How do you remove a broken light bulb when there's no glass exposed?

My porch light broke in a weird way: the entire glass portion of the light bulb fell off, leaving only the metal base of the bulb in the socket. I can’t get a grip on it, and I can’t use the old potato trick since there’s no broken glass sticking out. What do I do?