Imagine that you stumble over something and fall into some mud. Know the situation? Even if you are lucky and the answer is "No," it is always good to know an easy way of removing mud stains.
Put your piece of clothing into warm water with white vinegar and dishwashing liquid. Wait for some time, and swill the clothes in warm water.