diff --git a/requirements/edx/django31.txt b/requirements/edx/django31.txt
new file mode 100644
index 0000000000..36acb6babf
--- /dev/null
+++ b/requirements/edx/django31.txt
@@ -0,0 +1 @@
+Django>=3.1,<3.2
diff --git a/tox.ini b/tox.ini
index 06e8fbca9d..5075783ee3 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py{35}-django{22},py{38}-django{22,30}
+envlist = py{38}-django{22,30,31}
 
 # This is needed to prevent the lms, cms, and openedx packages inside the "Open
 # edX" package (defined in setup.py) from getting installed into site-packages
@@ -70,6 +70,7 @@ passenv =
 deps =
     django22: -r requirements/edx/django.txt
     django30: -r requirements/edx/django30.txt
+    django31: -r requirements/edx/django31.txt
     -r requirements/edx/testing.txt
 whitelist_externals =
     /bin/bash