diff --git a/headphones/lastfm.py b/headphones/lastfm.py
index 8f906d5f..db3e1aec 100644
--- a/headphones/lastfm.py
+++ b/headphones/lastfm.py
@@ -149,7 +149,10 @@ def getTagTopArtists(tag, limit=50):
         logger.debug("Fetched %d artists from Last.FM", len(artists))
 
         for artist in artists:
-            artist_mbid = artist["mbid"]
+            try:
+                artist_mbid = artist["mbid"]
+            except KeyError:
+                continue
 
             if not any(artist_mbid in x for x in results):
                 artistlist.append(artist_mbid)