diff --git a/Doc/c-api/exceptions.rst b/Doc/c-api/exceptions.rst
index c0c30a0..1bdcdd3 100644
--- a/Doc/c-api/exceptions.rst
+++ b/Doc/c-api/exceptions.rst
@@ -686,6 +686,8 @@
 +-----------------------------------------+---------------------------------+----------+
 | :c:data:`PyExc_ImportError`             | :exc:`ImportError`              |          |
 +-----------------------------------------+---------------------------------+----------+
+| :c:data:`PyExc_ModuleNotFoundError`     | :exc:`ModuleNotFoundError`      |          |
++-----------------------------------------+---------------------------------+----------+
 | :c:data:`PyExc_IndexError`              | :exc:`IndexError`               |          |
 +-----------------------------------------+---------------------------------+----------+
 | :c:data:`PyExc_InterruptedError`        | :exc:`InterruptedError`         |          |
diff --git a/Doc/library/exceptions.rst b/Doc/library/exceptions.rst
index ece035d..933667c 100644
--- a/Doc/library/exceptions.rst
+++ b/Doc/library/exceptions.rst
@@ -169,8 +169,8 @@
 
 .. exception:: ImportError
 
-   Raised when an :keyword:`import` statement fails to find the module definition
-   or when a ``from ... import`` fails to find a name that is to be imported.
+   Raised when the :keyword:`import` statement has troubles trying to load a
+   module.
 
    The :attr:`name` and :attr:`path` attributes can be set using keyword-only
    arguments to the constructor. When set they represent the name of the module
@@ -180,6 +180,15 @@
    .. versionchanged:: 3.3
       Added the :attr:`name` and :attr:`path` attributes.
 
+.. exception:: ModuleNotFoundError
+
+   A subclass of :exc:`ImportError` which is raised by :keyword:`import` when a
+   module could not be located. This includes ``from ... import`` statements as
+   the specific attribute being requested cannot be known a priori to be a module
+   or some other type of object.
+
+   .. versionadded:: 3.4
+
 
 .. exception:: IndexError
 
diff --git a/Doc/whatsnew/3.4.rst b/Doc/whatsnew/3.4.rst
index 468ba1f..23ccae2 100644
--- a/Doc/whatsnew/3.4.rst
+++ b/Doc/whatsnew/3.4.rst
@@ -137,6 +137,9 @@
 
 * Unicode database updated to UCD version 6.2.
 
+* Import now raises the new exception :exc:`ModuleNotFoundError` (subclass of
+  :exc:`ImportError`) when it cannot find something.
+
 
 
 New Modules
diff --git a/Include/pyerrors.h b/Include/pyerrors.h
index af37410..2e66c0e 100644
--- a/Include/pyerrors.h
+++ b/Include/pyerrors.h
@@ -152,6 +152,7 @@
 PyAPI_DATA(PyObject *) PyExc_FloatingPointError;
 PyAPI_DATA(PyObject *) PyExc_OSError;
 PyAPI_DATA(PyObject *) PyExc_ImportError;
+PyAPI_DATA(PyObject *) PyExc_ModuleNotFoundError;
 PyAPI_DATA(PyObject *) PyExc_IndexError;
 PyAPI_DATA(PyObject *) PyExc_KeyError;
 PyAPI_DATA(PyObject *) PyExc_KeyboardInterrupt;
diff --git a/Lib/importlib/_bootstrap.py b/Lib/importlib/_bootstrap.py
index e477b55..cd41336 100644
--- a/Lib/importlib/_bootstrap.py
+++ b/Lib/importlib/_bootstrap.py
@@ -1553,11 +1553,7 @@
             raise ImportError(msg, name=name)
     loader = _find_module(name, path)
     if loader is None:
-        exc = ImportError(_ERR_MSG.format(name), name=name)
-        # TODO(brett): switch to a proper ModuleNotFound exception in Python
-        # 3.4.
-        exc._not_found = True
-        raise exc
+        raise ModuleNotFoundError(_ERR_MSG.format(name), name=name)
     elif name not in sys.modules:
         # The parent import may have already imported this module.
         loader.load_module(name)
@@ -1643,15 +1639,12 @@
                 from_name = '{}.{}'.format(module.__name__, x)
                 try:
                     _call_with_frames_removed(import_, from_name)
-                except ImportError as exc:
+                except ModuleNotFoundError as exc:
                     # Backwards-compatibility dictates we ignore failed
                     # imports triggered by fromlist for modules that don't
                     # exist.
-                    # TODO(brett): In Python 3.4, have import raise
-                    #   ModuleNotFound and catch that.
-                    if getattr(exc, '_not_found', False):
-                        if exc.name == from_name:
-                            continue
+                    if exc.name == from_name:
+                        continue
                     raise
     return module
 
diff --git a/Lib/pydoc.py b/Lib/pydoc.py
index 3f6fdf0..6a2b44a 100755
--- a/Lib/pydoc.py
+++ b/Lib/pydoc.py
@@ -317,7 +317,7 @@
         elif exc is SyntaxError:
             # A SyntaxError occurred before we could execute the module.
             raise ErrorDuringImport(value.filename, info)
-        elif exc is ImportError and value.name == path:
+        elif issubclass(exc, ImportError) and value.name == path:
             # No such module in the path.
             return None
         else:
diff --git a/Lib/test/exception_hierarchy.txt b/Lib/test/exception_hierarchy.txt
index 1c1f69f..88e1b81 100644
--- a/Lib/test/exception_hierarchy.txt
+++ b/Lib/test/exception_hierarchy.txt
@@ -13,6 +13,7 @@
       +-- BufferError
       +-- EOFError
       +-- ImportError
+           +-- ModuleNotFoundError
       +-- LookupError
       |    +-- IndexError
       |    +-- KeyError
diff --git a/Lib/test/test_exceptions.py b/Lib/test/test_exceptions.py
index 2f39d4b..f0851bd 100644
--- a/Lib/test/test_exceptions.py
+++ b/Lib/test/test_exceptions.py
@@ -953,8 +953,5 @@
             self.assertEqual(str(arg), str(exc))
 
 
-def test_main():
-    run_unittest(ExceptionTests, ImportErrorTests)
-
 if __name__ == '__main__':
     unittest.main()
diff --git a/Lib/test/test_import.py b/Lib/test/test_import.py
index 9c14e15..805e9ed 100644
--- a/Lib/test/test_import.py
+++ b/Lib/test/test_import.py
@@ -68,7 +68,15 @@
     def tearDown(self):
         unload(TESTFN)
 
-    setUp = tearDown
+    def test_import_raises_ModuleNotFoundError(self):
+        with self.assertRaises(ModuleNotFoundError):
+            import something_that_should_not_exist_anywhere
+
+    def test_from_import_raises_ModuleNotFoundError(self):
+        with self.assertRaises(ModuleNotFoundError):
+            from something_that_should_not_exist_anywhere import blah
+        with self.assertRaises(ModuleNotFoundError):
+            from importlib import something_that_should_not_exist_anywhere
 
     def test_case_sensitivity(self):
         # Brief digression to test that import is case-sensitive:  if we got
@@ -487,7 +495,7 @@
             header = f.read(12)
             code = marshal.load(f)
         constants = list(code.co_consts)
-        foreign_code = test_main.__code__
+        foreign_code = importlib.import_module.__code__
         pos = constants.index(1)
         constants[pos] = foreign_code
         code = type(code)(code.co_argcount, code.co_kwonlyargcount,
@@ -1014,16 +1022,5 @@
             importlib.SourceLoader.load_module = old_load_module
 
 
-def test_main(verbose=None):
-    run_unittest(ImportTests, PycacheTests, FilePermissionTests,
-                 PycRewritingTests, PathsTests, RelativeImportTests,
-                 OverridingImportBuiltinTests,
-                 ImportlibBootstrapTests,
-                 TestSymbolicallyLinkedPackage,
-                 ImportTracebackTests)
-
-
 if __name__ == '__main__':
-    # Test needs to be a package, so we can do relative imports.
-    from test.test_import import test_main
-    test_main()
+    unittest.main()
diff --git a/Lib/test/test_importlib/import_/test_api.py b/Lib/test/test_importlib/import_/test_api.py
index 3d4cd94..6aca6dc 100644
--- a/Lib/test/test_importlib/import_/test_api.py
+++ b/Lib/test/test_importlib/import_/test_api.py
@@ -22,6 +22,10 @@
     """Test API-specific details for __import__ (e.g. raising the right
     exception when passing in an int for the module name)."""
 
+    def test_raises_ModuleNotFoundError(self):
+        with self.assertRaises(ModuleNotFoundError):
+            util.import_('some module that does not exist')
+
     def test_name_requires_rparition(self):
         # Raise TypeError if a non-string is passed in for the module name.
         with self.assertRaises(TypeError):
diff --git a/Lib/test/test_importlib/import_/test_fromlist.py b/Lib/test/test_importlib/import_/test_fromlist.py
index c16c337..9aa27a0 100644
--- a/Lib/test/test_importlib/import_/test_fromlist.py
+++ b/Lib/test/test_importlib/import_/test_fromlist.py
@@ -69,16 +69,16 @@
                 self.assertTrue(hasattr(module, 'module'))
                 self.assertEqual(module.module.__name__, 'pkg.module')
 
-    def test_module_from_package_triggers_ImportError(self):
-        # If a submodule causes an ImportError because it tries to import
-        # a module which doesn't exist, that should let the ImportError
+    def test_module_from_package_triggers_ModuleNotFoundError(self):
+        # If a submodule causes an ModuleNotFoundError because it tries to import
+        # a module which doesn't exist, that should let the ModuleNotFoundError
         # propagate.
         def module_code():
             import i_do_not_exist
         with util.mock_modules('pkg.__init__', 'pkg.mod',
                                module_code={'pkg.mod': module_code}) as importer:
             with util.import_state(meta_path=[importer]):
-                with self.assertRaises(ImportError) as exc:
+                with self.assertRaises(ModuleNotFoundError) as exc:
                     import_util.import_('pkg', fromlist=['mod'])
                 self.assertEqual('i_do_not_exist', exc.exception.name)
 
diff --git a/Lib/test/test_pydoc.py b/Lib/test/test_pydoc.py
index 399f818..95ef115 100644
--- a/Lib/test/test_pydoc.py
+++ b/Lib/test/test_pydoc.py
@@ -206,7 +206,7 @@
 missing_pattern = "no Python documentation found for '%s'"
 
 # output pattern for module with bad imports
-badimport_pattern = "problem in %s - ImportError: No module named %r"
+badimport_pattern = "problem in %s - ModuleNotFoundError: No module named %r"
 
 def run_pydoc(module_name, *args, **env):
     """
diff --git a/Lib/test/test_site.py b/Lib/test/test_site.py
index 9c7840f..06d7bd7 100644
--- a/Lib/test/test_site.py
+++ b/Lib/test/test_site.py
@@ -131,7 +131,7 @@
             re.escape(os.path.join(pth_dir, pth_fn)))
         # XXX: ditto previous XXX comment.
         self.assertRegex(err_out.getvalue(), 'Traceback')
-        self.assertRegex(err_out.getvalue(), 'ImportError')
+        self.assertRegex(err_out.getvalue(), 'ModuleNotFoundError')
 
     @unittest.skipIf(sys.platform == "win32", "Windows does not raise an "
                       "error for file paths containing null characters")
diff --git a/Misc/NEWS b/Misc/NEWS
index 3fc6183..50158a7 100644
--- a/Misc/NEWS
+++ b/Misc/NEWS
@@ -10,6 +10,9 @@
 Core and Builtins
 -----------------
 
+- Issue #15767: Introduce ModuleNotFoundError which is raised when a module
+  could not be found.
+
 - Issue #18183: Fix various unicode operations on strings with large unicode
   codepoints.
 
diff --git a/Objects/exceptions.c b/Objects/exceptions.c
index 79bbb8f..23f6605 100644
--- a/Objects/exceptions.c
+++ b/Objects/exceptions.c
@@ -710,6 +710,13 @@
                         "module.");
 
 /*
+ *    ModuleNotFoundError extends ImportError
+ */
+
+MiddlingExtendsException(PyExc_ImportError, ModuleNotFoundError, ImportError,
+                         "Module not found.");
+
+/*
  *    OSError extends Exception
  */
 
@@ -2395,6 +2402,7 @@
     PRE_INIT(SystemExit)
     PRE_INIT(KeyboardInterrupt)
     PRE_INIT(ImportError)
+    PRE_INIT(ModuleNotFoundError)
     PRE_INIT(OSError)
     PRE_INIT(EOFError)
     PRE_INIT(RuntimeError)
@@ -2465,6 +2473,7 @@
     POST_INIT(SystemExit)
     POST_INIT(KeyboardInterrupt)
     POST_INIT(ImportError)
+    POST_INIT(ModuleNotFoundError)
     POST_INIT(OSError)
     INIT_ALIAS(EnvironmentError, OSError)
     INIT_ALIAS(IOError, OSError)
diff --git a/Python/ceval.c b/Python/ceval.c
index e184ef6..1e2637c 100644
--- a/Python/ceval.c
+++ b/Python/ceval.c
@@ -4588,7 +4588,7 @@
 
     x = PyObject_GetAttr(v, name);
     if (x == NULL && PyErr_ExceptionMatches(PyExc_AttributeError)) {
-        PyErr_Format(PyExc_ImportError, "cannot import name %S", name);
+        PyErr_Format(PyExc_ModuleNotFoundError, "cannot import name %S", name);
     }
     return x;
 }
diff --git a/Python/importlib.h b/Python/importlib.h
index ce905d9..4067631 100644
--- a/Python/importlib.h
+++ b/Python/importlib.h
@@ -3123,8 +3123,8 @@
     6,1,15,1,15,1,15,1,6,2,27,1,19,1,114,64,
     1,0,0,117,20,0,0,0,78,111,32,109,111,100,117,108,
     101,32,110,97,109,101,100,32,123,33,114,125,99,2,0,0,
-    0,0,0,0,0,9,0,0,0,27,0,0,0,67,0,0,
-    0,115,21,2,0,0,100,0,0,125,2,0,124,0,0,106,
+    0,0,0,0,0,8,0,0,0,27,0,0,0,67,0,0,
+    0,115,6,2,0,0,100,0,0,125,2,0,124,0,0,106,
     0,0,100,1,0,131,1,0,100,2,0,25,125,3,0,124,
     3,0,114,178,0,124,3,0,116,1,0,106,2,0,107,7,
     0,114,62,0,116,3,0,124,1,0,124,3,0,131,2,0,
@@ -3137,50 +3137,49 @@
     0,124,5,0,100,4,0,124,0,0,131,1,1,130,1,0,
     89,113,178,0,88,110,0,0,116,9,0,124,0,0,124,2,
     0,131,2,0,125,6,0,124,6,0,100,0,0,107,8,0,
-    114,250,0,116,8,0,116,6,0,106,7,0,124,0,0,131,
-    1,0,100,4,0,124,0,0,131,1,1,125,7,0,100,5,
-    0,124,7,0,95,10,0,124,7,0,130,1,0,110,47,0,
-    124,0,0,116,1,0,106,2,0,107,7,0,114,41,1,124,
-    6,0,106,11,0,124,0,0,131,1,0,1,116,12,0,100,
-    6,0,124,0,0,124,6,0,131,3,0,1,110,0,0,116,
-    1,0,106,2,0,124,0,0,25,125,8,0,124,3,0,114,
-    105,1,116,1,0,106,2,0,124,3,0,25,125,4,0,116,
-    13,0,124,4,0,124,0,0,106,0,0,100,1,0,131,1,
-    0,100,7,0,25,124,8,0,131,3,0,1,110,0,0,116,
-    14,0,124,8,0,100,8,0,100,0,0,131,3,0,100,0,
-    0,107,8,0,114,212,1,121,59,0,124,8,0,106,15,0,
-    124,8,0,95,16,0,116,17,0,124,8,0,100,9,0,131,
-    2,0,115,187,1,124,8,0,106,16,0,106,0,0,100,1,
-    0,131,1,0,100,2,0,25,124,8,0,95,16,0,110,0,
-    0,87,113,212,1,4,116,5,0,107,10,0,114,208,1,1,
-    1,1,89,113,212,1,88,110,0,0,116,14,0,124,8,0,
-    100,10,0,100,0,0,131,3,0,100,0,0,107,8,0,114,
-    17,2,121,13,0,124,6,0,124,8,0,95,18,0,87,113,
-    17,2,4,116,5,0,107,10,0,114,13,2,1,1,1,89,
-    113,17,2,88,110,0,0,124,8,0,83,40,11,0,0,0,
-    78,114,103,0,0,0,114,70,0,0,0,117,21,0,0,0,
-    59,32,123,125,32,105,115,32,110,111,116,32,97,32,112,97,
-    99,107,97,103,101,114,66,0,0,0,84,117,18,0,0,0,
+    114,235,0,116,10,0,116,6,0,106,7,0,124,0,0,131,
+    1,0,100,4,0,124,0,0,131,1,1,130,1,0,110,47,
+    0,124,0,0,116,1,0,106,2,0,107,7,0,114,26,1,
+    124,6,0,106,11,0,124,0,0,131,1,0,1,116,12,0,
+    100,5,0,124,0,0,124,6,0,131,3,0,1,110,0,0,
+    116,1,0,106,2,0,124,0,0,25,125,7,0,124,3,0,
+    114,90,1,116,1,0,106,2,0,124,3,0,25,125,4,0,
+    116,13,0,124,4,0,124,0,0,106,0,0,100,1,0,131,
+    1,0,100,6,0,25,124,7,0,131,3,0,1,110,0,0,
+    116,14,0,124,7,0,100,7,0,100,0,0,131,3,0,100,
+    0,0,107,8,0,114,197,1,121,59,0,124,7,0,106,15,
+    0,124,7,0,95,16,0,116,17,0,124,7,0,100,8,0,
+    131,2,0,115,172,1,124,7,0,106,16,0,106,0,0,100,
+    1,0,131,1,0,100,2,0,25,124,7,0,95,16,0,110,
+    0,0,87,113,197,1,4,116,5,0,107,10,0,114,193,1,
+    1,1,1,89,113,197,1,88,110,0,0,116,14,0,124,7,
+    0,100,9,0,100,0,0,131,3,0,100,0,0,107,8,0,
+    114,2,2,121,13,0,124,6,0,124,7,0,95,18,0,87,
+    113,2,2,4,116,5,0,107,10,0,114,254,1,1,1,1,
+    89,113,2,2,88,110,0,0,124,7,0,83,40,10,0,0,
+    0,78,114,103,0,0,0,114,70,0,0,0,117,21,0,0,
+    0,59,32,123,125,32,105,115,32,110,111,116,32,97,32,112,
+    97,99,107,97,103,101,114,66,0,0,0,117,18,0,0,0,
     105,109,112,111,114,116,32,123,33,114,125,32,35,32,123,33,
     114,125,114,102,0,0,0,114,157,0,0,0,114,158,0,0,
     0,114,170,0,0,0,40,19,0,0,0,114,32,0,0,0,
     114,7,0,0,0,114,145,0,0,0,114,101,0,0,0,114,
     158,0,0,0,114,149,0,0,0,244,8,0,0,0,95,69,
     82,82,95,77,83,71,114,46,0,0,0,114,156,0,0,0,
-    114,61,1,0,0,244,10,0,0,0,95,110,111,116,95,102,
-    111,117,110,100,114,212,0,0,0,114,140,0,0,0,114,60,
-    0,0,0,114,61,0,0,0,114,56,0,0,0,114,157,0,
-    0,0,114,59,0,0,0,114,170,0,0,0,40,9,0,0,
-    0,114,66,0,0,0,244,7,0,0,0,105,109,112,111,114,
-    116,95,114,35,0,0,0,114,7,1,0,0,116,13,0,0,
-    0,112,97,114,101,110,116,95,109,111,100,117,108,101,114,188,
-    0,0,0,114,159,0,0,0,114,247,0,0,0,114,160,0,
-    0,0,114,4,0,0,0,114,4,0,0,0,114,5,0,0,
-    0,244,23,0,0,0,95,102,105,110,100,95,97,110,100,95,
-    108,111,97,100,95,117,110,108,111,99,107,101,100,2,6,0,
-    0,115,76,0,0,0,0,1,6,1,19,1,6,1,15,1,
-    16,2,15,1,11,2,13,1,3,1,13,1,13,1,22,1,
-    26,1,15,1,12,1,27,3,9,1,9,1,15,2,13,1,
+    114,61,1,0,0,244,19,0,0,0,77,111,100,117,108,101,
+    78,111,116,70,111,117,110,100,69,114,114,111,114,114,212,0,
+    0,0,114,140,0,0,0,114,60,0,0,0,114,61,0,0,
+    0,114,56,0,0,0,114,157,0,0,0,114,59,0,0,0,
+    114,170,0,0,0,40,8,0,0,0,114,66,0,0,0,244,
+    7,0,0,0,105,109,112,111,114,116,95,114,35,0,0,0,
+    114,7,1,0,0,116,13,0,0,0,112,97,114,101,110,116,
+    95,109,111,100,117,108,101,114,188,0,0,0,114,159,0,0,
+    0,114,160,0,0,0,114,4,0,0,0,114,4,0,0,0,
+    114,5,0,0,0,244,23,0,0,0,95,102,105,110,100,95,
+    97,110,100,95,108,111,97,100,95,117,110,108,111,99,107,101,
+    100,2,6,0,0,115,72,0,0,0,0,1,6,1,19,1,
+    6,1,15,1,16,2,15,1,11,2,13,1,3,1,13,1,
+    13,1,22,1,26,1,15,1,12,1,30,1,15,2,13,1,
     19,2,13,1,6,2,13,1,32,2,24,1,3,1,12,1,
     15,1,32,1,13,1,8,2,24,1,3,1,13,1,13,1,
     8,1,114,68,1,0,0,99,2,0,0,0,0,0,0,0,
@@ -3199,7 +3198,7 @@
     40,3,0,0,0,114,66,0,0,0,114,67,1,0,0,114,
     72,0,0,0,114,4,0,0,0,114,4,0,0,0,114,5,
     0,0,0,244,14,0,0,0,95,102,105,110,100,95,97,110,
-    100,95,108,111,97,100,52,6,0,0,115,14,0,0,0,0,
+    100,95,108,111,97,100,48,6,0,0,115,14,0,0,0,0,
     2,3,1,16,2,11,1,10,1,3,1,17,2,114,69,1,
     0,0,99,3,0,0,0,0,0,0,0,5,0,0,0,4,
     0,0,0,67,0,0,0,115,172,0,0,0,116,0,0,124,
@@ -3244,350 +3243,348 @@
     0,0,0,114,98,0,0,0,40,5,0,0,0,114,66,0,
     0,0,114,57,1,0,0,114,58,1,0,0,114,160,0,0,
     0,114,139,0,0,0,114,4,0,0,0,114,4,0,0,0,
-    114,5,0,0,0,114,70,1,0,0,65,6,0,0,115,26,
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 };