Some trackers have periods in which they have open registrations; there are a few sites which track these (like r/OpenSignups), so I subscribed to one and registered to those that seemed interesting.

Otherwise, you have to get an invite by an existing user; if you don't know any, I think the best bet is to lurk forums and IRC channels and beg for one. I never actually went that route, though.