There are many ways to get a mud stain on your clothing and you may not always be able to take care of the stain immediately. Mud becomes a bit more difficult to remove once it sets in. You can get rid of most set-in mud stains quite easily with the proper cleaning techniques and materials. The things you will need are a blunt knife, pre-wash stain remover, laundry detergent, water and washing machine.