Yes, Buspar (buspirone) can cause nervousness and anxiety as a side effect. If you get this side effect, then you should talk to your doctor about whether or not to continue with it. Fortunately, there are natural alternatives for anxiety which are not associated with the side effects of prescription medications, such as KalmPro.