It adds a little weight, and can yellow with the years.... not a significant problem but I wouldn't bother keeping it on.
I guess it keeps twigs and things caught in your chain from going through the spokes and jamming the hub or something? I don't know.... I really can't imagine how it would do much to protect the spokes at all.