I think I agree with lolly here - popularity is not often a good measure of quality, and in the case of github stars definitely not. It is some measure of usage I guess, so that's something, but frameworks like martini are not a good basis IMO. Relentless promotion, not being used in large projects or thoroughly vetted, is mostly how frameworks make it onto and to the top of this sort of list.