diff --git a/oxlint-suppressions.json b/oxlint-suppressions.json
index c0b968118fccd1..e8cbffd9ee719b 100644
--- a/oxlint-suppressions.json
+++ b/oxlint-suppressions.json
@@ -1929,14 +1929,6 @@
       "count": 1
     }
   },
-  "web/app/components/base/tab-slider-new/index.tsx": {
-    "jsx_a11y/click-events-have-key-events": {
-      "count": 1
-    },
-    "jsx_a11y/no-static-element-interactions": {
-      "count": 1
-    }
-  },
   "web/app/components/base/tab-slider-plain/index.tsx": {
     "jsx_a11y/click-events-have-key-events": {
       "count": 1
diff --git a/web/app/components/base/tab-slider-new/__tests__/index.spec.tsx b/web/app/components/base/tab-slider-new/__tests__/index.spec.tsx
index 6068e9362b6b8a..db28bfdedee5fc 100644
--- a/web/app/components/base/tab-slider-new/__tests__/index.spec.tsx
+++ b/web/app/components/base/tab-slider-new/__tests__/index.spec.tsx
@@ -3,11 +3,12 @@ import userEvent from '@testing-library/user-event'
 import TabSliderNew from '../index'
 
 describe('TabSliderNew', () => {
-  it('selects a tab', async () => {
+  it('exposes and changes the selected tool category', async () => {
     const user = userEvent.setup()
     const onChange = vi.fn()
     render(
       <TabSliderNew
+        ariaLabel="Tool categories"
         value="all"
         options={[
           { value: 'all', text: 'All' },
@@ -17,7 +18,19 @@ describe('TabSliderNew', () => {
       />,
     )
 
-    await user.click(screen.getByText('Active'))
+    expect(screen.getByRole('group', { name: 'Tool categories' })).toBeInTheDocument()
+
+    const allButton = screen.getByRole('button', { name: 'All' })
+    const activeButton = screen.getByRole('button', { name: 'Active' })
+
+    expect(allButton).toHaveAttribute('aria-pressed', 'true')
+    expect(activeButton).toHaveAttribute('aria-pressed', 'false')
+
+    await user.click(allButton)
+    expect(onChange).not.toHaveBeenCalled()
+
+    activeButton.focus()
+    await user.keyboard('{Enter}')
 
     expect(onChange).toHaveBeenCalledWith('active')
   })
diff --git a/web/app/components/base/tab-slider-new/index.stories.tsx b/web/app/components/base/tab-slider-new/index.stories.tsx
index a0e876f987a956..11e13cfbea3b87 100644
--- a/web/app/components/base/tab-slider-new/index.stories.tsx
+++ b/web/app/components/base/tab-slider-new/index.stories.tsx
@@ -22,7 +22,7 @@ const TabSliderNewDemo = ({ initialValue = 'visual' }: { initialValue?: string }
   return (
     <div className="flex w-full max-w-sm flex-col gap-4 rounded-2xl border border-divider-subtle bg-components-panel-bg p-6">
       <div className="text-xs tracking-[0.18em] text-text-tertiary uppercase">Pill tabs</div>
-      <TabSliderNew value={value} options={OPTIONS} onChange={setValue} />
+      <TabSliderNew ariaLabel="Builder mode" value={value} options={OPTIONS} onChange={setValue} />
     </div>
   )
 }
diff --git a/web/app/components/base/tab-slider-new/index.tsx b/web/app/components/base/tab-slider-new/index.tsx
index 2c770f399e5d39..1b154ea7aecd5b 100644
--- a/web/app/components/base/tab-slider-new/index.tsx
+++ b/web/app/components/base/tab-slider-new/index.tsx
@@ -1,5 +1,6 @@
 import type { ReactNode } from 'react'
 import { cn } from '@langgenius/dify-ui/cn'
+import { SegmentedControl, SegmentedControlItem } from '@langgenius/dify-ui/segmented-control'
 
 type Option = {
   value: string
@@ -7,30 +8,36 @@ type Option = {
   icon?: ReactNode
 }
 type TabSliderProps = {
+  ariaLabel: string
   className?: string
   value: string
   onChange: (v: string) => void
   options: Option[]
 }
-function TabSliderNew({ className, value, onChange, options }: TabSliderProps) {
+function TabSliderNew({ ariaLabel, className, value, onChange, options }: TabSliderProps) {
   return (
-    <div data-testid="tab-slider-new" className={cn(className, 'relative flex')}>
+    <SegmentedControl
+      aria-label={ariaLabel}
+      data-testid="tab-slider-new"
+      value={[value]}
+      onValueChange={(nextValues) => {
+        const nextValue = nextValues[0]
+        if (nextValue && nextValue !== value) onChange(nextValue)
+      }}
+      className={cn(className, 'relative flex gap-0 rounded-none bg-transparent p-0')}
+    >
       {options.map((option) => (
-        <div
+        <SegmentedControlItem
           key={option.value}
+          value={option.value}
           data-testid={`tab-item-${option.value}`}
-          onClick={() => onChange(option.value)}
-          className={cn(
-            'mr-1 flex h-8 cursor-pointer items-center rounded-lg border-[0.5px] border-transparent px-3 py-1.75 text-[13px] leading-4.5 font-medium text-text-tertiary hover:bg-state-base-hover',
-            value === option.value &&
-              'border-components-main-nav-nav-button-border bg-state-base-hover text-components-main-nav-nav-button-text-active shadow-xs',
-          )}
+          className="mr-1 h-8 justify-start gap-0 overflow-visible px-3 py-1.75 text-[13px] leading-4.5 font-medium whitespace-normal text-text-tertiary transition-none hover:bg-state-base-hover hover:text-text-tertiary data-pressed:border-components-main-nav-nav-button-border data-pressed:bg-state-base-hover data-pressed:text-components-main-nav-nav-button-text-active data-pressed:shadow-xs"
         >
           {option.icon}
           {option.text}
-        </div>
+        </SegmentedControlItem>
       ))}
-    </div>
+    </SegmentedControl>
   )
 }
 
diff --git a/web/app/components/integrations/tool-provider-toolbar.tsx b/web/app/components/integrations/tool-provider-toolbar.tsx
index c72ef4402c09f7..d29ef57da438f1 100644
--- a/web/app/components/integrations/tool-provider-toolbar.tsx
+++ b/web/app/components/integrations/tool-provider-toolbar.tsx
@@ -2,6 +2,7 @@
 
 import type { ReactNode } from 'react'
 import { cn } from '@langgenius/dify-ui/cn'
+import { useTranslation } from 'react-i18next'
 import { SearchInput } from '@/app/components/base/search-input'
 import TabSliderNew from '@/app/components/base/tab-slider-new'
 import UpdateSettingDialog from '@/app/components/header/account-setting/update-setting-dialog'
@@ -42,6 +43,8 @@ export function ToolProviderToolbar({
   onKeywordsChange: (keywords: string) => void
   onTagsChange: (tags: string[]) => void
 }) {
+  const { t } = useTranslation()
+
   return (
     <div
       className={cn(
@@ -52,7 +55,12 @@ export function ToolProviderToolbar({
       )}
     >
       {!isRouteCategory && (
-        <TabSliderNew value={activeTab} onChange={onCategoryChange} options={options} />
+        <TabSliderNew
+          ariaLabel={t(($) => $['category.tools'], { ns: 'plugin' })}
+          value={activeTab}
+          onChange={onCategoryChange}
+          options={options}
+        />
       )}
       <div className="flex min-w-50 flex-1 items-center justify-between gap-2">
         <div className="flex min-w-0 items-center gap-2">