mobile-next/mobile-mcp
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #148 of 2,794 repositories GStars tracks this week (top 5%).
5 releases in the last 90 days, the latest 4 days ago, with 33 contributors on GitHub.
Peaked at #11 in the weekly ranking the week of Sep 27, its best in the past year.
Use Cases & Benefits
- Implements a Model Context Protocol server to enable scalable mobile automation and scraping across iOS, Android, simulators, emulators, and real devices.
- Provides a unified, platform-agnostic API that requires no iOS or Android expertise, supporting native accessibility-driven automation and fallback to coordinate-based interactions.
- Use for automating multi-step user journeys and scripted flows on mobile apps without manual device control or platform-specific tooling.
- Use for integrating AI agents or LLMs to interact with mobile applications for testing, data entry, or data extraction on real or virtual devices.
- Use for managing and controlling mobile devices remotely in CI/CD pipelines or cloud environments with full device and app lifecycle operations.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
This is a Model Context Protocol (MCP) server that enables scalable mobile automation, development through a platform-agnostic interface, eliminating the need for distinct iOS or Android knowledge. You can run it on emulators, simulators, and real devices (iOS and Android). This server allows Agents and LLMs to interact with native iOS/Android applications and devices through structured accessibility snapshots or coordinate-based taps based on screenshots.
Works with Claude Code, Codex, Gemini, GitHub Copilot, Antigravity — or any MCP-compatible client.
Run it against devices on your own machine, or against real iOS and Android devices in the cloud with Mobile Next Cloud — same tools, no local setup.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+3,664 stars over 54 days across 25 snapshot days; best day +565 on Sep 27.
Forks
881+342
Open issues
63+2
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| morluto/rea | 366.3K | +106.3K | 60 | 4 days ago |
| stablyai/orca | 102.8K | +9.4K | 60 | 1 day ago |
| DietrichGebert/ponytail | 173.5K | +9.2K | 75 | 6 days ago |
| Leonxlnx/taste-skill | 101.1K | +4.0K | 75 | 2 days ago |
| ruvnet/ruflo | 78.5K | +3.7K | 40 | today |
| mobile-next/mobile-mcp | 9.9K | +0 | 75 | 4 days ago |
| Category median | 102.8K | +9.2K | 60 | — |
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