Mélanie Gloria (born June 19, 1987) is a Canadian former professional tennis player.

Gloria won five singles and six doubles titles on the ITF Women's Circuit.

In 2004 at the Challenge Bell, she upset the second seed Daniela Hantuchová in the second round.

She lost in the quarterfinals to María Emilia Salerni.

Her parents Helena and Jorge were born in Peniche and some members of her family still live there.