diff --git a/src/connector/src/parser/mod.rs b/src/connector/src/parser/mod.rs
index 5f06db0d2596..661559ee741f 100644
--- a/src/connector/src/parser/mod.rs
+++ b/src/connector/src/parser/mod.rs
@@ -55,6 +55,7 @@ use crate::parser::maxwell::MaxwellParser;
 use crate::parser::simd_json_parser::DebeziumMongoJsonAccessBuilder;
 use crate::parser::util::{
     extract_cdc_meta_column, extract_header_inner_from_meta, extract_headers_from_meta,
+    extreact_timestamp_from_meta,
 };
 use crate::schema::schema_registry::SchemaRegistryAuth;
 use crate::schema::InvalidOptionError;
@@ -406,10 +407,18 @@ impl SourceStreamChunkRowWriter<'_> {
                     | &Some(ref col @ AdditionalColumnType::TableName(_))
                     | &Some(ref col @ AdditionalColumnType::Timestamp(_)),
                 ) => match self.row_meta {
-                    Some(row_meta) => Ok(A::output_for(
-                        extract_cdc_meta_column(row_meta.meta, col, desc.name.as_str())?
-                            .unwrap_or(None),
-                    )),
+                    Some(row_meta) => {
+                        if let SourceMeta::DebeziumCdc(cdc_meta) = row_meta.meta {
+                            Ok(A::output_for(
+                                extract_cdc_meta_column(cdc_meta, col, desc.name.as_str())?
+                                    .unwrap_or(None),
+                            ))
+                        } else {
+                            Ok(A::output_for(
+                                extreact_timestamp_from_meta(row_meta.meta).unwrap_or(None),
+                            ))
+                        }
+                    }
                     None => parse_field(desc), // parse from payload
                 },
                 (_, &Some(AdditionalColumnType::CollectionName(_))) => {
diff --git a/src/connector/src/parser/util.rs b/src/connector/src/parser/util.rs
index 5b2a2e01ac08..f423c8639b68 100644
--- a/src/connector/src/parser/util.rs
+++ b/src/connector/src/parser/util.rs
@@ -43,6 +43,7 @@ use risingwave_pb::plan_common::additional_column;
 use risingwave_pb::plan_common::additional_column::ColumnType;
 
 use crate::parser::{AccessError, AccessResult};
+use crate::source::cdc::DebeziumCdcMeta;
 
 /// get kafka topic name
 pub(super) fn get_kafka_topic(props: &HashMap<String, String>) -> ConnectorResult<&String> {
@@ -132,18 +133,18 @@ pub(super) async fn bytes_from_url(
     }
 }
 
+pub fn extreact_timestamp_from_meta(meta: &SourceMeta) -> Option<Datum> {
+    match meta {
+        SourceMeta::Kafka(kafka_meta) => kafka_meta.extract_timestamp(),
+        _ => None,
+    }
+}
+
 pub fn extract_cdc_meta_column(
-    meta: &SourceMeta,
+    cdc_meta: &DebeziumCdcMeta,
     column_type: &additional_column::ColumnType,
     column_name: &str,
 ) -> AccessResult<Option<Datum>> {
-    assert_matches!(meta, &SourceMeta::DebeziumCdc(_));
-
-    let cdc_meta = match meta {
-        SourceMeta::DebeziumCdc(cdc_meta) => cdc_meta,
-        _ => unreachable!(),
-    };
-
     match column_type {
         ColumnType::Timestamp(_) => Ok(cdc_meta.extract_timestamp()),
         ColumnType::DatabaseName(_) => Ok(cdc_meta.extract_database_name()),