Subsonic for me.
Streaming. Unlimited. Folder-based (as opposed to iTunes index style).
Streams from my own computer, no subscriber stuff, cloud or DRM nonsense.
Reencodes music on-the-fly if needed, for example if I am on a slow connection and I want to listen to my FLACs, but can't handle...