I prefer to boil the mangoes with the skin on to make the boiled mango panna. But then, there is no correct or incorrect method to do it. Some of you may believe that peeling is preferable, and that is also acceptable. And if you are running short of time then you can peel and cut the raw mangoes and then, boil them in water. Choose the option that most appeals to you.