There was a melee after Everton’s James McCarthy tackled Morgan Amalfitano, with West Ham players confronting the Republic of Ireland international.
McCarthy and Winston Reid were booked were booked by the referee Mark Clattenburg.
The clubs have until 6pm on 1 December to respond to the charge.