Meteor Cafe existed as a restaurant on the planet of Orondia during the era of the Clone Wars, and was also present at Horizon Base during the Galactic Civil War. Decades subsequent to these events, specifically during the First Order-Resistance War, an ad promoting this establishment was observed on the outside of Vranki's Hotel and Casino, which is a space station situated within the Voxx Cluster. The branding for this cafe incorporated a meteor image alongside the name "Meteor Cafe" written in Aurebesh.
The initial reference to Meteor Cafe occurred via a sign visible in the Star Wars: The Clone Wars episode titled "Friends and Enemies," specifically the sixteenth episode from fourth season.