In 2016 Fraser supported Leave in the EU referendum. Commenting about the EU, he said that 'Personally, I find it amazing that progressives are so keen to offer support to a remote and undemocratic bureaucracy that locks in a commitment to neoliberal economics'. In 2019 he said he was "longing for a full-on Brexit – No Deal, please".