Durrant joins the Villagers from new league rivals Boston United where he played twenty-two games last season.
He joined the Pilgrims in December 2016 as manager Adam Murray's first signing from Ilkeston FC and made his Pilgrims' debut against FC United of Manchester at Broadhurst Park.
He was previously at Nottingham Forest.