The striker joined the Bantams for one month from Wigan Athletic and scored on his debut against Bristol City on September 18, making three league appearances before his sudden departure.
Boss Colin Todd wants a loan signing to take Roberts' place but the Football League are not prepared to let him do that as he has a squad of 18 first team professionals which is the maximum number for a club in administration.