Paul McCartney has a lot of cool friends. Really. Just check out his new video for “Queenie Eye,” in which he hosts a party of famous celebrities who can’t help but stop and listen to the famous Beatle’s new song.

As McCartney sings his song at the piano at the famous Abbey Road Studios, Johnny Depp sits at the foot of the piano, listening to the song on his headphones and bobbing along. One by one, celebrities magically appear and hang out around the piano, all nonchalantly listening and dancing to the song until it turns into a full-fledged party. Among the stars who join in on this listening party/recording session are Chris Pine, Sean Penn, Meryl Streep, Tracey Ullman, Kate Moss, Jeremy Irons, Tom Ford, Jude Law and many others.

The song comes off of McCartney’s latest release, New, which came out earlier this month. You can watch the video for “Queenie Eye” below.