lamda
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
The lamda MCP server exposes FIRERPA's comprehensive Android device control platform to AI agents through the Model Context Protocol. It provides over 160 device-control tools—including UI automation, OCR, image matching, MITM packet capture, Frida-based hooking, and system operations—over streamable-http with tool calls, resource reads, prompts, and progress notifications. Compatible with Claude, Cursor, and other MCP clients, it enables AI-driven natural-language automation of Android devices, including vision-based tasks and scheduled operations. The MCP endpoint integrates with FIRERPA's full-stack device services: WebRTC remote desktop, virtual displays, multi-device networking, and built-in terminal, designed for multi-device clusters and production deployments.
Key Features
Use Cases
- 01AI-driven mobile app testing where agents autonomously navigate UIs, capture network traffic, and validate behavior across device clusters
- 02Natural-language automation of Android workflows (e.g., 'check WeChat messages and reply if urgent') using vision and scheduled tasks
- 03Security research combining UI automation, MITM packet capture, and Frida hooking in a single MCP-driven pipeline
- 04Multi-device orchestration for device farms and cloud phone pools with centralized MCP control and P2P connectivity
- 05Reverse engineering workflows where AI agents instrument apps, capture encrypted traffic, and extract data via Frida RPC
- 06Background task automation using virtual displays controlled by MCP tools while the main screen remains available for manual use
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lamda — FAQ
What is the lamda MCP server?+
The lamda MCP server is an MCP endpoint for FIRERPA, an all-in-one Android device control platform. It exposes over 160 device-control APIs—UI automation, OCR, packet capture, Frida hooking, system operations—to AI agents via the Model Context Protocol, enabling natural-language Android automation.
How do I install and connect the lamda MCP server?+
Deploy FIRERPA on an Android device (via one-click APP, Magisk module, or ROM integration), ensure the MCP endpoint is enabled (default path /mcp/), then configure your MCP client (Claude Desktop, Cursor) to connect to the device's IP and MCP port using streamable-http transport. Detailed INI service configuration and client setup instructions are in the documentation.
Which MCP clients work with lamda?+
The lamda MCP server is compatible with Claude Desktop, Cursor, and other MCP clients that support streamable-http transport, tool calls, resource reads, and prompts. It also works with OpenAI-compatible APIs via the built-in 'agent' command for vision and task execution.
What are the prerequisites for using lamda?+
You need an Android device (6.0+, real device, emulator, cloud phone, WSA, etc.), either root or Shizuku for full deployment, and network access to the device. Optional features like MITM require root CA installation; Frida features work without additional setup. No separate frida-server, mitmproxy, or ADB runtime is needed.
Is the lamda MCP server free?+
The README does not explicitly state licensing or pricing. It mentions offline licensing support and a six-year development history, but refers to documentation and contact channels (Telegram, QQ) for details—check the repository and official docs for current licensing terms.
Can I use lamda for multi-device automation?+
Yes, lamda is designed for multi-device clusters with StarLink Hub for centralized P2P access, frp forwarding, OpenVPN mesh, and a built-in distributed task system. MCP tool calls can target devices in a fleet, and the client/server architecture supports centralized scheduling and versioning.
How do I install lamda?+
Open the source repository on GitHub and follow its README. lamda is a mcp server — MCP Agents Market links you directly to the official repo.
Is lamda free?+
lamda is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.