Mix the brown sugar and flour together. Add the butter to the brown sugar and flour mixture. Add in the chopped pecans and mix well by hand.
Add the topping to the muffins by sprinkling them on top.
Bake at 350 degrees for 25-40 minutes to make sure the topping is cooked.