On September 29, 2010, Meklouche was called up to the Algerian Under-23 national team by head coach Azzedine Aït Djoudi for a friendly against Qatar.[1] In November 2010, he was called up again for a friendly against Tunisia.[2] He was also a member of the team for the 2010 UNAF U-23 Tournament.[3]