Yes.
Your Articles of Incorporation or Articles of Organization are not the same as a business license. Once your LLC or corporation is formed with the Missouri Secretary of State, your municipality may require that your businesses obtain a business license before opening a business in their city.
A business license is obtained directly from the local governmental authority.