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R2AI - Augmented reversing with LLM for radare2

         ╭─────────────────────────────────╮
         │ ,______  .______ .______  ,___  │
 ╭──╮    │ : __   \ \____  |:      \ : __| │
 │ _│_   │ |  \____|/  ____||  _,_  || : | │
 │ O O  <  |   :  \ \   .  ||   :   ||   | │
 │  │╷   │ |   |___\ \__:__||___|   ||   | │
 │  ││   │ |___|        :       |___||___| │
 │ ─╯│   ╰─────────────────────────────────╯
 ╰───╯

ci radare2

Components

This repository contains two plugins for radare2:

If you are looking to use radare2 with other agents via MCP:

Features

  • Configure different roles and customize prompts
  • Scriptable via r2pipe via the r2ai command
  • Live with repl and batch mode from cli or r2 prompt
  • Support Automatic (ReAct) mode to solve tasks using function calling
  • Use local and remote language models (ollama, openai, grok, anthropic, ..)
  • RAG markdown, code or textfiles using its native vector database
  • Embed the output of an r2 command and resolve questions on the given data

User defined Prompts

[0x00000000]> r2ai -q
explain: Explain the current function -
devices: Find and explain devices used -
libs: Group imports by Libraries -
varnames: Better variable names -
autoname: Automatically suggest a better name for this function -
vulns: Find vulnerabilities or bugs in the current function -
signature: Suggest an improved function signature -
dlopen: List libraries loaded with dlopen - Some libraries are loaded
decompile: Augmented decompilation based on LLM -
[0x00000000]>

Installation

The recommended way to install any of the r2ai components is via r2pm:

$ r2pm -Uci r2ai
$ r2pm -Uci decai

Using r2ai

  • Adds the r2ai command to the radare2 shell: r2 -qc r2ai
  • You can also run the wrapper in $PATH: r2pm -r r2ai

Drop your API keys in environment variables or files in your home:

$ cat ~/.r2ai.anthropic-key 
sk-ant-api03-CENSORED
$ export OPENAI_API_KEY=sk-proj-6rlSPS-zN1v...
AI API key
OpenAI $HOME/.r2ai.openai-key
Gemini $HOME/.r2ai.gemini-key
Anthropic $HOME/.r2ai.anthropic-key
Mistral $HOME/.r2ai.mistral-key

Saving settings

You may customize and save your configuration settings using your OS's default settings file (e.g ~/.radare2rc on Linux). For example, the following configuration sets Claude 3.7 by default, with max output tokens to 64000.

r2ai -e api=anthropic
r2ai -e model=claude-3-7-sonnet-20250219
r2ai -e max_tokens=64000

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