Would Oxyclean do the trick?

Best way to whiten... really pure white things is to get 'IRON OUT' from any good store. Follow the product's info and use only whites unless you know the color of the item is set in and not just put on it. It works to whiten even if there is no rust. I use it all the time on my husband's tshirts and white dress shirts.