The 22-year-old, who made three Blue Square Bet North appearances in 2011-2012, has put pen-to-paper to remain with the Pilgrims and vie with Dan Haystead for the keeping duties.
Drury has made a total of seven senior appearances for the Pilgrims.
He spent spells of last season on loan with Evo-Stik Division One South side Quorn.