diff --git a/.gitignore b/.gitignore
index ab791b2e..2f3d166c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,6 +10,7 @@ venv/
 media/
 *.log
 *.sqlite3
+.coverage
 
 # PyCharm
 .idea
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index e0ced08d..e5efbf5b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -36,9 +36,12 @@ before_script:
     # Remove the old test database if it has not been done yet
     - psql --username=$POSTGRES_USER --host=$DBHOST -c "DROP DATABASE IF EXISTS test_$POSTGRES_DB"
     - pip install --upgrade --cache-dir vendor/pip -t vendor/python -r requirements.txt
+    - pip install coverage
     - python --version
 
 test:
     stage: test
     script:
-        - python manage.py test
+        - coverage run manage.py test
+        - coverage report
+    coverage: '/TOTAL.*\s(\d+\.\d+)\%$/'
diff --git a/README.md b/README.md
index a0dc5bc1..803ef21f 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,7 @@
 # GestioCOF
 
 ![build_status](https://git.eleves.ens.fr/cof-geek/gestioCOF/badges/master/build.svg)
+[![coverage report](https://git.eleves.ens.fr/cof-geek/gestioCOF/badges/master/coverage.svg)](https://git.eleves.ens.fr/cof-geek/gestioCOF/commits/master)
 
 ## Installation
 
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 00000000..35eb701a
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,16 @@
+[coverage:run]
+source =
+  bda
+  cof
+  gestioncof
+  kfet
+  shared
+  utils
+omit =
+  *migrations*
+  *test*.py
+branch = true
+
+[coverage:report]
+precision = 2
+show_missing = true