Stamatović () is a Serbian surname, derived from the male given name Stamat, itself derived from Greek name Stamatis meaning "stopper" (stamata means "to stop"). It may refer to:
Stanoje Glavaš (1763–1815), Serbian revolutionary Aleksandar Stamatović (born 1967), Montenegrin historian Uroš Stamatović (born 1976), retired Serbian footballer
See also Stamatopoulos, Greek surname Stamatov, Bulgarian surname