A wide range of herbal supplements can help with anxiety or reduce your stress levels. These include Ashwagandha, valerian root, magnesium oil, lavender, chamomile and many other herbs and organic supplements. Herbal supplements for anxiety will often also have other benefits, such as supporting your immune system or acting as a sleep aid.