[rjp]

I use PayPal's web payments pro. There is a $20 monthly fee, but based on startup costs and fees it's fairly competitive (and works pretty good, too).

Regardless of the solution you choose you're going to have to build an application to work with the authorization software of your payment provider, so you will likely need to manage a payments database yourself.