 McCarthy was a founder of the "Imperial Federation League", which proposed uniting the United Kingdom and the emerging dominions under a central Cabinet government responsible to an Imperial Parliament elected from throughout the Empire.McCarthy ran his own slate of McCarthyite candidates in the 1896 election, but was the only one elected.Following the 1896 election, McCarthy forged an alliance with Wilfrid Laurier's Liberal Party.