diff --git a/.github/workflows/pypi.yml b/.github/workflows/pypi.yml
new file mode 100644
index 0000000..1f705dd
--- /dev/null
+++ b/.github/workflows/pypi.yml
@@ -0,0 +1,23 @@
+name: Publish to PyPI
+on: push
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v1
+        with:
+          python-version: 3.9
+      - run: pip install --upgrade setuptools wheel
+      - run: python setup.py sdist bdist_wheel
+      - name: Publish to TestPyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.TEST_PYPI_API_TOKEN }}
+          repository_url: https://test.pypi.org/legacy/
+          skip_existing: true
+      - name: Publish to PyPI
+        if: startsWith(github.ref, 'refs/tags')
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/setup.py b/setup.py
index 70cd70d..b433d0e 100644
--- a/setup.py
+++ b/setup.py
@@ -51,6 +51,7 @@ def run(self):
     url="https://github.com/OpenDataServices/flatten-tool",
     license="MIT",
     description="Tools for generating CSV and other flat versions of the structured data",
+    long_description="Tools for generating CSV and other flat versions of the structured data",
     install_requires=install_requires,
     extras_require={"HTTP": ["requests"]},
     cmdclass={