If its just steel, Naval Jelly is a good sauce… I've scrubbed it into threads with an old toothbrush and then rinsed it off and dried it 10 minutes later.
Just a few notes from the bottle that may be of interest…
Wipe off painted surfaces immediately (will remove paint)… Leave on 5-10 minutes. Wipe off painted surfaces immediately.