A real-time plugin command-driven administrative control interface is provided that implements direct real-time command-driven control of operational functionality of application server plugins deployed at a group of application servers. One of request-level application server functionality and server-level application server functionality of at least one of the group of application servers is changed by issuing a real-time application-server plugin command received from the real-time plugin command-driven administrative control interface to a deployed application server plugin.