diff --git a/requirements/edx/base.txt b/requirements/edx/base.txt
index e3320f534b1..44ebcc9178a 100644
--- a/requirements/edx/base.txt
+++ b/requirements/edx/base.txt
@@ -818,7 +818,7 @@ psutil==5.9.2
     # via
     #   -r requirements/edx/paver.txt
     #   edx-django-utils
-py2neo==2021.2.3
+py2neo @ https://github.com/overhangio/py2neo/releases/download/2021.2.3/py2neo-2021.2.3.tar.gz
     # via
     #   -c requirements/edx/../constraints.txt
     #   -r requirements/edx/base.in
diff --git a/requirements/edx/development.txt b/requirements/edx/development.txt
index 3ab87414d38..8307de4764f 100644
--- a/requirements/edx/development.txt
+++ b/requirements/edx/development.txt
@@ -1093,7 +1093,7 @@ py==1.11.0
     #   pytest
     #   pytest-forked
     #   tox
-py2neo==2021.2.3
+py2neo @ https://github.com/overhangio/py2neo/releases/download/2021.2.3/py2neo-2021.2.3.tar.gz
     # via
     #   -c requirements/edx/../constraints.txt
     #   -r requirements/edx/testing.txt
diff --git a/requirements/edx/testing.txt b/requirements/edx/testing.txt
index bc143be7730..3638b245145 100644
--- a/requirements/edx/testing.txt
+++ b/requirements/edx/testing.txt
@@ -1034,7 +1034,7 @@ py==1.11.0
     #   pytest
     #   pytest-forked
     #   tox
-py2neo==2021.2.3
+py2neo @ https://github.com/overhangio/py2neo/releases/download/2021.2.3/py2neo-2021.2.3.tar.gz
     # via
     #   -c requirements/edx/../constraints.txt
     #   -r requirements/edx/base.txt