Weisgerber is a German surname. Notable people with the surname include:
Anja Weisgerber, German politician and Member of the European Parliament for Bavaria
Dick Weisgerber, American football player in the National Football League
Gerd Weisgerber, German professor of mining archaeology
Jack Weisgerber, Canadian politician and businessman
James Weisgerber, Canadian Roman Catholic Archbishop
Leo Weisgerber, German linguist