AI agent tools for binary analysis
Short answer: Our top pick for binary analysis: rea, with the highest AgentPick Score (97/100) among tools tagged "binary-analysis". Runners-up: ghidra-mcp (76) and x64dbg-mcp-server (71). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | rea | Reverse engineer anything with agents, from app behavior down to native binaries. | 97/100 | ★ 241k | MIT | 15 Oct 2026 |
| #2 | ghidra-mcp | Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch … | 76/100 | ★ 5.6k | Apache-2.0 | 14 Oct 2026 |
| #3 | x64dbg-mcp-server | x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP… | 71/100 | ★ 2.5k | MIT | 12 Oct 2026 |
| #4 | ReArk | An intelligent reverse engineering and AI-assisted analysis tool for HarmonyOS NEXT (HAP/APP/ABC), Android (APK/AAB), iOS (IPA), and native PE/ELF/Mac… | 60/100 | ★ 657 | Apache-2.0 | 12 Oct 2026 |
| #5 | 0 | The multiplayer AI offensive security OS - open, self-improving, extensible. Find, verify, and fix vulnerabilities. | 60/100 | ★ 512 | See repo | 14 Oct 2026 |
| #6 | ida-pro-mcp | AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. | 57/100 | ★ 13k | MIT | 26 Sept 2026 |
| #7 | reverify | Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts a… | 56/100 | ★ 1.3k | MIT | 1 Oct 2026 |
| #8 | open-reverselab | Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malwa… | 51/100 | ★ 1.3k | GPL-3.0 | 29 Sept 2026 |
| #9 | reagent | Reconstruct and validate C/C++ code from compiled programs with AI. | 50/100 | ★ 2.1k | MIT | 9 Sept 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Grant the narrowest permissions the server allows.
- Check whether it runs locally or calls a remote service.
- Prefer servers listed in the official MCP registry.
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