If you're buying lima beans, look for uncracked, plump, and whole lima beans. Avoid lima beans that look spotted, dried, yellowish, or wilted. Also, you can choose to buy fresh lima beans at specialty grocery stores or farmers' markets. Consider storing fresh Lima beans whole.