Water bugs, like most insects, do not like the smell of certain essential oils. This is why some people use peppermint oil to get rid of water bugs. You can make a water bug repelling spray by adding around 10 drops of peppermint oil to warm water. Spray the liquid around the house (focus on the cracks) to keep water bugs away.