In a microwave-safe bowl, combine sugar, butter, and water and melt. Add semi-sweet chocolate chips and stir until melted, microwaving briefly, as needed.
Cool for 5 minutes, then create divots in the centers. Microwave peanut butter until melted, pour into each brownie cup, and top with additional chocolate chips, if desired.