diff --git a/compiler/stmt.py b/compiler/stmt.py
index 98051a8d..d0f5dbbb 100644
--- a/compiler/stmt.py
+++ b/compiler/stmt.py
@@ -378,13 +378,15 @@ def visit_Import(self, node):
         self.block.bind_var(self.writer, asname, mod.expr)
 
   def visit_ImportFrom(self, node):
-    # Wildcard imports are not yet supported.
+    self._write_py_context(node.lineno)
     for alias in node.names:
       if alias.name == '*':
-        msg = 'wildcard member import is not implemented: from %s import %s' % (
-            node.module, alias.name)
-        raise util.ParseError(node, msg)
-    self._write_py_context(node.lineno)
+        module_name = node.module
+
+        with self._import(module_name, module_name.count('.')) as module:
+          self.writer.write_checked_call1(
+              'πg.LoadMembers(πF, {})', module.expr)
+        return
     if node.module.startswith(_NATIVE_MODULE_PREFIX):
       values = [alias.name for alias in node.names]
       with self._import_native(node.module, values) as mod:
diff --git a/compiler/stmt_test.py b/compiler/stmt_test.py
index 5c351c12..df5f25b6 100644
--- a/compiler/stmt_test.py
+++ b/compiler/stmt_test.py
@@ -366,14 +366,12 @@ def testImportFromFutureParseError(self):
       self.assertRaisesRegexp(util.ParseError, want_regexp,
                               stmt.import_from_future, node)
 
-  def testImportWildcardMemberRaises(self):
-    regexp = r'wildcard member import is not implemented: from foo import *'
-    self.assertRaisesRegexp(util.ParseError, regexp, _ParseAndVisit,
-                            'from foo import *')
-    regexp = (r'wildcard member import is not '
-              r'implemented: from __go__.foo import *')
-    self.assertRaisesRegexp(util.ParseError, regexp, _ParseAndVisit,
-                            'from __go__.foo import *')
+  def testImportWildcard(self):
+    result = _GrumpRun(textwrap.dedent("""\
+        from time import *
+        print sleep"""))
+    self.assertEqual(0, result[0])
+    self.assertIn('<function sleep at', result[1])
 
   def testVisitFuture(self):
     testcases = [
diff --git a/runtime/module.go b/runtime/module.go
index 36a0a579..54b4929f 100644
--- a/runtime/module.go
+++ b/runtime/module.go
@@ -179,6 +179,58 @@ func ImportNativeModule(f *Frame, name string, members map[string]*Object) (*Obj
 	return prev, nil
 }
 
+// LoadMembers scans over all the members in module
+// and populates globals with them, taking __all__ into
+// account.
+func LoadMembers(f *Frame, module *Object) *BaseException {
+	allAttr, raised := GetAttr(f, module, NewStr("__all__"), nil)
+	if raised != nil && !raised.isInstance(AttributeErrorType) {
+		return raised
+	}
+	f.RestoreExc(nil, nil)
+
+	if raised == nil {
+		raised = loadMembersFromIterable(f, module, allAttr, nil)
+		if raised != nil {
+			return raised
+		}
+		return nil
+	}
+
+	// Fall back on __dict__
+	dictAttr := module.dict.ToObject()
+	raised = loadMembersFromIterable(f, module, dictAttr, func(key *Object) bool {
+		return strings.HasPrefix(toStrUnsafe(key).value, "_")
+	})
+	if raised != nil {
+		return raised
+	}
+	return nil
+}
+
+func loadMembersFromIterable(f *Frame, module, iterable *Object, filterF func(*Object) bool) *BaseException {
+	globals := f.Globals()
+	raised := seqForEach(f, iterable, func(memberName *Object) *BaseException {
+		if !memberName.isInstance(StrType) {
+			errorMessage := fmt.Sprintf("attribute name must be string, not '%v'", memberName.typ.Name())
+			return f.RaiseType(AttributeErrorType, errorMessage)
+		}
+		member, raised := GetAttr(f, module, toStrUnsafe(memberName), nil)
+		if raised != nil {
+			return raised
+		}
+		if filterF != nil && filterF(memberName) {
+			return nil
+		}
+		raised = globals.SetItem(f, memberName, member)
+		if raised != nil {
+			return raised
+		}
+		return nil
+	})
+	return raised
+}
+
 // newModule creates a new Module object with the given fully qualified name
 // (e.g a.b.c) and its corresponding Python filename.
 func newModule(name, filename string) *Module {
diff --git a/runtime/module_test.go b/runtime/module_test.go
index 5b70f57a..5b34c5f5 100644
--- a/runtime/module_test.go
+++ b/runtime/module_test.go
@@ -204,6 +204,69 @@ func TestImportNativeModule(t *testing.T) {
 	}
 }
 
+func TestLoadMembers(t *testing.T) {
+	var1 := NewStr("var1")
+	var2 := NewStr("_var2")
+	var3 := NewStr("var3")
+	nameAttr := NewStr("__name__")
+	allAttr := NewStr("__all__")
+	val1 := NewStr("val1")
+	val2 := NewStr("val2")
+	val3 := NewStr("val3")
+	nameValue := NewStr("foo")
+	allValue := newTestList(var1, var2)
+	invalidMembers := newTestList(NewInt(1))
+	invalidMemberName := NewInt(1)
+	nonIterableValue := NewInt(1)
+
+	allDefinedDict := newTestDict(var1, val1, var2, val2, var3, val3, nameAttr, nameValue, allAttr, allValue)
+	allDefinedModule := &Module{Object: Object{typ: testModuleType, dict: allDefinedDict}}
+	allUndefinedDict := newTestDict(var1, val1, var2, val2, var3, val3, nameAttr, nameValue)
+	allUndefinedModule := &Module{Object: Object{typ: testModuleType, dict: allUndefinedDict}}
+	allInvalidDict := newTestDict(allAttr, invalidMembers)
+	allInvalidModule := &Module{Object: Object{typ: testModuleType, dict: allInvalidDict}}
+	packageNamesInvalidDict := newTestDict(invalidMemberName, val1)
+	packageNamesInvalidModule := &Module{Object: Object{typ: testModuleType, dict: packageNamesInvalidDict}}
+	allNonIterableDict := newTestDict(allAttr, nonIterableValue)
+	allNonIterableModule := &Module{Object: Object{typ: testModuleType, dict: allNonIterableDict}}
+
+	fun := wrapFuncForTest(func(f *Frame, module *Module) (*Dict, *BaseException) {
+		f.globals = NewDict()
+		raised := LoadMembers(f, module.ToObject())
+		if raised != nil {
+			return nil, raised
+		}
+		return f.Globals(), nil
+	})
+	cases := []invokeTestCase{
+		{
+			args: wrapArgs(allDefinedModule),
+			want: newTestDict(var1, val1, var2, val2).ToObject(),
+		},
+		{
+			args: wrapArgs(allUndefinedModule),
+			want: newTestDict(var1, val1, var3, val3).ToObject(),
+		},
+		{
+			args:    wrapArgs(allInvalidModule),
+			wantExc: mustCreateException(AttributeErrorType, "attribute name must be string, not 'int'"),
+		},
+		{
+			args:    wrapArgs(packageNamesInvalidModule),
+			wantExc: mustCreateException(AttributeErrorType, "attribute name must be string, not 'int'"),
+		},
+		{
+			args:    wrapArgs(allNonIterableModule),
+			wantExc: mustCreateException(TypeErrorType, "'int' object is not iterable"),
+		},
+	}
+	for _, cas := range cases {
+		if err := runInvokeTestCase(fun, &cas); err != "" {
+			t.Error(err)
+		}
+	}
+}
+
 func TestModuleGetNameAndFilename(t *testing.T) {
 	fun := wrapFuncForTest(func(f *Frame, m *Module) (*Tuple, *BaseException) {
 		name, raised := m.GetName(f)