The Federalist Party is not currently in use.
[Update on Monday night]
Link seems to be broken, and Bill Quick’s site seems to have problems in general. anyway, here’s a new related follow-up post. I’ll try to update with more at a new post as things develop, but basically, the idea was to found a new party based on small government, since the Republicans no longer seem interested in it.