I've potted a few with a .177, but 22 works a lot better. A good 22 pellet to the dome and they're done... solid boiler room shot they expire pretty quickly, too.

That's just backyard pest control, though. If I were actually regularly hunting them with an air rifle I'd use a peppier 22 than what I have, a 25 or 30.