diff --git a/mopidy/models.py b/mopidy/models.py
index 129c9ba8..ef60ebbe 100644
--- a/mopidy/models.py
+++ b/mopidy/models.py
@@ -21,6 +21,17 @@ class ImmutableObject(object):
             return super(ImmutableObject, self).__setattr__(name, value)
         raise AttributeError('Object is immutable.')
 
+    def __repr__(self):
+        kwarg_pairs = []
+        for (key, value) in sorted(self.__dict__.items()):
+            if isinstance(value, (frozenset, tuple)):
+                value = list(value)
+            kwarg_pairs.append('%s=%s' % (key, repr(value)))
+        return '%(classname)s(%(kwargs)s)' % {
+            'classname': self.__class__.__name__,
+            'kwargs': ', '.join(kwarg_pairs),
+        }
+
     def __hash__(self):
         hash_sum = 0
         for key, value in self.__dict__.items():
diff --git a/tests/models_test.py b/tests/models_test.py
index 101ba877..9657c562 100644
--- a/tests/models_test.py
+++ b/tests/models_test.py
@@ -73,6 +73,11 @@ class ArtistTest(unittest.TestCase):
         test = lambda: Artist(foo='baz')
         self.assertRaises(TypeError, test)
 
+    def test_repr(self):
+        self.assertEquals(
+            "Artist(name='name', uri='uri')",
+            repr(Artist(uri='uri', name='name')))
+
     def test_eq_name(self):
         artist1 = Artist(name=u'name')
         artist2 = Artist(name=u'name')
@@ -164,6 +169,16 @@ class AlbumTest(unittest.TestCase):
         test = lambda: Album(foo='baz')
         self.assertRaises(TypeError, test)
 
+    def test_repr_without_artists(self):
+        self.assertEquals(
+            "Album(artists=[], name='name', uri='uri')",
+            repr(Album(uri='uri', name='name')))
+
+    def test_repr_with_artists(self):
+        self.assertEquals(
+            "Album(artists=[Artist(name='foo')], name='name', uri='uri')",
+            repr(Album(uri='uri', name='name', artists=[Artist(name='foo')])))
+
     def test_eq_name(self):
         album1 = Album(name=u'name')
         album2 = Album(name=u'name')
@@ -319,6 +334,16 @@ class TrackTest(unittest.TestCase):
         test = lambda: Track(foo='baz')
         self.assertRaises(TypeError, test)
 
+    def test_repr_without_artists(self):
+        self.assertEquals(
+            "Track(artists=[], name='name', uri='uri')",
+            repr(Track(uri='uri', name='name')))
+
+    def test_repr_with_artists(self):
+        self.assertEquals(
+            "Track(artists=[Artist(name='foo')], name='name', uri='uri')",
+            repr(Track(uri='uri', name='name', artists=[Artist(name='foo')])))
+
     def test_eq_uri(self):
         track1 = Track(uri=u'uri1')
         track2 = Track(uri=u'uri1')
@@ -551,6 +576,17 @@ class PlaylistTest(unittest.TestCase):
         test = lambda: Playlist(foo='baz')
         self.assertRaises(TypeError, test)
 
+    def test_repr_without_tracks(self):
+        self.assertEquals(
+            "Playlist(name='name', tracks=[], uri='uri')",
+            repr(Playlist(uri='uri', name='name')))
+
+    def test_repr_with_tracks(self):
+        self.assertEquals(
+            "Playlist(name='name', tracks=[Track(artists=[], name='foo')], "
+            "uri='uri')",
+            repr(Playlist(uri='uri', name='name', tracks=[Track(name='foo')])))
+
     def test_eq(self):
         # FIXME missing all equal and hash tests
         raise SkipTest