diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 000000000..25051eaff
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,40 @@
+name: Release
+
+on:
+  push:
+    tags:
+    - '*'
+
+jobs:
+  build:
+    if: github.repository == 'jazzband/django-oauth-toolkit'
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+
+      - name: Install dependencies
+        run: |
+          python -m pip install -U pip
+          python -m pip install -U setuptools twine wheel
+
+      - name: Build package
+        run: |
+          python setup.py --version
+          python setup.py sdist --format=gztar bdist_wheel
+          twine check dist/*
+
+      - name: Upload packages to Jazzband
+        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+        uses: pypa/gh-action-pypi-publish@master
+        with:
+          user: jazzband
+          password: ${{ secrets.JAZZBAND_RELEASE_KEY }}
+          repository_url: https://jazzband.co/projects/django-oauth-toolkit/upload
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 000000000..e659cf70d
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,49 @@
+name: Test
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      max-parallel: 5
+      matrix:
+        python-version: ['3.5' ,'3.6', '3.7', '3.8', '3.9']
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+
+    - name: Get pip cache dir
+      id: pip-cache
+      run: |
+        echo "::set-output name=dir::$(pip cache dir)"
+
+    - name: Cache
+      uses: actions/cache@v2
+      with:
+        path: ${{ steps.pip-cache.outputs.dir }}
+        key:
+          ${{ matrix.python-version }}-v1-${{ hashFiles('**/setup.py') }}-${{ hashFiles('**/tox.ini') }}
+        restore-keys: |
+          ${{ matrix.python-version }}-v1-
+
+    - name: Install Python dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install --upgrade tox tox-gh-actions
+
+    - name: Tox tests
+      run: |
+        tox -v
+
+    - name: Upload coverage
+      uses: codecov/codecov-action@v1
+      with:
+        name: Python ${{ matrix.python-version }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 1505d8cf3..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,67 +0,0 @@
-# https://travis-ci.org/jazzband/django-oauth-toolkit
-dist: bionic
-
-language: python
-
-cache:
-  directories:
-    - $HOME/.cache/pip
-    - $TRAVIS_BUILD_DIR/.tox
-
-# Make sure to coordinate changes to envlist in tox.ini.
-matrix:
-  allow_failures:
-    - env: TOXENV=py36-djangomaster
-    - env: TOXENV=py37-djangomaster      
-    - env: TOXENV=py38-djangomaster
-    - env: TOXENV=py39-djangomaster
-
-  include:
-    - python: 3.7
-      env: TOXENV=py37-flake8
-    - python: 3.7
-      env: TOXENV=py37-docs
-
-    - python: 3.9
-      env: TOXENV=py39-djangomaster
-    - python: 3.9
-      env: TOXENV=py39-django30
-    - python: 3.9
-      env: TOXENV=py39-django22
-
-    - python: 3.8
-      env: TOXENV=py38-django31
-    - python: 3.8
-      env: TOXENV=py38-django30
-    - python: 3.8
-      env: TOXENV=py38-django22
-    - python: 3.8
-      env: TOXENV=py38-djangomaster
-
-    - python: 3.7
-      env: TOXENV=py37-django31
-    - python: 3.7
-      env: TOXENV=py37-django30
-    - python: 3.7
-      env: TOXENV=py37-django22
-    - python: 3.7
-      env: TOXENV=py37-djangomaster
-
-    - python: 3.6
-      env: TOXENV=py36-django31
-    - python: 3.6
-      env: TOXENV=py36-django30
-    - python: 3.6
-      env: TOXENV=py36-django22
-
-    - python: 3.5
-      env: TOXENV=py35-django22
-
-install:
-  - pip install coveralls tox tox-travis
-
-script:
-  - tox
-
-after_script:
-  - coveralls
diff --git a/README.rst b/README.rst
index 1a5adcd06..b90d7b2e3 100644
--- a/README.rst
+++ b/README.rst
@@ -10,14 +10,13 @@ Django OAuth Toolkit
 .. image:: https://badge.fury.io/py/django-oauth-toolkit.png
     :target: http://badge.fury.io/py/django-oauth-toolkit
 
-.. image:: https://travis-ci.org/jazzband/django-oauth-toolkit.png
-   :alt: Build Status
-   :target: https://travis-ci.org/jazzband/django-oauth-toolkit
-
-.. image:: https://coveralls.io/repos/github/jazzband/django-oauth-toolkit/badge.svg?branch=master
-   :alt: Coverage Status
-   :target: https://coveralls.io/github/jazzband/django-oauth-toolkit?branch=master
+.. image:: https://github.com/jazzband/django-oauth-toolkit/workflows/Test/badge.svg
+   :target: https://github.com/jazzband/django-oauth-toolkit/actions
+   :alt: GitHub Actions
 
+.. image:: https://codecov.io/gh/jazzband/django-oauth-toolkit/branch/master/graph/badge.svg
+   :target: https://codecov.io/gh/jazzband/django-oauth-toolkit
+   :alt: Coverage
 
 If you are facing one or more of the following:
  * Your Django app exposes a web API you want to protect with OAuth2 authentication,
diff --git a/docs/contributing.rst b/docs/contributing.rst
index 39ed1a427..45f0c3765 100644
--- a/docs/contributing.rst
+++ b/docs/contributing.rst
@@ -84,7 +84,7 @@ When you begin your PR, you'll be asked to provide the following:
 * Any new or changed code requires that a unit test be added or updated. Make sure your tests check for
   correct error behavior as well as normal expected behavior. Strive for 100% code coverage of any new
   code you contribute! Improving unit tests is always a welcome contribution.
-  If your change reduces coverage, you'll be warned by `coveralls <https://coveralls.io/>`_.
+  If your change reduces coverage, you'll be warned by `Codecov <https://codecov.io/>`_.
 
 * Update the documentation (in `docs/`) to describe the new or changed functionality.
 
@@ -190,7 +190,7 @@ You can check your coverage locally with the `coverage <https://pypi.org/project
 
 Open mycoverage/index.html in your browser and you can see a coverage summary and coverage details for each file.
 
-There's no need to wait for coveralls to complain after you submit your PR.
+There's no need to wait for Codecov to complain after you submit your PR.
 
 Code conventions matter
 -----------------------
diff --git a/setup.cfg b/setup.cfg
index 98ef302b8..1a6de586c 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -7,7 +7,6 @@ long_description_content_type = text/x-rst
 author = Federico Frenguelli, Massimiliano Pippi
 author_email = synasius@gmail.com
 url = https://github.com/jazzband/django-oauth-toolkit
-download_url = https://github.com/jazzband/django-oauth-toolkit/tarball/master
 keywords = django, oauth, oauth2, oauthlib
 classifiers =
 	Development Status :: 5 - Production/Stable
diff --git a/tox.ini b/tox.ini
index 284a5bcc9..cb0129cda 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,74 +1,81 @@
 [tox]
 envlist =
-	py37-flake8,
-	py37-docs,
-	py39-django{31,30,22},
-	py38-django{31,30,22},
-	py37-django{31,30,22},
-	py36-django{31,30,22},
-	py35-django{22},
-	py39-djangomaster,
-	py38-djangomaster,
-	py37-djangomaster,
-	py36-djangomaster,
+    flake8,
+    docs,
+    py{36,37,38,39}-dj{31,30,22},
+    py35-dj{22},
+    py{36,37,38,39}-djmaster,
+
+[gh-actions]
+python =
+    3.5: py35
+    3.6: py36
+    3.7: py37
+    3.8: py38, docs
+    3.9: py39
 
 [pytest]
 django_find_project = false
 
 [testenv]
-commands = pytest --cov=oauth2_provider --cov-report= --cov-append {posargs}
+commands =
+    pytest --cov=oauth2_provider --cov-report= --cov-append {posargs}
+    coverage report
+    coverage xml
 setenv =
-	DJANGO_SETTINGS_MODULE = tests.settings
-	PYTHONPATH = {toxinidir}
-	PYTHONWARNINGS = all
+    DJANGO_SETTINGS_MODULE = tests.settings
+    PYTHONPATH = {toxinidir}
+    PYTHONWARNINGS = all
 deps =
-	django22: Django>=2.2,<3
-	django30: Django>=3.0,<3.1
-	django31: Django>=3.1,<3.2
-	djangomaster: https://github.com/django/django/archive/master.tar.gz
-	djangorestframework
-	oauthlib>=3.1.0
-	coverage
-	pytest
-	pytest-cov
-	pytest-django
-	pytest-xdist
-	py27: mock
-	requests
+    dj22: Django>=2.2,<3
+    dj30: Django>=3.0,<3.1
+    dj31: Django>=3.1,<3.2
+    djmaster: https://github.com/django/django/archive/master.tar.gz
+    djangorestframework
+    oauthlib>=3.1.0
+    coverage
+    pytest
+    pytest-cov
+    pytest-django
+    pytest-xdist
+    requests
 passenv =
 	PYTEST_ADDOPTS
 
-[testenv:py37-docs]
-basepython = python
+[testenv:py{36,37,38,39}-djmaster]
+ignore_errors = true
+ignore_outcome = true
+
+[testenv:docs]
+basepython = python3.8
 changedir = docs
 whitelist_externals = make
 commands = make html
 deps =
-	sphinx<3
-	oauthlib>=3.1.0
-	m2r>=0.2.1
+    sphinx<3
+    oauthlib>=3.1.0
+    m2r>=0.2.1
 
-[testenv:py37-flake8]
+[testenv:flake8]
+basepython = python3.8
 skip_install = True
-commands =
-	flake8 {toxinidir}
+commands = flake8 {toxinidir}
 deps =
-	flake8
-	flake8-isort
-	flake8-quotes
-	flake8-black
+    flake8
+    flake8-isort
+    flake8-quotes
+    flake8-black
 
 [testenv:install]
 deps =
-	twine
-	setuptools>=39.0
-	wheel
-whitelist_externals=
-	rm
+    twine
+    setuptools>=39.0
+    wheel
+whitelist_externals = rm
 commands =
-	rm -rf dist
-	python setup.py sdist bdist_wheel
-	twine upload dist/*
+    rm -rf dist
+    python setup.py sdist bdist_wheel
+    twine upload dist/*
 
 
 [coverage:run]