Mjelde is a surname. Notable people with the surname include:
Erik Mjelde (born 1984), Norwegian footballer Maren Mjelde (born 1989), Norwegian footballer Mons Ivar Mjelde (born 1967), Norwegian footballer Ole Monsen Mjelde (1865–1942), Norwegian politician Sigmund Mjelve (1926–1995), Norwegian writer