Xuma is a surname. Notable people with the name include:

Alfred Bitini Xuma (1893–1962), first black South African to become a medical doctor and president-general of the African National Congress Madie Hall Xuma (1894–1982), American activist in South Africa

See also Dr Xuma house, Historical building in South Africa