diff --git a/setup.py b/setup.py
index 7ce5e61e1a785..994fbacd50e4c 100644
--- a/setup.py
+++ b/setup.py
@@ -635,9 +635,7 @@ def write_version(filename: str = os.path.join(*[my_dir, "airflow", "git_version
     'jira',
     'jsondiff',
     'mongomock',
-    # Version 3.1.10 is breaking main bump to 3.1.11 when released.
-    # Fix already merged but was not released https://github.com/spulec/moto/pull/5165
-    'moto[glue]>=3.1.6, <3.1.10',
+    'moto[cloudformation, glue]>=3.1.12',
     'parameterized',
     'paramiko',
     'pipdeptree',