Midtbø is a surname. Notable people with the surname include:
Halvor Midtbø (1883–1985), Norwegian priest and temperance activist Magnus Midtbø (born 1988), Norwegian climber Magnus Midtbø (politician) (1942–2010), Norwegian trade unionist and politician