diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClient.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClient.java
index 0e57f989df34cb..eccfbe7ae8e98a 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClient.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClient.java
@@ -175,8 +175,9 @@ public Connection getConnection() throws JdbcClientException {
             Thread.currentThread().setContextClassLoader(this.classLoader);
             conn = dataSource.getConnection();
         } catch (Exception e) {
-            String errorMessage = String.format("Can not connect to jdbc due to error: %s, Catalog name: %s",
-                    e.getMessage(), this.getCatalogName());
+            String errorMessage = String.format(
+                    "Catalog `%s` can not connect to jdbc due to error: %s",
+                    this.getCatalogName(), JdbcClientException.getAllExceptionMessages(e));
             throw new JdbcClientException(errorMessage, e);
         } finally {
             Thread.currentThread().setContextClassLoader(oldClassLoader);
diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClientException.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClientException.java
index 7fcea7aa61aa2f..b07662459daa5b 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClientException.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/jdbc/client/JdbcClientException.java
@@ -48,4 +48,19 @@ private static Object[] escapePercentInArgs(Object... args) {
         }
         return escapedArgs;
     }
+
+    public static String getAllExceptionMessages(Throwable throwable) {
+        StringBuilder sb = new StringBuilder();
+        while (throwable != null) {
+            String message = throwable.getMessage();
+            if (message != null && !message.isEmpty()) {
+                if (sb.length() > 0) {
+                    sb.append(" | Caused by: ");
+                }
+                sb.append(message);
+            }
+            throwable = throwable.getCause();
+        }
+        return sb.toString();
+    }
 }