Cave-Browne-Cave is a surname. Notable people with the surname include:
Any one of the Cave-Browne-Cave baronets Beatrice Mabel Cave-Browne-Cave, English mathematician and sister of Frances Frances Cave-Browne-Cave, English mathematician Genille Cave-Browne-Cave, 12th baronet Henry Cave-Browne-Cave, RAF officer