Coloccini was part of the Argentina Under-20 side that won the 2001 FIFA World Youth Championship as well as the 2004 Olympic gold medal-winning team alongside Javier Mascherano and Carlos Tevez.
He also appeared in the 2006 World Cup and was part of the side that went down to two late Michael Owen goals in the 3-2 friendly defeat by England in November 2005.