diff --git a/swh/scheduler/backend.py b/swh/scheduler/backend.py
--- a/swh/scheduler/backend.py
+++ b/swh/scheduler/backend.py
@@ -1,4 +1,4 @@
-# Copyright (C) 2015-2021  The Software Heritage developers
+# Copyright (C) 2015-2022  The Software Heritage developers
 # See the AUTHORS file at the top-level directory of this distribution
 # License: GNU General Public License version 3, or any later version
 # See top-level LICENSE file for more information
@@ -314,6 +314,7 @@
         self,
         lister_id: Optional[UUID] = None,
         url: Optional[str] = None,
+        enabled_only: bool = True,
         limit: int = 1000,
         page_token: Optional[ListedOriginPageToken] = None,
         db=None,
@@ -334,6 +335,9 @@
             query_filters.append("url = %s")
             query_params.append(url)
 
+        if enabled_only:
+            query_filters.append("enabled = true")
+
         if page_token is not None:
             query_filters.append("(lister_id, url) > %s")
             # the typeshed annotation for tuple() is too strict.
diff --git a/swh/scheduler/interface.py b/swh/scheduler/interface.py
--- a/swh/scheduler/interface.py
+++ b/swh/scheduler/interface.py
@@ -1,4 +1,4 @@
-# Copyright (C) 2015-2021  The Software Heritage developers
+# Copyright (C) 2015-2022  The Software Heritage developers
 # See the AUTHORS file at the top-level directory of this distribution
 # License: GNU General Public License version 3, or any later version
 # See top-level LICENSE file for more information
@@ -385,6 +385,7 @@
         self,
         lister_id: Optional[UUID] = None,
         url: Optional[str] = None,
+        enabled_only: bool = True,
         limit: int = 1000,
         page_token: Optional[ListedOriginPageToken] = None,
     ) -> PaginatedListedOriginList:
diff --git a/swh/scheduler/tests/conftest.py b/swh/scheduler/tests/conftest.py
--- a/swh/scheduler/tests/conftest.py
+++ b/swh/scheduler/tests/conftest.py
@@ -1,4 +1,4 @@
-# Copyright (C) 2016-2021  The Software Heritage developers
+# Copyright (C) 2016-2022  The Software Heritage developers
 # See the AUTHORS file at the top-level directory of this distribution
 # License: GNU General Public License version 3, or any later version
 # See top-level LICENSE file for more information
@@ -63,6 +63,14 @@
     return sum(listed_origins_by_type.values(), [])
 
 
+@pytest.fixture
+def listed_origins_with_non_enabled(listed_origins) -> List[ListedOrigin]:
+    """Return a (fixed) set of listed origins"""
+    for i, origin in enumerate(listed_origins):
+        origin.enabled = i % 2 == 0
+    return listed_origins
+
+
 @pytest.fixture
 def storage(swh_storage):
     """An instance of in-memory storage that gets injected
diff --git a/swh/scheduler/tests/test_journal_client.py b/swh/scheduler/tests/test_journal_client.py
--- a/swh/scheduler/tests/test_journal_client.py
+++ b/swh/scheduler/tests/test_journal_client.py
@@ -1,4 +1,4 @@
-# Copyright (C) 2021  The Software Heritage developers
+# Copyright (C) 2021-2022  The Software Heritage developers
 # See the AUTHORS file at the top-level directory of this distribution
 # License: GNU General Public License version 3, or any later version
 # See top-level LICENSE file for more information
@@ -1003,7 +1003,7 @@
     )
 
     # Now check that the origin in question is disabled
-    actual_page = swh_scheduler.get_listed_origins(url="bar")
+    actual_page = swh_scheduler.get_listed_origins(url="bar", enabled_only=False)
 
     assert len(actual_page.results) == 1
     assert actual_page.next_page_token is None
diff --git a/swh/scheduler/tests/test_scheduler.py b/swh/scheduler/tests/test_scheduler.py
--- a/swh/scheduler/tests/test_scheduler.py
+++ b/swh/scheduler/tests/test_scheduler.py
@@ -1,4 +1,4 @@
-# Copyright (C) 2017-2021  The Software Heritage developers
+# Copyright (C) 2017-2022  The Software Heritage developers
 # See the AUTHORS file at the top-level directory of this distribution
 # License: GNU General Public License version 3, or any later version
 # See top-level LICENSE file for more information
@@ -795,6 +795,27 @@
         assert ret.next_page_token is None
         assert len(ret.results) == len(listed_origins)
 
+    def test_get_listed_origins_enabled_only(
+        self, swh_scheduler, listed_origins_with_non_enabled
+    ) -> None:
+        swh_scheduler.record_listed_origins(listed_origins_with_non_enabled)
+        ret = swh_scheduler.get_listed_origins(
+            enabled_only=True, limit=len(listed_origins_with_non_enabled) + 1
+        )
+        assert ret.next_page_token is None
+        assert len(ret.results) == len(
+            [lo for lo in listed_origins_with_non_enabled if lo.enabled]
+        )
+        assert all([lo.enabled for lo in ret.results])
+
+        swh_scheduler.record_listed_origins(listed_origins_with_non_enabled)
+        ret = swh_scheduler.get_listed_origins(
+            enabled_only=False, limit=len(listed_origins_with_non_enabled) + 1
+        )
+        assert ret.next_page_token is None
+        assert len(ret.results) == len(listed_origins_with_non_enabled)
+        assert any([not lo.enabled for lo in ret.results])
+
     def _grab_next_visits_setup(self, swh_scheduler, listed_origins_by_type):
         """Basic origins setup for scheduling policy tests"""
         visit_type = next(iter(listed_origins_by_type))