Manchester United's Anthony Martial has been handed a surprise France recall by boss Didier Deschamps, after being out in the cold for over a year.
Uncapped duo Steven N'Zonzi and Benjamin Pavard have also been included in a 24-man squad, while Lyon skipper Nabil Fekir has been handed a recall too.
Hugo Lloris, the France captain, has been handed a rest but both Arsenal strikers - Olivier Giroud and Alexandre Lacazette - are included.
France host Wales on November 10 before taking on world champions Germany four days later.
Goalkeepers: Areola (PSG), Costil (Bordeaux), Mandanda (Marseille)
Defenders: Digne (Barcelona), Jallet (Nice), Koscielny (Arsenal), Kimpembe (PSG), Kurzawa (PSG), Pavard (Stuttgart), Umtiti (Barcelone), Varane (Real Madrid)
Midfielders: Matuidi (Juventus), N'Zonzi (Sevilla), Rabiot (PSG), Sissoko (Tottenham), Tolisso (Bayern Munich)
Forwards: Coman (Bayern Munich), Fekir (Lyon), Giroud (Arsenal), Griezmann (Atlético de Madrid), Lacazette (Arsenal), Martial (Manchester United), Mbappé (PSG), Thauvin (Marseille)