I've just launched LinkPeelr on App Engine: http://linkpeelr.appspot.com. It was seamless, quick and easy, and the app is getting a bit of traction already. I am estimating that with free quota I can support about 10,000 active users. LinkPeelr is a dead simple web, but this should give you some idea of how far you can scale without spending a cent.