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ClaudeWave

The most powerful Android RPA agent framework, next generation mobile automation.

MCP Servers7.8k stars1k forksPythonMITUpdated 2mo ago
Editor's note

FIRERPA (lamda) is an on-device Android automation framework that runs as a rooted background service on Android 6.0 through 16, including emulators and cloud phones. It exposes over 160 Python SDK APIs covering UI automation via UIAutomator2 selectors and gestures, OCR and image matching, app and process control, encrypted key-value storage, file I/O, shell execution, and scheduling. For security research workflows, it bundles persistent Frida instrumentation, IDA remote debugging, binary patching, and MITM proxy utilities. The framework connects to Claude through a built-in MCP server, allowing Claude to invoke its tool-calling surface to drive Android devices directly. Remote desktop functionality streams MJPEG or H.264 video over WebSocket with touch input and UI inspection. Distributed deployments are supported via Hub, FRP, and OpenVPN. The primary beneficiaries are mobile automation engineers, security researchers conducting dynamic analysis or reverse engineering, and developers building AI-driven Android agents.

ClaudeWave Trust Score
100/100
Verified
Passed
  • Open-source license (MIT)
  • Recently active
  • Healthy fork ratio
  • Clear description
  • Topics declared
  • Mature repo (>1y old)
Last scanned: 6/11/2026
Install in Claude Code / Claude Desktop
Method: UVX (Python) · lamda
Claude Code CLI
claude mcp add lamda -- uvx lamda
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "lamda": {
      "command": "uvx",
      "args": ["lamda"]
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
💡 Package name inferred from the repository name. Verify it exists on PyPI, or clone https://github.com/firerpa/lamda and follow its README.
Use cases

MCP Servers overview

# **FIRERPA Android** | AI-Powered Automation

<img src="image/logo.svg" alt="FIRERPA" width="200" align="right" />

<p>
<img src="https://img.shields.io/badge/python-3.6+-blue.svg?logo=python&labelColor=yellow" />
<img src="https://img.shields.io/badge/android-6.0+-blue.svg?logo=android&labelColor=white" />
<img src="https://img.shields.io/badge/root%20require-red.svg?logo=android&labelColor=black" />
<img src="https://img.shields.io/github/downloads/rev1si0n/lamda/total" />
<img src="https://img.shields.io/badge/Built--in%20MCP-000.svg?logo=anthropic&labelColor=black" />
</p>

<h6>An all-in-one next-gen Android automation framework blending robust on-device services with AI-ready agents and extensible tool-calling capabilities.</h6>

<p align="left"><a href="https://device-farm.com/docs/en/">Documentation</a> | <a href="https://device-farm.com/docs/zh/">使用文档</a> | <a href="https://t.me/lamda_dev">TELEGRAM</a> | <a href="https://device-farm.com/llms.txt">llms.txt</a> | <a href="https://device-farm.com/llms-full.txt">llms-full.txt</a></p>

<h3>Core Capabilities</h3>

FIRERPA is a lightweight, on-device Android automation stack with no external dependencies. It unifies low-latency remote desktop with 160+ APIs for device discovery/status/logs, system and app control, UI automation, OCR/image matching, file I/O, storage, scheduling, and shell execution, plus distributed deployment via Hub/FRP/OpenVPN. Built-in ADB/SSH/SCP, logging, API locking, certificates, script encryption, proxy/VPN/MITM utilities, and reverse tooling (Frida persistence/export/report, IDA debugging, binary patching) round out production workflows, alongside MCP/Agent tool-calls and extensions.

<p align="center">
<img src="https://raw.githubusercontent.com/wiki/firerpa/lamda/images/banner.gif" alt="MCP" width="100%">
</p>

<h3>Deployment & Stability</h3>

FIRERPA delivers stable automation across Android 6.0 to 16, including emulators and cloud phones. Built to run non-intrusively, it requires no complex configuration and supports rooted, long-running services with clean install/upgrade/uninstall flows and repeatable lifecycle control.
<h3>160+ APIs & Python SDK</h3>

FIRERPA offers extensive APIs covering system config, app/process control, UI selectors/gestures, file I/O, encrypted key-value storage, OCR, and image matching. The Python SDK mirrors the full surface and provides higher-level helpers to build reliable automation quickly.

<p align="center">
<img src="image/inspect.png" alt="demo" width="100%">
</p>

<h3>Remote Desktop & Diagnostics</h3>

Monitor and control devices visually with minimal setup. Includes file upload/download, WebSocket video (MJPEG/H.264), touch streaming, UI inspection, and event monitoring for validation and real-time diagnostics.

<p align="center">
<img src="image/demo.gif" alt="demo" width="100%">
</p>

---

Our project is not entirely open source to prevent increased countermeasure costs. We remain committed to keeping it free for the community. We guarantee no malicious code; you are welcome to reverse-engineer and analyze its security. See our [Privacy Policy](https://device-farm.com/privacy) or [Contact Us](https://device-farm.com/contact) for enterprise support.
adbagentsaiandroidappiumautomationdynamic-analysisfridamagiskmcpmcp-servermobile-securitypentestingremote-controlreverse-engineeringsecurityuiautomationuiautomator2workflowxposed

What people ask about lamda

What is firerpa/lamda?

+

firerpa/lamda is mcp servers for the Claude AI ecosystem. The most powerful Android RPA agent framework, next generation mobile automation. It has 7.8k GitHub stars and was last updated 2mo ago.

How do I install lamda?

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You can install lamda by cloning the repository (https://github.com/firerpa/lamda) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is firerpa/lamda safe to use?

+

Our security agent has analyzed firerpa/lamda and assigned a Trust Score of 100/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains firerpa/lamda?

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firerpa/lamda is maintained by firerpa. The last recorded GitHub activity is from 2mo ago, with 42 open issues.

Are there alternatives to lamda?

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Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

Deploy lamda to your cloud

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