Mussels should be alive when you cook them. Mussels that are open and do not close when tapped upon, are typically dead and should be discarded before cooking. Likewise, only eat those mussels that are open after cooking. Discard any closed mussels after cooking. Mussels should also be rinsed and "debearded" before cooking.