After multiple years spent in his native Zambia, Mwape moved to Congolese club TP Mazembe in July 2019.[2] He made his debut for the club just days after his announcement, appearing in a 1–0 defeat to Rayon Sports at the Kagame Interclub Cup.[3]
International
Mwape made his senior international debut on 2 June 2019 in a penalty victory over Malawi at the COSAFA Cup.[4]