Manicotti, which means 'sleeves' or 'muff' in Italian, is a crepe stuffed with a meat or cheese filling. A lot of websites, even popular cooking blogs that come up first in web searches, say it is the same as Cannelloni, but there is a distinct difference. Cannelloni is made from pasta dough.