PyGhidra-MCP - Ghidra Model Context Protocol Server
pyghidra-mcp is a command-line Model Context Protocol (MCP) server that brings the full analytical power of Ghidra, a robust software reverse engineering (SRE) suite, into the world of intelligent agents and LLM-based tooling. It bridges Ghidra’s ProgramAPI and FlatProgramAPI to Python using pyghidra and jpype, then exposes that functionality via the Model Context Protocol.
MCP is a unified interface that allows language models, development tools (like VS Code), and autonomous agents to access structured context, invoke tooling, and collaborate intelligently. Think of MCP as the bridge between powerful analysis tools and the LLM ecosystem.
With pyghidra-mcp, Ghidra becomes an intelligent backend—ready to respond to context-rich queries, automate deep reverse engineering tasks, and integrate into AI-assisted workflows.
Yet another Ghidra MCP?
Yes, the original ghidra-mcp is fantastic. But pyghidra-mcp takes a different approach:
🐍 No GUI required – Run entirely via CLI for streamlined automation and scripting.
🔁 Designed for automation – Ideal for integrating with LLMs, CI pipelines, and tooling that needs repeatable behavior.
✅ CI/CD friendly – Built with robust unit and integration tests for both client and server sessions.
🚀 Quick startup – Supports fast command-line launching with minimal setup.
📦 Project-wide analysis – Enables concurrent reverse engineering of all binaries in a Ghidra project
🤖 Agent-ready – Built for intelligent agent-driven workflows and large-scale reverse engineering automation.
🔍 Semantic code search – Uses vector embeddings (via ChromaDB) to enable fast, fuzzy lookup across decompiled functions, comments, and symbols—perfect for pseudo-C exploration and agent-driven triage.