First of all...
I had no idea what a Mech anime was xP
So I had to read a bit about, it and simply I found out was about robots.
I think I have watched three animes including robots.
Those are Chobits, Nichijou and Moetan.
BUT my favorite, because of the mech aspect is
of course Chobits!