Stones are used to break the limit of upgrading weapon. Each weapon class has its own limit regardless of its teir. Like, limit for normal weapon is 40 and then in "upgrade" button you will get gem icon. That is to break its limit. For further references view other guides below. Cheers and let the darkness b with u.