It shall be unlawful for any taxicab or other motor vehicle performing a taxicab service to operate on an intrastate basis on any public highway in the Commonwealth outside the corporate limits of incorporated cities or towns without first obtaining from the Department a permit in accordance with the provisions of this chapter.