diff --git a/pywxdump/analyzer/export_chat.py b/pywxdump/analyzer/export_chat.py
index 199810b..5f09047 100644
--- a/pywxdump/analyzer/export_chat.py
+++ b/pywxdump/analyzer/export_chat.py
@@ -17,41 +17,91 @@ import sqlite3
 import os
 import json
 import time
-from .utils import get_md5
+from functools import wraps
+
+from .utils import get_md5, detach_databases, attach_databases, execute_sql
 from .db_parsing import read_img_dat, decompress_CompressContent, read_audio, parse_xml_string
 
 from flask import Flask, request, render_template, g, Blueprint
 
 
-def get_user_list(MSG_ALL_db_path, MicroMsg_db_path):
+def get_contact_list(MicroMsg_db_path):
+    """
+    获取联系人列表
+    :param MicroMsg_db_path: MicroMsg.db 文件路径
+    :return: 联系人列表
+    """
     users = []
-    # 连接 MSG_ALL.db 数据库，并执行查询
-    db1 = sqlite3.connect(MSG_ALL_db_path)
-    cursor1 = db1.cursor()
-    cursor1.execute("SELECT StrTalker, COUNT(*) AS ChatCount FROM MSG GROUP BY StrTalker ORDER BY ChatCount DESC")
-    result = cursor1.fetchall()
+    # 连接 MicroMsg.db 数据库，并执行查询
+    db = sqlite3.connect(MicroMsg_db_path)
+    cursor = db.cursor()
+    cursor.execute(
+        "SELECT A.UserName, A.NickName, A.Remark,B.bigHeadImgUrl FROM Contact A,ContactHeadImgUrl B ORDER BY NickName ASC")
+    result = cursor.fetchall()
 
     for row in result:
         # 获取用户名、昵称、备注和聊天记录数量
-        db2 = sqlite3.connect(MicroMsg_db_path)
-        cursor2 = db2.cursor()
-        cursor2.execute("SELECT UserName, NickName, Remark FROM Contact WHERE UserName=?", (row[0],))
-        result2 = cursor2.fetchone()
-        if result2:
-            username, nickname, remark = result2
-            chat_count = row[1]
-
-            # 拼接四列数据为元组
-            row_data = {"username": username, "nickname": nickname, "remark": remark, "chat_count": chat_count,
-                        "isChatRoom": username.startswith("@chatroom")}
-            users.append(row_data)
-        cursor2.close()
-        db2.close()
-    cursor1.close()
-    db1.close()
+        username, nickname, remark, headImgUrl = row
+        users.append({"username": username, "nickname": nickname, "remark": remark, "headImgUrl": headImgUrl})
+    cursor.close()
+    db.close()
     return users
 
 
+def msg_db_connect(func):
+    @wraps(func)
+    def wrapper(MSG_db_path, *args, **kwargs):
+        # 连接 MSG.db 数据库，并执行查询
+        if isinstance(MSG_db_path, list):
+            # alias, file_path
+            databases = {f"MSG{i}": db_path for i, db_path in enumerate(MSG_db_path)}
+        elif isinstance(MSG_db_path, str):
+            databases = {"MSG": MSG_db_path}
+        else:
+            raise TypeError("MSG_db_path 类型错误")
+
+        # 连接 MSG_ALL.db 数据库，并执行查询
+        if len(databases) > 1:
+            db = sqlite3.connect(":memory:")
+            attach_databases(db, databases)
+        else:
+            db = sqlite3.connect(list(databases.values())[0])
+
+        result = func("", db=db, databases=databases, *args, **kwargs)
+
+        # 断开数据库连接
+        if len(databases) > 1:
+            for alias in databases:
+                db.execute(f"DETACH DATABASE {alias}")
+            db.close()
+
+        return result
+
+    return wrapper
+
+
+@msg_db_connect
+def get_chat_count(MSG_db_path: [str, list], db=None, databases=None):
+    """
+    获取聊天记录数量
+    :param MSG_db_path: MSG.db 文件路径
+    :return: 聊天记录数量列表
+    """
+    # 构造 SQL 查询，使用 UNION ALL 联合不同数据库的 MSG 表
+    union_sql = " UNION ALL ".join(
+        f"SELECT StrTalker, COUNT(*) AS ChatCount FROM {alias}.MSG GROUP BY StrTalker" for alias in databases)
+
+    sql = f"SELECT StrTalker, SUM(ChatCount) AS TotalChatCount FROM ({union_sql}) GROUP BY StrTalker ORDER BY TotalChatCount DESC"
+
+    chat_counts = []
+    result = execute_sql(db, sql)
+    for row in result:
+        username, chat_count = row
+        row_data = {"username": username, "chat_count": chat_count}
+        chat_counts.append(row_data)
+    return chat_counts
+
+
 def load_base64_audio_data(MsgSvrID, MediaMSG_all_db_path):
     wave_data = read_audio(MsgSvrID, is_wave=True, DB_PATH=MediaMSG_all_db_path)
     if not wave_data:
diff --git a/pywxdump/analyzer/utils.py b/pywxdump/analyzer/utils.py
index acd334b..7ab16d1 100644
--- a/pywxdump/analyzer/utils.py
+++ b/pywxdump/analyzer/utils.py
@@ -18,5 +18,50 @@ def get_md5(data):
     md5.update(data)
     return md5.hexdigest()
 
+
+def attach_databases(connection, databases):
+    """
+    将多个数据库附加到给定的SQLite连接。
+    参数：
+    -连接：SQLite连接
+    -数据库：包含数据库别名和文件路径的词典
+    """
+    cursor = connection.cursor()
+    for alias, file_path in databases.items():
+        attach_command = f"ATTACH DATABASE '{file_path}' AS {alias};"
+        cursor.execute(attach_command)
+    connection.commit()
+
+
+def detach_databases(connection, aliases):
+    """
+    从给定的 SQLite 连接中分离多个数据库。
+
+    参数：
+        - connection： SQLite连接
+        - aliases：要分离的数据库别名列表
+    """
+    cursor = connection.cursor()
+    for alias in aliases:
+        detach_command = f"DETACH DATABASE {alias};"
+        cursor.execute(detach_command)
+    connection.commit()
+
+
+def execute_sql(connection, sql, params=None):
+    """
+    执行给定的SQL语句，返回结果。
+    参数：
+        - connection： SQLite连接
+        - sql：要执行的SQL语句
+        - params：SQL语句中的参数
+    """
+    cursor = connection.cursor()
+    if params:
+        cursor.execute(sql, params)
+    else:
+        cursor.execute(sql)
+    return cursor.fetchall()
+
 if __name__ == '__main__':
     pass