Margraff is a surname. Notable people with the surname include:

Inés Margraff (born 1958), Ecuadorian sports shooter Jean Margraff (1876–1959), French fencer Jim Margraff (1960–2019), American football player and coach Paúl Margraff (born 1946), Ecuadorian sport shooter