Secluded tea house off Wenseslas Square - wander off into a small and very quiet courtyard. Not cheap, but has a stupendous selection of black, white and green teas amongst others. Also has nice "ceremony" about it all. Great atmosphere.
Vaclavske namesti 14, Praha 1; www.tea.cz