Shelby County Sheriff spokesman Chip Washington said Monday that the guitar was taken Saturday while the group was in town performing at Shelby Farms.
He said the instrument, brand name XOX Audio Tools, was designed for a member of Clinton's band.
Washington said the theft is under investigation, and it's not clear if the bus was broken into.