diff --git a/application/src/main/java/run/halo/app/plugin/PluginServiceImpl.java b/application/src/main/java/run/halo/app/plugin/PluginServiceImpl.java
index 6e3158418..2bc3812c0 100644
--- a/application/src/main/java/run/halo/app/plugin/PluginServiceImpl.java
+++ b/application/src/main/java/run/halo/app/plugin/PluginServiceImpl.java
@@ -516,7 +516,8 @@ public class PluginServiceImpl implements PluginService, InitializingBean, Dispo
                     return path;
                 });
         } catch (IOException e) {
-            return Flux.error(e);
+            log.debug("Failed to load preset plugins: {}", e.getMessage());
+            return Flux.empty();
         }
     }