CloudFoundry is great to build a PaaS on your own servers and want to manage it. However if you really don't want to manage and run an infrastructure then you would probably don't want to run a system like CloudFoundry!
I assumed (perhaps wrongly) that if you don't want to deal with infrastructure you'd prefer PaaS solutions like Heroku and therefore you wouldn't want to manage not only a software package like CloudFoundry but also the servers that run it.
When you don't want to run the servers yourself, you can use services like appfog and nodejitsu (there may be more like those), which run a CloudFoundry stack.
When you decide "Hey, I want to run it on my server(s)", then you just setup their open source stack (there's even an automatic setup process for this) on your server and you're running on your own machine.
I assume I can't do that with your service, can I?