McCullough played on The Grease Band's eponymous album after splitting with Cocker, and during his time with the band he also appeared as lead guitarist on the original 1970 recording of Andrew Lloyd Webber and Tim Rice's rock opera Jesus Christ Superstar and on the progressive Spooky Tooth album The Last Puff.