Mourouzis played with the senior Greek national basketball team in 24 games, averaging 10.1 points per game. With Greece, he won the bronze medal at the 1955 Mediterranean Games. He also played at the 1960 Pre-Olympic Tournament, and the EuroBasket 1961.