Lamda
LAMDA is a powerful Android reverse engineering and automation framework, aiming to simplify the security analysis and application testing process. It provides a programming interface to replace manual operations, supporting multiple functions such as remote control, network proxy, and UI automation.
0 points
12.7K

What is LAMDA?

LAMDA is an auxiliary framework for Android reverse engineering and automation, aiming to reduce the time cost of security analysis and application testing. It replaces a large number of manual operations through programming interfaces and provides comprehensive functions such as remote control, traffic analysis, and UI automation.

How to use LAMDA?

Simply install the server on a rooted Android device, and you can remotely control the device through a Python client or a web interface. It supports wireless connection without the need for a USB data cable.

Applicable scenarios

Suitable for scenarios such as application security testing, automated task execution, remote device management, and network traffic analysis. It is particularly suitable for environments that require batch management of multiple devices.

Main features

Remote control
Remotely operate the device interface through a browser, supporting file upload and download and terminal access.
Man-in-the-middle analysis
Set the system proxy and install the root certificate with one click to easily capture and analyze application traffic.
UI automation
Provide APIs similar to uiautomator2 to implement automated operations, supporting element positioning and operation.
Frida integration
Built-in Frida service, supporting dynamic analysis and Java interface exposure.
Advantages
Zero dependencies, only requires root permission to run
Supports distributed management of multiple devices
Provides comprehensive automation interfaces
Built-in multiple practical tools (Frida/IDA, etc.)
Limitations
Requires root permission
Some functions may be restricted on Android 13+
Poor compatibility with some domestic ROMs

How to use

Install the client
Install the Python client library on the computer
Install the server
Install the server program on the Android device
Start the service
Start the LAMDA service on the device
Connect to the device
Connect to the device from the Python client

Usage examples

Traffic analysis
Capture network requests of a specific application
UI automation testing
Automatically complete the login process

Frequently Asked Questions

Is it necessary to enable developer mode?
Which Android versions are supported?
How to ensure communication security?

Related resources

GitHub repository
Project source code and the latest version
Video tutorial
Video tutorial for beginners
Community discussion
Telegram discussion group

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
10.0K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
5.9K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
6.4K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
8.9K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
12.2K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
16.6K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
14.8K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
24.8K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
45.2K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
19.2K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
44.6K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
15.0K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
29.4K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase