Mopidy is a music server which can play music from Spotify or from your local hard drive. To search for music in Spotify's vast archive, manage playlists, and play music, you can use any MPD client. MPD clients are available for most platforms, including Windows, Mac OS X, Linux, Android and iOS.
To install Mopidy, check out the installation docs.