Place the chocolate chips into a microwave-safe bowl, and heat in the microwave in 30-second intervals, stirring until it is fully melted and smooth. Stir in green food coloring and mix until it is fully green.
Evenly divide the melted chocolate between paper muffin cups. Sprinkle with the green sprinkles. Let sit until the chocolate has completely set. Unmold from the cups.