In December 1966, Matsumoto was selected the Japan national team for 1966 Asian Games. At this competition, on December 10, he debuted against India. In 1968, he was selected Japan for 1968 Summer Olympics in Mexico City. He played 4 matches and Japan won Bronze Medal. In 2018, this team was selected Japan Football Hall of Fame. He played 11 games and scored 1 goal for Japan until 1969.