diff --git a/src/onebot11/action/group/GetGroupMemberList.ts b/src/onebot11/action/group/GetGroupMemberList.ts
index 3a646bab..9a2e500b 100644
--- a/src/onebot11/action/group/GetGroupMemberList.ts
+++ b/src/onebot11/action/group/GetGroupMemberList.ts
@@ -7,6 +7,8 @@ import { napCatCore, NTQQGroupApi, NTQQUserApi, SignMiniApp } from '@/core';
 import { WebApi } from '@/core/apis/webapi';
 import { logDebug } from '@/common/utils/log';
 import { FromSchema, JSONSchema } from 'json-schema-to-ts';
+import { getLastSentTimeAndJoinTime }from "./LastSendAndJoinRemberLRU"
+
 const SchemaData = {
   type: 'object',
   properties: {
@@ -56,6 +58,21 @@ class GetGroupMemberList extends BaseAction<Payload, OB11GroupMember[]> {
     }
     // 还原Map到Array
     const RetGroupMember: OB11GroupMember[] = Array.from(MemberMap.values());
+
+     // 无管理员权限通过本地记录获取发言时间
+    const haveAdmin = RetGroupMember[0].last_sent_time !== 0;
+    if (!haveAdmin) {
+      logDebug('没有管理员权限，使用本地记录');
+      const _sendAndJoinRember = await getLastSentTimeAndJoinTime(parseInt(group.groupCode));
+      _sendAndJoinRember.forEach((rember) => {
+        const member = RetGroupMember.find(member=>member.user_id == rember.user_id);
+        if(member){
+          member.last_sent_time = rember.last_sent_time;
+          member.join_time = rember.join_time;
+        }
+      })
+    }
+    
     return RetGroupMember;
   }
 }
diff --git a/src/onebot11/action/group/LRUCache.ts b/src/onebot11/action/group/LRUCache.ts
new file mode 100644
index 00000000..d45bf8ba
--- /dev/null
+++ b/src/onebot11/action/group/LRUCache.ts
@@ -0,0 +1,178 @@
+import { logError, logDebug } from "@/common/utils/log";
+
+type group_id = number;
+type user_id = number;
+
+class cacheNode<T> {
+  value: T;
+  groupId: group_id;
+  userId: user_id;
+  prev: cacheNode<T> | null;
+  next: cacheNode<T> | null;
+  timestamp: number;
+
+  constructor(groupId: group_id, userId: user_id, value: T) {
+    this.groupId = groupId;
+    this.userId = userId;
+    this.value = value;
+    this.prev = null;
+    this.next = null;
+    this.timestamp = Date.now();
+  }
+}
+
+type cache<T> = { [key: group_id]: { [key: user_id]: cacheNode<T> } };
+class LRU<T> {
+  private maxAge: number;
+  private maxSize: number;
+  private currentSize: number;
+  private cache: cache<T>;
+  private head: cacheNode<T> | null = null;
+  private tail: cacheNode<T> | null = null;
+  private onFuncs: ((node: cacheNode<T>) => void)[] = [];
+
+  constructor(maxAge: number = 2e4, maxSize: number = 5e3) {
+    this.maxAge = maxAge;
+    this.maxSize = maxSize;
+    this.cache = Object.create(null);
+    this.currentSize = 0;
+
+    if (maxSize == 0) return;
+    setInterval(() => this.removeExpired(), this.maxAge);
+  }
+
+  // 移除LRU节点
+  private removeLRUNode(node: cacheNode<T>) {
+    logDebug(
+      "removeLRUNode",
+      node.groupId,
+      node.userId,
+      node.value,
+      this.currentSize
+    );
+    node.prev = node.next = null;
+    delete this.cache[node.groupId][node.userId];
+    this.removeNode(node);
+    this.onFuncs.forEach((func) => func(node));
+    this.currentSize--;
+    logDebug("removeLRUNode", "After", this.currentSize);
+  }
+
+  public on(func: (node: cacheNode<T>) => void) {
+    this.onFuncs.push(func);
+  }
+
+  private removeExpired() {
+    console.log("remove expired LRU node", !!this.tail);
+    //console.log(`now current`, this.currentSize);
+    //const rCurrent = Object.values(this.cache)
+    //  .map((group) => Object.values(group))
+    //  .flat().length;
+    //console.log(`realiy current`, rCurrent);
+
+    const now = Date.now();
+    let current = this.tail;
+    const nodesToRemove: cacheNode<T>[] = [];
+    let removedCount = 0;
+
+    // 收集需要删除的节点
+    while (current && now - current.timestamp > this.maxAge) {
+      nodesToRemove.push(current);
+      current = current.prev;
+      removedCount++;
+      if (removedCount >= 100) break;
+    }
+
+    // 更新链表指向
+    if (nodesToRemove.length > 0) {
+      const newTail = nodesToRemove[nodesToRemove.length - 1].prev;
+      if (newTail) {
+        newTail.next = null;
+      } else {
+        this.head = null;
+      }
+      this.tail = newTail;
+    }
+
+    // 删除收集到的节点
+    // console.log(nodesToRemove)
+    nodesToRemove.forEach((node) => {
+      // console.log("node is null", node === null);
+      node.prev = node.next = null;
+      delete this.cache[node.groupId][node.userId];
+
+      this.currentSize--;
+      this.onFuncs.forEach((func) => func(node));
+    });
+    
+    console.log("after remove expired current", this.currentSize);
+    // console.log(
+    //  "after remove expired realiy current",
+    //  Object.values(this.cache)
+    //    .map((group) => Object.values(group))
+    //    .flat().length
+    // );
+  }
+
+  private addNode(node: cacheNode<T>) {
+    node.next = this.head;
+    if (this.head) this.head.prev = node;
+    if (!this.tail) this.tail = node;
+    this.head = node;
+  }
+
+  private removeNode(node: cacheNode<T>) {
+    if (node.prev) node.prev.next = node.next;
+    if (node.next) node.next.prev = node.prev;
+    if (node === this.head) this.head = node.next;
+    if (node === this.tail) this.tail = node.prev;
+  }
+
+  private moveToHead(node: cacheNode<T>) {
+    if (this.head === node) return;
+
+    this.removeNode(node);
+    this.addNode(node);
+    node.prev = null;
+
+    logDebug("moveToHead", node.groupId, node.userId, node.value);
+  }
+
+  public set(groupId: group_id, userId: user_id, value: T) {
+    logDebug("set", groupId, userId, value, this.currentSize);
+
+    if (!this.cache[groupId]) {
+      logDebug("set", "create group", groupId);
+      this.cache[groupId] = Object.create(null);
+    }
+
+    const groupObject = this.cache[groupId];
+
+    if (groupObject[userId]) {
+      logDebug("update", groupId, userId, value);
+      const node = groupObject[userId];
+      node.value = value;
+      node.timestamp = Date.now();
+      this.moveToHead(node);
+    } else {
+      logDebug("add", groupId, userId, value);
+      const node = new cacheNode(groupId, userId, value);
+      groupObject[userId] = node;
+      this.currentSize++;
+      this.addNode(node);
+      if (this.currentSize > this.maxSize) {
+        const tail = this.tail!;
+        logDebug(
+          "remove expired LRU node",
+          tail.groupId,
+          tail.userId,
+          tail.value,
+          this.currentSize
+        );
+        this.removeLRUNode(tail);
+      }
+    }
+  }
+}
+
+export default LRU;
diff --git a/src/onebot11/action/group/LastSendAndJoinRemberLRU.ts b/src/onebot11/action/group/LastSendAndJoinRemberLRU.ts
new file mode 100644
index 00000000..2abf0124
--- /dev/null
+++ b/src/onebot11/action/group/LastSendAndJoinRemberLRU.ts
@@ -0,0 +1,188 @@
+import sqlite3 from "sqlite3";
+import { logError, logDebug } from "@/common/utils/log";
+import { selfInfo } from "@/core/data";
+import { ob11Config } from "@/onebot11/config";
+import LRU from "./LRUCache";
+import path from "path";
+
+const dbPath = path.join(
+  ob11Config.getConfigDir(),
+  `lastSendAndJoinRember_${selfInfo.uin}.db`
+);
+const remberDb = new sqlite3.Database(dbPath);
+
+// 初始化全部的群到内存中
+const groupIds: number[] = [];
+remberDb.serialize(() => {
+  const sql = `SELECT * FROM sqlite_master WHERE type='table'`;
+  remberDb.all(sql, [], (err, rows: { name: string }[]) => {
+    if (err) return logError(err);
+    rows.forEach((row) => groupIds.push(parseInt(row.name)));
+    logDebug(`已加载 ${groupIds.length} 个群`);
+    console.log(groupIds);
+  });
+});
+
+const createTableSQL = (groupId: number) =>
+  `CREATE TABLE IF NOT EXISTS "${groupId}" (
+        user_id INTEGER,
+        last_sent_time INTEGER,
+        join_time INTEGER,
+        PRIMARY KEY (user_id)
+    );`;
+
+async function createTableIfNotExist(groupId: number) {
+  // 未开启本地记录
+  if (!ob11Config.localDB) return;
+
+  logDebug("检测数据表存在", groupId);
+  if (groupIds.includes(groupId)) {
+    logDebug("数据表已存在", groupId);
+    return;
+  }
+
+  logDebug("创建数据表", groupId);
+  return new Promise((resolve, reject) => {
+    const sql = createTableSQL(groupId);
+    remberDb.all(sql, (err) => {
+      if (err) {
+        logError("数据表创建失败", err);
+        reject(err);
+        return;
+      }
+      groupIds.push(groupId);
+      logDebug("数据表创建成功", groupId);
+      resolve(true);
+    });
+  });
+}
+
+// 入群记录
+export async function insertJoinTime(
+  groupId: number,
+  userId: number,
+  time: number
+) {
+  // 未开启本地记录
+  if (!ob11Config.localDB) return;
+
+  logDebug("插入入群时间", userId, groupId);
+  await createTableIfNotExist(groupId);
+  remberDb.all(
+    `INSERT OR REPLACE INTO "${groupId}"  (user_id, last_sent_time, join_time) VALUES (?,?,?)`,
+    [userId, time, time],
+    (err) => {
+      if (err)
+        logError(err),
+          Promise.reject(),
+          console.log("插入入群时间失败", userId, groupId);
+    }
+  );
+}
+
+// 发言记录
+const LURCache = new LRU<number>();
+const LastSentCache = new (class {
+  private cache: { gid: number; uid: number }[] = [];
+  private maxSize: number;
+
+  constructor(maxSize: number = 5000) {
+    this.maxSize = maxSize;
+  }
+
+  get(gid: number, uid: number): boolean {
+    const exists = this.cache.some(
+      (entry) => entry.gid === gid && entry.uid === uid
+    );
+    if (!exists) {
+      this.cache.push({ gid, uid });
+      if (this.cache.length > this.maxSize) {
+        this.cache.shift();
+      }
+    }
+
+    return exists;
+  }
+})();
+
+LURCache.on(async (node) => {
+  const { value: time, groupId, userId } = node;
+
+  logDebug("插入发言时间", userId, groupId);
+  await createTableIfNotExist(groupId);
+
+  const method = await getDataSetMethod(groupId, userId);
+  logDebug("插入发言时间方法判断", userId, groupId, method);
+
+  const sql =
+    method == "update"
+      ? `UPDATE "${groupId}" SET last_sent_time = ? WHERE user_id = ?`
+      : `INSERT INTO "${groupId}" (last_sent_time, user_id)  VALUES (?, ?)`;
+
+  remberDb.all(sql, [time, userId], (err) => {
+    if (err) {
+      return logError("插入/更新发言时间失败", userId, groupId);
+    }
+    logDebug("插入/更新发言时间成功", userId, groupId);
+  });
+});
+
+async function getDataSetMethod(groupId: number, userId: number) {
+  // 缓存记录
+  if (LastSentCache.get(groupId, userId)) {
+    logDebug("缓存命中", userId, groupId);
+    return "update";
+  }
+
+  // 数据库判断
+  return new Promise<"insert" | "update">((resolve, reject) => {
+    remberDb.all(
+      `SELECT * FROM "${groupId}" WHERE user_id = ?`,
+      [userId],
+      (err, rows) => {
+        if (err) {
+          logError("查询发言时间存在失败", userId, groupId, err);
+          return logError("插入发言时间失败", userId, groupId, err);
+        }
+
+        if (rows.length === 0) {
+          logDebug("查询发言时间不存在", userId, groupId);
+          return resolve("insert");
+        }
+
+        logDebug("查询发言时间存在", userId, groupId);
+        resolve("update");
+      }
+    );
+  });
+}
+
+interface IRember {
+  last_sent_time: number;
+  join_time: number;
+  user_id: number;
+}
+export async function getLastSentTimeAndJoinTime(
+  groupId: number
+): Promise<IRember[]> {
+  logDebug("读取发言时间", groupId);
+  return new Promise<IRember[]>((resolve, reject) => {
+    remberDb.all(`SELECT * FROM "${groupId}" `, (err, rows: IRember[]) => {
+      if (err) {
+        logError("查询发言时间失败", groupId);
+        return resolve([]);
+      }
+      logDebug("查询发言时间成功", groupId, rows);
+      resolve(rows);
+    });
+  });
+}
+
+export function insertLastSentTime(
+  groupId: number,
+  userId: number,
+  time: number
+) {
+  if (!ob11Config.localDB) return;
+  LURCache.set(groupId, userId,time)
+}
diff --git a/src/onebot11/config.ts b/src/onebot11/config.ts
index 01ad1de8..3992e443 100644
--- a/src/onebot11/config.ts
+++ b/src/onebot11/config.ts
@@ -33,6 +33,8 @@ export interface OB11Config {
   reportSelfMessage: boolean;
   token: string;
 
+  localDB: boolean;
+
   read(): OB11Config;
 
   save(config: OB11Config): void;
@@ -65,6 +67,8 @@ class Config extends ConfigBase<OB11Config> implements OB11Config {
   reportSelfMessage = false;
   token = '';
 
+  localDB = true;
+
   getConfigPath() {
     return path.join(this.getConfigDir(), `onebot11_${selfInfo.uin}.json`);
   }
diff --git a/src/onebot11/main.ts b/src/onebot11/main.ts
index 8833a497..572d11c7 100644
--- a/src/onebot11/main.ts
+++ b/src/onebot11/main.ts
@@ -35,6 +35,7 @@ import { Data as SysData } from '@/proto/SysMessage';
 import { Data as DeviceData } from '@/proto/SysMessage.DeviceChange';
 import { OB11FriendPokeEvent, OB11GroupPokeEvent } from './event/notice/OB11PokeEvent';
 import { isEqual } from '@/common/utils/helper';
+import { insertLastSentTime } from "./action/group/LastSendAndJoinRemberLRU"
 
 //下面几个其实应该移进Core-Data 缓存实现 但是现在在这里方便
 //
@@ -286,6 +287,9 @@ export class NapCatOnebot11 {
         }
         if (msg.post_type === 'message') {
           logMessage(msg as OB11Message).then().catch(logError);
+           if (msg.message_type == 'group' && msg.group_id) {
+              insertLastSentTime(msg.group_id, msg.user_id, msg.time)
+            }
         } else if (msg.post_type === 'notice') {
           logNotice(msg).then().catch(logError);
         } else if (msg.post_type === 'request') {