Wiktionary
good golly
interj. (context slang English) expression of surprise, etc.; golly
Usage examples of "good golly".
There were much more territorial greez joints, like Good Golly Miss Molly or Screamin' Jay's, where they wouldn't even bother to insult and would just get straight to work with gravity knives and razor chains.