diff --git a/README.md b/README.md
index acda0ba0..d741331a 100644
--- a/README.md
+++ b/README.md
@@ -309,5 +309,12 @@ Run unit and functional tests (requires docker):
 FUNCTIONAL=true py.test
 ```
 
+For sending package to pypi:
+
+```bash
+sudo apt-get install pandoc
+./release.py
+```
+
 ## License MIT
 Project License can be found [here](LICENSE.md).
diff --git a/setup.cfg b/setup.cfg
index 5fc87d9a..2a9acf13 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,4 +1,2 @@
 [bdist_wheel]
 universal = 1
-[metadata]
-description-file = README.md
diff --git a/setup.py b/setup.py
index 57b3b9fc..509a02df 100755
--- a/setup.py
+++ b/setup.py
@@ -26,6 +26,8 @@ setup(name='thefuck',
       license='MIT',
       packages=find_packages(exclude=['ez_setup', 'examples',
                                       'tests', 'release']),
+      setup_requires=['setuptools-markdown'],
+      long_description_markdown_filename='README.md',
       include_package_data=True,
       zip_safe=False,
       install_requires=install_requires,