The Quick Reaction Alert Typhoons are currently based at former RAF Leuchars.
As foreign secretary Mr Johnson said would like to have a “Brexit plane” to help him travel the world to promote global Britain.
A military plane used by the Prime Minister and members of the royal family is being repainted in the colours of the Union flag.