I can't believe that nobody has yet mentioned hemp. Or for that matter, bamboo or linen. Add in cotton and wool and you pretty much sum up the majority of my wardrobe. I do have silk long undies and would recommend them.
I have some socks made from bamboo. They are pretty toasty and tough as nails!