Masterton voted Remain in the 2016 EU Referendum and was a vocal supporter of securing a withdrawal agreement from the European Union. In November 2017, Masterton was listed by "The Daily Telegraph" as one of fifteen Tory "Brexit mutineers", within a week he had received an anonymous Christmas card describing him as a "traitor".