RepoAudit is a multi-agent bug detection tool designed for various programming languages, offering features such as compilation-free analysis and support for multiple bug types. It utilizes LLMSCAN for code parsing and implements two agents for scanning, helping identify and fix a significant number of bugs in open-source projects. The tool is easy to use with a simple command-line interface for project scanning.