diff --git a/app/api/endpoints/search.py b/app/api/endpoints/search.py
index f6ea2491..b88c3fbf 100644
--- a/app/api/endpoints/search.py
+++ b/app/api/endpoints/search.py
@@ -1,3 +1,4 @@
+import asyncio
 import json
 from typing import List, Any, Optional, AsyncIterator
 
@@ -17,6 +18,9 @@ from app.schemas.types import MediaType, ChainEventType
 
 router = APIRouter()
 
+_SSE_APPEND_FLUSH_INTERVAL = 1
+_SSE_APPEND_MAX_ITEMS = 48
+
 
 def _parse_site_list(sites: Optional[str]) -> Optional[List[int]]:
     """
@@ -32,14 +36,97 @@ def _sse_event(data: dict) -> str:
     return f"data: {json.dumps(data, ensure_ascii=False)}\n\n"
 
 
+def _merge_append_event(pending_event: Optional[dict], event: dict) -> dict:
+    """
+    合并短时间内连续到达的 append 事件，降低前端刷新频率。
+    """
+    items = list(event.get("items") or [])
+    if not pending_event:
+        merged_event = dict(event)
+        merged_event["items"] = items
+        return merged_event
+
+    merged_event = dict(pending_event)
+    merged_event.update({
+        key: value
+        for key, value in event.items()
+        if key != "items"
+    })
+    merged_event["type"] = "append"
+    merged_event["items"] = [*(pending_event.get("items") or []), *items]
+    return merged_event
+
+
+async def _iter_batched_search_events(event_source: AsyncIterator[dict]) -> AsyncIterator[dict]:
+    """
+    对搜索流事件做轻量批处理，避免站点结果集中返回时产生过密 SSE。
+    """
+    iterator = event_source.__aiter__()
+    pending_append_event: Optional[dict] = None
+    next_event_task: Optional[asyncio.Task] = None
+
+    try:
+        while True:
+            if next_event_task is None:
+                next_event_task = asyncio.create_task(anext(iterator))
+
+            timeout = _SSE_APPEND_FLUSH_INTERVAL if pending_append_event else None
+            done, _ = await asyncio.wait({next_event_task}, timeout=timeout)
+
+            if not done:
+                if pending_append_event:
+                    yield pending_append_event
+                    pending_append_event = None
+                continue
+
+            try:
+                event = next_event_task.result()
+            except StopAsyncIteration:
+                next_event_task = None
+                break
+            finally:
+                if next_event_task and next_event_task.done():
+                    next_event_task = None
+
+            if event.get("type") == "append":
+                pending_append_event = _merge_append_event(pending_append_event, event)
+                if len(pending_append_event.get("items") or []) >= _SSE_APPEND_MAX_ITEMS:
+                    yield pending_append_event
+                    pending_append_event = None
+                continue
+
+            if pending_append_event:
+                yield pending_append_event
+                pending_append_event = None
+
+            yield event
+    finally:
+        if next_event_task and not next_event_task.done():
+            next_event_task.cancel()
+            await asyncio.gather(next_event_task, return_exceptions=True)
+
+    if pending_append_event:
+        yield pending_append_event
+
+
 async def _stream_search_events(request: Request, event_source: AsyncIterator[dict]):
     """
     输出搜索SSE事件
     """
     try:
-        async for event in event_source:
+        has_sent_final_replace = False
+        async for event in _iter_batched_search_events(event_source):
             if await request.is_disconnected():
                 break
+            # 精确搜索会先发送 replace，再发送 done。done 再带整包 items 只会重复占用带宽和前端内存。
+            if event.get("type") == "replace" and event.get("items"):
+                has_sent_final_replace = True
+            elif event.get("type") == "done" and has_sent_final_replace and event.get("stage") == "done" and event.get("items"):
+                event = {
+                    key: value
+                    for key, value in event.items()
+                    if key != "items"
+                }
             yield _sse_event(event)
     except Exception as err:
         logger.error(f"渐进式搜索出错：{err}", exc_info=True)