AgentVerse is a multi-agent environment simulation tool that provides a flexible framework, simplifying the process of building custom multi-agent environments for large language models (LLMs). It offers efficient environment construction, customizable components, tool plugin support, and more. AgentVerse aims to help researchers develop and customize multi-agent environments more easily, allowing them to focus on their research.