AppClaw: AI-powered mobile automation agent — describe what you want in plain English, AppClaw reads the screen

by AppiumTestDistribution · MCP Server · ★ 91

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

How to install AppClaw

npm install -g appclaw
git clone https://github.com/AppiumTestDistribution/appclaw.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 69/100

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.

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.

agentai-agentai-agentsandroidappiumappium-mcpcloudiosllmmcp

Quick Facts

Stars91
Forks17
LanguageTypeScript
CategoryMCP Server
LicenseApache-2.0
Quality Score69/100
Open Issues4
Last Updated2026-07-07
Created2026-03-23
Platformsmcp, node
Est. Tokens~17k

About AppClaw

AppClaw AI-powered mobile automation agent for Android and iOS. Tell it what to do in plain English — it figures out what to tap, type, and swipe. Prerequisites Node.js 18+ Device connected — USB, emulator, or simulator LLM API key from any supported provider (Anthropic, OpenAI, Google, Groq, or local Ollama) Installation From npm Create a file in your working directory: Local development Edit...

Compatible Skills

These tools work well together with AppClaw for enhanced workflows:

  • ClawMobile — semantic(0.32)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

AppClaw alternative? Top 6 similar tools

Looking for a AppClaw alternative? If you're comparing AppClaw with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • AppClaw by appclawhq · ⭐ 120

    AI-powered mobile automation agent — describe what you want in plain English, AppClaw reads the screen, reason

  • Droidline by KnifeLemon · ⭐ 448

    Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phone

  • mirroir-mcp by jfarcand · ⭐ 281

    Drive a real, stock iPhone (and any macOS app) from any MCP client via iPhone Mirroring — no Developer Mode, n

  • optics-framework by mozarkai · ⭐ 65

    Open-source test automation for Android, iOS, web, smart TV (Android TV, Tizen, webOS) and Bluetooth (BLE) dev

  • droidmind by hyperb1iss · ⭐ 434

    Control your Android devices with AI using Model Context Protocol

  • Context-Engine by Context-Engine-AI · ⭐ 400

    Context-Engine MCP - Agentic Context Compression Suite

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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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