The Welsh international has until 6pm on Monday to deny or admit the alleged offence.
It is believed the incident surrounds Page's involvement in a 59th minute incident which led to a brawl and Watford players including Jordan Stewart and keeper Ben Foster racing half the length of the pitch to get involved.
Page has been offered a three game suspension.