diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 00000000..9d5f7979
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,3 @@
+# Inside of setup.cfg
+[metadata]
+description-file = README.md
\ No newline at end of file
diff --git a/setup.py b/setup.py
index faa52185..fde67973 100644
--- a/setup.py
+++ b/setup.py
@@ -24,6 +24,7 @@ def readme():
       url='https://github.com/hiive/mlrose',
       author='Genevieve Hayes (modified by Andrew Rollings)',
       license='BSD',
+      download_url='https://github.com/hiive/mlrose/archive/2.1.0.hiive.tar.gz',
       classifiers=[
           "Intended Audience :: Education",
           "Intended Audience :: Science/Research",