Slice the eggs into halves, scoop out the yolks into a bowls. Mash the yolks with a fork, and then add rest of the ingredients and whisk into a smooth paste.
Pour this into a piping bag with a nozzle and pipe into the cavities of the eggs. Chill for 30 minutes and serve.