There is a washable wool felt! I bought some for an layered applique sweatshirt that I made for a Christmas present this past year. It washes up wonderfully! I pre-washed all my colors though before cutting and putting the applique together.
I purchased it at Hancock Fabrics as I couldn't find it at Joann's.