diff --git a/pkgs/development/python-modules/monai-deploy/default.nix b/pkgs/development/python-modules/monai-deploy/default.nix
new file mode 100644
index 000000000000..a74fa36629df
--- /dev/null
+++ b/pkgs/development/python-modules/monai-deploy/default.nix
@@ -0,0 +1,57 @@
+{ lib
+, buildPythonPackage
+, fetchFromGitHub
+, pythonOlder
+, pytestCheckHook
+, pytest-lazy-fixture
+, numpy
+, networkx
+, pydicom
+, colorama
+, typeguard
+, versioneer
+}:
+
+buildPythonPackage rec {
+  pname = "monai";
+  version = "0.5.0";
+  format = "pyproject";
+
+  disabled = pythonOlder "3.7";
+
+  src = fetchFromGitHub {
+    owner = "Project-MONAI";
+    repo = "monai-deploy-app-sdk";
+    rev = "refs/tags/${version}";
+    hash = "sha256-oaNZ0US0YR/PSwAZ5GfRpAW+HRYVhdCZI83fC00rgok=";
+  };
+
+  nativeBuildInputs = [ versioneer ];
+
+  propagatedBuildInputs = [
+    numpy
+    networkx
+    colorama
+    typeguard
+  ];
+
+  nativeCheckInputs = [ pytestCheckHook pytest-lazy-fixture ];
+  disabledTests = [
+    # requires Docker daemon:
+    "test_packager"
+  ];
+  pythonImportsCheck = [
+    "monai.deploy"
+    "monai.deploy.core"
+    # "monai.deploy.operators" should be imported as well but
+    # requires some "optional" dependencies
+    # like highdicom (which is not packaged yet) and pydicom
+  ];
+
+  meta = with lib; {
+    description = "Framework and tools to design, develop and verify AI applications in healthcare imaging";
+    homepage = "https://monai.io/deploy.html";
+    license = licenses.asl20;
+    maintainers = [ maintainers.bcdarwin ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 9d51b22277cf..1a6d936c7b4f 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -6289,6 +6289,8 @@ self: super: with self; {
 
   monai = callPackage ../development/python-modules/monai { };
 
+  monai-deploy = callPackage ../development/python-modules/monai-deploy { };
+
   monero = callPackage ../development/python-modules/monero { };
 
   mongomock = callPackage ../development/python-modules/mongomock { };