diff --git a/CHANGELOG.md b/CHANGELOG.md
index 219b19e..60cf85d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 ## [Unreleased]
+
+## [0.3.0] 2019-08-28
 ### Added
 - Add a changelog to track project changes
 - Separate conversation storage with `Conversation` objects
@@ -21,5 +23,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## [0.2.3.6] 2017-06-18
 Undocumented changes
 
-[Unreleased]: https://github.com/snoonetIRC/cleverwrap.py/compare/v0.2.3.6..HEAD
+[Unreleased]: https://github.com/snoonetIRC/cleverwrap.py/compare/v0.3.0..HEAD
+[0.3.0]: https://github.com/snoonetIRC/cleverwrap.py/compare/v0.2.3.6..v0.3.0
 [0.2.3.6]: https://github.com/snoonetIRC/cleverwrap.py/releases/tag/v0.2.3.6
diff --git a/cleverwrap/__init__.py b/cleverwrap/__init__.py
index a746d7f..67111b0 100644
--- a/cleverwrap/__init__.py
+++ b/cleverwrap/__init__.py
@@ -1,3 +1,3 @@
 from .cleverwrap import CleverWrap
 
-__version__ = (0, 2, 3, 2)
+__version__ = (0, 3, 0)
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index b88034e..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,2 +0,0 @@
-[metadata]
-description-file = README.md
diff --git a/setup.py b/setup.py
index fcca738..34c3b9e 100644
--- a/setup.py
+++ b/setup.py
@@ -38,6 +38,11 @@ def get_constraints(reqs):
         yield '{}=={}'.format(name, constraints[name])
 
 
+def read_file(name):
+    with open(name) as f:
+        return f.read()
+
+
 setup(
     name='cleverwrap',
     packages=['cleverwrap'],
@@ -45,6 +50,8 @@ def get_constraints(reqs):
     install_requires=get_constraints(install_requires),
     version='.'.join(cleverwrap.__version__),
     description='A wrapper for the official cleverbot.com API',
+    long_description=read_file('README.md'),
+    long_description_content_type='text/markdown',
     author='Andrew Edwards',
     author_email='andrewthomasedwards@gmail.com',
     url='https://github.com/snoonetIRC/cleverwrap.py',