Browse the top real estate properties in Cold Spring Harbor, Tennessee with Property Profile Report. The average listing price of homes in Cold Spring Harbor is $337,803, where the economy and housing-markets are flourishing! Get started by selecting a Zip code above. The most popular zip codes in Cold Spring Harbor, TN are: 11724 with a median listing price of $337,803.