diff --git a/web/app/components/plugins/hooks.ts b/web/app/components/plugins/hooks.ts
index 0abadd7a90..484a7fbb5a 100644
--- a/web/app/components/plugins/hooks.ts
+++ b/web/app/components/plugins/hooks.ts
@@ -1,12 +1,14 @@
 import { useTranslation } from 'react-i18next'
+import type { TFunction } from 'i18next'
 
 type Tag = {
   name: string
   label: string
 }
 
-export const useTags = () => {
-  const { t } = useTranslation()
+export const useTags = (translateFromOut?: TFunction) => {
+  const { t: translation } = useTranslation()
+  const t = translateFromOut || translation
 
   const tags = [
     {
diff --git a/web/app/components/plugins/marketplace/description/index.tsx b/web/app/components/plugins/marketplace/description/index.tsx
index 754a4b12a9..41888d3dbe 100644
--- a/web/app/components/plugins/marketplace/description/index.tsx
+++ b/web/app/components/plugins/marketplace/description/index.tsx
@@ -1,4 +1,13 @@
-const Description = () => {
+import { useTranslation as translate } from '@/i18n/server'
+
+type DescriptionProps = {
+  locale?: string
+}
+const Description = async ({
+  locale = 'en-US',
+}: DescriptionProps) => {
+  const { t } = await translate(locale, 'plugin')
+
   return (
     <>
       <h1 className='mb-2 text-center title-4xl-semi-bold text-text-primary'>
@@ -7,19 +16,19 @@ const Description = () => {
       <h2 className='flex justify-center items-center text-center body-md-regular text-text-tertiary'>
         Discover
         <span className="relative ml-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-          models
+          {t('category.models')}
         </span>
         ,
         <span className="relative ml-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-          tools
+          {t('category.tools')}
         </span>
         ,
         <span className="relative ml-1 mr-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-          extensions
+          {t('category.extensions')}
         </span>
         and
         <span className="relative ml-1 mr-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-          bundles
+          {t('category.bundles')}
         </span>
         in Dify Marketplace
       </h2>
diff --git a/web/app/components/plugins/marketplace/hooks.ts b/web/app/components/plugins/marketplace/hooks.ts
index 83b7ee5435..254e506912 100644
--- a/web/app/components/plugins/marketplace/hooks.ts
+++ b/web/app/components/plugins/marketplace/hooks.ts
@@ -2,6 +2,8 @@ import {
   useCallback,
   useState,
 } from 'react'
+import i18n from 'i18next'
+import { useTranslation } from 'react-i18next'
 import { useDebounceFn } from 'ahooks'
 import type { Plugin } from '../types'
 import type {
@@ -63,3 +65,14 @@ export const useMarketplacePlugins = () => {
     setIsLoading,
   }
 }
+
+export const useMixedTranslation = (localeFromOuter?: string) => {
+  let t = useTranslation().t
+
+  if (localeFromOuter)
+    t = i18n.getFixedT(localeFromOuter)
+
+  return {
+    t,
+  }
+}
diff --git a/web/app/components/plugins/marketplace/index.tsx b/web/app/components/plugins/marketplace/index.tsx
index 0c87cce924..742df86ea0 100644
--- a/web/app/components/plugins/marketplace/index.tsx
+++ b/web/app/components/plugins/marketplace/index.tsx
@@ -7,20 +7,23 @@ import ListWrapper from './list/list-wrapper'
 import { getMarketplaceCollectionsAndPlugins } from './utils'
 
 type MarketplaceProps = {
+  locale?: string
   showInstallButton?: boolean
 }
 const Marketplace = async ({
+  locale,
   showInstallButton = true,
 }: MarketplaceProps) => {
   const { marketplaceCollections, marketplaceCollectionPluginsMap } = await getMarketplaceCollectionsAndPlugins()
 
   return (
     <MarketplaceContextProvider>
-      <Description />
+      <Description locale={locale} />
       <IntersectionLine />
-      <SearchBoxWrapper />
-      <PluginTypeSwitch />
+      <SearchBoxWrapper locale={locale} />
+      <PluginTypeSwitch locale={locale} />
       <ListWrapper
+        locale={locale}
         marketplaceCollections={marketplaceCollections}
         marketplaceCollectionPluginsMap={marketplaceCollectionPluginsMap}
         showInstallButton={showInstallButton}
diff --git a/web/app/components/plugins/marketplace/list/card-wrapper.tsx b/web/app/components/plugins/marketplace/list/card-wrapper.tsx
index 4ef5dccb65..2ebeeeb7d0 100644
--- a/web/app/components/plugins/marketplace/list/card-wrapper.tsx
+++ b/web/app/components/plugins/marketplace/list/card-wrapper.tsx
@@ -1,21 +1,23 @@
 'use client'
 import { RiArrowRightUpLine } from '@remixicon/react'
-import { useTranslation } from 'react-i18next'
 import Card from '@/app/components/plugins/card'
 import CardMoreInfo from '@/app/components/plugins/card/card-more-info'
 import type { Plugin } from '@/app/components/plugins/types'
 import { MARKETPLACE_URL_PREFIX } from '@/config'
 import Button from '@/app/components/base/button'
+import { useMixedTranslation } from '@/app/components/plugins/marketplace/hooks'
 
 type CardWrapperProps = {
   plugin: Plugin
   showInstallButton?: boolean
+  locale?: string
 }
 const CardWrapper = ({
   plugin,
   showInstallButton,
+  locale,
 }: CardWrapperProps) => {
-  const { t } = useTranslation()
+  const { t } = useMixedTranslation(locale)
   return (
     <div className='group relative rounded-xl cursor-pointer'>
       <Card
diff --git a/web/app/components/plugins/marketplace/list/index.tsx b/web/app/components/plugins/marketplace/list/index.tsx
index 7d1ace6297..1577bc7620 100644
--- a/web/app/components/plugins/marketplace/list/index.tsx
+++ b/web/app/components/plugins/marketplace/list/index.tsx
@@ -10,12 +10,14 @@ type ListProps = {
   marketplaceCollectionPluginsMap: Record<string, Plugin[]>
   plugins?: Plugin[]
   showInstallButton?: boolean
+  locale?: string
 }
 const List = ({
   marketplaceCollections,
   marketplaceCollectionPluginsMap,
   plugins,
   showInstallButton,
+  locale,
 }: ListProps) => {
   return (
     <>
@@ -37,6 +39,7 @@ const List = ({
                   key={plugin.name}
                   plugin={plugin}
                   showInstallButton={showInstallButton}
+                  locale={locale}
                 />
               ))
             }
diff --git a/web/app/components/plugins/marketplace/list/list-wrapper.tsx b/web/app/components/plugins/marketplace/list/list-wrapper.tsx
index bcb929ca2f..443b9ef516 100644
--- a/web/app/components/plugins/marketplace/list/list-wrapper.tsx
+++ b/web/app/components/plugins/marketplace/list/list-wrapper.tsx
@@ -9,11 +9,13 @@ type ListWrapperProps = {
   marketplaceCollections: MarketplaceCollection[]
   marketplaceCollectionPluginsMap: Record<string, Plugin[]>
   showInstallButton?: boolean
+  locale?: string
 }
 const ListWrapper = ({
   marketplaceCollections,
   marketplaceCollectionPluginsMap,
   showInstallButton,
+  locale,
 }: ListWrapperProps) => {
   const plugins = useMarketplaceContext(v => v.plugins)
   const marketplaceCollectionsFromClient = useMarketplaceContext(v => v.marketplaceCollectionsFromClient)
@@ -35,6 +37,7 @@ const ListWrapper = ({
         marketplaceCollectionPluginsMap={marketplaceCollectionPluginsMapFromClient || marketplaceCollectionPluginsMap}
         plugins={plugins}
         showInstallButton={showInstallButton}
+        locale={locale}
       />
     </div>
   )
diff --git a/web/app/components/plugins/marketplace/plugin-type-switch.tsx b/web/app/components/plugins/marketplace/plugin-type-switch.tsx
index 35f5349343..c1469cf6bf 100644
--- a/web/app/components/plugins/marketplace/plugin-type-switch.tsx
+++ b/web/app/components/plugins/marketplace/plugin-type-switch.tsx
@@ -1,5 +1,4 @@
 'use client'
-
 import {
   RiArchive2Line,
   RiBrain2Line,
@@ -8,6 +7,7 @@ import {
 } from '@remixicon/react'
 import { PluginType } from '../types'
 import { useMarketplaceContext } from './context'
+import { useMixedTranslation } from './hooks'
 import cn from '@/utils/classnames'
 
 export const PLUGIN_TYPE_SEARCH_MAP = {
@@ -17,37 +17,44 @@ export const PLUGIN_TYPE_SEARCH_MAP = {
   extension: PluginType.extension,
   bundle: 'bundle',
 }
-const options = [
-  {
-    value: PLUGIN_TYPE_SEARCH_MAP.all,
-    text: 'All',
-    icon: null,
-  },
-  {
-    value: PLUGIN_TYPE_SEARCH_MAP.model,
-    text: 'Models',
-    icon: <RiBrain2Line className='mr-1.5 w-4 h-4' />,
-  },
-  {
-    value: PLUGIN_TYPE_SEARCH_MAP.tool,
-    text: 'Tools',
-    icon: <RiHammerLine className='mr-1.5 w-4 h-4' />,
-  },
-  {
-    value: PLUGIN_TYPE_SEARCH_MAP.extension,
-    text: 'Extensions',
-    icon: <RiPuzzle2Line className='mr-1.5 w-4 h-4' />,
-  },
-  {
-    value: PLUGIN_TYPE_SEARCH_MAP.bundle,
-    text: 'Bundles',
-    icon: <RiArchive2Line className='mr-1.5 w-4 h-4' />,
-  },
-]
-const PluginTypeSwitch = () => {
+type PluginTypeSwitchProps = {
+  locale?: string
+}
+const PluginTypeSwitch = ({
+  locale,
+}: PluginTypeSwitchProps) => {
+  const { t } = useMixedTranslation(locale)
   const activePluginType = useMarketplaceContext(s => s.activePluginType)
   const handleActivePluginTypeChange = useMarketplaceContext(s => s.handleActivePluginTypeChange)
 
+  const options = [
+    {
+      value: PLUGIN_TYPE_SEARCH_MAP.all,
+      text: 'All',
+      icon: null,
+    },
+    {
+      value: PLUGIN_TYPE_SEARCH_MAP.model,
+      text: t('plugin.category.models'),
+      icon: <RiBrain2Line className='mr-1.5 w-4 h-4' />,
+    },
+    {
+      value: PLUGIN_TYPE_SEARCH_MAP.tool,
+      text: t('plugin.category.tools'),
+      icon: <RiHammerLine className='mr-1.5 w-4 h-4' />,
+    },
+    {
+      value: PLUGIN_TYPE_SEARCH_MAP.extension,
+      text: t('plugin.category.extensions'),
+      icon: <RiPuzzle2Line className='mr-1.5 w-4 h-4' />,
+    },
+    {
+      value: PLUGIN_TYPE_SEARCH_MAP.bundle,
+      text: t('plugin.category.bundles'),
+      icon: <RiArchive2Line className='mr-1.5 w-4 h-4' />,
+    },
+  ]
+
   return (
     <div className={cn(
       'sticky top-[60px] flex items-center justify-center py-3 bg-background-body space-x-2 z-10',
diff --git a/web/app/components/plugins/marketplace/search-box/index.tsx b/web/app/components/plugins/marketplace/search-box/index.tsx
index 7ca9ce17e0..d37f96f58c 100644
--- a/web/app/components/plugins/marketplace/search-box/index.tsx
+++ b/web/app/components/plugins/marketplace/search-box/index.tsx
@@ -12,6 +12,7 @@ type SearchBoxProps = {
   onTagsChange: (tags: string[]) => void
   size?: 'small' | 'large'
   placeholder?: string
+  locale?: string
 }
 const SearchBox = ({
   search,
@@ -20,7 +21,8 @@ const SearchBox = ({
   tags,
   onTagsChange,
   size = 'small',
-  placeholder = 'Search tools...',
+  placeholder = '',
+  locale,
 }: SearchBoxProps) => {
   return (
     <div
@@ -35,6 +37,7 @@ const SearchBox = ({
         tags={tags}
         onTagsChange={onTagsChange}
         size={size}
+        locale={locale}
       />
       <div className='mx-1 w-[1px] h-3.5 bg-divider-regular'></div>
       <div className='grow flex items-center p-1 pl-2'>
diff --git a/web/app/components/plugins/marketplace/search-box/search-box-wrapper.tsx b/web/app/components/plugins/marketplace/search-box/search-box-wrapper.tsx
index a124d93eb4..dfdc699958 100644
--- a/web/app/components/plugins/marketplace/search-box/search-box-wrapper.tsx
+++ b/web/app/components/plugins/marketplace/search-box/search-box-wrapper.tsx
@@ -1,9 +1,16 @@
 'use client'
 import { useMarketplaceContext } from '../context'
+import { useMixedTranslation } from '../hooks'
 import SearchBox from './index'
 import cn from '@/utils/classnames'
 
-const SearchBoxWrapper = () => {
+type SearchBoxWrapperProps = {
+  locale?: string
+}
+const SearchBoxWrapper = ({
+  locale,
+}: SearchBoxWrapperProps) => {
+  const { t } = useMixedTranslation(locale)
   const intersected = useMarketplaceContext(v => v.intersected)
   const searchPluginText = useMarketplaceContext(v => v.searchPluginText)
   const handleSearchPluginTextChange = useMarketplaceContext(v => v.handleSearchPluginTextChange)
@@ -21,6 +28,8 @@ const SearchBoxWrapper = () => {
       tags={filterPluginTags}
       onTagsChange={handleFilterPluginTagsChange}
       size='large'
+      locale={locale}
+      placeholder={t('plugin.searchPlugins')}
     />
   )
 }
diff --git a/web/app/components/plugins/marketplace/search-box/tags-filter.tsx b/web/app/components/plugins/marketplace/search-box/tags-filter.tsx
index 670d7af6ed..416cc99b91 100644
--- a/web/app/components/plugins/marketplace/search-box/tags-filter.tsx
+++ b/web/app/components/plugins/marketplace/search-box/tags-filter.tsx
@@ -1,7 +1,6 @@
 'use client'
 
 import { useState } from 'react'
-import { useTranslation } from 'react-i18next'
 import {
   RiArrowDownSLine,
   RiCloseCircleFill,
@@ -16,21 +15,24 @@ import Checkbox from '@/app/components/base/checkbox'
 import cn from '@/utils/classnames'
 import Input from '@/app/components/base/input'
 import { useTags } from '@/app/components/plugins/hooks'
+import { useMixedTranslation } from '@/app/components/plugins/marketplace/hooks'
 
 type TagsFilterProps = {
   tags: string[]
   onTagsChange: (tags: string[]) => void
   size: 'small' | 'large'
+  locale?: string
 }
 const TagsFilter = ({
   tags,
   onTagsChange,
   size,
+  locale,
 }: TagsFilterProps) => {
-  const { t } = useTranslation()
+  const { t } = useMixedTranslation(locale)
   const [open, setOpen] = useState(false)
   const [searchText, setSearchText] = useState('')
-  const { tags: options, tagsMap } = useTags()
+  const { tags: options, tagsMap } = useTags(t)
   const filteredOptions = options.filter(option => option.label.toLowerCase().includes(searchText.toLowerCase()))
   const handleCheck = (id: string) => {
     if (tags.includes(id))
diff --git a/web/app/components/tools/marketplace/index.tsx b/web/app/components/tools/marketplace/index.tsx
index fff22fedc5..f2092227a0 100644
--- a/web/app/components/tools/marketplace/index.tsx
+++ b/web/app/components/tools/marketplace/index.tsx
@@ -1,7 +1,9 @@
 import { RiArrowUpDoubleLine } from '@remixicon/react'
+import { useTranslation } from 'react-i18next'
 import { useMarketplace } from './hooks'
 import List from '@/app/components/plugins/marketplace/list'
 import Loading from '@/app/components/base/loading'
+import { getLocaleOnClient } from '@/i18n'
 
 type MarketplaceProps = {
   searchPluginText: string
@@ -13,6 +15,8 @@ const Marketplace = ({
   filterPluginTags,
   onMarketplaceScroll,
 }: MarketplaceProps) => {
+  const locale = getLocaleOnClient()
+  const { t } = useTranslation()
   const {
     isLoading,
     marketplaceCollections,
@@ -31,19 +35,19 @@ const Marketplace = ({
         <div className='flex items-center text-center body-md-regular text-text-tertiary'>
           Discover
           <span className="relative ml-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-            models
+            {t('plugin.category.models')}
           </span>
           ,
           <span className="relative ml-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-            tools
+            {t('plugin.category.tools')}
           </span>
           ,
           <span className="relative ml-1 mr-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-            extensions
+            {t('plugin.category.extensions')}
           </span>
           and
           <span className="relative ml-1 mr-1 body-md-medium text-text-secondary after:content-[''] after:absolute after:left-0 after:bottom-[1.5px] after:w-full after:h-2 after:bg-text-text-selected">
-            bundles
+            {t('plugin.category.bundles')}
           </span>
           in Dify Marketplace
         </div>
@@ -62,6 +66,7 @@ const Marketplace = ({
             marketplaceCollectionPluginsMap={marketplaceCollectionPluginsMap || {}}
             plugins={plugins}
             showInstallButton
+            locale={locale}
           />
         )
       }
diff --git a/web/i18n/en-US/plugin.ts b/web/i18n/en-US/plugin.ts
index 5ee95468b9..6fbe49a5b7 100644
--- a/web/i18n/en-US/plugin.ts
+++ b/web/i18n/en-US/plugin.ts
@@ -1,4 +1,11 @@
 const translation = {
+  category: {
+    models: 'models',
+    tools: 'tools',
+    extensions: 'extensions',
+    bundles: 'bundles',
+  },
+  searchPlugins: 'Search plugins',
   from: 'From',
   findMoreInMarketplace: 'Find more in Marketplace',
   searchInMarketplace: 'Search in Marketplace',
diff --git a/web/i18n/zh-Hans/plugin.ts b/web/i18n/zh-Hans/plugin.ts
index a9acc1e0e3..a7d146181b 100644
--- a/web/i18n/zh-Hans/plugin.ts
+++ b/web/i18n/zh-Hans/plugin.ts
@@ -1,4 +1,11 @@
 const translation = {
+  category: {
+    models: '模型',
+    tools: '工具',
+    extensions: '扩展',
+    bundles: '捆绑包',
+  },
+  searchPlugins: '搜索插件',
   from: '来自',
   findMoreInMarketplace: '在 Marketplace 中查找更多',
   searchInMarketplace: '在 Marketplace 中搜索',