Shabani was called into the DR Congo senior squad for the first time in May 2018, as a late replacement for a friendly against Nigeria, but did not take the field. He made his senior international debut in March 2019, as a second-half substitute as DR Congo held on to the one-goal lead that confirmed their qualification for that year's Africa Cup of Nations. Shabani was named in the provisional 26-man squad for the competition.