diff --git a/.mergify.yml b/.mergify.yml
index af88c49c..1b8f20cc 100644
--- a/.mergify.yml
+++ b/.mergify.yml
@@ -14,10 +14,11 @@ defaults:
   actions:
     queue:
       allow_merging_configuration_change: true
+      method: rebase
 pull_request_rules:
   - name: merge using the merge queue
     conditions:
       - base=master
-      - label=merge-queue
+      - label~=merge-queue|dependencies
     actions:
       queue: {}