diff --git a/src/workbench/extensions/manager/composables/nodePack/useWorkflowPacks.ts b/src/workbench/extensions/manager/composables/nodePack/useWorkflowPacks.ts
index b7ff5b38d..b83508ddd 100644
--- a/src/workbench/extensions/manager/composables/nodePack/useWorkflowPacks.ts
+++ b/src/workbench/extensions/manager/composables/nodePack/useWorkflowPacks.ts
@@ -114,7 +114,10 @@ export const useWorkflowPacks = (options: UseNodePacksOptions = {}) => {
   const getWorkflowPacks = async () => {
     if (!app.graph) return []
     const allNodes = collectAllNodes(app.graph)
-    if (!allNodes.length) return []
+    if (!allNodes.length) {
+      workflowPacks.value = []
+      return []
+    }
     const packs = await Promise.all(allNodes.map(workflowNodeToPack))
     workflowPacks.value = packs.filter((pack) => pack !== undefined)
   }
diff --git a/tests-ui/tests/composables/useMissingNodes.test.ts b/tests-ui/tests/composables/useMissingNodes.test.ts
index 9dbfa8a56..41bd098bb 100644
--- a/tests-ui/tests/composables/useMissingNodes.test.ts
+++ b/tests-ui/tests/composables/useMissingNodes.test.ts
@@ -277,6 +277,32 @@ describe('useMissingNodes', () => {
       // Should update missing packs (2 missing since pack-3 is installed)
       expect(missingNodePacks.value).toHaveLength(2)
     })
+
+    it('clears missing nodes when switching to empty workflow', async () => {
+      const workflowPacksRef = ref(mockWorkflowPacks)
+      mockUseWorkflowPacks.mockReturnValue({
+        workflowPacks: workflowPacksRef,
+        isLoading: ref(false),
+        error: ref(null),
+        startFetchWorkflowPacks: mockStartFetchWorkflowPacks,
+        isReady: ref(true),
+        filterWorkflowPack: vi.fn()
+      })
+
+      const { hasMissingNodes, missingNodePacks } = useMissingNodes()
+
+      // Should have missing nodes initially (2 missing since pack-3 is installed)
+      expect(missingNodePacks.value).toHaveLength(2)
+      expect(hasMissingNodes.value).toBe(true)
+
+      // Switch to empty workflow (simulates creating a new empty workflow)
+      workflowPacksRef.value = []
+      await nextTick()
+
+      // Should clear missing nodes
+      expect(missingNodePacks.value).toHaveLength(0)
+      expect(hasMissingNodes.value).toBe(false)
+    })
   })
 
   describe('missing core nodes detection', () => {