Melvie \m(e)-lvie, mel-vie\ as a girl's name is a variant of Malvina (English), and the meaning of Melvie is "smooth brow".

The baby name Melvie sounds like Malvie, Malfie and Melva. Other similar baby names are Melvine and Mellie.