diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 792ab22f1524f8d4dc1db90f2b65c7f8f28f90ed..63749845caf0ff2ed10d921f231cc3b5ca335518 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -86,6 +86,13 @@ unittest_py3.10:
   image: python:3.10
   script: *python_test_script
 
+unittest_py3.11:
+  tags: [ docker ]
+  stage: test
+  needs: [ ]
+  image: python:3.11
+  script: *python_test_script
+
 # Trigger building of server image and integration tests
 trigger_build:
   stage: deploy
diff --git a/tox.ini b/tox.ini
index 3b3371a9424cf6692a7c3c05f9c911ffdd34b957..83f6e8df26879468d4e5b6f5d0836a8bc37d18cb 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist=py38, py39, py310
+envlist=py38, py39, py310, py311
 skip_missing_interpreters = true
 
 [testenv]