JADX AI MCP

JADX AI MCP is a JADX decompiler plugin that integrates with Model Context Protocol to analyze Android APKs using LLMs.

JADX-AI-MCP is a plugin for the JADX decompiler combined with a standalone Python server that integrates with the Model Context Protocol to provide live reverse engineering support with LLMs like Claude. It enables developers and security analysts to perform real-time code reviews, analyze Android APKs, find vulnerabilities, and inspect application resources and methods. The tool supports multiple MCP tools for fetching classes, searching methods, retrieving manifest files, reading resources, renaming code elements, adding comments, and interacting with the JADX debugger. It is designed for Android application analysts and reverse engineers who want to use AI assistance during debugging and static analysis. It works with LLM clients like Claude Desktop, Cherry Studio, and LM Studio.

JADX AI MCP at a glance

Best for: Software engineer
Runs on: Windows, macOS, Linux, CLI, self-hosted, open source
Pricing: Free
Released: April 2025
Category: AI coding tool
Website: github.com/zinja-coder/jadx-ai-mcp

Key features

Fetch current class name and full source
List all classes in the project
Search methods and classes by keyword
Retrieve AndroidManifest.xml and resources
Rename classes, methods, fields, and variables
Add and list comments stored in the project
Access debug stack frames, threads, and variables
Find references to classes, methods, and fields

Use it for

Explain what an Android class or method does
Check decompiled code for insecure API usages
Deobfuscate and rename classes and methods
List all network-related API calls in an app
Generate documentation comments for methods

Alternatives to JADX AI MCP

jCodeMunch MCP — Cuts AI code-reading token costs by over 95 percent via tree-sitter symbol indexing.
MCP Java SDK — Official Java implementation with core STDIO, SSE, and Streamable HTTP transports.
JS Reverse MCP — It organizes scripts, breakpoints, and network data for continuous AI agent reasoning.
Mobile MCP — Connects AI agents directly to real mobile devices for automated testing and tasks.
Coding Tools MCP — Turns any chat app into a coding agent with strict workspace safety boundaries.
ASC — It performs global cross-reference searches and decompilation with zero-overhead indexing.
BrowserTools MCP — Embeds AI code editors and agents directly into web browsers via MCP.
Android Reverse Engineering Skill — It recovers original Kotlin class names obfuscated by R8 metadata.
Apple Docs 2.0 MCP — Read Apple documentation, design guidelines, and WWDC sessions directly in your AI assistant.
Codebase Memory MCP — High-speed indexing and persistent knowledge graphs for AI coding agents.
Ghidra MCP — It offers 253 MCP tools with full write access, P-code emulation, and live debugging.
Thyme — Performs analysis locally without subprocesses, telemetry, or network dependencies.

All JADX AI MCP alternatives