An MCP server based on MaaFramework, providing Android device and Windows desktop automation capabilities for AI assistants, supporting operations such as OCR recognition, clicking, swiping, and text input, and capable of converting operation processes into reusable Pipelines.

Claude Mobile is an MCP server that supports controlling Android, iOS, Desktop, and Aurora OS devices through natural language, providing unified automated operations, intelligent screenshots, permission management, and UI interaction functions.

An automated suite for Android APK security analysis that integrates tools such as JEB, JADX, APKTOOL, FlowDroid, and MobSF, and provides a unified API interface through the MCP protocol to achieve vulnerability detection with multi - tool cross - validation.

MCP Appium is an intelligent mobile automation server based on the model context protocol, providing cross - platform mobile app testing tools for AI assistants, supporting iOS and Android platforms, and featuring intelligent element location, session management, and automated test generation functions.

FridaC2MCP is a proof - of - concept project that exposes the capabilities of the Frida dynamic instrumentation tool as a remote MCP server through HTTP streaming, aiming to achieve remote and automated mobile application security testing. The project is designed to run on a rooted Android device, allowing clients to analyze and manipulate running applications over the network.

native-devtools-mcp is a cross-platform MCP server that provides AI agents with the ability to automate control of macOS, Windows, and Android systems, including screenshot, OCR text recognition, simulated click input, window management, and Android device control.

proxy-mcp is an MCP server that provides HTTP/HTTPS man-in-the-middle proxy functionality, supports traffic capture, real-time modification, TLS fingerprint camouflage, and upstream proxy chains, and includes a variety of interceptor tools for automated proxy configuration of browsers, command lines, Docker, and Android devices.

AutoMobile is a mobile automation toolset that provides automation testing, UI interaction, test writing, and execution functions for the Android platform. It enables intelligent interaction loops and source code mapping through the MCP server.

The MCP Mobile Server is an AI-driven mobile development toolset that provides 36 powerful Flutter, Android, and iOS development tools for MCP clients such as Claude Desktop, including intelligent device management, automated builds, and cross-platform deployment features, significantly improving mobile development efficiency.

An automated MCP service for Android devices built on Open - AutoGLM. It connects to the phone via ADB and invokes the visual model, and can access Xiaozhi AI for intelligent control.

The MobAI MCP server is a Model Context Protocol service for mobile device automation. It connects the MobAI desktop application through an HTTP API, enabling AI programming assistants to control Android and iOS devices and emulators, achieving UI automation, web operations, and batch script execution.

An MCP server for automating Android emulators through ADB, providing functions such as UI inspection, element operations, and screenshot capture, and supporting integration with Claude and OpenAI Codex.

This is an Android MCP toolkit designed for AI agents, providing tools such as SVG to VectorDrawable conversion, ADB log reading, UI automation, and text length estimation, aiming to efficiently connect the Android development process with AI agents.

Mobile automation MCP service, providing Android/iOS device control capabilities for Cursor AI, supporting 39 operation tools, intelligent verification, test script generation, etc. It can be used without an AI key.

Android-MCP is a lightweight open-source project that serves as a bridge between AI agents and Android devices. It enables real-world task operations such as app navigation, UI interaction, and automated testing through the MCP server, without relying on traditional computer vision or pre-set scripts.

This is a Node.js server based on the Model Context Protocol (MCP). It encapsulates the Appium mobile automation capabilities into MCP tools, enabling LLM intelligent agents to control Android or iOS applications through natural language instructions, achieving automated testing and interaction.

Android Mobile MCP is a tool for automating Android devices through the model context protocol, providing functions such as UI operations, app management, and screen capture.

An MCP server that provides ADB functionality for automated control of Android devices, including functions such as device management, screen operations, app management, file operations, and shell commands.

Test Genie MCP is an AI-driven multi-platform application test automation MCP server that supports iOS, Android, Flutter, React Native, and Web applications, providing a complete test process from scenario generation, test execution, issue detection to repair suggestions and automatic repair.

Android Puppeteer is an Android device automation server based on the MCP protocol. Through visual element detection and annotation, it enables AI agents to interact with Android devices, supporting various automated operations such as clicking, inputting, swiping, and screen recording.

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.