Visual MP3 Splitter & Joiner supports Drag&Drop. In splitter mode, you can just drag the audio file you want to open from Windows Explorer to the program’s window and then extract parts from this file.

Drop into splitter

In joiner mode, you can drag the parts you want to join either one by one or the whole bunch at once.

Drop two files into joiner