A method and system for automatic setup in web-based applications is provided. A plurality of HTTP requests and a plurality of responses between a client and a server are captured. The plurality of HTTP requests and responses are matched in a special order to extract one or more meaningful actions. One or more meaningful actions are recorded in time sequence. And the recorded meaningful actions are replayed when automatically setting up in web-based applications.