diff --git a/.github/workflows/python_package.yml b/.github/workflows/python_package.yml
index 4c796a3ebfe6..acc40026f9b8 100644
--- a/.github/workflows/python_package.yml
+++ b/.github/workflows/python_package.yml
@@ -42,20 +42,18 @@ jobs:
             task: bdist
             method: wheel
             python_version: '3.10'
-          # We're currently skipping MPI jobs on macOS, see https://github.com/microsoft/LightGBM/pull/6425
-          # for further details.
-          # - os: macos-13
-          #   task: mpi
-          #   method: source
-          #   python_version: '3.11'
-          # - os: macos-13
-          #   task: mpi
-          #   method: pip
-          #   python_version: '3.12'
-          # - os: macos-13
-          #   task: mpi
-          #   method: wheel
-          #   python_version: '3.9'
+          - os: macos-13
+            task: mpi
+            method: source
+            python_version: '3.11'
+          - os: macos-13
+            task: mpi
+            method: pip
+            python_version: '3.12'
+          - os: macos-13
+            task: mpi
+            method: wheel
+            python_version: '3.9'
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4