diff --git a/internal/handler/media.go b/internal/handler/media.go
index 25ad78a..1cf8266 100644
--- a/internal/handler/media.go
+++ b/internal/handler/media.go
@@ -171,6 +171,22 @@ func getMediaHandler(svc *service.Container) gin.HandlerFunc {
 func searchMediaHandler(svc *service.Container) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		q := c.Query("q")
+		if c.Query("page") != "" || c.Query("page_size") != "" {
+			page, _ := strconv.Atoi(c.DefaultQuery("page", "1"))
+			size, _ := strconv.Atoi(c.DefaultQuery("page_size", "50"))
+			items, total, err := svc.Media.SearchMediaVisiblePage(c.Request.Context(), q, page, size, mediaVisibilityForRequest(c, svc))
+			if err != nil {
+				c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+				return
+			}
+			c.JSON(http.StatusOK, gin.H{
+				"items":     items,
+				"total":     total,
+				"page":      page,
+				"page_size": size,
+			})
+			return
+		}
 		limit, _ := strconv.Atoi(c.DefaultQuery("limit", "50"))
 		items, err := svc.Media.SearchMediaVisible(c.Request.Context(), q, limit, mediaVisibilityForRequest(c, svc))
 		if err != nil {
diff --git a/internal/repository/repository.go b/internal/repository/repository.go
index 4484a3c..6ec7250 100644
--- a/internal/repository/repository.go
+++ b/internal/repository/repository.go
@@ -461,46 +461,58 @@ func (r *MediaRepository) Search(ctx context.Context, query string, limit int) (
 }
 
 func (r *MediaRepository) SearchFiltered(ctx context.Context, query string, limit int, filter MediaQueryFilter) ([]model.Media, error) {
+	items, _, err := r.SearchFilteredPage(ctx, query, 0, limit, filter)
+	return items, err
+}
+
+func (r *MediaRepository) SearchFilteredPage(ctx context.Context, query string, offset, limit int, filter MediaQueryFilter) ([]model.Media, int64, error) {
 	query = strings.TrimSpace(query)
 	if limit <= 0 {
 		limit = 50
 	}
 	if query != "" {
-		if items, ok := r.searchFilteredFTS(ctx, query, limit, filter); ok {
-			if len(items) > 0 {
-				return items, nil
+		if items, total, ok := r.searchFilteredFTS(ctx, query, offset, limit, filter); ok {
+			if total > 0 {
+				return items, total, nil
 			}
 		}
 	}
-	return r.searchFilteredLIKE(ctx, query, limit, filter)
+	return r.searchFilteredLIKE(ctx, query, offset, limit, filter)
 }
 
-func (r *MediaRepository) searchFilteredFTS(ctx context.Context, query string, limit int, filter MediaQueryFilter) ([]model.Media, bool) {
+func (r *MediaRepository) searchFilteredFTS(ctx context.Context, query string, offset, limit int, filter MediaQueryFilter) ([]model.Media, int64, bool) {
 	if !r.searchIndexEnabled(ctx) {
-		return nil, false
+		return nil, 0, false
 	}
 	ftsQuery := mediaFTSQuery(query)
 	if ftsQuery == "" {
-		return nil, false
+		return nil, 0, false
 	}
+	var total int64
 	var items []model.Media
 	q := r.db.WithContext(ctx).
 		Table("media").
-		Select("media.*").
 		Joins("JOIN media_search_fts ON media_search_fts.media_id = media.id").
 		Where("media.deleted_at IS NULL").
 		Where("media_search_fts MATCH ?", ftsQuery)
 	q = applyQualifiedMediaQueryFilter(q, filter)
-	err := q.Order("bm25(media_search_fts), media.created_at DESC").Limit(limit).Find(&items).Error
-	if err != nil {
-		return nil, false
+	if err := q.Count(&total).Error; err != nil {
+		return nil, 0, false
 	}
-	return items, true
+	if total == 0 {
+		return items, 0, true
+	}
+	err := q.Select("media.*").Order("bm25(media_search_fts), media.created_at DESC").Offset(offset).Limit(limit).Find(&items).Error
+	if err != nil {
+		return nil, 0, false
+	}
+	return items, total, true
 }
 
-func (r *MediaRepository) searchFilteredLIKE(ctx context.Context, query string, limit int, filter MediaQueryFilter) ([]model.Media, error) {
+func (r *MediaRepository) searchFilteredLIKE(ctx context.Context, query string, offset, limit int, filter MediaQueryFilter) ([]model.Media, int64, error) {
 	var items []model.Media
-	q := r.db.WithContext(ctx).Model(&model.Media{}).Limit(limit)
+	var total int64
+	q := r.db.WithContext(ctx).Model(&model.Media{})
 	q = applyMediaQueryFilter(q, filter)
 	terms := mediaSearchTerms(query)
 	for _, term := range terms {
@@ -510,6 +522,9 @@ func (r *MediaRepository) searchFilteredLIKE(ctx context.Context, query string,
 			like, like, like, like,
 		)
 	}
+	if err := q.Count(&total).Error; err != nil {
+		return nil, 0, err
+	}
 	if query != "" {
 		prefix := escapeLike(query) + "%"
 		exact := query
@@ -520,8 +535,8 @@ func (r *MediaRepository) searchFilteredLIKE(ctx context.Context, query string,
 	} else {
 		q = q.Order("created_at desc")
 	}
-	err := q.Find(&items).Error
-	return items, err
+	err := q.Offset(offset).Limit(limit).Find(&items).Error
+	return items, total, err
 }
 
 func applyQualifiedMediaQueryFilter(q *gorm.DB, filter MediaQueryFilter) *gorm.DB {
diff --git a/internal/service/cloud_mount_filter_test.go b/internal/service/cloud_mount_filter_test.go
index 59e3e69..67c2f79 100644
--- a/internal/service/cloud_mount_filter_test.go
+++ b/internal/service/cloud_mount_filter_test.go
@@ -145,6 +145,17 @@ func TestListMediaVisibleIncludesMergedCloudLibraryItems(t *testing.T) {
 	if total != 2 || !slices.Equal(mediaTitles(items), []string{"云盘剧", "本地剧"}) {
 		t.Fatalf("profile-limited merged list total=%d items=%#v", total, mediaTitles(items))
 	}
+
+	searchItems, err := svc.SearchMediaVisible(t.Context(), "剧", 20, MediaVisibility{
+		IncludeNSFW:       true,
+		AllowedLibraryIDs: []string{local.ID},
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if got := mediaTitles(searchItems); !slices.Equal(got, []string{"云盘剧", "本地剧"}) {
+		t.Fatalf("profile-limited merged search items=%#v, want local+hidden cloud", got)
+	}
 }
 
 func TestStartAllCloudLibraryScansIncludesMergedCloudMounts(t *testing.T) {
diff --git a/internal/service/media.go b/internal/service/media.go
index 5356778..8f08321 100644
--- a/internal/service/media.go
+++ b/internal/service/media.go
@@ -29,6 +29,9 @@ type MediaVisibility struct {
 	HiddenLibraryIDs  []string
 }
 
+const maxMediaSearchLimit = 50000
+const maxMediaSearchPageSize = 2000
+
 func (v MediaVisibility) Allows(media *model.Media) bool {
 	if media == nil {
 		return false
@@ -281,8 +284,8 @@ func (s *MediaService) SearchMedia(ctx context.Context, query string, limit int)
 func (s *MediaService) SearchMediaVisible(ctx context.Context, query string, limit int, visibility MediaVisibility) ([]model.Media, error) {
 	if limit <= 0 {
 		limit = 50
-	} else if limit > 2000 {
-		limit = 2000
+	} else if limit > maxMediaSearchLimit {
+		limit = maxMediaSearchLimit
 	}
 	visibility = ExpandMediaVisibilityForMergedCloudLibraries(ctx, s.repo, visibility)
 	return s.repo.Media.SearchFiltered(ctx, query, limit, repository.MediaQueryFilter{
@@ -292,6 +295,24 @@ func (s *MediaService) SearchMediaVisible(ctx context.Context, query string, lim
 	})
 }
 
+func (s *MediaService) SearchMediaVisiblePage(ctx context.Context, query string, page, pageSize int, visibility MediaVisibility) ([]model.Media, int64, error) {
+	if pageSize <= 0 {
+		pageSize = 50
+	}
+	if pageSize > maxMediaSearchPageSize {
+		pageSize = maxMediaSearchPageSize
+	}
+	if page < 1 {
+		page = 1
+	}
+	visibility = ExpandMediaVisibilityForMergedCloudLibraries(ctx, s.repo, visibility)
+	return s.repo.Media.SearchFilteredPage(ctx, query, (page-1)*pageSize, pageSize, repository.MediaQueryFilter{
+		IncludeNSFW:       visibility.IncludeNSFW,
+		AllowedLibraryIDs: visibility.AllowedLibraryIDs,
+		HiddenLibraryIDs:  visibility.HiddenLibraryIDs,
+	})
+}
+
 // GetMedia returns a single media row.
 func (s *MediaService) GetMedia(ctx context.Context, id string) (*model.Media, error) {
 	return s.repo.Media.FindByID(ctx, id)
diff --git a/internal/service/media_visibility_test.go b/internal/service/media_visibility_test.go
index f97b571..cadc319 100644
--- a/internal/service/media_visibility_test.go
+++ b/internal/service/media_visibility_test.go
@@ -176,6 +176,61 @@ func TestSearchMediaVisibleHonorsLargePosterWallLimit(t *testing.T) {
 	}
 }
 
+func TestSearchMediaVisibleCanReturnHugeLibraryResultsWhenRequested(t *testing.T) {
+	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if err := db.AutoMigrate(&model.Library{}, &model.Media{}); err != nil {
+		t.Fatal(err)
+	}
+	repos := repository.New(db)
+	lib := model.Library{Name: "海量剧集", Path: "/media/huge", Type: "tv", Enabled: true}
+	if err := repos.Library.Create(t.Context(), &lib); err != nil {
+		t.Fatal(err)
+	}
+	const total = 2505
+	rows := make([]model.Media, total)
+	for i := range rows {
+		rows[i] = model.Media{
+			LibraryID:  lib.ID,
+			Title:      fmt.Sprintf("海量剧集 %04d", i),
+			Path:       fmt.Sprintf("/media/huge/show-%04d.mkv", i),
+			SeasonNum:  1,
+			EpisodeNum: i + 1,
+		}
+	}
+	if err := db.CreateInBatches(&rows, 500).Error; err != nil {
+		t.Fatal(err)
+	}
+
+	items, err := NewMediaService(&config.Config{}, zap.NewNop(), repos).
+		SearchMediaVisible(t.Context(), "海量剧集", total, MediaVisibility{IncludeNSFW: true})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(items) != total {
+		t.Fatalf("huge search returned %d rows, want %d", len(items), total)
+	}
+
+	firstPage, totalRows, err := NewMediaService(&config.Config{}, zap.NewNop(), repos).
+		SearchMediaVisiblePage(t.Context(), "海量剧集", 1, 2000, MediaVisibility{IncludeNSFW: true})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if totalRows != total || len(firstPage) != 2000 {
+		t.Fatalf("huge search page 1 len=%d total=%d, want len=2000 total=%d", len(firstPage), totalRows, total)
+	}
+	secondPage, totalRows, err := NewMediaService(&config.Config{}, zap.NewNop(), repos).
+		SearchMediaVisiblePage(t.Context(), "海量剧集", 2, 2000, MediaVisibility{IncludeNSFW: true})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if totalRows != total || len(secondPage) != total-2000 {
+		t.Fatalf("huge search page 2 len=%d total=%d, want len=%d total=%d", len(secondPage), totalRows, total-2000, total)
+	}
+}
+
 func sortedMediaTitles(rows []model.Media) []string {
 	out := make([]string, 0, len(rows))
 	for _, row := range rows {
diff --git a/web/src/api/library.ts b/web/src/api/library.ts
index 1cc6180..5254916 100644
--- a/web/src/api/library.ts
+++ b/web/src/api/library.ts
@@ -8,6 +8,13 @@ export interface MediaPage {
   page_size: number
 }
 
+export interface MediaSearchPage {
+  items: Media[]
+  total?: number
+  page?: number
+  page_size?: number
+}
+
 export const libraryAPI = {
   list: (options?: { includeHidden?: boolean }) =>
     api
@@ -38,7 +45,15 @@ export const libraryAPI = {
 
 export const mediaAPI = {
   search: (q: string, limit = 50) =>
-    api.get<{ items: Media[] }>('/media', { params: { q, limit } }).then((r) => r.data),
+    api.get<MediaSearchPage>('/media', { params: { q, limit } }).then((r) => r.data),
+
+  searchPage: (q: string, page = 1, pageSize = 50) =>
+    api
+      .get<MediaSearchPage>('/media', {
+        params: { q, page, page_size: pageSize },
+        timeout: LONG_REQUEST_TIMEOUT,
+      })
+      .then((r) => r.data),
 
   get: (id: string) => api.get<Media>(`/media/${id}`).then((r) => r.data),
 }
diff --git a/web/src/components/GlobalEvents.tsx b/web/src/components/GlobalEvents.tsx
index 5a62a0e..36a7a7b 100644
--- a/web/src/components/GlobalEvents.tsx
+++ b/web/src/components/GlobalEvents.tsx
@@ -2,15 +2,18 @@ import { useCallback } from 'react'
 import toast from 'react-hot-toast'
 
 import { useWebSocket } from '../hooks/useWebSocket'
+import { useAuthStore } from '../stores/auth'
 
 // GlobalEvents subscribes to the WS hub and surfaces interesting events
 // as toasts. Lives at the top of the component tree so every page sees
 // the same stream without re-opening connections.
 export function GlobalEvents() {
+  const role = useAuthStore((state) => state.user?.role)
   const onEvent = useCallback((topic: string, payload: unknown) => {
     if (!payload || typeof payload !== 'object') return
     const p = payload as Record<string, unknown>
     if (topic === 'scan') {
+      if (role !== 'admin') return
       const id = `scan-${String(p.library_id ?? 'global')}`
       if (p.error) {
         toast.error(`扫描失败：${String(p.error)}`, { id })
@@ -40,7 +43,7 @@ export function GlobalEvents() {
       const queued = (p.queued as number | undefined) ?? 0
       if (queued > 0) toast.success(`订阅「${p.name}」已加入 ${queued} 项下载`)
     }
-  }, [])
+  }, [role])
 
   useWebSocket(onEvent)
   return null
diff --git a/web/src/pages/LibraryPage.tsx b/web/src/pages/LibraryPage.tsx
index 315447f..65b358b 100644
--- a/web/src/pages/LibraryPage.tsx
+++ b/web/src/pages/LibraryPage.tsx
@@ -13,8 +13,6 @@ import { useAuthStore } from '../stores/auth'
 import { getSeriesKey, groupSeries, isEpisodeLike, seriesTitle, type SeriesCard } from '../utils/groupSeries'
 import { useWebSocket } from '../hooks/useWebSocket'
 
-const MAX_LIBRARY_ITEMS_IN_BROWSER = 3_000
-
 export function LibraryPage() {
   const { id = '' } = useParams()
   const [searchParams, setSearchParams] = useSearchParams()
@@ -24,6 +22,7 @@ export function LibraryPage() {
   const [items, setItems] = useState<Media[]>([])
   const [total, setTotal] = useState(0)
   const [loading, setLoading] = useState(true)
+  const [loadingAll, setLoadingAll] = useState(false)
   const [scanning, setScanning] = useState(false)
   const [scanProgress, setScanProgress] = useState('')
   const [scraping, setScraping] = useState(false)
@@ -77,12 +76,12 @@ export function LibraryPage() {
     if (!id || !library) return
     let cancelled = false
     setLoading(true)
+    setLoadingAll(true)
     setItems([])
     const loadAll = async () => {
-      const pageSize = 500
+      const pageSize = 2000
       let page = 1
       let collected: Media[] = []
-      let warnedLargeLibrary = false
       try {
         for (;;) {
           const d = await libraryAPI.listMedia(id, page, pageSize)
@@ -90,18 +89,15 @@ export function LibraryPage() {
           collected = collected.concat(d.items)
           setItems(collected)
           setTotal(d.total)
+          if (page === 1) setLoading(false)
           if (collected.length >= d.total || d.items.length < pageSize) break
-          if (collected.length >= MAX_LIBRARY_ITEMS_IN_BROWSER) {
-            if (!warnedLargeLibrary) {
-              warnedLargeLibrary = true
-              toast(`媒体库条目较多，已先加载前 ${MAX_LIBRARY_ITEMS_IN_BROWSER} 条，避免浏览器卡死。请使用搜索或更细的媒体库目录浏览。`)
-            }
-            break
-          }
           page += 1
         }
       } finally {
-        if (!cancelled) setLoading(false)
+        if (!cancelled) {
+          setLoading(false)
+          setLoadingAll(false)
+        }
       }
     }
     loadAll().catch(() => {
@@ -118,6 +114,7 @@ export function LibraryPage() {
   }, [])
 
   const onRealtimeEvent = useCallback((topic: string, payload: unknown) => {
+    if (role !== 'admin') return
     if (topic !== 'scan' || !payload || typeof payload !== 'object') return
     const p = payload as Record<string, unknown>
     if (p.library_id !== id) return
@@ -146,7 +143,7 @@ export function LibraryPage() {
       setScanning(true)
       setScanProgress(`${stage}：目录 ${p.dirs ?? 0} · 已发现 ${p.discovered ?? 0} · 已入库 ${p.visited ?? 0}${speedText}`)
     }
-  }, [id, reloadCurrentLibrary])
+  }, [id, reloadCurrentLibrary, role])
 
   useWebSocket(onRealtimeEvent)
 
@@ -249,6 +246,9 @@ export function LibraryPage() {
             <span className="text-sand-500"> ({isSeries ? seriesCards.length : total})</span>
           </h1>
           {library && <p className="text-sm text-ink-50">{library.type} · {library.path}</p>}
+          {loadingAll && !loading && total > items.length && (
+            <p className="mt-1 text-xs text-sand-500">正在继续加载全部条目：{items.length} / {total}</p>
+          )}
           {scanProgress && <p className="mt-1 text-xs text-brand-500">{scanProgress}</p>}
         </div>
         {role === 'admin' && (
diff --git a/web/src/pages/SearchPage.tsx b/web/src/pages/SearchPage.tsx
index 8b1ea54..330f828 100644
--- a/web/src/pages/SearchPage.tsx
+++ b/web/src/pages/SearchPage.tsx
@@ -1,4 +1,4 @@
-import { ChangeEvent, FormEvent, useCallback, useEffect, useMemo, useState } from 'react'
+import { ChangeEvent, FormEvent, useCallback, useEffect, useMemo, useRef, useState } from 'react'
 import toast from 'react-hot-toast'
 import { CheckCircle2, Info, Rss, Sparkles } from 'lucide-react'
 
@@ -10,6 +10,8 @@ import { MediaCard } from '../components/MediaCard'
 import type { Media } from '../types'
 import { groupSeries, seriesCardLink } from '../utils/groupSeries'
 
+const LOCAL_SEARCH_PAGE_SIZE = 2000
+
 export function SearchPage() {
   const [q, setQ] = useState('')
   const [items, setItems] = useState<Media[]>([])
@@ -21,6 +23,8 @@ export function SearchPage() {
   const [hasSearched, setHasSearched] = useState(false)
   const [externalItems, setExternalItems] = useState<ExternalMediaResult[]>([])
   const [subscribing, setSubscribing] = useState('')
+  const [searchTotal, setSearchTotal] = useState(0)
+  const searchSeq = useRef(0)
   const localCards = useMemo(() => groupSeries(items), [items])
 
   useEffect(() => {
@@ -31,29 +35,45 @@ export function SearchPage() {
   }, [])
 
   const doQuickSearch = useCallback((query: string) => {
+    const seq = ++searchSeq.current
     if (!query.trim()) {
       setItems([])
+      setSearchTotal(0)
       setHasSearched(false)
       setLoading(false)
       return
     }
     setHasSearched(true)
     setError('')
-    mediaAPI
-      .search(query, 60)
-      .then((d) => {
-        setItems(d.items ?? [])
-        setExternalItems([])
-        setIntent(null)
-      })
+    const loadAll = async () => {
+      let page = 1
+      let collected: Media[] = []
+      for (;;) {
+        const d = await mediaAPI.searchPage(query, page, LOCAL_SEARCH_PAGE_SIZE)
+        if (seq !== searchSeq.current) return
+        const pageItems = d.items ?? []
+        collected = collected.concat(pageItems)
+        const total = d.total ?? collected.length
+        setItems(collected)
+        setSearchTotal(total)
+        if (collected.length >= total || pageItems.length < LOCAL_SEARCH_PAGE_SIZE) break
+        page += 1
+      }
+      setExternalItems([])
+      setIntent(null)
+    }
+    loadAll()
       .catch((err) => {
+        if (seq !== searchSeq.current) return
         const msg =
           (err as { response?: { data?: { error?: string } } })?.response?.data?.error ??
           '搜索失败'
         setError(msg)
         toast.error(msg)
       })
-      .finally(() => setLoading(false))
+      .finally(() => {
+        if (seq === searchSeq.current) setLoading(false)
+      })
   }, [])
 
   // Fast LIKE search-as-you-type when AI mode is OFF.
@@ -67,12 +87,14 @@ export function SearchPage() {
   const onAISubmit = async (e: FormEvent) => {
     e.preventDefault()
     if (!q.trim()) return
+    ++searchSeq.current
     setLoading(true)
     setError('')
     setHasSearched(true)
     try {
       const data = await aiAPI.smartSearch(q)
       setItems(data.items ?? [])
+      setSearchTotal((data.items ?? []).length)
       setExternalItems(data.external_items ?? [])
       setIntent(data.intent)
     } catch (err) {
@@ -166,6 +188,7 @@ export function SearchPage() {
         <>
           <div className="text-sm font-semibold text-ink-100">
             本地媒体库 · {localCards.length} 个合集 / {items.length} 个条目
+            {loading && searchTotal > items.length ? ` · 正在加载全部结果 ${items.length}/${searchTotal}` : ''}
           </div>
         <div className="grid grid-cols-2 gap-4 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 xl:grid-cols-6">
           {localCards.map((card) => (