Marie-Line is a feminine compound given name borne by:

Marie-Line Marolany, birth name of Marie Line, French singer who took part in the Eurovision Song Contest 1998 Marie-Line Pollet, Belgian para-athlete in the 1980s and '90s Marie-Line Reynaud (born 1954), French politician