Mutumba is both a given name and a surname. Notable people with the name include:

Mutumba Mainga (born 1938), Zambian historian Bash Mutumba, Ugandan photographer Martin Kayongo-Mutumba (born 1985), Swedish footballer

See also Commune of Mutumba, commune in Burundi