The musicians will all appear on Sheeran's "Drive," which releases in June as part of the F1 soundtrack.
'SNL 50: The Homecoming Concert' will take place on Feb. 14 at Radio City Music Hall in New York City.
18-year-old Violet Grohl previously made her official music debut with a cover of X's 'Nausea' in 2021.