try this approach

Author: blink1073

.github/workflows/test-python.yml

@@ -27,17 +27,23 @@ jobs:
       - uses: actions/checkout@v4
         with:
           persist-credentials: false
+          fetch-tags: true
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
-      - name: "Create MongoDB Replica Set"
+      - name: Start MongoDB on Linux and Windows
+        if: ${{ ! startsWith(runner.os, 'macOS') }}
+        uses: supercharge/[email protected]
+        with:
+          mongodb-version: 8.0
+          mongodb-replica-set: test-rs
+      - name: Start MongoDB on MacOS
+        if: ${{ startsWith(runner.os, 'macOS') }}
         run: |
-            podman run --name mongodb -p 27017:27017 -e MONGO_INITDB_DATABASE=unittest --detach mongo:latest mongod --replSet rs --setParameter transactionLifetimeLimitSeconds=5
-            until podman exec --tty mongodb mongosh 127.0.0.1:27017 --eval "db.runCommand({ ping: 1 })"; do
-              sleep 1
-            done
-            sudo podman exec --tty mongodb mongosh 127.0.0.1:27017 --eval "rs.initiate({\"_id\":\"rs\",\"members\":[{\"_id\":0,\"host\":\"127.0.0.1:27017\" }]})"
+          brew tap mongodb/brew
+          brew install [email protected]
+          brew services start [email protected]
       - name: Install package and pytest
         run: |
           python -m pip install .