diff --git a/.github/workflows/build-graphscope-wheels-macos.yml b/.github/workflows/build-graphscope-wheels-macos.yml
index 91706e659287..88a653f3c676 100644
--- a/.github/workflows/build-graphscope-wheels-macos.yml
+++ b/.github/workflows/build-graphscope-wheels-macos.yml
@@ -27,7 +27,7 @@ concurrency:
 jobs:
   build-wheels:
     # if: (github.ref == 'refs/heads/main' && github.repository == 'alibaba/GraphScope') || (github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') && github.repository == 'alibaba/GraphScope') || (github.event_name == 'workflow_dispatch')
-    runs-on: macos-12
+    runs-on: macos-13
     strategy:
       matrix:
         python-version: ['3.11']
@@ -57,7 +57,7 @@ jobs:
         # Not sure when the first installation would fail, saying that the lock of python3.10 is taken
         # However the second trial would success.
         python3 -m pip install click
-        python3 gsctl.py install-deps dev || true
+        # python3 gsctl.py install-deps dev || true
         python3 gsctl.py install-deps dev
         echo "export PATH=/usr/local/opt/coreutils/libexec/gnubin:\$PATH" >> ~/.graphscope_env
 
@@ -151,7 +151,7 @@ jobs:
 
   build-client-wheels:
     # if: (github.ref == 'refs/heads/main' && github.repository == 'alibaba/GraphScope') || (github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') && github.repository == 'alibaba/GraphScope') || (github.event_name == 'workflow_dispatch')
-    runs-on: macos-12
+    runs-on: macos-13
     strategy:
       matrix:
         python-version: ['3.8', '3.9', '3.10', '3.11']
@@ -285,7 +285,7 @@ jobs:
 
   python-test:
     if: ${{ (github.ref == 'refs/heads/main' && github.repository == 'alibaba/GraphScope') || (github.event_name == 'workflow_dispatch') }}
-    runs-on: macos-12
+    runs-on: macos-13
     needs: [build-wheels, build-client-wheels]
     strategy:
       fail-fast: false