Avoid using starchy vegetables, such as potatoes. They create a cloudy, somewhat gummy stock. Softer veggies like green beans or zucchini should also be avoided since they turn bitter when cooked for a long time.
When making other recipes, save veggie scraps such as carrot peels, onion skins, or fennel fronds. Freeze to use in veggie stock.