diff --git a/web/app/components/workflow/block-selector/featured-tools.tsx b/web/app/components/workflow/block-selector/featured-tools.tsx
index e65b99f21c..9e4ba74ba5 100644
--- a/web/app/components/workflow/block-selector/featured-tools.tsx
+++ b/web/app/components/workflow/block-selector/featured-tools.tsx
@@ -5,8 +5,8 @@ import { BlockEnum, type ToolWithProvider } from '../types'
 import type { ToolDefaultValue, ToolValue } from './types'
 import type { Plugin } from '@/app/components/plugins/types'
 import { useGetLanguage } from '@/context/i18n'
-import Button from '@/app/components/base/button'
 import BlockIcon from '../block-icon'
+import Tooltip from '@/app/components/base/tooltip'
 import { RiArrowDownSLine, RiArrowRightSLine, RiLoader2Line, RiMoreLine } from '@remixicon/react'
 import { useInstallPackageFromMarketPlace } from '@/service/use-plugins'
 import Loading from '@/app/components/base/loading'
@@ -15,6 +15,8 @@ import { getMarketplaceUrl } from '@/utils/var'
 import { ToolTypeEnum } from './types'
 import { ViewType } from './view-type-select'
 import Tools from './tools'
+import { formatNumber } from '@/utils/format'
+import Action from '@/app/components/workflow/block-selector/market-place-plugin/action'
 
 const MAX_RECOMMENDED_COUNT = 15
 const INITIAL_VISIBLE_COUNT = 5
@@ -44,11 +46,16 @@ const FeaturedTools = ({
   const language = useGetLanguage()
   const [visibleCount, setVisibleCount] = useState(INITIAL_VISIBLE_COUNT)
   const [installingIdentifier, setInstallingIdentifier] = useState<string | null>(null)
-  const [isCollapsed, setIsCollapsed] = useState<boolean>(false)
+  const [isCollapsed, setIsCollapsed] = useState<boolean>(() => {
+    if (typeof window === 'undefined')
+      return false
+    const stored = window.localStorage.getItem(STORAGE_KEY)
+    return stored === 'true'
+  })
 
   const installMutation = useInstallPackageFromMarketPlace({
-    onSuccess: () => {
-      onInstallSuccess?.()
+    onSuccess: async () => {
+      await onInstallSuccess?.()
     },
     onSettled: () => {
       setInstallingIdentifier(null)
@@ -99,11 +106,11 @@ const FeaturedTools = ({
     <div className='px-3 pb-3 pt-2'>
       <button
         type='button'
-        className='flex w-full items-center justify-between rounded-md px-0 py-1 text-left text-text-tertiary'
+        className='flex w-full items-center justify-between rounded-md px-0 py-1 text-left text-text-primary'
         onClick={() => setIsCollapsed(prev => !prev)}
       >
         <span className='system-xs-medium'>{t('workflow.tabs.featuredTools')}</span>
-        {isCollapsed ? <RiArrowRightSLine className='size-3.5' /> : <RiArrowDownSLine className='size-3.5' />}
+        {isCollapsed ? <RiArrowRightSLine className='size-3.5 text-text-tertiary' /> : <RiArrowDownSLine className='size-3.5 text-text-tertiary' />}
       </button>
 
       {!isCollapsed && (
@@ -198,33 +205,88 @@ function FeaturedToolUninstalledItem({
 }: FeaturedToolUninstalledItemProps) {
   const label = plugin.label?.[language] || plugin.name
   const description = typeof plugin.brief === 'object' ? plugin.brief[language] : plugin.brief
-  const installCountLabel = t('plugin.install', { num: plugin.install_count?.toLocaleString() ?? 0 })
+  const installCountLabel = t('plugin.install', { num: formatNumber(plugin.install_count || 0) })
+  const [actionOpen, setActionOpen] = useState(false)
+  const [isActionHovered, setIsActionHovered] = useState(false)
+
+  useEffect(() => {
+    if (!actionOpen)
+      return
+
+    const handleScroll = () => {
+      setActionOpen(false)
+      setIsActionHovered(false)
+    }
+
+    window.addEventListener('scroll', handleScroll, true)
+
+    return () => {
+      window.removeEventListener('scroll', handleScroll, true)
+    }
+  }, [actionOpen])
 
   return (
-    <div className='group flex items-center justify-between rounded-lg px-3 py-2 hover:bg-state-base-hover'>
-      <div className='flex min-w-0 items-center gap-3'>
-        <BlockIcon type={BlockEnum.Tool} toolIcon={plugin.icon} />
-        <div className='min-w-0'>
-          <div className='system-sm-medium truncate text-text-primary'>{label}</div>
-          {description && (
-            <div className='system-xs-regular truncate text-text-tertiary'>{description}</div>
-          )}
+    <Tooltip
+      position='right'
+      needsDelay={false}
+      popupClassName='!p-0 !px-3 !py-2.5 !w-[224px] !leading-[18px] !text-xs !text-gray-700 !border-[0.5px] !border-black/5 !rounded-xl !shadow-lg'
+      popupContent={(
+        <div>
+          <BlockIcon size='md' className='mb-2' type={BlockEnum.Tool} toolIcon={plugin.icon} />
+          <div className='mb-1 text-sm leading-5 text-text-primary'>{label}</div>
+          <div className='text-xs leading-[18px] text-text-secondary'>{description}</div>
+        </div>
+      )}
+      disabled={!description || isActionHovered || actionOpen}
+    >
+      <div
+        className='group flex h-8 w-full items-center rounded-lg pl-3 pr-1 hover:bg-state-base-hover'
+        onMouseLeave={() => {
+          if (!actionOpen)
+            setIsActionHovered(false)
+        }}
+      >
+        <div className='flex h-full min-w-0 items-center'>
+          <BlockIcon type={BlockEnum.Tool} toolIcon={plugin.icon} />
+          <div className='ml-2 min-w-0'>
+            <div className='system-sm-medium truncate text-text-secondary'>{label}</div>
+          </div>
+        </div>
+        <div className='ml-auto flex h-full items-center gap-1 pl-1'>
+          <span className='system-xs-regular text-text-tertiary group-hover:hidden'>{installCountLabel}</span>
+          <div
+            className={`h-full items-center gap-1 [&_.action-btn]:h-6 [&_.action-btn]:min-h-0 [&_.action-btn]:w-6 [&_.action-btn]:rounded-lg [&_.action-btn]:p-0 ${actionOpen ? 'flex' : 'hidden group-hover:flex'}`}
+            onMouseEnter={() => setIsActionHovered(true)}
+            onMouseLeave={() => {
+              if (!actionOpen)
+                setIsActionHovered(false)
+            }}
+          >
+            <button
+              type='button'
+              className='system-xs-medium flex h-6 cursor-pointer items-center gap-1 rounded px-1.5 text-components-button-secondary-accent-text hover:bg-state-base-hover'
+              disabled={installing}
+              onClick={onInstall}
+            >
+              {installing ? t('workflow.nodes.agent.pluginInstaller.installing') : t('workflow.nodes.agent.pluginInstaller.install')}
+              {installing && <RiLoader2Line className='size-3 animate-spin' />}
+            </button>
+            <div className='flex items-center'>
+              <Action
+                open={actionOpen}
+                onOpenChange={(value) => {
+                  setActionOpen(value)
+                  setIsActionHovered(value)
+                }}
+                author={plugin.org}
+                name={plugin.name}
+                version={plugin.latest_version}
+              />
+            </div>
+          </div>
         </div>
       </div>
-      <div className='ml-3 flex items-center'>
-        <span className='system-xs-regular text-text-tertiary group-hover:hidden'>{installCountLabel}</span>
-        <Button
-          size='small'
-          variant='secondary'
-          className='hidden items-center gap-1 group-hover:flex'
-          disabled={installing}
-          onClick={onInstall}
-        >
-          {installing ? t('workflow.nodes.agent.pluginInstaller.installing') : t('workflow.nodes.agent.pluginInstaller.install')}
-          {installing && <RiLoader2Line className='size-3 animate-spin' />}
-        </Button>
-      </div>
-    </div>
+    </Tooltip>
   )
 }
 
diff --git a/web/app/components/workflow/block-selector/market-place-plugin/action.tsx b/web/app/components/workflow/block-selector/market-place-plugin/action.tsx
index 56ee420cff..3b9a710a5c 100644
--- a/web/app/components/workflow/block-selector/market-place-plugin/action.tsx
+++ b/web/app/components/workflow/block-selector/market-place-plugin/action.tsx
@@ -77,7 +77,7 @@ const OperationDropdown: FC<Props> = ({
         </ActionButton>
       </PortalToFollowElemTrigger>
       <PortalToFollowElemContent className='z-[9999]'>
-        <div className='w-[112px] rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur p-1 shadow-lg'>
+        <div className='min-w-[176px] rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur p-1 shadow-lg'>
           <div onClick={handleDownload} className='system-md-regular cursor-pointer rounded-lg px-3 py-1.5 text-text-secondary hover:bg-state-base-hover'>{t('common.operation.download')}</div>
           <a href={getMarketplaceUrl(`/plugins/${author}/${name}`, { theme })} target='_blank' className='system-md-regular block cursor-pointer rounded-lg px-3 py-1.5 text-text-secondary hover:bg-state-base-hover'>{t('common.operation.viewDetails')}</a>
         </div>