We have plenty of Catholic members. The Masons didn't exclude Catholics, the Pope banned membership in Masonry by Catholics because he considered the organization a threat to his authority. That ban is pretty much ignored nowdays.

https://en.wikipedia.org/wiki/Papal_ban_of_Freemasonry

The Knights of Columbus was formed as a "Catholic equivalent of Freemasonry", basically.