On June 2, 1981, Matsuura debuted for the Japan national team against China. He played at 1984 Summer Olympics qualification. In 1986, he was selected Japan for the first time in 2 years and also played 1986 Asian Games. In 1987, he played at 1988 Summer Olympics qualification. This qualification was his last game for Japan. He played 22 games and scored 6 goals for Japan until 1987.