I got the magnets at Hobby Lobby. They are self-adhesive 1/2 inch circles. I used crystal effects to put them on because the adhesive doesn't always stick.
Wal-mart also usually has rolls of magnetic self-adhesive strips. You can just cut a small piece off and put one on each side.