Traditional Russian tea is made in a Samovar. You can use any tea for making the concentrate. Just add hot water later for a quick cup of tea.
Although this recipe specifies 7 servings, it would depend on how strong you like yoru tea. The more tea leaves you use for the concentrate and the longer you brew the tea, the stronger will be your brew. You can later adjust this by diluting the brew as per taste.