diff --git a/backend/app/main.py b/backend/app/main.py
index 2c78e03..d2ee7d4 100644
--- a/backend/app/main.py
+++ b/backend/app/main.py
@@ -63,6 +63,7 @@ async def lifespan(app: FastAPI):
     import app.models.scheduled_task  # noqa
     import app.models.schema_revision  # noqa
     import app.models.slow_log  # noqa
+    import app.models.query_history  # noqa
 
     await init_db()
     await seed_data()
diff --git a/backend/app/models/__init__.py b/backend/app/models/__init__.py
index 45c0bbb..d038a25 100644
--- a/backend/app/models/__init__.py
+++ b/backend/app/models/__init__.py
@@ -1,2 +1,3 @@
 from app.models.instance_group import InstanceGroup, user_groups  # noqa: F401
 from app.models.system_setting import SystemSetting  # noqa: F401
+from app.models.query_history import QueryHistory, QuickQueryModel  # noqa: F401
diff --git a/backend/app/models/query_history.py b/backend/app/models/query_history.py
new file mode 100644
index 0000000..d76012b
--- /dev/null
+++ b/backend/app/models/query_history.py
@@ -0,0 +1,40 @@
+from sqlalchemy import Column, Integer, String, Text, DateTime, Boolean, func
+
+from app.core.database import Base
+
+
+class QueryHistory(Base):
+    __tablename__ = "query_histories"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    user_id = Column(Integer, nullable=False, index=True)
+    username = Column(String(100), nullable=False, default="")
+    instance_id = Column(Integer, nullable=False, default=0)
+    instance_name = Column(String(100), nullable=False, default="")
+    db_type = Column(String(20), nullable=False, default="")
+    database_name = Column(String(100), nullable=False, default="")
+    query_content = Column(Text, nullable=False, default="")
+    query_type = Column(String(50), nullable=False, default="")
+    execution_time_ms = Column(Integer, nullable=False, default=0)
+    result_rows = Column(Integer, nullable=False, default=0)
+    is_success = Column(Boolean, nullable=False, default=True)
+    error_message = Column(Text, nullable=True)
+    is_favorite = Column(Boolean, nullable=False, default=False)
+    note = Column(Text, nullable=False, default="")
+    created_at = Column(DateTime, server_default=func.now())
+
+
+class QuickQueryModel(Base):
+    __tablename__ = "quick_queries"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    name = Column(String(200), nullable=False)
+    description = Column(Text, nullable=False, default="")
+    query_content = Column(Text, nullable=False, default="")
+    db_type = Column(String(20), nullable=False, default="")
+    database_pattern = Column(String(200), nullable=False, default="*")
+    is_shared = Column(Boolean, nullable=False, default=False)
+    created_by = Column(Integer, nullable=False, default=0)
+    created_by_name = Column(String(100), nullable=False, default="")
+    usage_count = Column(Integer, nullable=False, default=0)
+    created_at = Column(DateTime, server_default=func.now())
diff --git a/frontend/src/pages/Dashboard.tsx b/frontend/src/pages/Dashboard.tsx
index 0f5c52b..0cef163 100644
--- a/frontend/src/pages/Dashboard.tsx
+++ b/frontend/src/pages/Dashboard.tsx
@@ -65,16 +65,15 @@ const trendDatasets: Record<TrendRange, TrendDataset> = {
 /* ------------------------------------------------------------------ */
 /*  Helpers                                                            */
 /* ------------------------------------------------------------------ */
-function calcHealthScore(inst: DBInstance): number {
+function calcHealthScore(inst: any): number {
   if (inst.status === 'offline') return 0;
+  if (inst.healthScore != null) return inst.healthScore;
   let score = 100;
-  if (inst.cpu > 80) score -= 25;
-  else if (inst.cpu > 60) score -= 10;
-  if (inst.memory > 85) score -= 20;
-  else if (inst.memory > 70) score -= 10;
-  if (inst.latency > 10) score -= 20;
-  else if (inst.latency > 5) score -= 10;
-  if (inst.disk > 80) score -= 15;
+  const cpu = inst.cpu ?? 0, memory = inst.memory ?? 0, latency = inst.latency ?? 0, disk = inst.disk ?? 0;
+  if (cpu > 80) score -= 25; else if (cpu > 60) score -= 10;
+  if (memory > 85) score -= 20; else if (memory > 70) score -= 10;
+  if (latency > 10) score -= 20; else if (latency > 5) score -= 10;
+  if (disk > 80) score -= 15;
   return Math.max(0, score);
 }
 
@@ -135,6 +134,27 @@ export default function Dashboard() {
   const [loading, setLoading] = useState(true);
   const [chartReady, setChartReady] = useState(false);
 
+  const [announcements, setAnnouncements] = useState<any[]>([]);
+  const [dbInstances, setDbInstances] = useState<any[]>([]);
+  const [tickets, setTickets] = useState<any[]>([]);
+  const [queryStats, setQueryStats] = useState<any>(null);
+
+  useEffect(() => {
+    import('@/api/request').then(m => m.default.get('/announcements')).then(res => {
+      const list = Array.isArray(res) ? res : [];
+      setAnnouncements(list.map((a: any) => ({
+        id: String(a.id),
+        title: a.title || '',
+        content: a.content || '',
+        priority: 'normal' as const,
+        pinned: false,
+        enabled: a.is_published ?? true,
+        publishTime: a.published_at || a.created_at || '',
+        targetRoles: ['admin', 'dba', 'developer'],
+      })));
+    }).catch(() => setAnnouncements([]));
+  }, []);
+
   /* ---- Data Fetch ---- */
   useEffect(() => {
     dashboardApi.getStats()
@@ -150,6 +170,31 @@ export default function Dashboard() {
       .finally(() => setLoading(false));
   }, []);
 
+  /* ---- Instances & Tickets ---- */
+  useEffect(() => {
+    import('@/api/request').then(m => {
+      m.default.get('/instances').then((res: any) => {
+        const list = Array.isArray(res) ? res : (res?.items || res?.data || []);
+        setDbInstances(list.map((i: any) => ({
+          id: i.id, name: i.name, dbType: i.db_type || i.dbType,
+          status: i.status || 'online',
+          healthScore: i.health_score ?? i.healthScore ?? 100,
+          host: i.host || '', port: i.port || '',
+          qps: i.qps ?? 0, connections: i.connections ?? 0,
+        })));
+      }).catch(() => setDbInstances([]));
+      m.default.get('/tickets', { params: { page: 1, page_size: 50 } }).then((res: any) => {
+        const list = Array.isArray(res) ? res : (res?.items || res?.data || []);
+        setTickets(list.map((t: any) => ({
+          id: t.id, title: t.title || '', status: t.status || 'pending',
+          dbType: t.db_type || t.dbType || '',
+          applicant: t.created_by || t.applicant || '',
+          createTime: t.created_at || t.createTime || '',
+        })));
+      }).catch(() => setTickets([]));
+    });
+  }, []);
+
   /* ---- Announcements ---- */
   const visibleAnnouncements = useMemo(() => {
     return announcements
@@ -551,12 +596,12 @@ export default function Dashboard() {
                       </span>
                     </div>
                     <div className="flex items-center gap-3 text-xs text-[var(--dg-text-muted)]">
-                      <span>{inst.host}:{inst.port}</span>
+                      <span>{inst.host}{inst.port ? `:${inst.port}` : ''}</span>
                       <span className="flex items-center gap-1">
                         <Activity className="w-3 h-3" />
-                        {inst.qps.toLocaleString()} QPS
+                        {(inst.qps ?? 0).toLocaleString()} QPS
                       </span>
-                      <span>{inst.connections} 连接</span>
+                      <span>{inst.connections ?? 0} 连接</span>
                     </div>
                   </div>
                   <ChevronRight className="w-4 h-4 text-[var(--dg-text-muted)] opacity-0 group-hover:opacity-100 transition-opacity flex-shrink-0" />
@@ -655,7 +700,7 @@ export default function Dashboard() {
                   <Zap className="w-3.5 h-3.5 text-blue-400" />
                   <span className="text-xs text-[var(--dg-text-muted)]">总查询数</span>
                 </div>
-                <div className="text-xl font-bold text-[var(--dg-text-primary)]">1,284</div>
+                <div className="text-xl font-bold text-[var(--dg-text-primary)]">{(queryStats?.total ?? 0).toLocaleString()}</div>
                 <div className="text-[10px] text-green-400 mt-1 flex items-center gap-1">
                   <ArrowUpRight className="w-3 h-3" />
                   12% vs 昨日
@@ -666,7 +711,7 @@ export default function Dashboard() {
                   <TrendingUp className="w-3.5 h-3.5 text-orange-400" />
                   <span className="text-xs text-[var(--dg-text-muted)]">平均耗时</span>
                 </div>
-                <div className="text-xl font-bold text-[var(--dg-text-primary)]">23ms</div>
+                <div className="text-xl font-bold text-[var(--dg-text-primary)]">{queryStats?.avg_time ?? 0}ms</div>
                 <div className="text-[10px] text-green-400 mt-1 flex items-center gap-1">
                   <ArrowDownRight className="w-3 h-3" />
                   8% vs 昨日
@@ -677,7 +722,7 @@ export default function Dashboard() {
                   <AlertTriangle className="w-3.5 h-3.5 text-red-400" />
                   <span className="text-xs text-[var(--dg-text-muted)]">慢查询</span>
                 </div>
-                <div className="text-xl font-bold text-[var(--dg-text-primary)]">7</div>
+                <div className="text-xl font-bold text-[var(--dg-text-primary)]">{queryStats?.slow_count ?? 0}</div>
                 <div className="text-[10px] text-red-400 mt-1 flex items-center gap-1">
                   <ArrowUpRight className="w-3 h-3" />
                   3 vs 昨日
@@ -686,20 +731,23 @@ export default function Dashboard() {
             </div>
             <div className="space-y-2.5">
               <div className="text-xs text-[var(--dg-text-muted)] font-medium">查询类型分布</div>
-              {[
-                { label: 'MySQL', count: 682, total: 1284, color: 'bg-[#00758f]' },
-                { label: 'PostgreSQL', count: 312, total: 1284, color: 'bg-[#336791]' },
-                { label: 'Redis', count: 198, total: 1284, color: 'bg-[#dc382d]' },
-                { label: 'MongoDB', count: 92, total: 1284, color: 'bg-[#47a248]' },
-              ].map(item => (
+              {(queryStats?.type_distribution ?? [
+                { label: 'MySQL', count: 0, color: 'bg-[#00758f]' },
+                { label: 'PostgreSQL', count: 0, color: 'bg-[#336791]' },
+                { label: 'Redis', count: 0, color: 'bg-[#dc382d]' },
+                { label: 'MongoDB', count: 0, color: 'bg-[#47a248]' },
+              ]).map((item: any) => {
+                const total = queryStats?.total || 1;
+                return (
                 <div key={item.label} className="flex items-center gap-3">
                   <span className="text-xs w-20 text-[var(--dg-text-secondary)] font-medium">{item.label}</span>
                   <div className="flex-1 h-2 rounded-full bg-[var(--dg-bg-tertiary)] overflow-hidden">
-                    <div className={`h-full rounded-full ${item.color} transition-all duration-500`} style={{ width: `${(item.count / item.total) * 100}%` }} />
+                    <div className={`h-full rounded-full ${item.color} transition-all duration-500`} style={{ width: `${(item.count / total) * 100}%` }} />
                   </div>
                   <span className="text-xs w-12 text-right text-[var(--dg-text-muted)] font-medium">{item.count}</span>
                 </div>
-              ))}
+                );
+              })}
             </div>
           </CardContent>
         </Card>