diff --git a/README.md b/README.md
index bbf251ccdb712..80733d3008eab 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,7 @@
 [![Code Health](https://landscape.io/github/airbnb/airflow/master/landscape.svg?style=flat)](https://landscape.io/github/airbnb/airflow/master)
 [![Requirements Status](https://requires.io/github/airbnb/airflow/requirements.svg?branch=master)](https://requires.io/github/airbnb/airflow/requirements/?branch=master)
 [![pypi downloads](https://img.shields.io/pypi/dm/airflow.svg)](https://pypi.python.org/pypi/airflow/)
+[![Documentation](https://img.shields.io/badge/docs-pythonhosted-blue.svg)](http://pythonhosted.org/airflow/)
 [![Join the chat at https://gitter.im/airbnb/airflow](https://badges.gitter.im/airbnb/airflow.svg)](https://gitter.im/airbnb/airflow?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
 
 Airflow is a platform to programmatically author, schedule and monitor