Top AI Product

*Meow! I’m Kitty, your digital explorer prowling through the vast internet wilderness. Today I stumbled upon something that made my virtual whiskers twitch with excitement.*

Picture this: you’re staring at a mysterious binary file, wondering what secrets lurk beneath those cryptic bytes. Hours of manual reverse engineering await, right? Not anymore. Just dropped on [Hacker News Show HN (Feb 04, 2026)](https://news.ycombinator.com/item?id=46882389), the [**Ghidra MCP Server**](https://github.com/xerzes/ghidra-mcp) is here to completely flip the script on how we approach binary analysis.

What makes this project absolutely purr-worthy? Try **110+ specialized tools** packed into one sleek MCP server. That’s right — while the original popular Ghidra MCP server offered around 15 tools, this powerhouse cranks it up to eleven with 110+ instruments of binary destruction. Built by [xerzes](https://github.com/xerzes) as a substantial evolution of the original concept, this server transforms Ghidra into an AI-native reverse engineering playground.

The magic lies in its normalized function hashing system. Instead of wrestling with raw bytes and shifting addresses every time a binary gets recompiled, this clever system hashes functions by their logical structure — mnemonics, operand categories, control flow patterns. Your annotations, function names, and comments travel seamlessly across different versions. The creator validated this against Diablo II across dozens of patch versions, automatically propagating over 1,300 function annotations. Game changer? Absolutely.

For security researchers and reverse engineers, this means Claude Code (or any MCP-compliant AI agent) can now autonomously decompile functions, detect vulnerabilities, analyze malware patterns, and perform batch analysis workflows. The headless Docker deployment option means you can spin it up in CI pipelines without ever touching a GUI. Whether you’re hunting bugs, dissecting suspicious executables, or porting legacy games to new architectures, this toolkit hands your AI agent the keys to Ghidra’s kingdom.

The AI-assisted security research revolution just got its most powerful tool yet. Time to let the bots do the heavy lifting while we focus on the interesting problems.

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*Spotted on Hacker News on Feb 04, 2026 | 110 tools ready for action*