diff --git a/conftest.py b/conftest.py
--- a/conftest.py
+++ b/conftest.py
@@ -12,4 +12,8 @@
 settings.register_profile("slow", max_examples=20, deadline=5000)
 
 
-pytest_plugins = ["swh.scheduler.pytest_plugin", "swh.core.db.pytest_plugin"]
+pytest_plugins = [
+    "swh.scheduler.pytest_plugin",
+    "swh.core.db.pytest_plugin",
+    "swh.storage.pytest_plugin",
+]
diff --git a/requirements-test.txt b/requirements-test.txt
--- a/requirements-test.txt
+++ b/requirements-test.txt
@@ -3,6 +3,7 @@
 celery >= 4.3
 hypothesis >= 3.11.0
 swh.lister
+swh.storage[testing]
 types-click
 types-flask
 types-pyyaml
diff --git a/swh/scheduler/tests/test_cli.py b/swh/scheduler/tests/test_cli.py
--- a/swh/scheduler/tests/test_cli.py
+++ b/swh/scheduler/tests/test_cli.py
@@ -18,7 +18,6 @@
 from swh.model.model import Origin
 from swh.scheduler.cli import cli
 from swh.scheduler.utils import create_task_dict, utcnow
-from swh.storage import get_storage
 
 CLI_CONFIG = """
 scheduler:
@@ -597,13 +596,12 @@
 
 
 @pytest.fixture
-def storage():
+def storage(swh_storage):
     """An instance of in-memory storage that gets injected
     into the CLI functions."""
-    storage = get_storage(cls="memory")
     with patch("swh.storage.get_storage") as get_storage_mock:
-        get_storage_mock.return_value = storage
-        yield storage
+        get_storage_mock.return_value = swh_storage
+        yield swh_storage
 
 
 @patch("swh.scheduler.cli.utils.TASK_BATCH_SIZE", 3)