Don't underestimate his power though, otherwise you'll end up as a newt or something. He isn't as bumbling as he looks, he was able to steal the sword of the Witch-King. He also apparently owns a TARDIS, although that might be someone else who looked like him at one point.
Apparently Radagast eats mushrooms a lot. Hmm.