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

by appclawhq · MCP Server · ★ 120

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

How to install AppClaw

npm install -g @appclaw/cli
git clone https://github.com/appclawhq/AppClaw.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 53/100

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

Stars120
Forks23
LanguageTypeScript
CategoryMCP Server
LicenseApache-2.0
Quality Score53/100
Open Issues5
Last Updated2026-09-03
Created2026-03-23
Platformsmcp, node
Est. Tokens~13k

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. 📖 Full guide, setup, and docs → appclaw.in Quickstart You'll need Node.js 22+, a connected device / emulator / simulator, and an LLM API key (Anthropic, OpenAI, Google, Groq, or local Ollama).

Compatible Skills

These tools work well together with AppClaw for enhanced workflows:

  • AppClaw — semantic(1.00)+rare_topics+same_lang+similar_pop+shared_platform (75%)
  • ClawMobile — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)

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 AppiumTestDistribution · ⭐ 91

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

  • Deepseek-Harness-Local-Android by Soodok · ⭐ 493

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

  • compose-skill by aldefy · ⭐ 599

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

  • n8n-claw by freddy-schuetz · ⭐ 550

    OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templ

  • agnix by agent-sh · ⭐ 472

    The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plug

  • aser by AmeNetwork · ⭐ 469

    Aser is a lightweight, self-assembling AI Agent frame.

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular TypeScript Agent Tools

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:

View on GitHub → Browse MCP Server tools