Perennial. Perennial. Catnip is a multi-purpose plant. The tea is very pleasant with a lemon-mint flavor and fragrance. Along with fresh catnip planted in containers indoors, catnip toys will provide your cats with hours of fun. But be warned; they may ignore you for a while! Catnip is very hardy and grows in almost any soil; self-sows readily.