Flutter supports backend integration for chat applications through various methods. Utilizing libraries like Dio or HTTP, Flutter connects to backend services via REST APIs. Additionally, packages like Socket.io enable real-time communication, facilitating seamless integration with backend servers for chat app functionalities.