by MadeAgents · Agent Tool · ★ 178
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pip install mobile-use
git clone https://github.com/MadeAgents/mobile-use.gitTaken from the project's README on GitHub. Check the security audit before running it.
None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.
| Stars | 178 |
| Forks | 12 |
| Language | Python |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 67/100 |
| Open Issues | 11 |
| Last Updated | 2026-07-10 |
| Created | 2025-02-27 |
| Platforms | python |
| Est. Tokens | ~16k |
MobileUse: Open-Source GUI Agent for Android Automation📱 MobileUse is an open-source mobile GUI agent that controls real Android devices through ADB. It uses multimodal LLMs/VLMs, hierarchical reflection, proactive exploration, and a multi-agent framework to complete long-horizon mobile tasks across real apps.
These tools work well together with mobile-use for enhanced workflows:
Looking for a mobile-use alternative? If you're comparing mobile-use with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill routing, mini apps,
RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios
Run the DeepSeek Harness AI agent natively on Android — no root, no Termux, extension center included | 手机本地运行
Official codebase for Spotter: Let the Embodied Model Lead, and the VLM Reflect for It
An agent-first mobile runtime built on OpenClaw: control apps, learn reusable skills, and connect phones.
GUI / Computer-Use / Browser Agent 安全论文清单 —— 按攻防轴组织，每篇附中文简介
Explore other popular agent tool tools:
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: