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

Elliott Stooke (born 1993), English rugby union player George F. Stooke (1867–1907), English physician and medical missionary Nathan Stooke (born 1976), American swimmer Wally Stooke (1895–1962), Australian rules football player, coach, and administrator