# pyghidra-mcp Meets Ghidra GUI: Drive Project-Wide RE with Local AI

DevFeed: [pyghidra-mcp Meets Ghidra GUI: Drive Project-Wide RE with Local AI](<https://devfeed.tech/articles/pyghidra-mcp-meets-ghidra-gui-drive-project-wide-re-with-local-ai-39720.md>)

Original publisher: [Read original article](<https://clearbluejar.github.io/posts/pyghidra-mcp-meets-ghidra-gui-drive-project-wide-re-with-local-ai/>)

Author: clearbluejar

Published: 2026-05-05T07:00:00Z

Content type: article

Language: en

Sources: [clearbluejar](<https://devfeed.tech/sources/clearbluejar.md>)

Topics: [Ghidra](<https://devfeed.tech/topics/ghidra.md>), [Reverse Engineering](<https://devfeed.tech/topics/reverse-engineering.md>), [Local AI](<https://devfeed.tech/topics/local-ai.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Processes](<https://devfeed.tech/topics/processes.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [gemma4](<https://devfeed.tech/tags/gemma4.md>), [ghidra](<https://devfeed.tech/tags/ghidra.md>), [local](<https://devfeed.tech/tags/local.md>), [local-ai](<https://devfeed.tech/tags/local-ai.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [reverse-engineering](<https://devfeed.tech/tags/reverse-engineering.md>)

## AI overview

The article presents pyghidra-mcp v0.2.0, which adds a GUI-backed mode allowing a local LLM to drive a live Ghidra CodeBrowser across an entire project. It demonstrates real-time function renaming, plate comments, and cross-binary analysis, with edits recorded in Ghidra's undo history.

## Source excerpt

pyghidra-mcp v0.2.0 ships a GUI-backed mode that lets a local LLM drive a live Ghidra CodeBrowser at full project scope. Renames, plate comments, and cross-binary pivots land in real time, with every edit tagged in Ghidra's undo history while the session is alive.