diff --git a/jedi/api/classes.py b/jedi/api/classes.py
index 7bc99fa7..50827221 100644
--- a/jedi/api/classes.py
+++ b/jedi/api/classes.py
@@ -365,10 +365,9 @@ class Completion(BaseDefinition):
     `Completion` objects are returned from :meth:`api.Script.completions`. They
     provide additional information about a completion.
     """
-    def __init__(self, evaluator, name, needs_dot, like_name_length):
+    def __init__(self, evaluator, name, like_name_length):
         super(Completion, self).__init__(evaluator, name)
 
-        self._needs_dot = needs_dot
         self._like_name_length = like_name_length
 
         # Completion objects with the same Completion name (which means
@@ -376,22 +375,18 @@ class Completion(BaseDefinition):
         self._same_name_completions = []
 
     def _complete(self, like_name):
-        dot = '.' if self._needs_dot else ''
         append = ''
         if settings.add_bracket_after_function \
                 and self.type == 'Function':
             append = '('
 
-        if settings.add_dot_after_module:
-            if isinstance(self._definition, tree.Module):
-                append += '.'
         if isinstance(self._definition, tree.Param):
             append += '='
 
         name = str(self._name)
         if like_name:
             name = name[self._like_name_length:]
-        return dot + name + append
+        return name + append
 
     @property
     def complete(self):
diff --git a/jedi/api/completion.py b/jedi/api/completion.py
index cdc74b4e..852823d8 100644
--- a/jedi/api/completion.py
+++ b/jedi/api/completion.py
@@ -29,7 +29,7 @@ def get_call_signature_param_names(call_signatures):
                     yield p._name
 
 
-def filter_names(evaluator, completion_names, needs_dot, like_name):
+def filter_names(evaluator, completion_names, like_name):
     comp_dct = {}
     for name in set(completion_names):
         if settings.case_insensitive_completion \
@@ -43,7 +43,6 @@ def filter_names(evaluator, completion_names, needs_dot, like_name):
             new = classes.Completion(
                 evaluator,
                 name,
-                needs_dot,
                 len(like_name)
             )
             k = (new.name, new.complete)  # key
@@ -74,10 +73,8 @@ class Completion:
             call_signatures = self._call_signatures_method()
             completion_names += get_call_signature_param_names(call_signatures)
 
-        needs_dot = not completion_parts.has_dot and completion_parts.path
-
         completions = filter_names(self._evaluator, completion_names,
-                                   needs_dot, completion_parts.name)
+                                   completion_parts.name)
 
         return sorted(completions, key=lambda x: (x.name.startswith('__'),
                                                   x.name.startswith('_'),
diff --git a/jedi/settings.py b/jedi/settings.py
index fb0b38f5..fe6e856c 100644
--- a/jedi/settings.py
+++ b/jedi/settings.py
@@ -86,13 +86,6 @@ case_insensitive_completion = True
 The completion is by default case insensitive.
 """
 
-add_dot_after_module = False
-"""
-Adds a dot after a module, because a module that is not accessed this way is
-definitely not the normal case. However, in VIM this doesn't work, that's why
-it isn't used at the moment.
-"""
-
 add_bracket_after_function = False
 """
 Adds an opening bracket after a function, because that's normal behaviour.