diff --git a/web/src/app/home/plugins/components/plugin-install-task/PluginInstallProgressDialog.tsx b/web/src/app/home/plugins/components/plugin-install-task/PluginInstallProgressDialog.tsx
index fdd55363..27c706ed 100644
--- a/web/src/app/home/plugins/components/plugin-install-task/PluginInstallProgressDialog.tsx
+++ b/web/src/app/home/plugins/components/plugin-install-task/PluginInstallProgressDialog.tsx
@@ -11,7 +11,7 @@ import {
   Download,
   Package,
   Server,
-  BookOpen,
+  Sparkles,
   CheckCircle2,
   XCircle,
   Loader2,
@@ -176,7 +176,7 @@ function TaskProgressContent({ task }: { task: PluginInstallTask }) {
   // MCP / Skill don't have the plugin's download + dependency-install stages;
   // show a single "installing → done/failed" row instead of plugin steps.
   const isPlugin = task.extensionType === 'plugin';
-  const simpleIcon = task.extensionType === 'mcp' ? Server : BookOpen;
+  const simpleIcon = task.extensionType === 'mcp' ? Server : Sparkles;
   const simpleInstallingLabel =
     task.extensionType === 'mcp'
       ? t('addExtension.installStage.mcpInstalling')
diff --git a/web/src/app/home/plugins/components/plugin-install-task/PluginInstallTaskQueue.tsx b/web/src/app/home/plugins/components/plugin-install-task/PluginInstallTaskQueue.tsx
index af0a867b..d8c9e986 100644
--- a/web/src/app/home/plugins/components/plugin-install-task/PluginInstallTaskQueue.tsx
+++ b/web/src/app/home/plugins/components/plugin-install-task/PluginInstallTaskQueue.tsx
@@ -9,9 +9,9 @@ import {
   Loader2,
   X,
   ListTodo,
-  Wrench,
-  AudioWaveform,
-  Book,
+  Puzzle,
+  Server,
+  Sparkles,
 } from 'lucide-react';
 import { Button } from '@/components/ui/button';
 import {
@@ -35,9 +35,9 @@ const STAGE_ICONS: Record<string, React.ElementType> = {
 };
 
 const EXTENSION_TYPE_ICONS: Record<string, React.ElementType> = {
-  plugin: Wrench,
-  mcp: AudioWaveform,
-  skill: Book,
+  plugin: Puzzle,
+  mcp: Server,
+  skill: Sparkles,
 };
 
 function TaskQueueItem({
@@ -54,7 +54,7 @@ function TaskQueueItem({
   const isError = task.stage === InstallStage.ERROR;
   const isRunning = !isDone && !isError;
   const StageIcon = STAGE_ICONS[task.stage] || Download;
-  const TypeIcon = EXTENSION_TYPE_ICONS[task.extensionType] || Wrench;
+  const TypeIcon = EXTENSION_TYPE_ICONS[task.extensionType] || Puzzle;
 
   const getTypeBadgeClass = () => {
     switch (task.extensionType) {
diff --git a/web/src/app/home/plugins/components/plugin-installed/PluginInstalledComponent.tsx b/web/src/app/home/plugins/components/plugin-installed/PluginInstalledComponent.tsx
index 3f455b60..e9feefbc 100644
--- a/web/src/app/home/plugins/components/plugin-installed/PluginInstalledComponent.tsx
+++ b/web/src/app/home/plugins/components/plugin-installed/PluginInstalledComponent.tsx
@@ -21,8 +21,7 @@ import { extractI18nObject } from '@/i18n/I18nProvider';
 import { toast } from 'sonner';
 import { useAsyncTask, AsyncTaskStatus } from '@/hooks/useAsyncTask';
 import { useSidebarData } from '@/app/home/components/home-sidebar/SidebarDataContext';
-import { Loader2, Puzzle } from 'lucide-react';
-import { Wrench, AudioWaveform, Book } from 'lucide-react';
+import { Loader2, Puzzle, Server, Sparkles } from 'lucide-react';
 
 export interface PluginInstalledComponentRef {
   refreshPluginList: () => void;
@@ -44,14 +43,18 @@ export const FilterOptions = [
   {
     value: 'plugin' as FilterType,
     labelKey: 'market.typePlugin',
-    icon: Wrench,
+    icon: Puzzle,
   },
   {
     value: 'mcp' as FilterType,
     labelKey: 'market.typeMCP',
-    icon: AudioWaveform,
+    icon: Server,
+  },
+  {
+    value: 'skill' as FilterType,
+    labelKey: 'market.typeSkill',
+    icon: Sparkles,
   },
-  { value: 'skill' as FilterType, labelKey: 'market.typeSkill', icon: Book },
 ];
 
 interface PluginInstalledComponentProps {
diff --git a/web/src/app/home/plugins/components/plugin-market/PluginMarketComponent.tsx b/web/src/app/home/plugins/components/plugin-market/PluginMarketComponent.tsx
index 0b239060..0012ff26 100644
--- a/web/src/app/home/plugins/components/plugin-market/PluginMarketComponent.tsx
+++ b/web/src/app/home/plugins/components/plugin-market/PluginMarketComponent.tsx
@@ -17,6 +17,9 @@ import { Separator } from '@/components/ui/separator';
 import { ToggleGroup, ToggleGroupItem } from '@/components/ui/toggle-group';
 import {
   Search,
+  Puzzle,
+  Server,
+  Sparkles,
   Wrench,
   AudioWaveform,
   Hash,
@@ -88,9 +91,9 @@ function MarketPageContent({
 
   const extensionTypeOptions = [
     { value: 'all', label: t('market.filters.allFormats'), icon: null },
-    { value: 'plugin', label: t('market.typePlugin'), icon: Wrench },
-    { value: 'mcp', label: t('market.typeMCP'), icon: AudioWaveform },
-    { value: 'skill', label: t('market.typeSkill'), icon: Book },
+    { value: 'plugin', label: t('market.typePlugin'), icon: Puzzle },
+    { value: 'mcp', label: t('market.typeMCP'), icon: Server },
+    { value: 'skill', label: t('market.typeSkill'), icon: Sparkles },
   ];
 
   const [searchQuery, setSearchQuery] = useState('');