Mourgue is a surname. Notable people with the surname include:
Arthur Mourgue (born 1999), French rugby player Cécilia Mourgue d'Algue (née Perslow) (born 1946), French-Swedish golfer Gaëtan Mourgue d'Algue (born 1939), French golfer Jacques Augustin Mourgue (1734–1818), French politician Olivier Mourgue (born 1939), French industrial designer Pierre Mourgue (1890–1969), French fashion illustrator and lithographer