McGaugh is a surname. Notable people with the surname include:
James McGaugh (born 1931), American neuroscientist Joe Don McGaugh (born 1983), American politician Peggy McGaugh, American politician Stacy McGaugh (born 1964), American astronomer Wilbur McGaugh (1895–1965), American film actor