diff --git a/jedi/parsing.py b/jedi/parsing.py
index 6d38485f..b34185c7 100644
--- a/jedi/parsing.py
+++ b/jedi/parsing.py
@@ -1702,7 +1702,8 @@ class PyFuzzyParser(object):
                     # multiple statements because of with
                     inits = []
                     first = True
-                    while first or command == 'with' and tok != ':':
+                    while first or command == 'with' \
+                                                and tok not in [':', '\n']:
                         statement, tok = \
                             self._parse_statement(added_breaks=added_breaks)
                         if command == 'except' and tok in added_breaks:
diff --git a/test/regression.py b/test/regression.py
index 1790f399..def39e81 100755
--- a/test/regression.py
+++ b/test/regression.py
@@ -161,6 +161,10 @@ class TestRegression(unittest.TestCase):
         s = "import time; abc = time; abc.sleep("
         assert check(self.get_in_function_call(s), 'sleep', 0)
 
+        # jedi-vim #9
+        s = "with open("
+        assert check(self.get_in_function_call(s), 'open', 0)
+
     def test_add_dynamic_mods(self):
         api.settings.additional_dynamic_modules = ['dynamic.py']
         # Fictional module that defines a function.