diff --git a/packages/frontend/core/src/components/app-sidebar/menu-item/index.css.ts b/packages/frontend/core/src/components/app-sidebar/menu-item/index.css.ts
index 22a7bd1f06e0c..53110c9ae518e 100644
--- a/packages/frontend/core/src/components/app-sidebar/menu-item/index.css.ts
+++ b/packages/frontend/core/src/components/app-sidebar/menu-item/index.css.ts
@@ -40,13 +40,12 @@ export const root = style({
       paddingLeft: '4px',
       paddingRight: '4px',
     },
-    '&[data-type="collection-list-item"][data-collapsible="false"][data-active="true"],&[data-type="reference-page"][data-collapsible="false"][data-active="true"], &[data-type="reference-page"][data-collapsible="false"]:hover, &[data-type="collection-list-item"][data-collapsible="false"]:hover':
-      {
-        width: 'calc(100% + 8px)',
-        transform: 'translateX(-8px)',
-        paddingLeft: '20px',
-        paddingRight: '12px',
-      },
+    '&[data-collapsible="false"]:is([data-active="true"], :hover)': {
+      width: 'calc(100% + 8px)',
+      transform: 'translateX(-8px)',
+      paddingLeft: '20px',
+      paddingRight: '12px',
+    },
     [`${linkItemRoot}:first-of-type &`]: {
       marginTop: '0px',
     },
diff --git a/packages/frontend/core/src/components/page-list/view/collection-list.tsx b/packages/frontend/core/src/components/page-list/view/collection-list.tsx
index 2cf32538ee8a4..4ca5d57c7666b 100644
--- a/packages/frontend/core/src/components/page-list/view/collection-list.tsx
+++ b/packages/frontend/core/src/components/page-list/view/collection-list.tsx
@@ -1,10 +1,5 @@
 import { Button, FlexWrapper, Menu } from '@affine/component';
-import type {
-  Collection,
-  DeleteCollectionInfo,
-  Filter,
-  PropertiesMeta,
-} from '@affine/env/filter';
+import type { Collection, Filter, PropertiesMeta } from '@affine/env/filter';
 import { useAFFiNEI18N } from '@affine/i18n/hooks';
 import { FilterIcon } from '@blocksuite/icons';
 
@@ -16,20 +11,14 @@ import type { AllPageListConfig } from './edit-collection/edit-collection';
 export const CollectionPageListOperationsMenu = ({
   collection,
   allPageListConfig,
-  userInfo,
 }: {
   collection: Collection;
   allPageListConfig: AllPageListConfig;
-  userInfo: DeleteCollectionInfo;
 }) => {
   const t = useAFFiNEI18N();
   return (
     <FlexWrapper alignItems="center">
-      <CollectionOperations
-        info={userInfo}
-        collection={collection}
-        config={allPageListConfig}
-      >
+      <CollectionOperations collection={collection} config={allPageListConfig}>
         <Button
           className={styles.filterMenuTrigger}
           type="default"
diff --git a/packages/frontend/core/src/components/page-list/view/collection-operations.tsx b/packages/frontend/core/src/components/page-list/view/collection-operations.tsx
index 36946a2c6e6cc..ca0a62e714df7 100644
--- a/packages/frontend/core/src/components/page-list/view/collection-operations.tsx
+++ b/packages/frontend/core/src/components/page-list/view/collection-operations.tsx
@@ -1,16 +1,20 @@
 import type { MenuItemProps } from '@affine/component';
 import { Menu, MenuIcon, MenuItem } from '@affine/component';
 import { useAppSettingHelper } from '@affine/core/hooks/affine/use-app-setting-helper';
+import { useDeleteCollectionInfo } from '@affine/core/hooks/affine/use-delete-collection-info';
 import { Workbench } from '@affine/core/modules/workbench';
-import type { Collection, DeleteCollectionInfo } from '@affine/env/filter';
+import { FavoriteItemsAdapter } from '@affine/core/modules/workspace';
+import type { Collection } from '@affine/env/filter';
 import { useAFFiNEI18N } from '@affine/i18n/hooks';
 import {
   DeleteIcon,
   EditIcon,
+  FavoritedIcon,
+  FavoriteIcon,
   FilterIcon,
   SplitViewIcon,
 } from '@blocksuite/icons';
-import { useService } from '@toeverything/infra';
+import { useLiveData, useService } from '@toeverything/infra';
 import type { PropsWithChildren, ReactElement } from 'react';
 import { useCallback, useMemo } from 'react';
 
@@ -25,15 +29,14 @@ import {
 export const CollectionOperations = ({
   collection,
   config,
-  info,
   openRenameModal,
   children,
 }: PropsWithChildren<{
-  info: DeleteCollectionInfo;
   collection: Collection;
   config: AllPageListConfig;
   openRenameModal?: () => void;
 }>) => {
+  const deleteInfo = useDeleteCollectionInfo();
   const { appSettings } = useAppSettingHelper();
   const service = useService(CollectionService);
   const workbench = useService(Workbench);
@@ -76,6 +79,19 @@ export const CollectionOperations = ({
     workbench.openCollection(collection.id, { at: 'tail' });
   }, [collection.id, workbench]);
 
+  const favAdapter = useService(FavoriteItemsAdapter);
+
+  const onToggleFavoritePage = useCallback(() => {
+    favAdapter.toggle(collection.id, 'collection');
+  }, [favAdapter, collection.id]);
+
+  const favorite = useLiveData(
+    useMemo(
+      () => favAdapter.isFavorite$(collection.id, 'collection'),
+      [collection.id, favAdapter]
+    )
+  );
+
   const actions = useMemo<
     Array<
       | {
@@ -109,6 +125,21 @@ export const CollectionOperations = ({
         name: t['com.affine.collection.menu.edit'](),
         click: showEdit,
       },
+      {
+        icon: (
+          <MenuIcon>
+            {favorite ? (
+              <FavoritedIcon style={{ color: 'var(--affine-primary-color)' }} />
+            ) : (
+              <FavoriteIcon />
+            )}
+          </MenuIcon>
+        ),
+        name: favorite
+          ? t['com.affine.favoritePageOperation.remove']()
+          : t['com.affine.favoritePageOperation.add'](),
+        click: onToggleFavoritePage,
+      },
       ...(appSettings.enableMultiView
         ? [
             {
@@ -133,7 +164,7 @@ export const CollectionOperations = ({
         ),
         name: t['Delete'](),
         click: () => {
-          service.deleteCollection(info, collection.id);
+          service.deleteCollection(deleteInfo, collection.id);
         },
         type: 'danger',
       },
@@ -142,10 +173,12 @@ export const CollectionOperations = ({
       t,
       showEditName,
       showEdit,
+      favorite,
+      onToggleFavoritePage,
       appSettings.enableMultiView,
       openCollectionSplitView,
       service,
-      info,
+      deleteInfo,
       collection.id,
     ]
   );
diff --git a/packages/frontend/core/src/components/pure/workspace-slider-bar/collections/collections-list.tsx b/packages/frontend/core/src/components/pure/workspace-slider-bar/collections/collections-list.tsx
index 6aa9aa8de5301..d3942521c7335 100644
--- a/packages/frontend/core/src/components/pure/workspace-slider-bar/collections/collections-list.tsx
+++ b/packages/frontend/core/src/components/pure/workspace-slider-bar/collections/collections-list.tsx
@@ -8,10 +8,10 @@ import {
 } from '@affine/core/components/page-list';
 import { CollectionService } from '@affine/core/modules/collection';
 import { FavoriteItemsAdapter } from '@affine/core/modules/workspace';
-import type { Collection, DeleteCollectionInfo } from '@affine/env/filter';
+import type { Collection } from '@affine/env/filter';
 import { useAFFiNEI18N } from '@affine/i18n/hooks';
 import { MoreHorizontalIcon, ViewLayersIcon } from '@blocksuite/icons';
-import type { DocCollection, DocMeta } from '@blocksuite/store';
+import type { DocCollection } from '@blocksuite/store';
 import { useDroppable } from '@dnd-kit/core';
 import * as Collapsible from '@radix-ui/react-collapsible';
 import { useLiveData, useService } from '@toeverything/infra';
@@ -27,17 +27,16 @@ import type { CollectionsListProps } from '../index';
 import { Page } from './page';
 import * as styles from './styles.css';
 
-const CollectionRenderer = ({
+export const CollectionSidebarNavItem = ({
   collection,
-  pages,
   docCollection,
-  info,
+  className,
 }: {
   collection: Collection;
-  pages: DocMeta[];
   docCollection: DocCollection;
-  info: DeleteCollectionInfo;
+  className?: string;
 }) => {
+  const pages = useBlockSuiteDocMeta(docCollection);
   const [collapsed, setCollapsed] = useState(true);
   const [open, setOpen] = useState(false);
   const collectionService = useService(CollectionService);
@@ -112,7 +111,12 @@ const CollectionRenderer = ({
   }, []);
 
   return (
-    <Collapsible.Root open={!collapsed} ref={setNodeRef}>
+    <Collapsible.Root
+      open={!collapsed}
+      ref={setNodeRef}
+      data-testid="collection-"
+      className={className}
+    >
       <SidebarMenuLinkItem
         data-testid="collection-item"
         data-type="collection-list-item"
@@ -127,7 +131,6 @@ const CollectionRenderer = ({
             style={{ display: 'flex', alignItems: 'center' }}
           >
             <CollectionOperations
-              info={info}
               collection={collection}
               config={config}
               openRenameModal={handleOpen}
@@ -174,12 +177,11 @@ const CollectionRenderer = ({
 };
 export const CollectionsList = ({
   docCollection: workspace,
-  info,
   onCreate,
 }: CollectionsListProps) => {
-  const metas = useBlockSuiteDocMeta(workspace);
   const collections = useLiveData(useService(CollectionService).collections$);
   const t = useAFFiNEI18N();
+
   if (collections.length === 0) {
     return (
       <div className={styles.emptyCollectionWrapper}>
@@ -204,11 +206,9 @@ export const CollectionsList = ({
     <div data-testid="collections" className={styles.wrapper}>
       {collections.map(view => {
         return (
-          <CollectionRenderer
-            info={info}
+          <CollectionSidebarNavItem
             key={view.id}
             collection={view}
-            pages={metas}
             docCollection={workspace}
           />
         );
diff --git a/packages/frontend/core/src/components/pure/workspace-slider-bar/favorite/favorite-list.tsx b/packages/frontend/core/src/components/pure/workspace-slider-bar/favorite/favorite-list.tsx
index 6936f3ce9ed35..3f37985819847 100644
--- a/packages/frontend/core/src/components/pure/workspace-slider-bar/favorite/favorite-list.tsx
+++ b/packages/frontend/core/src/components/pure/workspace-slider-bar/favorite/favorite-list.tsx
@@ -1,4 +1,5 @@
 import { useBlockSuiteDocMeta } from '@affine/core/hooks/use-block-suite-page-meta';
+import { CollectionService } from '@affine/core/modules/collection';
 import { FavoriteItemsAdapter } from '@affine/core/modules/workspace';
 import type { DocMeta } from '@blocksuite/store';
 import { useDroppable } from '@dnd-kit/core';
@@ -6,6 +7,7 @@ import { useLiveData, useService } from '@toeverything/infra';
 import { useMemo } from 'react';
 
 import { getDropItemId } from '../../../../hooks/affine/use-sidebar-drag';
+import { CollectionSidebarNavItem } from '../collections';
 import type { FavoriteListProps } from '../index';
 import EmptyItem from './empty-item';
 import { FavouritePage } from './favourite-page';
@@ -18,20 +20,12 @@ export const FavoriteList = ({
 }: FavoriteListProps) => {
   const metas = useBlockSuiteDocMeta(workspace);
   const favAdapter = useService(FavoriteItemsAdapter);
+  const collections = useLiveData(useService(CollectionService).collections$);
   const dropItemId = getDropItemId('favorites');
 
-  const favourites = useLiveData(favAdapter.favorites$);
+  const favourites = useLiveData(favAdapter.orderedFavorites$);
 
-  const favoriteList = useMemo(
-    () =>
-      favourites.filter(fav => {
-        const meta = metas.find(m => m.id === fav.id);
-        return meta && !meta.trash;
-      }),
-    [favourites, metas]
-  );
-
-  const metaMapping = useMemo(
+  const docMetaMapping = useMemo(
     () =>
       metas.reduce(
         (acc, meta) => {
@@ -54,19 +48,34 @@ export const FavoriteList = ({
       ref={setNodeRef}
       data-over={isOver}
     >
-      {favoriteList.map((pageMeta, index) => {
-        return (
-          <FavouritePage
-            key={`${pageMeta}-${index}`}
-            metaMapping={metaMapping}
-            pageId={pageMeta.id}
-            // memo?
-            parentIds={emptyPageIdSet}
-            docCollection={workspace}
-          />
-        );
+      {favourites.map(item => {
+        if (item.type === 'collection') {
+          const collection = collections.find(c => c.id === item.id);
+          if (collection) {
+            return (
+              <CollectionSidebarNavItem
+                key={item.id}
+                className={styles.favItemWrapper}
+                docCollection={workspace}
+                collection={collection}
+              />
+            );
+          }
+        } else if (item.type === 'doc' && !docMetaMapping[item.id].trash) {
+          return (
+            <FavouritePage
+              key={item.id}
+              metaMapping={docMetaMapping}
+              pageId={item.id}
+              // memo?
+              parentIds={emptyPageIdSet}
+              docCollection={workspace}
+            />
+          );
+        }
+        return null;
       })}
-      {favoriteList.length === 0 && <EmptyItem />}
+      {favourites.length === 0 && <EmptyItem />}
     </div>
   );
 };
diff --git a/packages/frontend/core/src/components/pure/workspace-slider-bar/index.tsx b/packages/frontend/core/src/components/pure/workspace-slider-bar/index.tsx
index ab4435b1425fb..12a458fc0e33a 100644
--- a/packages/frontend/core/src/components/pure/workspace-slider-bar/index.tsx
+++ b/packages/frontend/core/src/components/pure/workspace-slider-bar/index.tsx
@@ -1,4 +1,3 @@
-import type { DeleteCollectionInfo } from '@affine/env/filter';
 import type { DocCollection } from '@blocksuite/store';
 
 export type FavoriteListProps = {
@@ -7,6 +6,5 @@ export type FavoriteListProps = {
 
 export type CollectionsListProps = {
   docCollection: DocCollection;
-  info: DeleteCollectionInfo;
   onCreate?: () => void;
 };
diff --git a/packages/frontend/core/src/components/root-app-sidebar/index.tsx b/packages/frontend/core/src/components/root-app-sidebar/index.tsx
index b24dc0f0ca2cb..6b6dd60e97e0f 100644
--- a/packages/frontend/core/src/components/root-app-sidebar/index.tsx
+++ b/packages/frontend/core/src/components/root-app-sidebar/index.tsx
@@ -14,7 +14,6 @@ import type { HTMLAttributes, ReactElement } from 'react';
 import { forwardRef, useCallback, useEffect } from 'react';
 
 import { useAppSettingHelper } from '../../hooks/affine/use-app-setting-helper';
-import { useDeleteCollectionInfo } from '../../hooks/affine/use-delete-collection-info';
 import { getDropItemId } from '../../hooks/affine/use-sidebar-drag';
 import { useTrashModalHelper } from '../../hooks/affine/use-trash-modal-helper';
 import { useNavigateHelper } from '../../hooks/use-navigate-helper';
@@ -161,7 +160,6 @@ export const RootAppSidebar = ({
         console.error(err);
       });
   }, [docCollection.id, collection, navigateHelper, open]);
-  const userInfo = useDeleteCollectionInfo();
 
   const allPageActive = currentPath === '/all';
 
@@ -224,7 +222,6 @@ export const RootAppSidebar = ({
         </CategoryDivider>
         <CollectionsList
           docCollection={docCollection}
-          info={userInfo}
           onCreate={handleCreateCollection}
         />
         <CategoryDivider label={t['com.affine.rootAppSidebar.others']()} />
diff --git a/packages/frontend/core/src/hooks/affine/use-delete-collection-info.ts b/packages/frontend/core/src/hooks/affine/use-delete-collection-info.ts
index e1b3b6764ddc6..2d151d9abc6ee 100644
--- a/packages/frontend/core/src/hooks/affine/use-delete-collection-info.ts
+++ b/packages/frontend/core/src/hooks/affine/use-delete-collection-info.ts
@@ -1,3 +1,4 @@
+import type { DeleteCollectionInfo } from '@affine/env/filter';
 import { useMemo } from 'react';
 
 import { useSession } from './use-current-user';
@@ -5,7 +6,7 @@ import { useSession } from './use-current-user';
 export const useDeleteCollectionInfo = () => {
   const { user } = useSession();
 
-  return useMemo(
+  return useMemo<DeleteCollectionInfo | null>(
     () => (user ? { userName: user.name, userId: user.id } : null),
     [user]
   );
diff --git a/packages/frontend/core/src/modules/workspace/properties/adapter.ts b/packages/frontend/core/src/modules/workspace/properties/adapter.ts
index d735ac906d028..2e93486c5cbdf 100644
--- a/packages/frontend/core/src/modules/workspace/properties/adapter.ts
+++ b/packages/frontend/core/src/modules/workspace/properties/adapter.ts
@@ -157,8 +157,22 @@ export class FavoriteItemsAdapter extends FractionalIndexingSortableItems<Worksp
     this.items.filter(i => i.value)
   );
 
+  orderedFavorites$ = this.adapter.properties$.map(() => {
+    const seen = new Set<string>();
+    return this.getOrderedItems().filter(item => {
+      const key = FavoriteItemsAdapter.getFavItemKey(item.id, item.type);
+      if (seen.has(key) || !item.value) {
+        return null;
+      }
+      seen.add(key);
+      return item;
+    });
+  });
+
   get items() {
-    return Object.values(this.adapter.favorites ?? {});
+    return Object.entries(this.adapter.favorites ?? {})
+      .filter(([k]) => k.includes(':'))
+      .map(([, v]) => v);
   }
 
   get favorites() {