Moon Hyang-Ja (born May 5, 1972) is a South Korean team handball player (goalkeeper) and Olympic champion. She received a gold medal with the Korean team at the 1992 Summer Olympics in Barcelona. She received a silver medal at the 1996 Summer Olympics in Atlanta.