For any online effort, the servers matter as much as the tools used. Even in today's push for cloud computing or software as a service, everything still depends on servers.
When we began, our server needs were very simple. We ran everything on a pair of virtual machines running on Amazon's Web Service. We outgrew this after a few months, and migrated several systems over to a setup on Rackspace.