Fiberglass pencil works wonders. It removes the oxidation but does not scratch/pit the contact. It's kinda hard to get in at an angle and must be done with the leaf off the panel, but is very gentle and shines them up much better than a business card can.
Alternatively, you can soak a business card in electronic contact cleaner to help with polishing the contacts better.