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artemis — Natural-language Android automation agent that drives real devices via ADB, captures Logcat and screenshots, and exposes an MCP server for AI IDEs and CI test pipelines. | Kitploit
Strumenti/GitHubGitHub/google/artemis
Android SecurityGeneral Purpose UtilitiesDynamic Analysis (Sandboxing)Mobile App PentestingScripting & AutomationMobile SecurityUtilities & FrameworksAI Security
GitHubgoogle/artemis

artemis

Natural-language Android automation agent that drives real devices via ADB, captures Logcat and screenshots, and exposes an MCP server for AI IDEs and CI test pipelines.

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ARTEMIS Banner

Let AI assistants and test suites use real phones like a human.

English • 中文文档 • Workflow Showcase • Quick Start • MCP for IDEs • Benchmarks • Discord Community

Python 3.12+ License: Apache-2.0 MCP Native Multi-Model AndroidWorld SOTA

Artemis in Action
Live Demo: Setup driving routes and calculate total durations in Google Maps, then open YouTube to play a Coldplay song.

Key Highlights

  • Cross-App Automation: Executes testing workflows and everyday tasks on Android from natural language instructions.
  • Multimodal Targeting: Uses element indices when available, with coordinate and visual locating fallbacks for custom interfaces.
  • IDE Diagnostics: Model Context Protocol (MCP) integration lets Antigravity, Claude Code, and Windsurf drive test devices and collect Logcat output and screenshots.
  • Flash Execution: A reactive observe-and-act loop with asynchronous history summaries, typically 3–5s per step.
  • Pro Exploration: Checks targets before individual actions and returns blocked actions to the Operator for recovery. Supports long-running exploratory and stability tests.
  • AndroidWorld Results: 99%+ task completion on Google Research's AndroidWorld benchmark (100+ multi-step tasks).

Antigravity × ARTEMIS: Autonomous Testing Workflow

Antigravity uses ARTEMIS through MCP to turn a test request into a plan, device execution, and a diagnostic report:

1. Prompt Input (Task Dispatch)
Describe your test scenario and target metrics in Antigravity

Step 1: Prompt Input in Antigravity 		2. Test Plan Generation
Formulates a step-by-step test plan & architecture for review

Step 2: Test Plan Generation
3. Autonomous Test Execution
Drives real device, navigates UI, and profiles performance

Step 3: Autonomous Test Execution 		4. Final Report
Delivers structured audit findings, metric tables, and raw datasets

Step 4: Final Report

Quick Start

Ensure an Android device (with USB Debugging enabled) or emulator is connected. The one-click startup script will automatically:

  • Install System Toolchains: Detect and auto-install ADB, scrcpy, FFmpeg, and Python (uv) dependencies.
  • Mount Global MCP Server & AI Agent Rules: Prompt to automatically install global MCP configurations and the Artemis Mobile Testing Mindset (rules.md) into your AI IDEs (Antigravity, Cursor, Claude Code, Codex, Windsurf, VS Code, Cline/Roo, OpenClaw).

macOS and Linux

# 1. Clone repo & navigate to directory
git clone https://github.com/google/artemis.git && cd artemis

# 2. One-click launch
./start.sh

Windows PowerShell

# 1. Clone repo & navigate to directory
git clone https://github.com/google/artemis.git
cd artemis

# 2. One-click launch
.\start.bat

PowerShell does not search the current directory for executable scripts by default, so use .\start.bat without a trailing \. In Command Prompt (CMD), use start.bat instead.

Tip: Opens http://localhost:8000 in your default browser with a device connection wizard, live screen mirroring, prompt sandbox, and execution replays. You can also run directly from CLI: uv run artemis run "Open Settings, find Battery and tell me current level" --profile flash.

MCP Setup for Codex / Antigravity / Claude Code / Windsurf (Click to expand)

ARTEMIS includes a native Model Context Protocol (MCP) server. Connect your real phone directly into AI IDEs:

1. One-Click Auto Install (Recommended)

Running ./start.sh (macOS/Linux) or .\start.bat (Windows PowerShell) will prompt you to configure global MCP and testing rules for detected IDEs (or you can install/update anytime later manually using the commands below):

# Auto-install MCP server & global rules for Antigravity / Jetski:
uv run artemis mcp --install antigravity

# Or install for all supported AI IDEs (including Codex):
uv run artemis mcp --install all

Tip: You can also configure MCP interactively during first-time setup via uv run artemis init. Pro Tip: If you want to use the artemis command globally without uv run in any directory, run uv tool install -e . once in the project root.

2. Manual Configuration (Optional)

If you prefer to configure manually, run uv run artemis mcp --generate-config <client> (for example, codex or antigravity) to output the appropriate TOML or JSON snippet. Replace /path/to/artemis with your actual repo path and point command to your .venv Python executable:

  • Codex (~/.codex/config.toml):
[mcp_servers.artemis]
command = "/path/to/artemis/.venv/bin/python"
args = ["-m", "mcp_server"]
cwd = "/path/to/artemis"
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