diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 00000000..12ef1b81
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,27 @@
+name: pre-commit-hooks
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    branches: [ master ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, pypy3]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install tox tox-gh-actions
+    - name: Test with tox
+      run: tox
diff --git a/tox.ini b/tox.ini
index b0de0f75..3947d70c 100644
--- a/tox.ini
+++ b/tox.ini
@@ -25,3 +25,10 @@ commands = python update_requirements.py
 
 [pep8]
 ignore=E265,E501,W504
+
+[gh-actions]
+python =
+    3.6: pre-commit, py36
+    3.7: py37
+    3.8: py38
+    pypy-3.6: pypy3