diff --git a/web/app/components/workflow/__tests__/workflow-edge-events.spec.tsx b/web/app/components/workflow/__tests__/workflow-edge-events.spec.tsx
index b741b7619683ac..896bd279c5296f 100644
--- a/web/app/components/workflow/__tests__/workflow-edge-events.spec.tsx
+++ b/web/app/components/workflow/__tests__/workflow-edge-events.spec.tsx
@@ -150,6 +150,7 @@ vi.mock('@/next/navigation', () => ({
   useRouter: () => ({
     push: vi.fn(),
   }),
+  useSearchParams: () => new URLSearchParams(),
 }))
 
 vi.mock('@/context/event-emitter', () => ({
@@ -417,6 +418,10 @@ vi.mock('../hooks/use-workflow-search', () => ({
   useWorkflowSearch: workflowHookMocks.useWorkflowSearch,
 }))
 
+vi.mock('../hooks/use-locate-node', () => ({
+  useLocateNode: vi.fn(),
+}))
+
 vi.mock('../nodes/_base/components/variable/use-match-schema-type', () => ({
   default: () => ({
     schemaTypeDefinitions: undefined,
diff --git a/web/app/components/workflow/hooks/__tests__/use-locate-node.spec.tsx b/web/app/components/workflow/hooks/__tests__/use-locate-node.spec.tsx
new file mode 100644
index 00000000000000..b78cec39b10d19
--- /dev/null
+++ b/web/app/components/workflow/hooks/__tests__/use-locate-node.spec.tsx
@@ -0,0 +1,178 @@
+import type { CommonNodeType, Node } from '../../types'
+import { renderHook } from '@testing-library/react'
+import { useLocateNode } from '../use-locate-node'
+
+const mockHandleNodeSelect = vi.hoisted(() => vi.fn())
+const mockScrollToWorkflowNode = vi.hoisted(() => vi.fn())
+const mockSearchParams = vi.hoisted(() => new URLSearchParams())
+const mockToastSuccess = vi.hoisted(() => vi.fn())
+const mockToastError = vi.hoisted(() => vi.fn())
+
+vi.mock('@/next/navigation', () => ({
+  useSearchParams: () => mockSearchParams,
+}))
+
+vi.mock('@langgenius/dify-ui/toast', () => ({
+  toast: Object.assign(vi.fn(), {
+    success: mockToastSuccess,
+    error: mockToastError,
+    warning: vi.fn(),
+    info: vi.fn(),
+    dismiss: vi.fn(),
+    update: vi.fn(),
+    promise: vi.fn(),
+  }),
+}))
+
+vi.mock('react-i18next', () => ({
+  useTranslation: () => ({
+    t: (key: string, options?: Record<string, unknown>) => {
+      if (options?.nodeId)
+        return `${key}:${options.nodeId}`
+      if (options?.title)
+        return `${key}:${options.title}`
+      return key
+    },
+  }),
+}))
+
+vi.mock('../use-nodes-interactions', () => ({
+  useNodesInteractions: () => ({
+    handleNodeSelect: mockHandleNodeSelect,
+  }),
+}))
+
+vi.mock('../../utils/node-navigation', () => ({
+  scrollToWorkflowNode: (nodeId: string) => mockScrollToWorkflowNode(nodeId),
+}))
+
+const createNode = (overrides: Partial<Node> = {}): Node => ({
+  id: 'node-1',
+  type: 'custom',
+  position: { x: 0, y: 0 },
+  data: {
+    type: 'llm',
+    title: 'Writer',
+    desc: 'Draft content',
+  } as CommonNodeType,
+  ...overrides,
+})
+
+describe('useLocateNode', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    vi.useFakeTimers()
+    mockSearchParams.delete('node_id')
+  })
+
+  afterEach(() => {
+    vi.useRealTimers()
+  })
+
+  it('does nothing when node_id param is absent', () => {
+    const nodes = [createNode({ id: 'n1' })]
+    renderHook(() => useLocateNode(nodes))
+
+    expect(mockHandleNodeSelect).not.toHaveBeenCalled()
+    expect(mockToastSuccess).not.toHaveBeenCalled()
+    expect(mockToastError).not.toHaveBeenCalled()
+  })
+
+  it('does nothing when nodes are empty', () => {
+    mockSearchParams.set('node_id', 'n1')
+    renderHook(() => useLocateNode([]))
+
+    expect(mockHandleNodeSelect).not.toHaveBeenCalled()
+    expect(mockToastError).not.toHaveBeenCalled()
+  })
+
+  it('selects, scrolls to, and shows success toast when node is found', () => {
+    mockSearchParams.set('node_id', 'target-node')
+    const nodes = [createNode({ id: 'target-node', data: { title: 'My Node' } as CommonNodeType })]
+
+    renderHook(() => useLocateNode(nodes))
+
+    expect(mockHandleNodeSelect).toHaveBeenCalledWith('target-node')
+    expect(mockToastSuccess).toHaveBeenCalledWith(
+      'panel.locateNodeSuccess:My Node',
+    )
+
+    // Scroll happens after a 200ms delay
+    expect(mockScrollToWorkflowNode).not.toHaveBeenCalled()
+    vi.advanceTimersByTime(200)
+    expect(mockScrollToWorkflowNode).toHaveBeenCalledWith('target-node')
+  })
+
+  it('shows error toast after debounce when node is not found', () => {
+    mockSearchParams.set('node_id', 'missing-node')
+    const nodes = [createNode({ id: 'other-node' })]
+
+    renderHook(() => useLocateNode(nodes))
+
+    // Not immediately reported
+    expect(mockToastError).not.toHaveBeenCalled()
+
+    // After 500ms debounce, reports not found
+    vi.advanceTimersByTime(500)
+    expect(mockToastError).toHaveBeenCalledWith(
+      'panel.locateNodeNotFound:missing-node',
+    )
+  })
+
+  it('does not report not-found prematurely when nodes are still loading', () => {
+    mockSearchParams.set('node_id', 'target-node')
+    const initialNodes = [createNode({ id: 'other-node' })]
+
+    const { rerender } = renderHook(
+      ({ nodes }) => useLocateNode(nodes),
+      { initialProps: { nodes: initialNodes } },
+    )
+
+    // Before debounce fires, more nodes arrive including the target
+    vi.advanceTimersByTime(300)
+    rerender({
+      nodes: [
+        createNode({ id: 'other-node' }),
+        createNode({ id: 'target-node', data: { title: 'Found!' } as CommonNodeType }),
+      ],
+    })
+
+    // Should have located the node, not reported error
+    expect(mockToastError).not.toHaveBeenCalled()
+    expect(mockHandleNodeSelect).toHaveBeenCalledWith('target-node')
+    expect(mockToastSuccess).toHaveBeenCalledWith('panel.locateNodeSuccess:Found!')
+  })
+
+  it('locates only once even if nodes update afterwards', () => {
+    mockSearchParams.set('node_id', 'target-node')
+    const nodes1 = [createNode({ id: 'target-node' })]
+
+    const { rerender } = renderHook(
+      ({ nodes }) => useLocateNode(nodes),
+      { initialProps: { nodes: nodes1 } },
+    )
+
+    expect(mockHandleNodeSelect).toHaveBeenCalledTimes(1)
+
+    // Simulate a nodes update after locate has already happened
+    rerender({
+      nodes: [createNode({ id: 'target-node' }), createNode({ id: 'extra' })],
+    })
+
+    expect(mockHandleNodeSelect).toHaveBeenCalledTimes(1)
+    expect(mockToastSuccess).toHaveBeenCalledTimes(1)
+  })
+
+  it('clears scroll timeout on unmount', () => {
+    mockSearchParams.set('node_id', 'target-node')
+    const nodes = [createNode({ id: 'target-node' })]
+
+    const { unmount } = renderHook(() => useLocateNode(nodes))
+
+    // Unmount before the 200ms scroll timer fires
+    unmount()
+
+    vi.advanceTimersByTime(500)
+    expect(mockScrollToWorkflowNode).not.toHaveBeenCalled()
+  })
+})
diff --git a/web/app/components/workflow/hooks/__tests__/use-workflow-search.spec.tsx b/web/app/components/workflow/hooks/__tests__/use-workflow-search.spec.tsx
index 4e9f4c9b45ddd2..271373bd9ee419 100644
--- a/web/app/components/workflow/hooks/__tests__/use-workflow-search.spec.tsx
+++ b/web/app/components/workflow/hooks/__tests__/use-workflow-search.spec.tsx
@@ -93,13 +93,68 @@ describe('useWorkflowSearch', () => {
 
     const toolResults = await workflowNodesAction.search('', 'search')
     expect(toolResults.map(item => item.id)).toEqual(['tool-1'])
-    expect(toolResults[0]?.description).toBe('Search the web')
+    // description now includes nodeId suffix: "desc · nodeId"
+    expect(toolResults[0]?.description).toBe('Search the web · tool-1')
 
     unmount()
 
     expect(workflowNodesAction.searchFn).toBeUndefined()
   })
 
+  it('matches by node_id with highest priority scoring', async () => {
+    runtimeNodes.push(
+      createNode({
+        id: '1721234567890',
+        data: {
+          type: BlockEnum.LLM,
+          title: 'Writer',
+          desc: 'Draft content',
+        } as CommonNodeType,
+      }),
+      createNode({
+        id: 'other-node',
+        data: {
+          type: BlockEnum.LLM,
+          title: '1721234567890', // title also matches the searchTerm
+          desc: '',
+        } as CommonNodeType,
+      }),
+    )
+
+    const { unmount } = renderHook(() => useWorkflowSearch())
+
+    // Exact nodeId match (120pts) should rank higher than title exact match (100pts)
+    const results = await workflowNodesAction.search('', '1721234567890')
+    expect(results.map(item => item.id)).toEqual(['1721234567890', 'other-node'])
+
+    unmount()
+  })
+
+  it('matches by partial node_id', async () => {
+    runtimeNodes.push(
+      createNode({
+        id: '1721234567890',
+        data: {
+          type: BlockEnum.LLM,
+          title: 'Writer',
+          desc: 'Draft content',
+        } as CommonNodeType,
+      }),
+    )
+
+    const { unmount } = renderHook(() => useWorkflowSearch())
+
+    // Prefix match
+    const prefixResults = await workflowNodesAction.search('', '172123')
+    expect(prefixResults.map(item => item.id)).toEqual(['1721234567890'])
+
+    // Partial match
+    const partialResults = await workflowNodesAction.search('', '456')
+    expect(partialResults.map(item => item.id)).toEqual(['1721234567890'])
+
+    unmount()
+  })
+
   it('binds the node selection listener to handleNodeSelect', () => {
     const { unmount } = renderHook(() => useWorkflowSearch())
 
diff --git a/web/app/components/workflow/hooks/use-locate-node.ts b/web/app/components/workflow/hooks/use-locate-node.ts
new file mode 100644
index 00000000000000..147b4ca8f013d6
--- /dev/null
+++ b/web/app/components/workflow/hooks/use-locate-node.ts
@@ -0,0 +1,81 @@
+'use client'
+
+import type { Node } from '../types'
+import { toast } from '@langgenius/dify-ui/toast'
+import { useEffect, useRef } from 'react'
+import { useTranslation } from 'react-i18next'
+import { useSearchParams } from '@/next/navigation'
+import { scrollToWorkflowNode } from '../utils/node-navigation'
+import { useNodesInteractions } from './use-nodes-interactions'
+
+/**
+ * Hook to locate a node by ID from URL query parameter `node_id`.
+ *
+ * Usage scenario: operators find a failing node ID from server logs,
+ * construct a URL like `/workflow?node_id=xxx`, and the editor will
+ * automatically select and scroll to that node on load.
+ *
+ * The hook reads `node_id` from the URL search params, waits for nodes
+ * to be available, then selects and scrolls to the target node.
+ * A toast message is shown to indicate success or failure.
+ */
+export const useLocateNode = (nodes: Node[]) => {
+  const { t } = useTranslation()
+  const searchParams = useSearchParams()
+  const nodeIdFromUrl = searchParams.get('node_id')
+  const { handleNodeSelect } = useNodesInteractions()
+  const hasLocateRef = useRef(false)
+
+  useEffect(() => {
+    if (!nodeIdFromUrl || hasLocateRef.current)
+      return
+
+    // Wait for nodes to be loaded
+    if (!nodes.length)
+      return
+
+    const targetNode = nodes.find(n => n.id === nodeIdFromUrl)
+
+    if (!targetNode) {
+      // Don't mark as located yet — nodes may still be loading asynchronously.
+      // Retry on the next nodes update before reporting "not found".
+      return
+    }
+
+    // Select the node (opens its panel) and scroll to it
+    handleNodeSelect(nodeIdFromUrl)
+
+    // Delay scroll to ensure node selection state has been applied
+    const scrollTimer = setTimeout(() => {
+      scrollToWorkflowNode(nodeIdFromUrl)
+    }, 200)
+
+    toast.success(t('panel.locateNodeSuccess', { ns: 'workflow', title: targetNode.data?.title || nodeIdFromUrl }))
+    hasLocateRef.current = true
+
+    return () => clearTimeout(scrollTimer)
+  }, [nodeIdFromUrl, nodes, handleNodeSelect, t])
+
+  // Report "not found" after nodes have settled (no longer changing)
+  useEffect(() => {
+    if (!nodeIdFromUrl || hasLocateRef.current || !nodes.length)
+      return
+
+    const targetNode = nodes.find(n => n.id === nodeIdFromUrl)
+    if (targetNode)
+      return
+
+    // Debounce: wait to see if nodes continue loading before reporting not found
+    const notFoundTimer = setTimeout(() => {
+      if (hasLocateRef.current)
+        return
+      const stillMissing = !nodes.find(n => n.id === nodeIdFromUrl)
+      if (stillMissing) {
+        toast.error(t('panel.locateNodeNotFound', { ns: 'workflow', nodeId: nodeIdFromUrl }))
+        hasLocateRef.current = true
+      }
+    }, 500)
+
+    return () => clearTimeout(notFoundTimer)
+  }, [nodeIdFromUrl, nodes, t])
+}
diff --git a/web/app/components/workflow/hooks/use-workflow-search.tsx b/web/app/components/workflow/hooks/use-workflow-search.tsx
index 8ca597f94eb117..4576be72d87859 100644
--- a/web/app/components/workflow/hooks/use-workflow-search.tsx
+++ b/web/app/components/workflow/hooks/use-workflow-search.tsx
@@ -79,6 +79,7 @@ export const useWorkflowSearch = () => {
 
       return {
         id: node.id,
+        nodeId: node.id,
         title: nodeData?.title || nodeData?.type || 'Untitled',
         type: nodeData?.type || '',
         desc: nodeData?.desc || '',
@@ -92,6 +93,7 @@ export const useWorkflowSearch = () => {
 
   // Calculate search score - clean scoring logic
   const calculateScore = useCallback((node: {
+    nodeId: string
     title: string
     type: string
     desc: string
@@ -103,12 +105,21 @@ export const useWorkflowSearch = () => {
     const titleMatch = node.title.toLowerCase()
     const typeMatch = node.type.toLowerCase()
     const descMatch = node.desc?.toLowerCase() || ''
+    const nodeIdMatch = node.nodeId?.toLowerCase() || ''
     const modelProviderMatch = node.modelInfo?.provider?.toLowerCase() || ''
     const modelNameMatch = node.modelInfo?.name?.toLowerCase() || ''
     const modelModeMatch = node.modelInfo?.mode?.toLowerCase() || ''
 
     let score = 0
 
+    // Node ID matching (exact > partial — useful for locating nodes from server logs)
+    if (nodeIdMatch === searchTerm)
+      score += 120
+    else if (nodeIdMatch.startsWith(searchTerm))
+      score += 90
+    else if (nodeIdMatch.includes(searchTerm))
+      score += 40
+
     // Title matching (exact prefix > partial match)
     if (titleMatch.startsWith(searchTerm))
       score += 100
@@ -151,7 +162,8 @@ export const useWorkflowSearch = () => {
           ? {
               id: node.id,
               title: node.title,
-              description: node.desc || node.type,
+              description: [node.desc || node.type, node.nodeId].filter(Boolean).join(' · '),
+              nodeId: node.nodeId,
               type: 'workflow-node' as const,
               path: `#${node.id}`,
               icon: (
diff --git a/web/app/components/workflow/index.tsx b/web/app/components/workflow/index.tsx
index a0eed15fe6e18f..5491ec3b091273 100644
--- a/web/app/components/workflow/index.tsx
+++ b/web/app/components/workflow/index.tsx
@@ -93,6 +93,7 @@ import {
   useWorkflowRefreshDraft,
 } from './hooks'
 import { HooksStoreContextProvider, useHooksStore } from './hooks-store'
+import { useLocateNode } from './hooks/use-locate-node'
 import { useWorkflowComment } from './hooks/use-workflow-comment'
 import { useWorkflowSearch } from './hooks/use-workflow-search'
 import CustomNode from './nodes'
@@ -564,6 +565,9 @@ export const Workflow: FC<WorkflowProps> = memo(({
   // Initialize workflow node search functionality
   useWorkflowSearch()
 
+  // Locate a node by ID from URL query parameter `node_id`
+  useLocateNode(nodes)
+
   // Set up scroll to node event listener using the utility function
   useEffect(() => {
     return setupScrollToNodeListener(nodes, reactflow)
diff --git a/web/i18n/en-US/workflow.json b/web/i18n/en-US/workflow.json
index e511d29b8544ff..fb27e6223b08db 100644
--- a/web/i18n/en-US/workflow.json
+++ b/web/i18n/en-US/workflow.json
@@ -1193,6 +1193,8 @@
   "panel.goTo": "Go to",
   "panel.goToFix": "Go to fix",
   "panel.helpLink": "View Docs",
+  "panel.locateNodeNotFound": "Node not found: {{nodeId}}",
+  "panel.locateNodeSuccess": "Located node: {{title}}",
   "panel.nextStep": "Next Step",
   "panel.openWorkflow": "Open Workflow",
   "panel.optional": "(optional)",
diff --git a/web/i18n/zh-Hans/workflow.json b/web/i18n/zh-Hans/workflow.json
index 0135c42722dadf..cb9847d7488444 100644
--- a/web/i18n/zh-Hans/workflow.json
+++ b/web/i18n/zh-Hans/workflow.json
@@ -1193,6 +1193,8 @@
   "panel.goTo": "转到",
   "panel.goToFix": "前往修复",
   "panel.helpLink": "查看帮助文档",
+  "panel.locateNodeNotFound": "未找到节点：{{nodeId}}",
+  "panel.locateNodeSuccess": "已定位到节点：{{title}}",
   "panel.nextStep": "下一步",
   "panel.openWorkflow": "打开工作流",
   "panel.optional": "（选填）",