Should I start taking whey protein to gain weight!!!?

i'm 17, 5'6.5 and 121lbs my legs are really skinny and I hate it! I've tried everything to gain weight but nothing works! will taking lots of whey protein help me gain weight, even if its in muscle???? btw, I work out but I only do pilates.