diff --git a/web/app/components/workflow/block-selector/snippets/__tests__/index.spec.tsx b/web/app/components/workflow/block-selector/snippets/__tests__/index.spec.tsx
index 99ccf2aa09..c6ff6be8c7 100644
--- a/web/app/components/workflow/block-selector/snippets/__tests__/index.spec.tsx
+++ b/web/app/components/workflow/block-selector/snippets/__tests__/index.spec.tsx
@@ -1,11 +1,8 @@
-import { fireEvent, render, screen } from '@testing-library/react'
+import { fireEvent, render, screen, waitFor } from '@testing-library/react'
 import Snippets from '../index'
 
 const mockUseInfiniteSnippetList = vi.fn()
 const mockHandleInsertSnippet = vi.fn()
-const mockHandleCreateSnippet = vi.fn()
-const mockHandleOpenCreateSnippetDialog = vi.fn()
-const mockHandleCloseCreateSnippetDialog = vi.fn()
 
 vi.mock('ahooks', async () => {
   const actual = await vi.importActual<typeof import('ahooks')>('ahooks')
@@ -25,19 +22,18 @@ vi.mock('../use-insert-snippet', () => ({
   }),
 }))
 
-vi.mock('@/app/components/snippets/hooks/use-create-snippet', () => ({
-  useCreateSnippet: () => ({
-    createSnippetMutation: { isPending: false },
-    handleCloseCreateSnippetDialog: mockHandleCloseCreateSnippetDialog,
-    handleCreateSnippet: mockHandleCreateSnippet,
-    handleOpenCreateSnippetDialog: mockHandleOpenCreateSnippetDialog,
-    isCreateSnippetDialogOpen: false,
-    isCreatingSnippet: false,
-  }),
-}))
-
-vi.mock('@/app/components/snippets/create-snippet-dialog', () => ({
-  default: ({ isOpen }: { isOpen: boolean }) => isOpen ? <div data-testid="create-snippet-dialog" /> : null,
+vi.mock('../snippet-tags-filter', () => ({
+  default: ({
+    value,
+    onChange,
+  }: {
+    value: string[]
+    onChange: (value: string[]) => void
+  }) => (
+    <button type="button" onClick={() => onChange(['tag-1'])}>
+      {`tag-filter:${value.join(',')}`}
+    </button>
+  ),
 }))
 
 describe('Snippets', () => {
@@ -64,6 +60,7 @@ describe('Snippets', () => {
       render(<Snippets searchText="" />)
 
       expect(screen.getByText('workflow.tabs.noSnippetsFound')).toBeInTheDocument()
+      expect(screen.queryByRole('button', { name: 'workflow.tabs.createSnippet' })).not.toBeInTheDocument()
     })
 
     it('should render snippet rows from infinite list data', () => {
@@ -107,12 +104,19 @@ describe('Snippets', () => {
   })
 
   describe('User Interactions', () => {
-    it('should delegate create action from empty state', () => {
+    it('should filter snippets by selected snippet tags', async () => {
       render(<Snippets searchText="" />)
 
-      fireEvent.click(screen.getByRole('button', { name: 'workflow.tabs.createSnippet' }))
+      fireEvent.click(screen.getByRole('button', { name: 'tag-filter:' }))
 
-      expect(mockHandleOpenCreateSnippetDialog).toHaveBeenCalledTimes(1)
+      await waitFor(() => {
+        expect(mockUseInfiniteSnippetList).toHaveBeenLastCalledWith({
+          page: 1,
+          limit: 30,
+          tag_ids: ['tag-1'],
+          is_published: true,
+        })
+      })
     })
 
     it('should delegate insert action when snippet item is clicked', () => {
diff --git a/web/app/components/workflow/block-selector/snippets/__tests__/snippet-empty-state.spec.tsx b/web/app/components/workflow/block-selector/snippets/__tests__/snippet-empty-state.spec.tsx
index 1ab2f712bf..91567b79fe 100644
--- a/web/app/components/workflow/block-selector/snippets/__tests__/snippet-empty-state.spec.tsx
+++ b/web/app/components/workflow/block-selector/snippets/__tests__/snippet-empty-state.spec.tsx
@@ -1,4 +1,4 @@
-import { fireEvent, render, screen } from '@testing-library/react'
+import { render, screen } from '@testing-library/react'
 import SnippetEmptyState from '../snippet-empty-state'
 
 describe('SnippetEmptyState', () => {
@@ -7,25 +7,11 @@ describe('SnippetEmptyState', () => {
   })
 
   describe('Rendering', () => {
-    it('should render empty state copy and create action', () => {
-      const handleCreate = vi.fn()
-
-      render(<SnippetEmptyState onCreate={handleCreate} />)
+    it('should render empty state copy without create action', () => {
+      render(<SnippetEmptyState />)
 
       expect(screen.getByText('workflow.tabs.noSnippetsFound')).toBeInTheDocument()
-      expect(screen.getByRole('button', { name: 'workflow.tabs.createSnippet' })).toBeInTheDocument()
-    })
-  })
-
-  describe('User Interactions', () => {
-    it('should call onCreate when create button is clicked', () => {
-      const handleCreate = vi.fn()
-
-      render(<SnippetEmptyState onCreate={handleCreate} />)
-
-      fireEvent.click(screen.getByRole('button', { name: 'workflow.tabs.createSnippet' }))
-
-      expect(handleCreate).toHaveBeenCalledTimes(1)
+      expect(screen.queryByRole('button', { name: 'workflow.tabs.createSnippet' })).not.toBeInTheDocument()
     })
   })
 })
diff --git a/web/app/components/workflow/block-selector/snippets/__tests__/snippet-list-item.spec.tsx b/web/app/components/workflow/block-selector/snippets/__tests__/snippet-list-item.spec.tsx
index 47884b8866..6adbe547f8 100644
--- a/web/app/components/workflow/block-selector/snippets/__tests__/snippet-list-item.spec.tsx
+++ b/web/app/components/workflow/block-selector/snippets/__tests__/snippet-list-item.spec.tsx
@@ -23,7 +23,7 @@ describe('SnippetListItem', () => {
   })
 
   describe('Rendering', () => {
-    it('should render snippet name', () => {
+    it('should render snippet title and description', () => {
       render(
         <SnippetListItem
           snippet={createSnippet()}
@@ -34,19 +34,24 @@ describe('SnippetListItem', () => {
       )
 
       expect(screen.getByText('Customer Review')).toBeInTheDocument()
+      expect(screen.getByText('Snippet description')).toBeInTheDocument()
     })
 
-    it('should not render metadata when hovered', () => {
+    it('should not render metadata or tags', () => {
       render(
         <SnippetListItem
-          snippet={createSnippet()}
-          isHovered
+          snippet={createSnippet({
+            tags: [{ id: 'tag-1', name: 'Search', type: 'snippet', binding_count: 1 }],
+          })}
+          isHovered={false}
           onMouseEnter={vi.fn()}
           onMouseLeave={vi.fn()}
         />,
       )
 
       expect(screen.getByText('Customer Review')).toBeInTheDocument()
+      expect(screen.queryByText('Search')).not.toBeInTheDocument()
+      expect(screen.queryByText('3')).not.toBeInTheDocument()
     })
   })
 
diff --git a/web/app/components/workflow/block-selector/snippets/index.tsx b/web/app/components/workflow/block-selector/snippets/index.tsx
index eb26cea75e..908917912a 100644
--- a/web/app/components/workflow/block-selector/snippets/index.tsx
+++ b/web/app/components/workflow/block-selector/snippets/index.tsx
@@ -22,12 +22,11 @@ import {
   useState,
 } from 'react'
 import Loading from '@/app/components/base/loading'
-import CreateSnippetDialog from '@/app/components/snippets/create-snippet-dialog'
-import { useCreateSnippet } from '@/app/components/snippets/hooks/use-create-snippet'
 import { useInfiniteSnippetList } from '@/service/use-snippets'
 import SnippetDetailCard from './snippet-detail-card'
 import SnippetEmptyState from './snippet-empty-state'
 import SnippetListItem from './snippet-list-item'
+import SnippetTagsFilter from './snippet-tags-filter'
 import { useInsertSnippet } from './use-insert-snippet'
 
 type SnippetsProps = {
@@ -66,18 +65,11 @@ const Snippets = ({
   insertPayload,
   onInserted,
 }: SnippetsProps) => {
-  const {
-    createSnippetMutation,
-    handleCloseCreateSnippetDialog,
-    handleCreateSnippet,
-    handleOpenCreateSnippetDialog,
-    isCreateSnippetDialogOpen,
-    isCreatingSnippet,
-  } = useCreateSnippet()
   const { handleInsertSnippet } = useInsertSnippet()
   const deferredSearchText = useDeferredValue(searchText)
   const viewportRef = useRef<HTMLDivElement>(null)
   const [hoveredSnippetId, setHoveredSnippetId] = useState<string | null>(null)
+  const [tagIds, setTagIds] = useState<string[]>([])
 
   const keyword = deferredSearchText.trim() || undefined
 
@@ -92,6 +84,7 @@ const Snippets = ({
     page: 1,
     limit: 30,
     keyword,
+    ...(tagIds.length ? { tag_ids: tagIds } : {}),
     is_published: true,
   })
 
@@ -117,18 +110,31 @@ const Snippets = ({
     {
       target: viewportRef,
       isNoMore: () => isNoMore,
-      reloadDeps: [isNoMore, isFetchingNextPage, keyword],
+      reloadDeps: [isNoMore, isFetchingNextPage, keyword, tagIds],
     },
   )
 
-  if (loading || isLoading || (isFetching && snippets.length === 0))
-    return <LoadingSkeleton />
+  const tagsFilter = (
+    <div className="flex justify-end border-b border-divider-subtle px-2 py-2">
+      <SnippetTagsFilter value={tagIds} onChange={setTagIds} />
+    </div>
+  )
+
+  if (loading || isLoading || (isFetching && snippets.length === 0)) {
+    return (
+      <>
+        {tagsFilter}
+        <LoadingSkeleton />
+      </>
+    )
+  }
 
   return (
     <>
+      {tagsFilter}
       {!snippets.length
         ? (
-            <SnippetEmptyState onCreate={handleOpenCreateSnippetDialog} />
+            <SnippetEmptyState />
           )
         : (
             <ScrollAreaRoot className="relative max-h-120 max-w-125 overflow-hidden">
@@ -175,12 +181,6 @@ const Snippets = ({
               </ScrollAreaScrollbar>
             </ScrollAreaRoot>
           )}
-      <CreateSnippetDialog
-        isOpen={isCreateSnippetDialogOpen}
-        isSubmitting={isCreatingSnippet || createSnippetMutation.isPending}
-        onClose={handleCloseCreateSnippetDialog}
-        onConfirm={handleCreateSnippet}
-      />
     </>
   )
 }
diff --git a/web/app/components/workflow/block-selector/snippets/snippet-detail-card.tsx b/web/app/components/workflow/block-selector/snippets/snippet-detail-card.tsx
index 6df02c1791..810f0b9d19 100644
--- a/web/app/components/workflow/block-selector/snippets/snippet-detail-card.tsx
+++ b/web/app/components/workflow/block-selector/snippets/snippet-detail-card.tsx
@@ -59,13 +59,13 @@ const SnippetDetailCard: FC<SnippetDetailCardProps> = ({
   }, [workflow?.graph])
 
   return (
-    <div className="w-[224px] rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur px-3 pt-3 pb-4 shadow-lg backdrop-blur-[5px]">
+    <div className="w-56 rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur px-3 pt-3 pb-4 shadow-lg backdrop-blur-[5px]">
       <div className="flex flex-col gap-2">
         <div className="flex flex-col gap-2">
           <div className="system-md-medium text-text-primary">{name}</div>
         </div>
         {!!description && (
-          <div className="w-[200px] system-xs-regular text-text-secondary">
+          <div className="w-50 system-xs-regular text-text-secondary">
             {description}
           </div>
         )}
diff --git a/web/app/components/workflow/block-selector/snippets/snippet-empty-state.tsx b/web/app/components/workflow/block-selector/snippets/snippet-empty-state.tsx
index 9ba4c74915..df76a1ff55 100644
--- a/web/app/components/workflow/block-selector/snippets/snippet-empty-state.tsx
+++ b/web/app/components/workflow/block-selector/snippets/snippet-empty-state.tsx
@@ -1,29 +1,14 @@
-import type { FC } from 'react'
-import { Button } from '@langgenius/dify-ui/button'
 import { useTranslation } from 'react-i18next'
 
-type SnippetEmptyStateProps = {
-  onCreate: () => void
-}
-
-const SnippetEmptyState: FC<SnippetEmptyStateProps> = ({
-  onCreate,
-}) => {
+const SnippetEmptyState = () => {
   const { t } = useTranslation()
 
   return (
-    <div className="flex min-h-[480px] flex-col items-center justify-center gap-2 px-4">
+    <div className="flex min-h-120 flex-col items-center justify-center gap-2 px-4">
       <span className="i-custom-vender-line-others-search-menu h-8 w-8 text-text-tertiary" />
       <div className="system-sm-regular text-text-secondary">
         {t('tabs.noSnippetsFound', { ns: 'workflow' })}
       </div>
-      <Button
-        variant="secondary-accent"
-        size="small"
-        onClick={onCreate}
-      >
-        {t('tabs.createSnippet', { ns: 'workflow' })}
-      </Button>
     </div>
   )
 }
diff --git a/web/app/components/workflow/block-selector/snippets/snippet-list-item.tsx b/web/app/components/workflow/block-selector/snippets/snippet-list-item.tsx
index 402ca9a843..c2042c2591 100644
--- a/web/app/components/workflow/block-selector/snippets/snippet-list-item.tsx
+++ b/web/app/components/workflow/block-selector/snippets/snippet-list-item.tsx
@@ -22,15 +22,20 @@ const SnippetListItem = ({
     <div
       ref={ref}
       className={cn(
-        'flex h-8 cursor-pointer items-center rounded-lg px-3',
+        'flex cursor-pointer flex-col gap-1 rounded-xl px-3 py-2',
         isHovered && 'bg-background-default-hover',
         className,
       )}
       {...props}
     >
-      <div className="min-w-0 system-sm-medium text-text-secondary">
+      <div className="w-full truncate system-md-semibold text-text-secondary">
         {snippet.name}
       </div>
+      {!!snippet.description && (
+        <div className="line-clamp-1 w-full system-sm-regular text-text-tertiary">
+          {snippet.description}
+        </div>
+      )}
     </div>
   )
 }
diff --git a/web/app/components/workflow/block-selector/snippets/snippet-tags-filter.tsx b/web/app/components/workflow/block-selector/snippets/snippet-tags-filter.tsx
new file mode 100644
index 0000000000..70c940aadb
--- /dev/null
+++ b/web/app/components/workflow/block-selector/snippets/snippet-tags-filter.tsx
@@ -0,0 +1,120 @@
+import { Checkbox } from '@langgenius/dify-ui/checkbox'
+import { CheckboxGroup } from '@langgenius/dify-ui/checkbox-group'
+import { cn } from '@langgenius/dify-ui/cn'
+import { Input } from '@langgenius/dify-ui/input'
+import {
+  Popover,
+  PopoverContent,
+  PopoverTrigger,
+} from '@langgenius/dify-ui/popover'
+import { useQuery } from '@tanstack/react-query'
+import { useMemo, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+import Tag01Icon from '@/app/components/base/icons/src/vender/line/financeAndECommerce/Tag01'
+import { consoleQuery } from '@/service/client'
+
+type SnippetTagsFilterProps = {
+  value: string[]
+  onChange: (value: string[]) => void
+}
+
+const SnippetTagsFilter = ({
+  value,
+  onChange,
+}: SnippetTagsFilterProps) => {
+  const { t } = useTranslation()
+  const [open, setOpen] = useState(false)
+  const [searchText, setSearchText] = useState('')
+
+  const { data: tagList = [] } = useQuery(consoleQuery.tags.list.queryOptions({
+    input: {
+      query: {
+        type: 'snippet',
+      },
+    },
+  }))
+
+  const tagById = useMemo(() => new Map(tagList.map(tag => [tag.id, tag])), [tagList])
+  const filteredTags = useMemo(() => {
+    const normalizedSearch = searchText.trim().toLowerCase()
+    if (!normalizedSearch)
+      return tagList
+
+    return tagList.filter(tag => tag.name.toLowerCase().includes(normalizedSearch))
+  }, [searchText, tagList])
+
+  const selectedTags = value.flatMap((tagId) => {
+    const tag = tagById.get(tagId)
+    return tag ? [tag] : []
+  })
+  const triggerLabel = selectedTags.length
+    ? selectedTags.map(tag => tag.name).join(', ')
+    : t('tag.placeholder', { ns: 'common' })
+
+  return (
+    <Popover open={open} onOpenChange={setOpen}>
+      <PopoverTrigger
+        render={(
+          <button
+            type="button"
+            aria-label={triggerLabel}
+            className={cn(
+              'relative flex h-8 min-w-8 cursor-pointer items-center justify-center rounded-lg border-[0.5px] border-components-panel-border bg-components-input-bg-normal px-2 text-text-tertiary hover:bg-components-input-bg-hover',
+              open && 'border-components-input-border-active bg-components-input-bg-active text-text-secondary',
+              value.length > 0 && 'text-text-secondary',
+            )}
+          >
+            <Tag01Icon className="size-4" aria-hidden="true" />
+            {value.length > 0 && (
+              <span className="ml-1 system-xs-medium text-text-secondary">
+                {value.length}
+              </span>
+            )}
+          </button>
+        )}
+      />
+      <PopoverContent
+        placement="bottom-end"
+        sideOffset={6}
+        popupClassName="w-[240px] rounded-xl border-[0.5px] border-components-panel-border bg-components-panel-bg-blur p-0 shadow-lg backdrop-blur-xs"
+      >
+        <div className="p-2 pb-1">
+          <div className="relative">
+            <span className="absolute top-1/2 left-2 i-ri-search-line size-4 -translate-y-1/2 text-components-input-text-placeholder" aria-hidden="true" />
+            <Input
+              className="pl-6.5"
+              value={searchText}
+              onChange={event => setSearchText(event.target.value)}
+              placeholder={t('searchTags', { ns: 'pluginTags' }) || ''}
+            />
+          </div>
+        </div>
+        <CheckboxGroup
+          aria-label={t('allTags', { ns: 'pluginTags' })}
+          value={value}
+          onValueChange={onChange}
+          className="max-h-112 overflow-y-auto p-1"
+        >
+          {filteredTags.map(tag => (
+            <label
+              key={tag.id}
+              className="flex h-7 cursor-pointer items-center rounded-lg px-2 py-1.5 select-none hover:bg-state-base-hover"
+            >
+              <Checkbox className="mr-1" value={tag.id} />
+              <div className="px-1 system-sm-medium text-text-secondary">
+                {tag.name}
+              </div>
+            </label>
+          ))}
+          {!filteredTags.length && (
+            <div className="px-3 py-2 system-xs-regular text-text-tertiary">
+              {t('tag.noTag', { ns: 'common' })}
+            </div>
+          )}
+        </CheckboxGroup>
+      </PopoverContent>
+    </Popover>
+  )
+}
+
+export default SnippetTagsFilter