Scaling Up Manufacturing Act of 2013 - Amends the Internal Revenue Code to allow certain corporations or partnerships that are headquartered in the United States a tax credit for up to 25% of their costs for the construction of a manufacturing facility and for the purchase of specialized equipment for use at such facility.