Clarksville is a hamlet in the town of New Scotland, Albany County, New York. It is situated along Delaware Turnpike in the southern part of the town at the foot of the Helderberg Escarpment. It is the site of the Clarksville Cave and has an annual Clarksville Heritage Day and Car Show.