Rodríguez played in 175 games with the senior Spain national basketball team, participating in the 1960 Summer Olympics, the 1968 Summer Olympic Games, and seven EuroBaskets, in the years 1959, 1961, 1963 (named the tournament's MVP), 1965, 1967, 1969, and 1971.