You know, I searched all around for something like that and really couldn't find what you want on one site. Many for different Presidents themselves though. You would have to search by each President you want the info on. But maybe this will help some.
US Federal Individual Income Tax Rates History, 1862-2013
taxfoundation.org/.../us-federal-individual-income-tax-ra.