The Collaborative International Dictionary of English v.0.48:

Autocephalous \Au`to*ceph"a*lous\, a. [Gr. ? independent; ? self
   + ? head.] (Eccl. Hist.)
   Having its own head; independent of episcopal or patriarchal
   jurisdiction, as certain Greek churches.
   [1913 Webster]