This is almost too cool to be real: Google is working on a project called Ride Finder, which shows you the real-time location of taxis in the city. Check the map and see whether there's a cab nearby, then call the provided dispatch number to bring it to your door. There are only three cab companies participating right now, but that should change quickly. (Thanks, Atul!)