diff --git a/web/app/components/base/tab-slider/index.tsx b/web/app/components/base/tab-slider/index.tsx
index 00abb9e28d..93dbbe3f62 100644
--- a/web/app/components/base/tab-slider/index.tsx
+++ b/web/app/components/base/tab-slider/index.tsx
@@ -67,7 +67,9 @@ const TabSlider: FC<TabSliderProps> = ({
           }}
         >
           {option.text}
+          {/* if no plugin installed, the badge won't show */}
           {option.value === 'plugins'
+            && pluginList.length > 0
             && <Badge
               size='s'
               uppercase={true}
diff --git a/web/app/components/plugins/plugin-item/action.tsx b/web/app/components/plugins/plugin-item/action.tsx
index 89b6f2ac3e..96b076511c 100644
--- a/web/app/components/plugins/plugin-item/action.tsx
+++ b/web/app/components/plugins/plugin-item/action.tsx
@@ -22,7 +22,7 @@ type Props = {
   isShowInfo: boolean
   isShowDelete: boolean
   onDelete: () => void
-  meta: MetaData
+  meta?: MetaData
 }
 const Action: FC<Props> = ({
   pluginId,
@@ -99,9 +99,9 @@ const Action: FC<Props> = ({
 
       {isShowPluginInfo && (
         <PluginInfo
-          repository={meta.repo}
-          release={meta.version}
-          packageName={meta.package}
+          repository={meta!.repo}
+          release={meta!.version}
+          packageName={meta!.package}
           onHide={hidePluginInfo}
         />
       )}
diff --git a/web/app/components/plugins/plugin-item/index.tsx b/web/app/components/plugins/plugin-item/index.tsx
index 9c7a20c92e..5a40056a05 100644
--- a/web/app/components/plugins/plugin-item/index.tsx
+++ b/web/app/components/plugins/plugin-item/index.tsx
@@ -13,7 +13,7 @@ import { useTranslation } from 'react-i18next'
 import { usePluginPageContext } from '../plugin-page/context'
 import { Github } from '../../base/icons/src/public/common'
 import Badge from '../../base/badge'
-import { type InstalledPlugin, PluginSource } from '../types'
+import { type PluginDetail, PluginSource } from '../types'
 import CornerMark from '../card/base/corner-mark'
 import Description from '../card/base/description'
 import OrgInfo from '../card/base/org-info'
@@ -26,7 +26,7 @@ import { API_PREFIX, MARKETPLACE_URL_PREFIX } from '@/config'
 
 type Props = {
   className?: string
-  plugin: InstalledPlugin
+  plugin: PluginDetail
 }
 
 const PluginItem: FC<Props> = ({
@@ -50,6 +50,7 @@ const PluginItem: FC<Props> = ({
   } = plugin
   const { category, author, name, label, description, icon, verified } = plugin.declaration
   // Only plugin installed from GitHub need to check if it's the new version
+  // todo check version manually
   const hasNewVersion = useMemo(() => {
     return source === PluginSource.github && latest_version !== version
   }, [source, latest_version, version])
@@ -124,7 +125,7 @@ const PluginItem: FC<Props> = ({
         <div className='flex items-center'>
           {source === PluginSource.github
             && <>
-              <a href={meta.repo} target='_blank' className='flex items-center gap-1'>
+              <a href={meta!.repo} target='_blank' className='flex items-center gap-1'>
                 <div className='text-text-tertiary system-2xs-medium-uppercase'>{t('plugin.from')}</div>
                 <div className='flex items-center space-x-0.5 text-text-secondary'>
                   <Github className='w-3 h-3' />
diff --git a/web/app/components/plugins/plugin-page/context.tsx b/web/app/components/plugins/plugin-page/context.tsx
index 8d73fb1a19..8587012b79 100644
--- a/web/app/components/plugins/plugin-page/context.tsx
+++ b/web/app/components/plugins/plugin-page/context.tsx
@@ -2,6 +2,7 @@
 
 import type { ReactNode } from 'react'
 import {
+  useMemo,
   useRef,
   useState,
 } from 'react'
@@ -9,22 +10,28 @@ import {
   createContext,
   useContextSelector,
 } from 'use-context-selector'
-import type { InstalledPlugin, Permissions } from '../types'
+import { useSelector as useAppContextSelector } from '@/context/app-context'
+import type { Permissions, PluginDetail } from '../types'
 import type { FilterState } from './filter-management'
 import { PermissionType } from '../types'
 import { fetchInstalledPluginList } from '@/service/plugins'
 import useSWR from 'swr'
+import { useTranslation } from 'react-i18next'
+import { useTabSearchParams } from '@/hooks/use-tab-searchparams'
 
 export type PluginPageContextValue = {
   containerRef: React.RefObject<HTMLDivElement>
   permissions: Permissions
   setPermissions: (permissions: PluginPageContextValue['permissions']) => void
-  currentPluginDetail: InstalledPlugin | undefined
-  setCurrentPluginDetail: (plugin: InstalledPlugin) => void
-  installedPluginList: InstalledPlugin[]
+  currentPluginDetail: PluginDetail | undefined
+  setCurrentPluginDetail: (plugin: PluginDetail) => void
+  installedPluginList: PluginDetail[]
   mutateInstalledPluginList: () => void
   filters: FilterState
   setFilters: (filter: FilterState) => void
+  activeTab: string
+  setActiveTab: (tab: string) => void
+  options: Array<{ value: string, text: string }>
 }
 
 export const PluginPageContext = createContext<PluginPageContextValue>({
@@ -44,6 +51,9 @@ export const PluginPageContext = createContext<PluginPageContextValue>({
     searchQuery: '',
   },
   setFilters: () => {},
+  activeTab: '',
+  setActiveTab: () => {},
+  options: [],
 })
 
 type PluginPageContextProviderProps = {
@@ -57,6 +67,7 @@ export function usePluginPageContext(selector: (value: PluginPageContextValue) =
 export const PluginPageContextProvider = ({
   children,
 }: PluginPageContextProviderProps) => {
+  const { t } = useTranslation()
   const containerRef = useRef<HTMLDivElement>(null)
   const [permissions, setPermissions] = useState<PluginPageContextValue['permissions']>({
     install_permission: PermissionType.noOne,
@@ -68,7 +79,22 @@ export const PluginPageContextProvider = ({
     searchQuery: '',
   })
   const { data, mutate: mutateInstalledPluginList } = useSWR({ url: '/workspaces/current/plugin/list' }, fetchInstalledPluginList)
-  const [currentPluginDetail, setCurrentPluginDetail] = useState<InstalledPlugin | undefined>()
+  const [currentPluginDetail, setCurrentPluginDetail] = useState<PluginDetail | undefined>()
+
+  const { enable_marketplace } = useAppContextSelector(s => s.systemFeatures)
+  const options = useMemo(() => {
+    return [
+      { value: 'plugins', text: t('common.menus.plugins') },
+      ...(
+        enable_marketplace
+          ? [{ value: 'discover', text: 'Explore Marketplace' }]
+          : []
+      ),
+    ]
+  }, [t, enable_marketplace])
+  const [activeTab, setActiveTab] = useTabSearchParams({
+    defaultTab: options[0].value,
+  })
 
   return (
     <PluginPageContext.Provider
@@ -82,6 +108,9 @@ export const PluginPageContextProvider = ({
         mutateInstalledPluginList,
         filters,
         setFilters,
+        activeTab,
+        setActiveTab,
+        options,
       }}
     >
       {children}
diff --git a/web/app/components/plugins/plugin-page/empty/index.tsx b/web/app/components/plugins/plugin-page/empty/index.tsx
new file mode 100644
index 0000000000..ea296d9f31
--- /dev/null
+++ b/web/app/components/plugins/plugin-page/empty/index.tsx
@@ -0,0 +1,114 @@
+import React, { useMemo, useRef, useState } from 'react'
+import { MagicBox } from '@/app/components/base/icons/src/vender/solid/mediaAndDevices'
+import { FileZip } from '@/app/components/base/icons/src/vender/solid/files'
+import { Github } from '@/app/components/base/icons/src/vender/solid/general'
+import InstallFromGitHub from '@/app/components/plugins/install-plugin/install-from-github'
+import InstallFromLocalPackage from '@/app/components/plugins/install-plugin/install-from-local-package'
+import { usePluginPageContext } from '../context'
+import type { PluginDetail } from '../../types'
+import { Group } from '@/app/components/base/icons/src/vender/other'
+import { useSelector as useAppContextSelector } from '@/context/app-context'
+import Line from '../../marketplace/empty/line'
+
+const Empty = () => {
+  const fileInputRef = useRef<HTMLInputElement>(null)
+  const [selectedAction, setSelectedAction] = useState<string | null>(null)
+  const [selectedFile, setSelectedFile] = useState<File | null>(null)
+  const { enable_marketplace } = useAppContextSelector(s => s.systemFeatures)
+  const setActiveTab = usePluginPageContext(v => v.setActiveTab)
+
+  const handleFileChange = (event: React.ChangeEvent<HTMLInputElement>) => {
+    const file = event.target.files?.[0]
+    if (file) {
+      setSelectedFile(file)
+      setSelectedAction('local')
+    }
+  }
+  const filters = usePluginPageContext(v => v.filters)
+  const pluginList = usePluginPageContext(v => v.installedPluginList) as PluginDetail[]
+
+  const text = useMemo(() => {
+    if (pluginList.length === 0)
+      return 'No plugins installed'
+    if (filters.categories.length > 0 || filters.tags.length > 0 || filters.searchQuery)
+      return 'No plugins found'
+  }, [pluginList, filters])
+
+  return (
+    <div className='grow w-full relative'>
+      {/* skeleton */}
+      <div className='h-full w-full px-12 absolute top-0 grid grid-cols-2 gap-2 overflow-hidden z-10'>
+        {Array.from({ length: 20 }).fill(0).map((_, i) => (
+          <div key={i} className='h-[100px] bg-components-card-bg rounded-xl'/>
+        ))}
+      </div>
+      {/* mask */}
+      <div className='h-full w-full absolute z-20 bg-gradient-to-b from-background-gradient-mask-transparent to-white'/>
+      <div className='flex items-center justify-center h-full relative z-30'>
+        <div className='flex flex-col items-center gap-y-3'>
+          <div className='relative -z-10 flex items-center justify-center w-[52px] h-[52px] rounded-xl
+          bg-components-card-bg border-[1px] border-dashed border-divider-deep shadow-xl shadow-shadow-shadow-5'>
+            <Group className='text-text-tertiary w-5 h-5' />
+            <Line className='absolute -right-[1px] top-1/2 -translate-y-1/2' />
+            <Line className='absolute -left-[1px] top-1/2 -translate-y-1/2' />
+            <Line className='absolute top-0 left-1/2 -translate-x-1/2 -translate-y-1/2 rotate-90' />
+            <Line className='absolute top-full left-1/2 -translate-x-1/2 -translate-y-1/2 rotate-90' />
+          </div>
+          <div className='text-text-tertiary text-sm font-normal'>
+            {text}
+          </div>
+          <div className='flex flex-col w-[240px]'>
+            <input
+              type='file'
+              ref={fileInputRef}
+              style={{ display: 'none' }}
+              onChange={handleFileChange}
+              accept='.difypkg'
+            />
+            <div className='w-full flex flex-col gap-y-1'>
+              {[
+                ...(
+                  (enable_marketplace || true)
+                    ? [{ icon: MagicBox, text: 'Marketplace', action: 'marketplace' }]
+                    : []
+                ),
+                { icon: Github, text: 'GitHub', action: 'github' },
+                { icon: FileZip, text: 'Local Package File', action: 'local' },
+              ].map(({ icon: Icon, text, action }) => (
+                <div
+                  key={action}
+                  className='flex items-center px-3 py-2 gap-x-1 rounded-lg bg-components-button-secondary-bg
+                  hover:bg-state-base-hover cursor-pointer border-[0.5px] shadow-shadow-shadow-3 shadow-xs'
+                  onClick={() => {
+                    if (action === 'local')
+                      fileInputRef.current?.click()
+                    else if (action === 'marketplace')
+                      setActiveTab('discover')
+                    else
+                      setSelectedAction(action)
+                  }}
+                >
+                  <Icon className="w-4 h-4 text-text-tertiary" />
+                  <span className='text-text-secondary system-md-regular'>{`Install from ${text}`}</span>
+                </div>
+              ))}
+            </div>
+          </div>
+        </div>
+        {selectedAction === 'github' && <InstallFromGitHub onClose={() => setSelectedAction(null)} />}
+        {selectedAction === 'local' && selectedFile
+          && (<InstallFromLocalPackage
+            file={selectedFile}
+            onClose={() => setSelectedAction(null)}
+            onSuccess={() => { }}
+          />
+          )
+        }
+      </div>
+    </div>
+  )
+}
+
+Empty.displayName = 'Empty'
+
+export default React.memo(Empty)
diff --git a/web/app/components/plugins/plugin-page/index.tsx b/web/app/components/plugins/plugin-page/index.tsx
index c5f8d382b3..50723b580b 100644
--- a/web/app/components/plugins/plugin-page/index.tsx
+++ b/web/app/components/plugins/plugin-page/index.tsx
@@ -18,7 +18,6 @@ import usePermission from './use-permission'
 import DebugInfo from './debug-info'
 import { usePluginTasksStore } from './store'
 import InstallInfo from './install-info'
-import { useTabSearchParams } from '@/hooks/use-tab-searchparams'
 import Button from '@/app/components/base/button'
 import TabSlider from '@/app/components/base/tab-slider'
 import Tooltip from '@/app/components/base/tooltip'
@@ -100,22 +99,11 @@ const PluginPage = ({
   }] = useBoolean()
   const [currentFile, setCurrentFile] = useState<File | null>(null)
   const containerRef = usePluginPageContext(v => v.containerRef)
+  const options = usePluginPageContext(v => v.options)
+  const [activeTab, setActiveTab] = usePluginPageContext(v => [v.activeTab, v.setActiveTab])
   const { enable_marketplace } = useAppContextSelector(s => s.systemFeatures)
   const [installed, total] = [2, 3] // Replace this with the actual progress
   const progressPercentage = (installed / total) * 100
-  const options = useMemo(() => {
-    return [
-      { value: 'plugins', text: t('common.menus.plugins') },
-      ...(
-        enable_marketplace
-          ? [{ value: 'discover', text: 'Explore Marketplace' }]
-          : []
-      ),
-    ]
-  }, [t, enable_marketplace])
-  const [activeTab, setActiveTab] = useTabSearchParams({
-    defaultTab: options[0].value,
-  })
 
   const uploaderProps = useUploader({
     onFileChange: setCurrentFile,
diff --git a/web/app/components/plugins/plugin-page/list/index.tsx b/web/app/components/plugins/plugin-page/list/index.tsx
index 23f6e403e5..57fea8c8b5 100644
--- a/web/app/components/plugins/plugin-page/list/index.tsx
+++ b/web/app/components/plugins/plugin-page/list/index.tsx
@@ -1,9 +1,9 @@
 import type { FC } from 'react'
 import PluginItem from '../../plugin-item'
-import type { InstalledPlugin } from '../../types'
+import type { PluginDetail } from '../../types'
 
 type IPluginListProps = {
-  pluginList: InstalledPlugin[]
+  pluginList: PluginDetail[]
 }
 
 const PluginList: FC<IPluginListProps> = ({ pluginList }) => {
diff --git a/web/app/components/plugins/plugin-page/plugins-panel.tsx b/web/app/components/plugins/plugin-page/plugins-panel.tsx
index 77f531b122..11a8c3d198 100644
--- a/web/app/components/plugins/plugin-page/plugins-panel.tsx
+++ b/web/app/components/plugins/plugin-page/plugins-panel.tsx
@@ -1,16 +1,17 @@
 'use client'
 import { useMemo } from 'react'
-import type { InstalledPlugin } from '../types'
+import type { PluginDetail } from '../types'
 import type { FilterState } from './filter-management'
 import FilterManagement from './filter-management'
 import List from './list'
 import PluginDetailPanel from '@/app/components/plugins/plugin-detail-panel'
 import { usePluginPageContext } from './context'
 import { useDebounceFn } from 'ahooks'
+import Empty from './empty'
 
 const PluginsPanel = () => {
   const [filters, setFilters] = usePluginPageContext(v => [v.filters, v.setFilters])
-  const pluginList = usePluginPageContext(v => v.installedPluginList) as InstalledPlugin[]
+  const pluginList = usePluginPageContext(v => v.installedPluginList) as PluginDetail[]
   const mutateInstalledPluginList = usePluginPageContext(v => v.mutateInstalledPluginList)
 
   const { run: handleFilterChange } = useDebounceFn((filters: FilterState) => {
@@ -37,11 +38,15 @@ const PluginsPanel = () => {
           onFilterChange={handleFilterChange}
         />
       </div>
-      <div className='flex px-12 items-start content-start gap-2 flex-grow self-stretch flex-wrap'>
-        <div className='w-full'>
-          <List pluginList={filteredList} />
+      {filteredList.length > 0 ? (
+        <div className='flex px-12 items-start content-start gap-2 flex-grow self-stretch flex-wrap'>
+          <div className='w-full'>
+            <List pluginList={filteredList} />
+          </div>
         </div>
-      </div>
+      ) : (
+        <Empty />
+      )}
       <PluginDetailPanel onDelete={() => mutateInstalledPluginList()}/>
     </>
   )
diff --git a/web/app/components/plugins/types.ts b/web/app/components/plugins/types.ts
index e0ed3bf862..8ccba6ef30 100644
--- a/web/app/components/plugins/types.ts
+++ b/web/app/components/plugins/types.ts
@@ -83,6 +83,24 @@ export type PluginManifestInMarket = {
   install_count: number
 }
 
+export type PluginDetail = {
+  id: string
+  created_at: string
+  updated_at: string
+  name: string
+  plugin_id: string
+  plugin_unique_identifier: string
+  declaration: PluginDeclaration
+  installation_id: string
+  tenant_id: string
+  endpoints_setups: number
+  endpoints_active: number
+  version: string
+  latest_version: string
+  source: PluginSource
+  meta?: MetaData
+}
+
 export type Plugin = {
   type: PluginType
   org: string
@@ -238,21 +256,8 @@ export type MetaData = {
   package: string
 }
 
-export type InstalledPlugin = {
-  plugin_id: string
-  plugin_unique_identifier: string
-  installation_id: string
-  declaration: PluginDeclaration
-  source: PluginSource
-  tenant_id: string
-  version: string
-  latest_version: string
-  endpoints_active: number
-  meta: MetaData
-}
-
 export type InstalledPluginListResponse = {
-  plugins: InstalledPlugin[]
+  plugins: PluginDetail[]
 }
 
 export type UninstallPluginResponse = {