X-PLUG/MobileAgent
Mobile-Agent: The Powerful GUI Agent Family
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 #37 among AI Agents repositories tracked this week, and #37 over the last 30 days; #247 of 3,103 repositories GStars tracks this week (top 8%).
The project lists 25 contributors on GitHub.
Peaked at #36 in the weekly ranking the week of Mar 1, its best in the past year.
Use Cases & Benefits
- Provides a multi-modal, cross-platform GUI agent framework for automating mobile and PC device operations using advanced large language models.
- Integrates perception, reasoning, planning, and action execution in a unified policy network enabling robust, dynamic, and stable GUI automation.
- Use for automating complex multi-step tasks on mobile devices with dynamic task decomposition and progress management.
- Use for developing intelligent agents that handle GUI interactions with exception handling and reflection for pop-ups and advertisements.
- Use for building multi-agent systems that collaborate to perform multimodal PC operations and cross-application workflows.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
Learn about Mobile-Agent-v3.
Create a new blank PPT, and then insert a piece of text in the form of Word Art into the first slide, with the content being "Alibaba".
Please help me search for flights from Beijing to Paris on Skyscanner departing on September 18th and returning on September 21st.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
931+33
Open issues
196+4
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 | 378.8K | +88.2K | 75 | 6 days ago |
| DietrichGebert/ponytail | 175.5K | +9.9K | 75 | 8 days ago |
| stablyai/orca | 105.0K | +9.5K | 75 | today |
| affaan-m/ECC | 288.1K | +6.4K | 75 | 23 days ago |
| Leonxlnx/taste-skill | 101.6K | +3.8K | 75 | 3 days ago |
| X-PLUG/MobileAgent | 9.3K | +0 | 20 | — |
| Category median | 175.5K | +9.5K | 75 | — |
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