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

Ada Haug Grythe (1934–2014), Norwegian journalist Hilde Grythe (born 1955), Norwegian actress Odd Grythe (1918–1995), Norwegian radio and television personality Torstein Grythe (1918–2009), Norwegian choir leader