08-29 · 85acd4655f92
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| mobile-next/mobile-mcp | main | 86 |
For agents
markdown · JSON · MCP: product_card(name="mobile-next/mobile-mcp")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem