Mammoth Uncensored Word List:
14 words ending with li, 10 letters long

altocumuli aspergilli canaliculi convolvuli ithyphalli microvilli piccalilli podophylli precalculi ritornelli saltarelli sirenomeli ventriculi vermicelli