The 19-year old has only recently returned from a 10-game spell with Blackpool, where he scored six goals for the Championship side including a hat-trick at Leeds United.
The new loan spell at Boro will start after Sunday's Carling Cup Final.
Jonjo Shelvey's stats for this season