try this approach

Author: blink1073

.github/workflows/test-python.yml

@@ -13,9 +13,11 @@ defaults:
   run:
     shell: bash -eux {0}
 
+env:
+  MONGODB_VERSION: 8.0
+
 jobs:
   build:
-    # supercharge/mongodb-github-action requires containers so we don't test other platforms
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
@@ -27,23 +29,25 @@ jobs:
       - uses: actions/checkout@v4
         with:
           persist-credentials: false
-          fetch-tags: true
+          fetch-depth: 0
       - name: Setup Python
         uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
       - 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
+        if: ${{ !startsWith(runner.os, 'macOS') }}
+        run: |
+            docker run --name mongodb -p 27017:27017 -e MONGO_INITDB_DATABASE=unittest --detach mongo:${MONGODB_VERSION} mongod --replSet rs --setParameter transactionLifetimeLimitSeconds=5
+            until docker exec --tty mongodb mongosh 127.0.0.1:27017 --eval "db.runCommand({ ping: 1 })"; do
+              sleep 1
+            done
+            sudo docker exec --tty mongodb mongosh 127.0.0.1:27017 --eval "rs.initiate({\"_id\":\"rs\",\"members\":[{\"_id\":0,\"host\":\"127.0.0.1:27017\" }]})"
       - name: Start MongoDB on MacOS
         if: ${{ startsWith(runner.os, 'macOS') }}
         run: |
           brew tap mongodb/brew
-          brew install mongodb-community@8.0
-          brew services start mongodb-community@8.0
+          brew install mongodb-community@${MONGODB_VERSION}
+          brew services start mongodb-community@${MONGODB_VERSION}
       - name: Install package and pytest
         run: |
           python -m pip install .