In May 1973, Matsunaga was selected the Japan national team for 1974 World Cup qualification. At this qualification, on May 22, he debuted against Hong Kong. He also played at 1976 Summer Olympics qualification. This qualification was his last game for Japan. He played 10 games and scored 2 goals for Japan until 1976.