Muwanga is an Ugandan surname. Notable people with the surname include:

Bulaimu Muwanga Kibirige, Ugandan businessman Christopher Henry Muwanga Barlow (1929–2006), Ugandan poet Martin Muwanga (born 1983), Ugandan football striker Paulo Muwanga ( 1921–1991), Ugandan politician