When visiting Portland OR recently I was in a good old "Dollar General" kind of place. But there it stocked a lot of guns, ammunition and accessories. I bought a bottle of "Super Blue" gun bluing recommended by Doc. I'm going to blue my Paramour end bells. They have the same problem.
This shouldn't take more than some OOOO steel wool, some masking tape and a brush.