Messi named FIFA player of 2022, England women rewarded for Euro campaign
Real Madrid's Karim Benzema, who won the 2022 Ballon d'Or award, is also in the shortlist.
Emma Hayes, who led Chelsea to the 2021 Champions League final, is joined on The Best FIFA Women's Coach shortlist by England manager Sarina Wiegman and Canada coach Beverly Priestman.
Messi, who won the Spanish La Liga title with Barcelona last season as well as the European golden boot having scored 54 goals in 58 games in all competitions, last won the award in 2015.
The USA striker also revealed that she was inspired by Raheem Sterling and Kalidou Koulibaly after the pair stood up to incidents of racism.
Liverpool's Champions League winning trio of Mohamed Salah, Virgil van Dijk and Sadio Mane joined regulars Cristiano Ronaldo and Lionel Messi on the shortlist for The Best FIFA Men's player award
The 19-year-old Mbappe followed up a domestic treble with Paris St Germain with a string of impressive performances in France's World Cup winning campaign.
Bayern Munich forward Robert Lewandowski was named The Best FIFA Men's Player 2020 on Thursday, beating off competition from last year's winner Lionel Messi and Cristiano Ronaldo.