diff --git a/shenyu-plugin/shenyu-plugin-proxy/shenyu-plugin-rpc/shenyu-plugin-dubbo/shenyu-plugin-apache-dubbo/src/main/java/org/apache/shenyu/plugin/apache/dubbo/cache/ApacheDubboConfigCache.java b/shenyu-plugin/shenyu-plugin-proxy/shenyu-plugin-rpc/shenyu-plugin-dubbo/shenyu-plugin-apache-dubbo/src/main/java/org/apache/shenyu/plugin/apache/dubbo/cache/ApacheDubboConfigCache.java
index 0f8e5804ab36..27fb930936c2 100644
--- a/shenyu-plugin/shenyu-plugin-proxy/shenyu-plugin-rpc/shenyu-plugin-dubbo/shenyu-plugin-apache-dubbo/src/main/java/org/apache/shenyu/plugin/apache/dubbo/cache/ApacheDubboConfigCache.java
+++ b/shenyu-plugin/shenyu-plugin-proxy/shenyu-plugin-rpc/shenyu-plugin-dubbo/shenyu-plugin-apache-dubbo/src/main/java/org/apache/shenyu/plugin/apache/dubbo/cache/ApacheDubboConfigCache.java
@@ -307,6 +307,17 @@ private ReferenceConfig<GenericService> buildReference(final MetaData metaData,
         reference.setRegistry(registryConfig);
         reference.setConsumer(consumerConfig);
         reference.setInterface(metaData.getServiceName());
+        
+        // Fix dubbo application discover cannot get service provider information #5708
+        try {
+            ConfigManager configManager = reference.getApplicationModel().getApplicationConfigManager();
+            if (CollectionUtils.isEmpty(configManager.getDefaultRegistries())){
+                configManager.addRegistry(registryConfig);
+            }
+        }catch (Throwable e){
+            //  no supported , do noting
+            LOG.error("dubbo version no supported", e);
+        }
         // default protocol is dubbo
         reference.setProtocol(CommonConstants.DUBBO);
         reference.setCheck(false);