There's a plugin for NetBeans that supports the JMX API. It allows you to create and modify JMX MBeans through a wizard, to create unit tests for them, and to run an application and simultaneously attach to its JMX instrumentation. My colleague Jean-François Denise writes about this and more in a recent blog entry, with pointers to some excellent tutorials.