Mutebi is a surname. Notable people with the surname include:

Emma Mutebi, Ugandan pilot Hannington Mutebi, Ugandan bishop Mike Mutebi, Ugandan footballer Mutebi I of Buganda, King of Buganda Muwenda Mutebi II of Buganda (born 1955), King of Buganda Wilson Mutebi, Ugandan bishop