diff --git a/mcp_server.py b/mcp_server.py
index 8c2838ce..773d405d 100644
--- a/mcp_server.py
+++ b/mcp_server.py
@@ -2361,6 +2361,36 @@ MEETING_MODEL_CONFIGS = {
     },
 }
 
+
+def clean_deepseek_tool_markers(content: str) -> str:
+    """
+    清理 DeepSeek 模型输出中的工具调用标记
+    DeepSeek 有时会以文本形式输出工具调用，格式如：
+    <｜tool▁calls▁begin｜><｜tool▁call▁begin｜>tool_name<｜tool▁sep｜>{"args": "value"}<｜tool▁call▁end｜><｜tool▁calls▁end｜>
+    """
+    import re
+    if not content:
+        return content
+
+    # 清理 DeepSeek 工具调用标记
+    # 匹配 <｜tool▁calls▁begin｜> ... <｜tool▁calls▁end｜> 整个块
+    pattern = r'<｜tool▁calls▁begin｜>.*?<｜tool▁calls▁end｜>'
+    cleaned = re.sub(pattern, '', content, flags=re.DOTALL)
+
+    # 也清理可能残留的单个标记
+    markers = [
+        '<｜tool▁calls▁begin｜>',
+        '<｜tool▁calls▁end｜>',
+        '<｜tool▁call▁begin｜>',
+        '<｜tool▁call▁end｜>',
+        '<｜tool▁sep｜>',
+    ]
+    for marker in markers:
+        cleaned = cleaned.replace(marker, '')
+
+    return cleaned.strip()
+
+
 # 每个角色可用的工具列表
 ROLE_TOOLS = {
     "buffett": ["search_china_news", "search_research_reports", "get_stock_basic_info", "get_stock_financial_index"],
@@ -2663,6 +2693,9 @@ async def stream_role_response(
                     "content": content
                 }
 
+        # 清理 DeepSeek 工具调用标记
+        full_content = clean_deepseek_tool_markers(full_content)
+
         # 发送完成事件
         yield {
             "type": "content_done",
diff --git a/src/views/AgentChat/components/MeetingRoom/MeetingMessageBubble.js b/src/views/AgentChat/components/MeetingRoom/MeetingMessageBubble.js
index 19845976..4d4b22b3 100644
--- a/src/views/AgentChat/components/MeetingRoom/MeetingMessageBubble.js
+++ b/src/views/AgentChat/components/MeetingRoom/MeetingMessageBubble.js
@@ -38,6 +38,32 @@ import {
 import { getRoleConfig, MEETING_ROLES } from '../../constants/meetingRoles';
 import { MarkdownWithCharts } from '@components/ChatBot/MarkdownWithCharts';
 
+/**
+ * 清理 DeepSeek 模型输出中的工具调用标记
+ * DeepSeek 有时会以文本形式输出工具调用，格式如：
+ * <｜tool▁calls▁begin｜><｜tool▁call▁begin｜>tool_name<｜tool▁sep｜>{"args": "value"}<｜tool▁call▁end｜><｜tool▁calls▁end｜>
+ */
+const cleanDeepseekToolMarkers = (content) => {
+  if (!content) return content;
+
+  // 清理 DeepSeek 工具调用标记（匹配整个块）
+  let cleaned = content.replace(/<｜tool▁calls▁begin｜>[\s\S]*?<｜tool▁calls▁end｜>/g, '');
+
+  // 清理可能残留的单个标记
+  const markers = [
+    '<｜tool▁calls▁begin｜>',
+    '<｜tool▁calls▁end｜>',
+    '<｜tool▁call▁begin｜>',
+    '<｜tool▁call▁end｜>',
+    '<｜tool▁sep｜>',
+  ];
+  markers.forEach((marker) => {
+    cleaned = cleaned.split(marker).join('');
+  });
+
+  return cleaned.trim();
+};
+
 /**
  * 解析 deepmoney 格式的内容
  * 格式: <think>思考过程</think><answer>回答内容</answer>
@@ -48,10 +74,13 @@ import { MarkdownWithCharts } from '@components/ChatBot/MarkdownWithCharts';
 const parseDeepmoneyContent = (content) => {
   if (!content) return { thinking: null, answer: '' };
 
+  // 先清理 DeepSeek 工具调用标记
+  const cleanedContent = cleanDeepseekToolMarkers(content);
+
   // 匹配 <think>...</think> 标签
-  const thinkMatch = content.match(/<think>([\s\S]*?)<\/think>/i);
+  const thinkMatch = cleanedContent.match(/<think>([\s\S]*?)<\/think>/i);
   // 匹配 <answer>...</answer> 标签
-  const answerMatch = content.match(/<answer>([\s\S]*?)<\/answer>/i);
+  const answerMatch = cleanedContent.match(/<answer>([\s\S]*?)<\/answer>/i);
 
   // 如果有 answer 标签，提取内容
   if (answerMatch) {
@@ -64,7 +93,7 @@ const parseDeepmoneyContent = (content) => {
   // 如果只有 think 标签但没有 answer 标签，可能正在流式输出中
   if (thinkMatch && !answerMatch) {
     // 检查 think 后面是否有其他内容
-    const afterThink = content.replace(/<think>[\s\S]*?<\/think>/i, '').trim();
+    const afterThink = cleanedContent.replace(/<think>[\s\S]*?<\/think>/i, '').trim();
     // 如果 think 后面有内容但不是 answer 标签包裹的，可能是部分输出
     if (afterThink && !afterThink.startsWith('<answer>')) {
       return {
@@ -78,10 +107,10 @@ const parseDeepmoneyContent = (content) => {
     };
   }
 
-  // 如果没有特殊标签，返回原内容
+  // 如果没有特殊标签，返回清理后的内容
   return {
     thinking: null,
-    answer: content,
+    answer: cleanedContent,
   };
 };