Fellow fifth-tier side Lincoln will take on Premier League opponents as well – they've been drawn away to Burnley.
In a round free of all-top-flight ties, holders Manchester United travel to Blackburn – while Manchester City are at Huddersfield.
Chelsea take on Wolves away and Tottenham face a trip to Fulham.
Middlesbrough will welcome Oxford – and the winner of Derby against Leicester have a trip to Millwall.
