diff --git a/.github/workflows/run-tests.yaml b/.github/workflows/run-tests.yaml
new file mode 100644
index 0000000..89082b9
--- /dev/null
+++ b/.github/workflows/run-tests.yaml
@@ -0,0 +1,49 @@
+name: Python package
+
+on:
+  push:
+    branches:
+    - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11']
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: 'pip'
+        cache-dependency-path: setup.py
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install tox tox-gh-actions
+    - name: Test with tox
+      run: tox
+
+  test-36:
+    runs-on: ubuntu-20.04
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python 3.6
+      uses: actions/setup-python@v4
+      with:
+        python-version: 3.6
+        cache: 'pip'
+        cache-dependency-path: setup.py
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install tox
+    - name: Test with tox
+      run: tox
diff --git a/.travis.yml b/.travis.yml
index d08855f..26dac9c 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -10,6 +10,10 @@ matrix:
       env: TOX_ENV=py38
     - python: 3.9
       env: TOX_ENV=py39
+    - python: 3.10
+      env: TOX_ENV=py310
+    - python: 3.11
+      env: TOX_ENV=py311
 
 install:
   - pip install tox
diff --git a/README.md b/README.md
index 2cfcc6c..2799f88 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,6 @@
 # pylint-pytest
 
+[![Python package](https://github.com/stdedos/pylint-pytest/actions/workflows/run-tests.yaml/badge.svg)](https://github.com/stdedos/pylint-pytest/actions/workflows/run-tests.yaml)
 [![PyPI version fury.io](https://badge.fury.io/py/pylint-pytest.svg)](https://pypi.python.org/pypi/pylint-pytest/)
 [![Travis CI](https://travis-ci.org/reverbc/pylint-pytest.svg?branch=master)](https://travis-ci.org/reverbc/pylint-pytest)
 [![AppVeyor](https://ci.appveyor.com/api/projects/status/github/reverbc/pylint-pytest?branch=master&svg=true)](https://ci.appveyor.com/project/reverbc/pylint-pytest)
diff --git a/setup.py b/setup.py
index ae9e869..847b1c9 100644
--- a/setup.py
+++ b/setup.py
@@ -39,6 +39,8 @@
         'Programming Language :: Python :: 3.7',
         'Programming Language :: Python :: 3.8',
         'Programming Language :: Python :: 3.9',
+        'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
         'Programming Language :: Python :: Implementation :: CPython',
         'Operating System :: OS Independent',
         'License :: OSI Approved :: MIT License',
diff --git a/tox.ini b/tox.ini
index a7cfb5d..63013e5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py36,py37,py38,py39
+envlist = py36,py37,py38,py39,py310,py311
 skipsdist = True
 
 [testenv]