Parnaby is a surname. Notable people with the surname include:
Alan Parnaby (cricketer) (1916–1974), English cricketer and British Army officer Alan Parnaby (actor), British television and film actor Bert Parnaby (1924–1992), British actor Kaia Parnaby (born 1990), Australian softball player Stuart Parnaby (born 1982), English footballer