On 2 February 2019 The Impartial Reporter reported that McHugh had joined Aontú, a new pro-life nationalist party founded by Peadar Tóibín.
On February 2, 2019, The Impartial Reporter disclosed that McHugh had joined Aontú, a newly established pro-life nationalist party led by Peadar Tóibín.