As other members have said, 'jolly' is only used in England in this way, and it definitely has old-fashioned and slightly upper-class associations. Personally, I do use 'jolly' as an intensifier, sometimes in a slightly jokey way, because I'm conscious that it's very 'English' and somewhat outdated.
Is it weird? It depends who you are. It's not weird for me or for many people that I know. But it would probably be strange for a Scotsman, an Irishman, a Welshman, an American, a Canadian, an Australian, a South African or a New Zealander to say 'Jolly good'. And it would almost certainly be odd for you, as a Belarusian to say this. Non-native speakers of a language are best advised to stick to standard phrases rather than regional variations.