 Simply bring them home and store them on the counter, and that's what you want to do. You do not want to store any tomatoes in the refrigerator at any time. Cluster Tomatoes. If you want a great recipe of Cluster Tomatoes sauce, log on to TonyTantillo.com. What blinding flash of brilliance is on Coast to Coast AM tonight?