diff --git a/pkgs/development/python-modules/twentemilieu/default.nix b/pkgs/development/python-modules/twentemilieu/default.nix
index f91d96c0658e..4f0c5322a73f 100644
--- a/pkgs/development/python-modules/twentemilieu/default.nix
+++ b/pkgs/development/python-modules/twentemilieu/default.nix
@@ -1,14 +1,15 @@
 {
   lib,
-  buildPythonPackage,
-  pythonOlder,
-  fetchFromGitHub,
   aiohttp,
-  yarl,
   aresponses,
+  buildPythonPackage,
+  fetchFromGitHub,
   poetry-core,
   pytest-asyncio,
+  pytest-cov-stub,
   pytestCheckHook,
+  pythonOlder,
+  yarl,
 }:
 
 buildPythonPackage rec {
@@ -26,8 +27,8 @@ buildPythonPackage rec {
   };
 
   postPatch = ''
+    # Upstream is creating GitHub releases without version
     substituteInPlace pyproject.toml \
-      --replace "--cov" "" \
       --replace '"0.0.0"' '"${version}"'
   '';
 
@@ -41,6 +42,7 @@ buildPythonPackage rec {
   nativeCheckInputs = [
     aresponses
     pytest-asyncio
+    pytest-cov-stub
     pytestCheckHook
   ];
 
diff --git a/pkgs/development/python-modules/weconnect-mqtt/default.nix b/pkgs/development/python-modules/weconnect-mqtt/default.nix
index 910009e6a233..19a2cd2fb32b 100644
--- a/pkgs/development/python-modules/weconnect-mqtt/default.nix
+++ b/pkgs/development/python-modules/weconnect-mqtt/default.nix
@@ -3,6 +3,7 @@
   buildPythonPackage,
   fetchFromGitHub,
   paho-mqtt_2,
+  pytest-cov-stub,
   pytestCheckHook,
   python-dateutil,
   pythonOlder,
@@ -30,8 +31,7 @@ buildPythonPackage rec {
     substituteInPlace requirements.txt \
       --replace-fail "weconnect[Images]~=" "weconnect>="
     substituteInPlace pytest.ini \
-      --replace-fail "--cov=weconnect_mqtt --cov-config=.coveragerc --cov-report html" "" \
-      --replace-fail "pytest-cov" ""
+      --replace-fail "required_plugins = pytest-cov" ""
   '';
 
   pythonRelaxDeps = [ "python-dateutil" ];
@@ -44,7 +44,10 @@ buildPythonPackage rec {
     weconnect
   ] ++ weconnect.optional-dependencies.Images;
 
-  nativeCheckInputs = [ pytestCheckHook ];
+  nativeCheckInputs = [
+    pytest-cov-stub
+    pytestCheckHook
+  ];
 
   pythonImportsCheck = [ "weconnect_mqtt" ];
 
@@ -52,7 +55,7 @@ buildPythonPackage rec {
     description = "Python client that publishes data from Volkswagen WeConnect";
     homepage = "https://github.com/tillsteinbach/WeConnect-mqtt";
     changelog = "https://github.com/tillsteinbach/WeConnect-mqtt/releases/tag/v${version}";
-    license = with lib.licenses; [ mit ];
+    license = lib.licenses.mit;
     maintainers = with lib.maintainers; [ fab ];
     mainProgram = "weconnect-mqtt";
   };
diff --git a/pkgs/development/python-modules/weconnect/default.nix b/pkgs/development/python-modules/weconnect/default.nix
index ea09e36a8647..c4d08efb46d7 100644
--- a/pkgs/development/python-modules/weconnect/default.nix
+++ b/pkgs/development/python-modules/weconnect/default.nix
@@ -5,6 +5,7 @@
   fetchFromGitHub,
   oauthlib,
   pillow,
+  pytest-cov-stub,
   pytestCheckHook,
   pythonOlder,
   requests,
@@ -32,13 +33,12 @@ buildPythonPackage rec {
       --replace-fail "setup_requires=SETUP_REQUIRED" "setup_requires=[]" \
       --replace-fail "tests_require=TEST_REQUIRED" "tests_require=[]"
     substituteInPlace pytest.ini \
-      --replace-fail "--cov=weconnect --cov-config=.coveragerc --cov-report html" "" \
       --replace-fail "required_plugins = pytest-cov" ""
   '';
 
-  nativeBuildInputs = [ setuptools ];
+  build-system = [ setuptools ];
 
-  propagatedBuildInputs = [
+  dependencies = [
     oauthlib
     requests
   ];
@@ -50,7 +50,10 @@ buildPythonPackage rec {
     ];
   };
 
-  nativeCheckInputs = [ pytestCheckHook ];
+  nativeCheckInputs = [
+    pytest-cov-stub
+    pytestCheckHook
+  ];
 
   pythonImportsCheck = [ "weconnect" ];
 
@@ -58,7 +61,7 @@ buildPythonPackage rec {
     description = "Python client for the Volkswagen WeConnect Services";
     homepage = "https://github.com/tillsteinbach/WeConnect-python";
     changelog = "https://github.com/tillsteinbach/WeConnect-python/releases/tag/v${version}";
-    license = with licenses; [ mit ];
+    license = licenses.mit;
     maintainers = with maintainers; [ fab ];
   };
 }
diff --git a/pkgs/development/python-modules/withings-api/default.nix b/pkgs/development/python-modules/withings-api/default.nix
index 8f35b3798f7e..9c589fd060e8 100644
--- a/pkgs/development/python-modules/withings-api/default.nix
+++ b/pkgs/development/python-modules/withings-api/default.nix
@@ -1,21 +1,22 @@
 {
   lib,
+  arrow,
   buildPythonPackage,
-  pythonOlder,
   fetchFromGitHub,
   poetry-core,
-  arrow,
-  requests-oauthlib,
-  typing-extensions,
   pydantic,
-  responses,
+  pytest-cov-stub,
   pytestCheckHook,
+  pythonOlder,
+  requests-oauthlib,
+  responses,
+  typing-extensions,
 }:
 
 buildPythonPackage rec {
   pname = "withings-api";
   version = "2.4.0";
-  format = "pyproject";
+  pyproject = true;
 
   disabled = pythonOlder "3.6";
 
@@ -28,13 +29,12 @@ buildPythonPackage rec {
 
   postPatch = ''
     substituteInPlace pyproject.toml \
-      --replace 'requests-oauth = ">=0.4.1"' ''' \
-      --replace 'addopts = "--capture no --cov ./withings_api --cov-report html:build/coverage_report --cov-report term --cov-report xml:build/coverage.xml"' '''
+      --replace-fail 'requests-oauth = ">=0.4.1"' '''
   '';
 
-  nativeBuildInputs = [ poetry-core ];
+  build-system = [ poetry-core ];
 
-  propagatedBuildInputs = [
+  dependencies = [
     arrow
     requests-oauthlib
     typing-extensions
@@ -42,13 +42,17 @@ buildPythonPackage rec {
   ];
 
   nativeCheckInputs = [
+    pytest-cov-stub
     pytestCheckHook
     responses
   ];
 
+  pythonImportsCheck = [ "withings_api" ];
+
   meta = with lib; {
     description = "Library for the Withings Health API";
     homepage = "https://github.com/vangorra/python_withings_api";
+    changelog = "https://github.com/vangorra/python_withings_api/releases/tag/${version}";
     license = licenses.mit;
     maintainers = with maintainers; [ kittywitch ];
     broken = versionAtLeast pydantic.version "2";