The Cat Cays are two islands in the Bahamas, North Cat Cay and South Cat Cay, approximately 10 miles south of Bimini. North Cat Cay is a privately owned island and is run as a private members club by the Cat Cay Yacht Club. South Cat Cay is currently under development.