Place matcha in a small bowl. Add a small amount of boiling water and whisk to form a paste. Gradually add the rest of the hot water, whisking until smooth.
Fill a glass with the ice-cream scoops, pour the matcha tea over the ice-cream. Serve your matcha affogato immediately.