You need to have some kind of tax in order to provide military and enforce laws and pay for just enough welfare so that the little guy can get back on his feet when he's fallen down.
Personally I'd prefer the FairTax, a fixed rate sales tax that still helps out the little guy by giving everyone back all the money they taxes they've paid up to all purchases that could've been made with a poverty level salary.