Country Club of Lexington is an affordable, private club located south of the city of Lexington. South Carolina. The Country Club of Lexington is convenient to the entire Columbia area.? In addition to the golf course, the club offers several other amenities including an Olympic size swimming pool, seven tennis courts, a grill area, and banquet/meeting rooms.