diff --git a/changes/en-us/2.x.md b/changes/en-us/2.x.md
index 2735e14a76d..a60f1b282fc 100644
--- a/changes/en-us/2.x.md
+++ b/changes/en-us/2.x.md
@@ -48,7 +48,7 @@ Add changes here for all PR submitted to the 2.x branch.
 - [[#7149](https://github.com/apache/incubator-seata/pull/7149)] Fix abnormal character display issues in ./distribution/NOTICE.md
 - [[#7170](https://github.com/apache/incubator-seata/pull/7170)] Optimize seata client I/O processing by adjusting thread count
 - [[#7179](https://github.com/apache/incubator-seata/pull/7179)] Use shared EventLoop for TM and RM clients to reduce thread overhead and improve performance
-
+- [[#7194](https://github.com/apache/incubator-seata/pull/7194)] automatically skipping proxy for datasource of type AbstractRoutingDataSource
 
 ### security:
 - [[#6069](https://github.com/apache/incubator-seata/pull/6069)] Upgrade Guava dependencies to fix security vulnerabilities
@@ -89,5 +89,6 @@ Thanks to these contributors for their code commits. Please report an unintended
 - [xingfudeshi](https://github.com/xingfudeshi)
 - [YongGoose](https://github.com/YongGoose)
 - [Monilnarang](https://github.com/Monilnarang)
+- [iAmClever](https://github.com/iAmClever)
 
 Also, we receive many valuable issues, questions and advices from our community. Thanks for you all.
diff --git a/changes/zh-cn/2.x.md b/changes/zh-cn/2.x.md
index 2f624c01c31..31e878a5871 100644
--- a/changes/zh-cn/2.x.md
+++ b/changes/zh-cn/2.x.md
@@ -49,7 +49,7 @@
 - [[#7149](https://github.com/apache/incubator-seata/pull/7149)] 修复./distribution/NOTICE.md文件中的异常字符串显示问题
 - [[#7170](https://github.com/apache/incubator-seata/pull/7170)] 通过调整线程数优化 Seata 客户端 I/O 处理
 - [[#7179](https://github.com/apache/incubator-seata/pull/7179)] 使用共享的 EventLoop 来减少 TM 和 RM 客户端的线程开销并提高性能
-
+- [[#7194](https://github.com/apache/incubator-seata/pull/7194)] 自动跳过对AbstractRoutingDataSource类型数据源的代理
 
 ### security:
 - [[#6069](https://github.com/apache/incubator-seata/pull/6069)] 升级Guava依赖版本，修复安全漏洞
@@ -90,5 +90,6 @@
 - [xingfudeshi](https://github.com/xingfudeshi)
 - [YongGoose](https://github.com/YongGoose)
 - [Monilnarang](https://github.com/Monilnarang)
+- [iAmClever](https://github.com/iAmClever)
 
 同时，我们收到了社区反馈的很多有价值的issue和建议，非常感谢大家。
diff --git a/spring/src/main/java/org/apache/seata/spring/annotation/datasource/SeataAutoDataSourceProxyCreator.java b/spring/src/main/java/org/apache/seata/spring/annotation/datasource/SeataAutoDataSourceProxyCreator.java
index 50aff3449dc..ef50a211c31 100644
--- a/spring/src/main/java/org/apache/seata/spring/annotation/datasource/SeataAutoDataSourceProxyCreator.java
+++ b/spring/src/main/java/org/apache/seata/spring/annotation/datasource/SeataAutoDataSourceProxyCreator.java
@@ -71,7 +71,7 @@ protected boolean shouldSkip(Class<?> beanClass, String beanName) {
     @Override
     protected Object wrapIfNecessary(Object bean, String beanName, Object cacheKey) {
         // we only care DataSource bean
-        if (!(bean instanceof DataSource)) {
+        if (!(bean instanceof DataSource) || isAbstractRoutingDataSource(bean)) {
             return bean;
         }
 
@@ -108,6 +108,22 @@ protected Object wrapIfNecessary(Object bean, String beanName, Object cacheKey)
         return originEnhancer;
     }
 
+    /**
+     * Checks if the given bean is an instance of AbstractRoutingDataSource.
+     *
+     * @param bean the object to check
+     * @return true if the bean is an instance of AbstractRoutingDataSource, false otherwise
+     */
+    private boolean isAbstractRoutingDataSource(Object bean) {
+        try {
+            Class<?> clazz = Class.forName("org.springframework.jdbc.datasource.lookup.AbstractRoutingDataSource");
+            return clazz.isAssignableFrom(bean.getClass());
+        } catch (ClassNotFoundException e) {
+            // AbstractRoutingDataSource not found
+            return false;
+        }
+    }
+
     SeataDataSourceProxy buildProxy(DataSource origin, String proxyMode) {
         if (BranchType.AT.name().equalsIgnoreCase(proxyMode)) {
             return new DataSourceProxy(origin);