Marie-Paule Gnabouyou (born 4 March 1988) is a French handball player for Toulon Saint-Cyr Var Handball and the French national team.
Marie-Paule Gnabouyou participated at the 2011 World Women's Handball Championship in Brazil. Her brother Guy Gnabouyou is a professional footballer.
She is of Congolese origin.