Run bitcoin-qt at startup of Windows server

I am running Bitcoin-qt on my server. I use .Net library to query it through windows services.
It all works when I start bitcoin-qt manually.
But if the server is restarted, I see that it is running in task manager (bitcoin-qt.exe), but it is not available for services.
I also tried to run it as administrator using the scheduler, but this did not help.