The best types of vegetables to use in vegetable broth include garlic, onions (including ends and skin), carrots (and green carrot tops), celery (both stalks and leafy greens), tomatoes (including trimmed ends), potatoes (and potato skin), and mushrooms. Avoid using broccoli, cauliflower, Brussels sprouts, and cabbage because they can give your dish an unwanted bitter taste.