diff --git a/.github/mergify.yml b/.github/mergify.yml
index 193bb0fef1..2c10303778 100644
--- a/.github/mergify.yml
+++ b/.github/mergify.yml
@@ -1,4 +1,43 @@
+queue_rules:
+  - name: default
+    merge_method: merge
+    commit_message_template: |
+      {{ title }} (#{{ number }})
+
+      {{ body }}
+
+      Signed-off-by: Mergify <noreply@mergify.com>
+    queue_conditions:
+      - check-success=DCO
+      - check-success=quality-check
+      - check-success=transformers-tests
+      - check-success=base-tests (3.10)
+      - check-success=base-tests (3.13)
+      - check-success=pytorch-tests (3.10)
+      - check-success=pytorch-tests (3.13)
+      - check-success=markdown-link-check
+
 pull_request_rules:
+  - name: Automatically merge when ready
+    conditions:
+      - base=main
+      - label=ready
+      - "#approved-reviews-by>=2"
+      - check-success=DCO
+      - check-success=quality-check
+      - check-success=transformers-tests
+      - check-success=base-tests (3.10)
+      - check-success=base-tests (3.13)
+      - check-success=pytorch-tests (3.10)
+      - check-success=pytorch-tests (3.13)
+      - check-success=markdown-link-check
+      - check-success=ready-label-check
+      - -conflict
+      - -draft
+    actions:
+      queue:
+        name: default
+
   - name: label-documentation
     description: Automatically apply documentation label
     conditions: