Setting up an features server? I've found dev seed's article on this issue: http://developmentseed.org/blog/2009/sep/03/5-minute-feature-server/ 

Is it the same process for Drupal 7?
I don't think there is a D7 of the feature server but you can host your D7 specific features on a D6 feature server.