diff --git a/jedi/api/__init__.py b/jedi/api/__init__.py
index 6aa11f2c..de1d24bb 100644
--- a/jedi/api/__init__.py
+++ b/jedi/api/__init__.py
@@ -204,11 +204,11 @@ class Script(object):
             scopes = list(self._prepare_goto(path, True))
         except NotFoundError:
             scopes = []
-            scope_generator = get_names_of_scope(self._evaluator,
-                                                 self._parser.user_scope(),
-                                                 self._pos)
+            scope_names_generator = get_names_of_scope(self._evaluator,
+                                                       self._parser.user_scope(),
+                                                       self._pos)
             completions = []
-            for scope, name_list in scope_generator:
+            for scope, name_list in scope_names_generator:
                 for c in name_list:
                     completions.append((c, scope))
         else:
diff --git a/jedi/evaluate/finder.py b/jedi/evaluate/finder.py
index 5f385657..1ceccc2d 100644
--- a/jedi/evaluate/finder.py
+++ b/jedi/evaluate/finder.py
@@ -44,9 +44,11 @@ class NameFinder(object):
         if search_global:
             return get_names_of_scope(self._evaluator, self.scope, self.position)
         else:
-            if isinstance(self.scope, er.Instance):
-                return self.scope.scope_generator()
-            else:
+            try:
+                # Use scope generators if parts of it (e.g. sub classes or star
+                # imports).
+                gen = self.scope.scope_names_generator
+            except AttributeError:
                 if isinstance(self.scope, er.Class):
                     # classes are only available directly via chaining?
                     # strange stuff...
@@ -54,14 +56,16 @@ class NameFinder(object):
                 else:
                     names = _get_defined_names_for_position(self.scope, self.position)
                 return iter([(self.scope, names)])
+            else:
+                return gen()
 
-    def filter_name(self, scope_generator):
+    def filter_name(self, scope_names_generator):
         """
         Filters all variables of a scope (which are defined in the
-        `scope_generator`), until the name fits.
+        `scope_names_generator`), until the name fits.
         """
         result = []
-        for nscope, name_list in scope_generator:
+        for nscope, name_list in scope_names_generator:
             break_scopes = []
             if not isinstance(nscope, compiled.CompiledObject):
                 # Here is the position stuff happening (sorting of variables).
@@ -448,7 +452,7 @@ def get_names_of_scope(evaluator, scope, position=None, star_search=True, includ
                 and scope.type() == 'class' and in_func_scope != scope):
             try:
                 if isinstance(scope, er.Instance):
-                    for g in scope.scope_generator():
+                    for g in scope.scope_names_generator():
                         yield g
                 else:
                     yield scope, _get_defined_names_for_position(scope, position, in_func_scope)
diff --git a/jedi/evaluate/imports.py b/jedi/evaluate/imports.py
index 43388e20..59e73a7b 100644
--- a/jedi/evaluate/imports.py
+++ b/jedi/evaluate/imports.py
@@ -178,7 +178,9 @@ class ImportWrapper(pr.Base):
             else:
                 scopes = [scope]
 
-            scopes += remove_star_imports(self._evaluator, scope)
+            star_imports = remove_star_imports(self._evaluator, scope)
+            if star_imports:
+                scopes = [StarImportModule(scopes[0], star_imports)]
 
             # follow the rest of the import (not FS -> classes, functions)
             if len(rest) > 1 or rest and self.is_like_search:
@@ -235,8 +237,33 @@ class NestedImportModule(pr.Module):
         return getattr(self._module, name)
 
     def __repr__(self):
-        return "<%s: %s>" % (self.__class__.__name__,
-                             self._module)
+        return "<%s: %s>" % (self.__class__.__name__, self._module)
+
+
+class StarImportModule(pr.Module):
+    """
+    Used if a module contains star imports.
+    """
+    def __init__(self, module, star_import_modules):
+        self._module = module
+        self.star_import_modules = star_import_modules
+
+    def scope_names_generator(self):
+        yield self._module, self._module.get_defined_names()
+        for s in self.star_import_modules:
+            yield s, s.get_defined_names()
+
+    def get_defined_names(self):
+        result = self._module.get_defined_names()
+        for m in self.star_import_modules:
+            result += m.get_defined_names()
+        return result
+
+    def __getattr__(self, name):
+        return getattr(self._module, name)
+
+    def __repr__(self):
+        return "<%s: %s>" % (self.__class__.__name__, self._module)
 
 
 def get_importer(evaluator, import_path, module, level=0):
@@ -456,6 +483,8 @@ def remove_star_imports(evaluator, scope, ignored_modules=()):
 
     and follow these modules.
     """
+    if isinstance(scope, StarImportModule):
+        return scope.star_import_modules
     modules = strip_imports(evaluator, (i for i in scope.get_imports() if i.star))
     new = []
     for m in modules:
diff --git a/jedi/evaluate/representation.py b/jedi/evaluate/representation.py
index 070e502f..e367c10a 100644
--- a/jedi/evaluate/representation.py
+++ b/jedi/evaluate/representation.py
@@ -149,7 +149,7 @@ class Instance(use_metaclass(CachedMetaClass, Executable)):
             names.append(InstanceElement(self._evaluator, self, var, True))
         return names
 
-    def scope_generator(self):
+    def scope_names_generator(self):
         """
         An Instance has two scopes: The scope with self names and the class
         scope. Instance variables have priority over the class scope.