Youâll know when youâve entered Andrews Chapel because you can feel the hospitality and charm of this growing neighborhood that sits on the Durham- Wake County line. Andrews Chapel is a family-centric, tree-lined community full of lush green spaces, winding sidewalks, and friendly neighbors!