Mitrinović is a Serbian surname. Notable people with the surname include:
Dimitrije Mitrinović (1887–1953), Serbian philosopher, poet, revolutionary, mystic, theoretician of modern painting, traveller and cosmopolite. Dragoslav Mitrinović (1908–1995), Serbian mathematician
See also Mitrović, a surname