Bokk played for Germany in the 2017 IIHF World U18 Championship Division I where he finished tied for second in scoring with seven goals and three assists. He also played at the 2018 and 2019 World Junior Championships Division IA. At the 2019 tournament he led Division IA in scoring and helped Germany earn promotion to the 2020 World Junior Championships.