diff --git a/setup.py b/setup.py
index 963da4751..06df6ec3b 100755
--- a/setup.py
+++ b/setup.py
@@ -29,8 +29,9 @@ setup(name='beets',
 
       The purpose of beets is to get your music collection right once
       and for all. It catalogs your collection, automatically
-      improving its metadata as it goes. It then provides a set of
-      tools for manipulating and accessing your music.
+      improving its metadata as it goes using the MusicBrainz database.
+      It then provides a set of tools for manipulating and accessing
+      your music.
       
       Beets also includes a music player that implements the MPD
       protocol, so you can play music in your beets library using any
@@ -51,8 +52,5 @@ setup(name='beets',
           'cmdln',
           'eventlet >= 0.9.3',
       ],
-
-      # The munkres module doesn't have any working download links.
-      dependency_links=['http://beets.radbox.org/packages/'],
 )