Ask her out, but do it in a half serious, half joking sort of way. That way if she isn't interested she can let you down with a joke rather than a serious no that might hurt your feelings and screw up the friendship.
You might as well go for it. Otherwise someone else is going to move in on her and I imagine that would suck for you.