Matsumoto was born in Utsunomiya on November 3, 1941. After graduating from Waseda University, he joined Toyo Industries in 1964. In 1965, Toyo Industries joined new league Japan Soccer League. The club won league champions in 1965, 1966, 1967, 1968 and 1970. The club also won 1965, 1967 and 1969 Emperor's Cup. He retired in 1973. He played 88 games and scored 31 goals in the league. He was selected Best Eleven in 1966.