diff --git a/doc/source/v0.14.1.txt b/doc/source/v0.14.1.txt
index 586e47ff4f303..1c564fbf76f59 100644
--- a/doc/source/v0.14.1.txt
+++ b/doc/source/v0.14.1.txt
@@ -164,11 +164,6 @@ Bug Fixes
 
 
 
-- Bug in ``.ix`` getitem should always return a Series (:issue:`7150`)
-
-
-
-
 
 
 
@@ -216,3 +211,6 @@ Bug Fixes
   (:issue:`7366`).
 - Bug where ``NDFrame.replace()`` didn't correctly replace objects with
   ``Period`` values (:issue:`7379`).
+- Bug in ``.ix`` getitem should always return a Series (:issue:`7150`)
+- Bug in multi-index slicing with incomplete indexers (:issue:`7399`)
+- Bug in multi-index slicing with a step in a sliced level (:issue:`7400`)
diff --git a/pandas/core/index.py b/pandas/core/index.py
index fbadd92c1329c..69edf8d9c3f42 100644
--- a/pandas/core/index.py
+++ b/pandas/core/index.py
@@ -3526,11 +3526,11 @@ def _get_level_indexer(self, key, level=0):
             # handle a slice, returnig a slice if we can
             # otherwise a boolean indexer
 
-            start = level_index.get_loc(key.start)
-            stop  = level_index.get_loc(key.stop)
+            start = level_index.get_loc(key.start or  0)
+            stop  = level_index.get_loc(key.stop or len(level_index)-1)
             step = key.step
 
-            if level > 0 or self.lexsort_depth == 0:
+            if level > 0 or self.lexsort_depth == 0 or step is not None:
                 # need to have like semantics here to right
                 # searching as when we are using a slice
                 # so include the stop+1 (so we include stop)
diff --git a/pandas/tests/test_indexing.py b/pandas/tests/test_indexing.py
index 7610ccc6cdf73..1945236f4efe8 100644
--- a/pandas/tests/test_indexing.py
+++ b/pandas/tests/test_indexing.py
@@ -1325,6 +1325,29 @@ def test_loc_multiindex(self):
         result = df.loc[[1,2]]
         assert_frame_equal(result, expected)
 
+        # GH 7399
+        # incomplete indexers
+        s = pd.Series(np.arange(15,dtype='int64'),MultiIndex.from_product([range(5), ['a', 'b', 'c']]))
+        expected = s.loc[:, 'a':'c']
+
+        result = s.loc[0:4, 'a':'c']
+        assert_series_equal(result, expected)
+        assert_series_equal(result, expected)
+
+        result = s.loc[:4, 'a':'c']
+        assert_series_equal(result, expected)
+        assert_series_equal(result, expected)
+
+        result = s.loc[0:, 'a':'c']
+        assert_series_equal(result, expected)
+        assert_series_equal(result, expected)
+
+        # GH 7400
+        # multiindexer gettitem with list of indexers skips wrong element
+        s = pd.Series(np.arange(15,dtype='int64'),MultiIndex.from_product([range(5), ['a', 'b', 'c']]))
+        expected = s.iloc[[6,7,8,12,13,14]]
+        result = s.loc[2:4:2, 'a':'c']
+        assert_series_equal(result, expected)
 
     def test_series_getitem_multiindex(self):