What are the tips that help in getting rid of stuttering permanently, and what is the appropriate supplication to help someone who suffers from it?

There is no specific reported supplication (du'a) for stuttering. One can make general supplications such as asking for well-being, eloquence of the tongue, and the untying of theue.