diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 00000000..5ae6909d
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,35 @@
+name: Build
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v2
+    - uses: actions/setup-python@v2
+      with:
+        python-version: '3.6'
+        cache: 'pip'
+    - run: pip install -r requirements.txt
+    - run: pip install -e .
+    - run: flake8 kuyruk/
+    - run: mypy kuyruk/
+    - run: cp test_config_github_actions.py /tmp/kuyruk_config.py
+    - uses: mer-team/rabbitmq-mng-action@v1.2
+      with:
+        RABBITMQ_TAG: '3-management-alpine'
+    - run: pytest -v --cov=kuyruk --cov-report xml tests/
+    - run: coverage combine
+    - run: coveralls --service=github
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+    - run: echo ${{github.ref_name}}
+    - run: echo ${{github.ref_name}} > VERSION
+    - name: Publish package
+      if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+      uses: pypa/gh-action-pypi-publish@release/v1
+      with:
+        user: __token__
+        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index ee77e4f0..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-dist: trusty
-language: python
-python: 3.5
-install:
-  - pip install -e .
-  - pip install -r requirements.txt
-before_script:
-  - cp test_config_travis.py /tmp/kuyruk_config.py
-script:
-  - flake8 kuyruk/
-  - mypy kuyruk/
-  - pytest -v --cov=kuyruk tests/
-after_success:
-  - pip install coveralls
-  - coverage combine
-  - coveralls
-services:
-  - rabbitmq
-before_deploy:
-  - echo "$TRAVIS_TAG" > VERSION
-deploy:
-  on:
-    repo: cenkalti/kuyruk
-    tags: true
-  skip_cleanup: true
-  provider: pypi
-  user: cenkalti
-  password:
-    secure: WISXo+4rni+S51yz6YBiv+Nee8L+GEWb10chnAOkqobnk4IV8p87fyH6hlD5WwzdRUJmvnmvgLm8xni0vfGmQOAwfyCFdDMWdXubL74SRLjG0g7cKWzS8GumlgA+1m2tHDYv2fIFOjgrF7KKX3GXhFUlv8ei7RyYd8+ecLV6L/Y=
diff --git a/README.rst b/README.rst
index d92b28f3..99e85941 100644
--- a/README.rst
+++ b/README.rst
@@ -19,7 +19,7 @@ Kuyruk is a simple and easy way of distributing tasks to run on servers.
 It uses `RabbitMQ <http://www.rabbitmq.com>`_ as message broker and
 depends on `amqp <http://amqp.readthedocs.org/>`_
 which is a pure-Python RabbitMQ client library.
-Compatible with Python 3.5+.
+Compatible with Python 3.6+.
 
 
 Where is the documentation?
diff --git a/docs/index.rst b/docs/index.rst
index 628cb649..fe1800da 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -14,7 +14,7 @@ Kuyruk is a simple and easy way of distributing tasks to run on servers.
 It uses `RabbitMQ <http://www.rabbitmq.com>`_ as message broker and depends on
 `amqp <http://amqp.readthedocs.org/>`_
 which is a pure-Python RabbitMQ client library.
-Compatible with Python 3.5+.
+Compatible with Python 3.6+.
 
 All design decisions is based on simplicity.
 Speed is not first priority. Kuyruk only supports RabbitMQ and does not plan
diff --git a/requirements.txt b/requirements.txt
index 7a893fa2..8718a7a6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,3 +5,5 @@ what==0.5.0
 psutil==4.4.2
 flake8==3.5.0
 mypy==0.570
+coverage==6.1.2
+coveralls==3.3.1
diff --git a/setup.cfg b/setup.cfg
index cb834c74..87a77780 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -7,7 +7,7 @@ max-line-length = 120
 exclude = tests/*,docs/*
 
 [mypy]
-python_version = 3.5
+python_version = 3.6
 platform = linux
 incremental = True
 ignore_missing_imports = True
diff --git a/setup.py b/setup.py
index 0c277bf0..1eda1f1e 100644
--- a/setup.py
+++ b/setup.py
@@ -40,7 +40,6 @@ def read(*fname: str) -> str:
         'License :: OSI Approved :: MIT License',
         'Operating System :: OS Independent',
         'Programming Language :: Python',
-        'Programming Language :: Python :: 3.5',
         'Programming Language :: Python :: 3.6',
         'Topic :: Software Development :: Object Brokering',
         'Topic :: System :: Distributed Computing',
diff --git a/test_config_travis.py b/test_config_github_actions.py
similarity index 100%
rename from test_config_travis.py
rename to test_config_github_actions.py