diff --git a/pkgs/development/python-modules/simplisafe-python/default.nix b/pkgs/development/python-modules/simplisafe-python/default.nix
index 5b00e279a7e1..d4fbc5c861b8 100644
--- a/pkgs/development/python-modules/simplisafe-python/default.nix
+++ b/pkgs/development/python-modules/simplisafe-python/default.nix
@@ -6,6 +6,7 @@
 , buildPythonPackage
 , docutils
 , fetchFromGitHub
+, fetchpatch
 , poetry-core
 , pytest-aiohttp
 , pytest-asyncio
@@ -31,6 +32,20 @@ buildPythonPackage rec {
     hash = "sha256-dcWDB9tpKrFbnWf35HLDmgy2zNTzKNeJQrdtRXbSMvs=";
   };
 
+  patches = [
+    # This patch removes references to setuptools and wheel that are no longer
+    # necessary and changes poetry to poetry-core, so that we don't need to add
+    # unnecessary nativeBuildInputs.
+    #
+    #   https://github.com/bachya/simplisafe-python/pull/596
+    #
+    (fetchpatch {
+      name = "clean-up-build-dependencies.patch";
+      url = "https://github.com/bachya/simplisafe-python/commit/60f41c690fac7acb614490b542cbbf2fa0052266.patch";
+      hash = "sha256-RLRbHmaR2A8MNc96WHx0L8ccyygoBUaOulAuRJkFuUM=";
+    })
+  ];
+
   nativeBuildInputs = [
     poetry-core
   ];