The former Everton midfielder arrived in Paris this week after a pursuit that had been ongoing since January.
And Mbappe admits he's a fan of the Senegal international.
"I know Gueye is coming, he's a very good signing for us. It's the club that decides," Mbappe said.
"We have a good group, that's for sure."