Catala has been active with the women's section of the national team. She has earned caps with the women's under-17 and under-19 teams. With the under-17 team, she participated in both the 2008 UEFA Women's Under-17 Championship and the inaugural 2008 FIFA U-17 Women's World Cup, where France were eliminated in the group stage. Catala's only goal in the World Cup came in France's 6–2 thrashing of Paraguay. With the under-19s, Catala played in the La Manga Cup international tournament and the 2009 UEFA Women's Under-19 Championship reached the semi-finals before bowing out to Sweden in extra time. She appeared for France at the 2012 Summer Olympics.