DeepAgent is a general-purpose reasoning agent designed to handle diverse tasks through a scalable set of toolsets. It provides a framework for building autonomous agents that can plan, reason, and execute actions using various tools. The project was developed by researchers from Renmin University of China and Xiaohongshu Inc., and has been accepted to WWW 2026 as an Oral presentation.