diff --git a/CHANGELOG/CHANGELOG-3.5.md b/CHANGELOG/CHANGELOG-3.5.md
index f0b7eb7be9e1..4d44bc3c9e03 100644
--- a/CHANGELOG/CHANGELOG-3.5.md
+++ b/CHANGELOG/CHANGELOG-3.5.md
@@ -12,6 +12,9 @@ Previous change logs can be found at [CHANGELOG-3.4](https://github.com/etcd-io/
 ### Package `clientv3`
 - Fix [Multiple endpoints with same prefix got mixed up](https://github.com/etcd-io/etcd/pull/15939)
 
+### etcd server
+- [Support unix/unixs socket URLs in pkg/types.NewURLs](https://github.com/etcd-io/etcd/pull/15940), allow using such urls to create embed server
+
 <hr>
 
 ## v3.5.9 (2023-05-11)