Some states shipping is taxable, and others not. We've found a great resource to assist you in finding out if it is legal for you to charge tax on the shipping amount charged to your customer.
As with any tax related matter, we recommend that you also seek advice from your tax professional and your taxing authority.
Tax Jar: Is Shipping Taxable?
See article, Helpful Sales Tax Information for additional external information.