Several people have asked this question. The server is not included in the May Community Preview distributed at TechEd. Also, the server bits will not be included with the upcoming VS 2005 Beta 1 release. In fact, none of Team System will be in Beta 1, so the May Community Preview release at TechEd is it for a little while.
The server will be available in a Team System community drop later this year.