jadx-mcp-server and mcp-android-server-python
About jadx-mcp-server
zinja-coder/jadx-mcp-server
MCP server for JADX-AI Plugin
Implements a Python-based MCP server that bridges LLMs with JADX via HTTP requests to a plugin, exposing 20+ tools for live Android APK analysis including class/method extraction, manifest parsing, smali bytecode retrieval, and variable renaming. Communicates with the JADX-AI-MCP plugin using a request-handler architecture that queries the decompiled app context directly, enabling real-time vulnerability detection and code-aware LLM recommendations without context switches.
About mcp-android-server-python
nim444/mcp-android-server-python
MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Android devices through natural language.
Implements a modular tool architecture organizing 50+ device automation capabilities (app management, gesture simulation, UI inspection, toast detection) into seven focused modules, reducing server code from 1,321 to 61 lines. Supports both stdio transport for AI agent integration and HTTP streaming for web APIs, with uiautomator2 backend enabling real Android device control without emulation overhead.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work