I suggest beginning the application process by the spring of your Junior year, both for the Academies and MOC noms.
If you try to wait until October to begin your MOC nom applications, there's a decent chance you'll get burned by the deadlines. Or at least you won't be able to think through your essays and other portions as much, and that might not look favorably upon you.