So after a substantial amount of inactivity, we are back again. The problems were caused by transferring of site from one hosting service to another, and this is not my fault. One company was bought by another and so all sites from one hosting provider were intercepted by another.
And I would say, they performed quite poor service.
Anyway, after finding a couple of free hours I eventually managed to bring site back to life.