My co-founder and I have $2500 into our business http://shyp.com. This includes the domain name and all server usage to date. We use zipcars to do pickups and are already profitable on a per transaction basis.
We have a large house in SF and rent our extra rooms on Airbnb. This covers rent + food. We have yet to take any external funding.