mrphrazer

mrphrazer / binary-ninja-headless-mcp

Public

Headless Binary Ninja MCP server — giving AI agents deep reverse-engineering capabilities via 180 tools.

39
2
100% credibility
Found Mar 04, 2026 at 39 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

A background helper that connects AI assistants to powerful program disassembly and analysis tools without needing a visual interface.

How It Works

1
🔍 Find the AI Analysis Helper

You hear about a handy tool that lets smart AI deeply examine and understand computer programs from the inside.

2
📥 Bring It Home

You download the simple helper package and get it ready on your computer with a quick setup.

3
▶️ Wake Up the Helper

You start the quiet background helper that powers up your AI's ability to peek into programs.

4
🤝 Team Up with Your AI

You introduce the helper to your favorite AI assistant, like Claude, so it can borrow its super analysis skills.

5
📂 Choose a Program

You select a mysterious computer file and ask your AI to explore its secrets using the helper.

6
🔬 Watch the Magic Unfold

Your AI effortlessly disassembles the program, finds functions, spots connections, and reveals hidden details.

🎉 Master the Program's Secrets

You gain crystal-clear insights into how the program works, ready to tweak, understand, or build upon it.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 39 to 39 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is binary-ninja-headless-mcp?

This Python server turns Binary Ninja into a headless binary ninja powerhouse via MCP, handing AI agents 180 tools for deep reverse-engineering tasks like disassembly, IL lifting, patching, xrefs, types, and memory ops. It lets agents open binaries, run analysis, mutate safely with undo/redo, and script custom workflows—all without a GUI, designed to colocate in Docker with your agent runtime. No sidecars or extra deps beyond Binary Ninja itself.

Why is it gaining traction?

It crushes GUI-bound alternatives by exposing the full 180-tool surface across 35 groups, with read-only defaults, paginated queries, and generic scripting for gaps. Stdio/TCP transports plug straight into Claude, Codex, or any MCP host; fake backend enables license-free dev/CI. Agents gain incremental analysis control in sandboxes, perfect for iterative RE without human babysitting.

Who should use this?

Reverse engineers automating malware triage or firmware analysis with AI agents. Security teams integrating headless binary ninja into MCP pipelines for Claude/Codex-driven workflows. Devs prototyping agentic RE in containers, needing xrefs, patching, and IL without GUI overhead.

Verdict

Worth a spin for agent RE pioneers—33 stars, pristine docs/tests, fake mode shines for eval—but 1.0% credibility flags its fresh maturity. Production? Pair with real Binary Ninja license; else, monitor for wider adoption.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.