In English, “rare” always has *positive* connotations: “a rare beauty”, “a rare gem”, “a rare book” etc. If something is “rare”, it is often valuable. For negative connotations, we see “weird”, “strange”, “odd”, etc.
(Note: “rare” can also refer to meat that is not cooked for very long. This is neither positive nor negative, but depends upon your tastes.)