diff --git a/README.md b/README.md
index 68e62ec..a3f01e4 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # TensorFlow Metadata
 
-[![Python](https://img.shields.io/badge/python%7C3.9-blue)](https://github.com/tensorflow/metadata)
+[![Python](https://img.shields.io/badge/python%7C3.9%7C3.10%7C3.11-blue)](https://github.com/tensorflow/metadata)
 [![PyPI](https://badge.fury.io/py/tensorflow-metadata.svg)](https://badge.fury.io/py/tensorflow-metadata)
 
 TensorFlow Metadata provides standard representations for metadata that are
diff --git a/setup.py b/setup.py
index 96c009d..ea6ea89 100644
--- a/setup.py
+++ b/setup.py
@@ -115,6 +115,8 @@ def run(self):
         'Programming Language :: Python',
         'Programming Language :: Python :: 3',
         'Programming Language :: Python :: 3.9',
+        'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
         'Programming Language :: Python :: 3 :: Only',
         'Topic :: Scientific/Engineering :: Artificial Intelligence',
         'Topic :: Scientific/Engineering :: Mathematics',