Arsenal will face Championship outfit West Bromwich Albion in the second round of the Carabao Cup later in August.
With no European football this season, the Gunners enter the competition a round earlier alongside the rest of the top flight's teams who aren't competing in Europe and face a trip to the Hawthorns at this early stage.
Other notable ties include two all-Premier League clashes between Watford and Crystal Palace, and Newcastle and Burnley, and Everton's trip to Huddersfield. The ties are due to be played in the week commencing August 23.
The clubs that are involved in the Champions League, Europa League and Europa Conference League will enter the competition in the third round.
Manchester City won the trophy for an eighth time last season, defeating Tottenham 1-0 at Wembley thanks to Aymeric Laporte's late strike.
Draw in full
North
Oldham vs Accrington Stanley
Newcastle vs Burnley
Wigan vs Bolton
Huddersfield vs Everton
Sheffield United vs Derby
Stoke vs Doncaster
Shrewsbury vs Rochdale
Nottingham Forest vs Wolves
Morecambe vs Preston
Blackpool vs Sunderland
Leeds vs Crewe
Barrow vs Aston Villa
South
Brentford vs Forest Green Rovers
Millwall vs Cambridge
West Brom vs Arsenal
Norwich vs Bournemouth
Cardiff vs Brighton
Birmingham vs Fulham
Gillingham vs Cheltenham
Queens Park Rangers vs Oxford
Swansea vs Plymouth
Newport vs Southampton
Northampton vs Wimbledon
Watford vs Crystal Palace
Source : 90min