What are good treatments for boils in the armpit?

Incision and drainag. See a doctor to have the boils incised and drained of pus.
See below. Cleanse the armpits twice daily with the over-the-counter cleanser hibiclens. In addition, do not use a stick or roll-on antiperspirant, which may spread the infection.