I just want to echo the love for Subsonic (and the iOS iSub app). I happily used Google Music until I hit the (at the time) 20k track limit. Now that I've been running and using Subsonic for a couple years, I consider it a complete upgrade in terms of features and performance.

I had not heard of koel or ampache until today, but choices will always be welcomed.