In July 2008, Mrdaković was additionally called up by Miroslav Đukić to the Serbia squad for the 2008 Summer Olympics. He was one of the three over-age players alongside Aleksandar Živković and Vladimir Stojković.[22] Mrdaković appeared in all three group stage matches, scoring a goal in a 4–2 loss against Ivory Coast.