cyberkaida/reverse-engineering-assistant

> A Ghidra extension that provides a Model Context Protocol (MCP) server for AI-assisted reverse engineering
ReVa (Reverse Engineering Assistant) is a Ghidra MCP server that enables AI language models to interact with Ghidra's powerful reverse engineering capabilities. ReVa uses
state of the art techniques to limit context rot and enable
long form reverse engineering tasks.
ReVa is different from other efforts at building AI assistants for RE tasks because it uses a _tool driven approach_ with a focus
on designing tools for effective LLM use.
ReVa aims to provide a variety of small tools to the LLM, just as your RE environment provides a set of small tools
to you.
Each of the tools given to the LLM are constructed to be easy for the LLM to use and to tolerate a variety of inputs
and to reduce hallucination by the LLM. We do this by providing the LLM with a schema but tolerating other input,
including descriptions that guide the LLM,and redirecting correctable mistakes back to the LLM, and including extra
output to guide the next decision by the LLM.
ReVa's tools differ to other solutions, they provide smaller,
critical fragments with reinforcement and links to other
relevant information to reduce context usage and hallucination.
This greatly improves performance, especially on long form
reverse engineering tasks. This allows ReVa to handle large
binaries and even entire firmware images.
To encourage exploration as a human would, we report additional context like the namespace and cross references along with the decompilation, this
is a small nudge to make the LLM explore the binary in the same way a human would.
Using this technique you can ask general questions and get relevant answers. The model prioritises
information from the tools, but when there is no information it can still respond to generic
questions from its training.
As an MCP server, ReVa can be used alongside other MCP servers to enrich its analysis.
For example you can use the GitHub MCP Server
to allow ReVa access to source code on GitHub, or the
Kagi MCP Server to allow ReVa to search the web.
You can ask questions like:
Examine the programs in this project and explain the relationship between the main binary and the shared libraries.
What are the interesting strings in this program?
Does this program use encryption? Write a markdown report on the encryption and where it is used.
Draw a class diagram using plantuml syntax.
Start from main, examine the program in detail. Rename variables as you go and provide a summary of the program.
Explain the purpose of the __mod_init segment.
What does mmap return?
What does the function at address 0x80000 do?
This is a CTF problem. Write a pwntools script to get the flag.
Import these two binaries and diff them, explain the changes.
# Installation
> NOTE: ReVa supports Ghidra 12.0 and above. Ghidra 12.2+ requires Java 25; earlier
> versions require Java 21. Download the release built for your exact Ghidra version.
ReVa is a Ghidra extension. To install it, you can download the release for your
version of Ghidra from the releases page and install it using the Ghidra extension manager.
Alternatively, you can build it from source. To do this, clone the repository and run the following command: