At international level, Gonçalves won the Copa América with the Brazilian national team in 1997, as well as the Confederations Cup in the same year. He was mainly a reserve player in Brazil's squad during the 1998 FIFA World Cup, appearing against Norway and Chile, as the team went on to reach the final. In total, he was capped 24 times for Brazil, scoring just one goal.