diff --git a/beets/autotag/mb.py b/beets/autotag/mb.py
index 8ceaaefe3..b2ac071f9 100644
--- a/beets/autotag/mb.py
+++ b/beets/autotag/mb.py
@@ -114,9 +114,11 @@ def album_info(release):
 
     # Label name.
     if release.get('label-info-list'):
-        label = release['label-info-list'][0]['label']['name']
-        if label != '[no label]':
-            info.label = label
+        label_info = release['label-info-list'][0]
+        if label_info['label']:
+            label = label_info['label']['name']
+            if label != '[no label]':
+                info.label = label
 
     return info