Can simple open source tools compete with the music recommendations provided by Spotify and other big names? This talk will look at how the open source world can stay relevant in a world where music listening has become dependent on commercial streaming services and users expect an element of recommendations. Expect to see small-tech solutions for music recommendations based around GNOME's Tracker search engine and the open, community-powered database Musicbrainz.