> but I think Freemasonry anecdotally reinforces the idea that men want/need/form these kind of clubs more than women on average.

There seem to be as many Women’s Institute members in England as there are Freemasons.

And that is before you consider more ad hoc organisations like book clubs that are definitely more female dominated (though sports clubs perhaps the opposite?)