When you mention it I must search them in youtube first. Mario Party seems to be more suit Wii console.
Played some Mario games title, but never finish any of those games though, don't know why.
I prefer Mario & Luigi: Dream Team. More story with obvious objectives.
Party game I like is Su Bomberman. Fun, simple strategy and chaotic.
I am more puzzle & platfomer person.