diff --git a/.editorconfig b/.editorconfig
index f511094..e97f894 100644
--- a/.editorconfig
+++ b/.editorconfig
@@ -32,8 +32,8 @@ indent_size = 4
 [*.{css,html,js,json,yml}]
 indent_size = 2
 
-# Matches the exact files either package.json or .travis.yml
-[{package.json,.travis.yml}]
+# Matches the exact files either package.json or .github/workflows/*.yml
+[{package.json, .github/workflows/*.yml}]
 indent_size = 2
 
 # Dockerfile
diff --git a/.github/workflows/pypi-release.yml b/.github/workflows/pypi-release.yml
new file mode 100644
index 0000000..7acfdc8
--- /dev/null
+++ b/.github/workflows/pypi-release.yml
@@ -0,0 +1,42 @@
+# -*- coding: utf-8 -*-
+#
+# This file is part of Invenio.
+# Copyright (C) 2020 CERN.
+#
+# Invenio is free software; you can redistribute it and/or modify it
+# under the terms of the MIT License; see LICENSE file for more details
+
+name: Publish
+
+on:
+  push:
+    tags:
+      - v*
+
+jobs:
+  Publish:
+    runs-on: ubuntu-20.04
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.7
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install setuptools wheel
+
+      - name: Build package
+        run: python setup.py sdist bdist_wheel
+
+      - name: Publish on PyPI
+        uses: pypa/gh-action-pypi-publish@v1.3.1
+        with:
+          user: __token__
+          # The token is provided by the inveniosoftware organization
+          password: ${{ secrets.pypi_token }}
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 0000000..e9bbe2d
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,46 @@
+# -*- coding: utf-8 -*-
+#
+# This file is part of Invenio.
+# Copyright (C) 2020 CERN.
+#
+# Invenio is free software; you can redistribute it and/or modify it
+# under the terms of the MIT License; see LICENSE file for more details.
+
+name: CI
+
+on:
+  push:
+    branches: master
+  pull_request:
+    branches: master
+  schedule:
+    # * is a special character in YAML so you have to quote this string
+    - cron:  '0 3 * * 6'
+  workflow_dispatch:
+    inputs:
+      reason:
+        description: 'Reason'
+        required: false
+        default: 'Manual trigger'
+
+jobs:
+  Tests:
+    runs-on: ubuntu-20.04
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up Python 3.8
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+
+      - name: Install dependencies
+        run: |
+          pip install .[all]
+          pip freeze
+
+      - name: Run tests
+        run: |
+          ./run-tests.sh
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index aadba28..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,43 +0,0 @@
-# -*- coding: utf-8 -*-
-#
-# This file is part of COUNTER-Robots.
-# Copyright (C) 2018 CERN.
-#
-# COUNTER-Robots is free software; you can redistribute it and/or modify it
-# under the terms of the MIT License; see LICENSE file for more details.
-
-notifications:
-  email: false
-
-sudo: false
-
-language: python
-
-python:
-  - "2.7"
-  - "3.5"
-  - "3.6"
-
-before_install:
-  - "travis_retry pip install --upgrade pip setuptools py"
-  - "travis_retry pip install twine wheel coveralls"
-
-install:
-  - "travis_retry pip install .[all]"
-
-script:
-  - "./run-tests.sh"
-
-after_success:
-  - coveralls
-
-deploy:
-  provider: pypi
-  user: inveniosoftware
-  password:
-    secure: "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"
-  distributions: "sdist bdist_wheel"
-  on:
-    tags: true
-    python: "3.6"
-    repo: inveniosoftware/counter-robots
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index 33460b2..75bc1b1 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -113,6 +113,6 @@ Before you submit a pull request, check that it meets these guidelines:
 1. The pull request should include tests and must not decrease test coverage.
 2. If the pull request adds functionality, the docs should be updated. Put
    your new functionality into a function with a docstring.
-3. The pull request should work for Python 2.7, 3.5 and 3.6. Check
-   https://travis-ci.org/inveniosoftware/counter-robots/pull_requests
+3. The pull request should work for 3.8. Check
+   https://github.com/inveniosoftware/counter-robots/actions?query=event%3Apull_request
    and make sure that the tests pass for all supported Python versions.
diff --git a/MANIFEST.in b/MANIFEST.in
index be88749..6f8deb5 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -14,6 +14,7 @@ include *.sh
 include LICENSE
 include pytest.ini
 prune docs/_build
+recursive-include .github/workflows *.yml
 recursive-include counter_robots *.po *.pot *.mo
 recursive-include counter_robots *.txt
 recursive-include docs *.bat
diff --git a/README.rst b/README.rst
index 8c99fba..6ceb16f 100644
--- a/README.rst
+++ b/README.rst
@@ -12,8 +12,8 @@
 .. image:: https://img.shields.io/github/license/inveniosoftware/counter-robots.svg
         :target: https://github.com/inveniosoftware/counter-robots/blob/master/LICENSE
 
-.. image:: https://img.shields.io/travis/inveniosoftware/counter-robots.svg
-        :target: https://travis-ci.org/inveniosoftware/counter-robots
+.. image:: https://github.com/inveniosoftware/counter-robots/workflows/CI/badge.svg
+        :target: https://github.com/inveniosoftware/counter-robots/actions
 
 .. image:: https://img.shields.io/coveralls/inveniosoftware/counter-robots.svg
         :target: https://coveralls.io/r/inveniosoftware/counter-robots
diff --git a/pytest.ini b/pytest.ini
index ad36fb5..2f0f0bc 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -8,5 +8,5 @@
 
 [pytest]
 pep8ignore = docs/conf.py ALL
-addopts = --pep8 --doctest-glob="*.rst" --doctest-modules --cov=counter_robots --cov-report=term-missing
-testpaths = docs tests counter_robots
+addopts = --isort --pydocstyle --pycodestyle --doctest-glob="*.rst" --doctest-modules --cov=counter_robots --cov-report=term-missing
+testpaths = tests counter_robots
diff --git a/run-tests.sh b/run-tests.sh
index 1822047..f6d21da 100755
--- a/run-tests.sh
+++ b/run-tests.sh
@@ -7,8 +7,14 @@
 # COUNTER-Robots is free software; you can redistribute it and/or modify it
 # under the terms of the MIT License; see LICENSE file for more details.
 
-pydocstyle counter_robots tests docs && \
-isort -rc -c -df && \
-check-manifest --ignore ".travis-*" && \
-sphinx-build -qnNW docs docs/_build/html && \
+# Quit on errors
+set -o errexit
+
+# Quit on unbound symbols
+set -o nounset
+
+pydocstyle counter_robots tests docs
+isort counter_robots tests --check-only --diff
+check-manifest --ignore ".*-requirements.txt"
+sphinx-build -qnNW docs docs/_build/html
 python setup.py test
diff --git a/setup.py b/setup.py
index 1aa7ff8..e5830c5 100644
--- a/setup.py
+++ b/setup.py
@@ -16,13 +16,7 @@
 history = open('CHANGES.rst').read()
 
 tests_require = [
-    'check-manifest>=0.25',
-    'coverage>=4.0',
-    'isort>=4.3.3',
-    'pydocstyle>=1.0.0',
-    'pytest-cov>=1.8.0',
-    'pytest-pep8>=1.0.6',
-    'pytest>=2.8.0',
+    'pytest-invenio>=1.4.0',
 ]
 
 extras_require = {