mobileClaw: Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill routing, mini apps

by eggbrid2 · Agent Tool · ★ 410

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install mobileClaw

git clone https://github.com/eggbrid2/mobileClaw.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 59/100

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.

accessibility-serviceaiai-agentai-group-chatandroidandroid-automationautomationjetpack-composekotlinllm-agent

Quick Facts

Stars410
Forks20
LanguageKotlin
CategoryAgent Tool
Quality Score59/100
Open Issues4
Last Updated2026-07-11
Created2026-04-29
Est. Tokens~20k

About mobileClaw

MobileClaw An open Android AI agent runtime that can see the screen, control apps, build tools, remember context, and route its own skills. MobileClaw is an experimental Android app for running LLM agents on a real phone. It sits at the intersection of Android automation, mobile AI agents, accessibility-based phone control, on-device Python tools, multi-agent workflows, and VPN/proxy operations.

Compatible Skills

These tools work well together with mobileClaw for enhanced workflows:

  • GalwayBus — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop (59%)
  • compose-ai-tools — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop (58%)
  • OpenGUI — semantic(0.35)+complementary+rare_topics+same_lang+similar_pop (57%)
  • adbfriend — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop (55%)
  • Kai — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop (54%)

mobileClaw alternative? Top 6 similar tools

Looking for a mobileClaw alternative? If you're comparing mobileClaw 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.

  • OpenGUI by Core-Mate · ⭐ 1.8k

    OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate real mobile apps th

  • compose-skill by aldefy · ⭐ 561

    Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. W

  • SeekerClaw by sepivip · ⭐ 318

    Turn your Solana Seeker (or any Android phone) into a 24/7 personal AI agent

  • android-agent by ghost-in-the-droid · ⭐ 308

    Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over WebDriverAgent, 62 M

  • Deepseek-Harness-Local-Android by Soodok · ⭐ 306

    Run the DeepSeek Harness AI agent natively on Android — no root, no Termux, extension center included | 手机本地运行

  • multi-agent-shogun by yohey-w · ⭐ 1.4k

    Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmux with shogun → karo

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How this security grade is produced

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:

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