Not to catch Kuduro but for good food. Go to 'Coimda de Santo', Calcada Engenheiro Miguel Pais near the science museum, Principe Real. It's a Brazilian restaurant. They do an amazing stew with fried banana and a poached egg - sorry, the name escapes me.
This venue is worth checking...