Unable to connect to the Microsoft Visual Studio 2010 Remote Debugging Monitor in service mode

Rarely I need to use Visual Studio Remote Debugger to debug Native application. It always big pain to configure everything correctly. But today I needed to run Remote Debugger as service, so I can debug another service, when no any user is logged onto computer. First strange thing I noticed, that I am able to …