The 20-year-old made eight appearances in all competitions during his two-month stay with the League Two club but failed to find the net.
"Craig worked hard for us and I would like to thank him for his efforts," Cobblers boss Ian Sampson told the club`s official website.
"He returns to Leicester with our thanks and best wishes for the future."
Source: PA
