In a blender, pulse the blueberries, water and sugar. If you want a smoother sauce, blend it longer. If you want it chunky, you can skip the blender and leave it whole.
Add to a small sauce pan and heat on medium-low for about 10-12 minutes until it becomes thick and sticks to the spoon.