diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..cffb395
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,128 @@
+before_script:
+- pip install tox setuptools
+
+flake8:
+  image: "python:2.7"
+  cache:
+    key: flake8
+    paths:
+    - .tox/flake8
+  script:
+  - tox -e flake8
+
+check_rst:
+  image: "python:2.7"
+  cache:
+    key: check_rst
+    paths:
+    - .tox/check_rst
+  script:
+  - tox -e check_rst
+
+py27-django17:
+  image: "python:2.7"
+  cache:
+    key: py27-django17
+    paths:
+    - .tox/py27-django17
+  script:
+  - tox -e py27-django17
+
+py27-django18:
+  image: "python:2.7"
+  cache:
+    key: py27-django18
+    paths:
+    - .tox/py27-django18
+  script:
+  - tox -e py27-django18
+
+py27-django19:
+  image: "python:2.7"
+  cache:
+    key: py27-django19
+    paths:
+    - .tox/py27-django19
+  script:
+  - tox -e py27-django19
+
+py27-django110:
+  image: "python:2.7"
+  cache:
+    key: py27-django110
+    paths:
+    - .tox/py27-django110
+  script:
+  - tox -e py27-django110
+
+py34-django17:
+  image: "python:3.4"
+  cache:
+    key: py34-django17
+    paths:
+    - .tox/py34-django17
+  script:
+  - tox -e py34-django17
+
+py34-django18:
+  image: "python:3.4"
+  cache:
+    key: py34-django18
+    paths:
+    - .tox/py34-django18
+  script:
+  - tox -e py34-django18
+
+py34-django19:
+  image: "python:3.4"
+  cache:
+    key: py34-django19
+    paths:
+    - .tox/py34-django19
+  script:
+  - tox -e py34-django19
+
+py34-django110:
+  image: "python:3.4"
+  cache:
+    key: py34-django110
+    paths:
+    - .tox/py34-django110
+  script:
+  - tox -e py34-django110
+
+py35-django18:
+  image: "python:3.5"
+  cache:
+    key: py35-django18
+    paths:
+    - .tox/py35-django18
+  script:
+  - tox -e py35-django18
+
+py35-django19:
+  image: "python:3.5"
+  cache:
+    key: py35-django19
+    paths:
+    - .tox/py35-django19
+  script:
+  - tox -e py35-django19
+
+py35-django110:
+  image: "python:3.5"
+  cache:
+    key: py35-django110
+    paths:
+    - .tox/py35-django110
+  script:
+  - tox -e py35-django110
+
+coverage:
+  image: "python:2.7"
+  cache:
+    key: coverage
+    paths:
+    - .tox/coverage
+  script:
+  - tox -e coverage
diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 61c12d2..538767b 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -12,6 +12,7 @@ Unreleased
 Added
 -----
 * Add Django 1.10 support
+* Add support of gitlab continuous integration
 
 Fixed
 -----
diff --git a/tox.ini b/tox.ini
index bf049cd..ca72392 100644
--- a/tox.ini
+++ b/tox.ini
@@ -135,7 +135,7 @@ deps=
     codacy-coverage
 skip_install=True
 commands=
-    py.test --cov=cas_server --cov-report xml
+    py.test --cov=cas_server --cov-report xml --cov-report term
     python-codacy-coverage -r {toxinidir}/coverage.xml
     {[post_cmd]commands}
 whitelist_externals={[post_cmd]whitelist_externals}