diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 48f62c4a..27455c75 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -392,9 +392,6 @@ macOS:
     - /bin/bash --version
     - /bin/bash -n gradlew-fdroid tests/run-tests
 
-    # TODO remove the packages below once they are included in the Homebrew package
-    - $(brew --prefix fdroidserver)/libexec/bin/python3 -m pip install biplist oscrypto pycountry
-
     # test fdroidserver from git with current package's dependencies
     - fdroid="$(brew --prefix fdroidserver)/libexec/bin/python3 $PWD/fdroid" ./tests/run-tests
 
diff --git a/setup.py b/setup.py
index 99fbe0fb..f45d5b81 100755
--- a/setup.py
+++ b/setup.py
@@ -93,6 +93,8 @@ setup(
         'platformdirs',
         'androguard >= 3.3.5',
         'asn1crypto',
+        # TODO use biplist on all platforms once IPA support is stable
+        'biplist ; sys_platform=="darwin"',
         'clint',
         'defusedxml',
         'GitPython',
@@ -101,6 +103,7 @@ setup(
         'Pillow',
         'apache-libcloud >= 0.14.1',
         'puremagic',
+        'pycountry ; sys_platform=="darwin"',
         'python-vagrant',
         'PyYAML',
         'qrcode',