I stopped using Spring Debugger because for some inexplicable reason enabling it makes breaking at the breakpoint take minutes instead of seconds. For quite a while I didn't realize this was the problem, as IntelliJ started having it turned on by default at some point.
If you prefer GUI, Intellij even has a Spring Debugger: https://www.jetbrains.com/help/idea/spring-debugger.html