diff --git a/python/descriptor.c b/python/descriptor.c
index c8e72c8b12..77107ce3b9 100644
--- a/python/descriptor.c
+++ b/python/descriptor.c
@@ -213,6 +213,25 @@ PyObject* PyUpb_Descriptor_Get(const upb_MessageDef* m) {
 
 PyObject* PyUpb_Descriptor_GetClass(const upb_MessageDef* m) {
   PyObject* ret = PyUpb_ObjCache_Get(upb_MessageDef_MiniTable(m));
+  if (ret) return ret;
+
+  // On demand create the clss if not exist. However, if users repeatedly
+  // create and destroy a class, it could trigger a loop. This is not an
+  // issue now, but if we see CPU waste for repeatedly create and destroy
+  // in the future, we could make PyUpb_Descriptor_Get() append the descriptor
+  // to an internal list in DescriptorPool, let the pool keep descriptors alive.
+  PyObject* py_descriptor = PyUpb_Descriptor_Get(m);
+  if (py_descriptor == NULL) return NULL;
+  const char* name = upb_MessageDef_Name(m);
+  PyObject* dict = PyDict_New();
+  if (dict == NULL) goto err;
+  int status = PyDict_SetItemString(dict, "DESCRIPTOR", py_descriptor);
+  if (status < 0) goto err;
+  ret = PyUpb_MessageMeta_DoCreateClass(py_descriptor, name, dict);
+
+err:
+  Py_XDECREF(py_descriptor);
+  Py_XDECREF(dict);
   return ret;
 }
 
@@ -477,7 +496,7 @@ static PyObject* PyUpb_Descriptor_GetFullName(PyObject* self, void* closure) {
 static PyObject* PyUpb_Descriptor_GetConcreteClass(PyObject* self,
                                                    void* closure) {
   const upb_MessageDef* msgdef = PyUpb_Descriptor_GetDef(self);
-  return PyUpb_Descriptor_GetClass(msgdef);
+  return PyUpb_ObjCache_Get(upb_MessageDef_MiniTable(msgdef));
 }
 
 static PyObject* PyUpb_Descriptor_GetFile(PyObject* self, void* closure) {
diff --git a/python/message.h b/python/message.h
index 2bb075ba30..022b9d8903 100644
--- a/python/message.h
+++ b/python/message.h
@@ -93,6 +93,10 @@ PyObject* PyUpb_Message_GetFieldValue(PyObject* _self,
 int PyUpb_Message_SetFieldValue(PyObject* _self, const upb_FieldDef* field,
                                 PyObject* value, PyObject* exc);
 
+// Creates message meta class.
+PyObject* PyUpb_MessageMeta_DoCreateClass(PyObject* py_descriptor,
+                                          const char* name, PyObject* dict);
+
 // Returns the version associated with this message.  The version will be
 // incremented when the message changes.
 int PyUpb_Message_GetVersion(PyObject* _self);