diff --git a/api/services/feature_service.py b/api/services/feature_service.py
index 754413cee36..45812eebfe7 100644
--- a/api/services/feature_service.py
+++ b/api/services/feature_service.py
@@ -180,9 +180,13 @@ class FeatureService:
         system_features.enable_learn_app = dify_config.ENABLE_LEARN_APP
         system_features.webapp_auth.allow_public_access = dify_config.WEBAPP_PUBLIC_ACCESS_ENABLED
         system_features.enable_step_by_step_tour = dify_config.ENABLE_STEP_BY_STEP_TOUR
-        system_features.knowledge_fs_enabled = dify_config.KNOWLEDGE_FS_ENABLED
-        system_features.knowledge_fs_upload_enabled = bool(
+        knowledge_fs_enabled = bool(
             dify_config.KNOWLEDGE_FS_ENABLED
+            and dify_config.DEPLOYMENT_EDITION in {DeploymentEdition.CLOUD, DeploymentEdition.ENTERPRISE}
+        )
+        system_features.knowledge_fs_enabled = knowledge_fs_enabled
+        system_features.knowledge_fs_upload_enabled = bool(
+            knowledge_fs_enabled
             and dify_config.KNOWLEDGE_FS_BASE_URL
             and dify_config.KNOWLEDGE_FS_CAPABILITY_V2_ENABLED
             and dify_config.KNOWLEDGE_FS_CAPABILITY_V2_SIGNING_KID
diff --git a/api/tests/unit_tests/services/test_feature_service_knowledge_fs.py b/api/tests/unit_tests/services/test_feature_service_knowledge_fs.py
index e76acf06183..3ec4acad483 100644
--- a/api/tests/unit_tests/services/test_feature_service_knowledge_fs.py
+++ b/api/tests/unit_tests/services/test_feature_service_knowledge_fs.py
@@ -31,6 +31,11 @@ def test_get_system_features_reads_knowledge_fs_availability(
     signing_ready: bool,
     upload_enabled: bool,
 ) -> None:
+    monkeypatch.setattr(
+        feature_service_module.dify_config,
+        "DEPLOYMENT_EDITION",
+        DeploymentEdition.CLOUD,
+    )
     monkeypatch.setattr(feature_service_module.dify_config, "KNOWLEDGE_FS_ENABLED", enabled)
     monkeypatch.setattr(feature_service_module.dify_config, "KNOWLEDGE_FS_BASE_URL", base_url)
     monkeypatch.setattr(
@@ -48,10 +53,31 @@ def test_get_system_features_reads_knowledge_fs_availability(
         "KNOWLEDGE_FS_CAPABILITY_V2_PRIVATE_KEY_PEM",
         object() if signing_ready else None,
     )
-
     result = FeatureService.get_system_features()
 
     assert result.knowledge_fs_enabled is enabled
     assert result.knowledge_fs_upload_enabled is upload_enabled
     assert result.model_dump()["knowledge_fs_enabled"] is enabled
     assert result.model_dump()["knowledge_fs_upload_enabled"] is upload_enabled
+
+
+@pytest.mark.parametrize(
+    ("edition", "expected"),
+    [(DeploymentEdition.ENTERPRISE, True), (DeploymentEdition.COMMUNITY, False)],
+)
+def test_get_system_features_controls_knowledge_fs_by_edition(
+    monkeypatch: pytest.MonkeyPatch,
+    edition: DeploymentEdition,
+    expected: bool,
+) -> None:
+    monkeypatch.setattr(
+        feature_service_module.dify_config,
+        "DEPLOYMENT_EDITION",
+        edition,
+    )
+    monkeypatch.setattr(feature_service_module.dify_config, "KNOWLEDGE_FS_ENABLED", True)
+    monkeypatch.setattr(FeatureService, "_fulfill_params_from_enterprise", lambda _: None)
+
+    result = FeatureService.get_system_features()
+
+    assert result.knowledge_fs_enabled is expected
diff --git a/web/app/components/rag-pipeline/hooks/__tests__/use-available-nodes-meta-data.spec.ts b/web/app/components/rag-pipeline/hooks/__tests__/use-available-nodes-meta-data.spec.ts
index 66fd1b67acd..731f9322ba4 100644
--- a/web/app/components/rag-pipeline/hooks/__tests__/use-available-nodes-meta-data.spec.ts
+++ b/web/app/components/rag-pipeline/hooks/__tests__/use-available-nodes-meta-data.spec.ts
@@ -4,6 +4,15 @@ import { BlockEnum } from '@/app/components/workflow/types'
 import { useAvailableNodesMetaData } from '../use-available-nodes-meta-data'
 
 const mockIsAgentV2Enabled = vi.hoisted(() => vi.fn(() => true))
+const mockKnowledgeFsEnabled = vi.hoisted(() => vi.fn(() => true))
+
+vi.mock('jotai', () => ({
+  useAtomValue: () => mockKnowledgeFsEnabled(),
+}))
+
+vi.mock('@/features/system-features/state', () => ({
+  knowledgeFsEnabledAtom: {},
+}))
 
 vi.mock('@/context/i18n', () => ({
   useDocLink: () => (path?: string) => `https://docs.dify.ai${path || ''}`,
@@ -35,6 +44,10 @@ vi.mock('@/app/components/workflow/constants/node', () => ({
       metaData: { type: BlockEnum.AgentV2 },
       defaultValue: { title: 'Agent' },
     },
+    {
+      metaData: { type: BlockEnum.KnowledgeRetrievalV2 },
+      defaultValue: { title: 'Knowledge Retrieval V2' },
+    },
   ],
 }))
 
@@ -63,6 +76,7 @@ describe('useAvailableNodesMetaData', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     mockIsAgentV2Enabled.mockReturnValue(true)
+    mockKnowledgeFsEnabled.mockReturnValue(true)
   })
 
   it('should return nodes and nodesMap', () => {
@@ -146,6 +160,7 @@ describe('useAvailableNodesMetaData', () => {
 
     expect(nodeTypes).toContain(BlockEnum.LLM)
     expect(nodeTypes).toContain(BlockEnum.HttpRequest)
+    expect(nodeTypes).toContain(BlockEnum.KnowledgeRetrievalV2)
     expect(nodeTypes).not.toContain(BlockEnum.HumanInput)
   })
 
@@ -170,4 +185,14 @@ describe('useAvailableNodesMetaData', () => {
     expect(result.current.nodesMap[BlockEnum.Agent]).toBeDefined()
     expect(result.current.nodesMap[BlockEnum.AgentV2]).toBeUndefined()
   })
+
+  it('should hide Knowledge Retrieval V2 when KnowledgeFS is unavailable', () => {
+    mockKnowledgeFsEnabled.mockReturnValue(false)
+
+    const { result } = renderHook(() => useAvailableNodesMetaData())
+    const nodeTypes = result.current.nodes.map((node) => node.metaData.type)
+
+    expect(nodeTypes).not.toContain(BlockEnum.KnowledgeRetrievalV2)
+    expect(result.current.nodesMap[BlockEnum.KnowledgeRetrievalV2]).toBeUndefined()
+  })
 })
diff --git a/web/app/components/rag-pipeline/hooks/use-available-nodes-meta-data.ts b/web/app/components/rag-pipeline/hooks/use-available-nodes-meta-data.ts
index 6cd8e7de290..4bc7bcd9d9f 100644
--- a/web/app/components/rag-pipeline/hooks/use-available-nodes-meta-data.ts
+++ b/web/app/components/rag-pipeline/hooks/use-available-nodes-meta-data.ts
@@ -1,5 +1,6 @@
 import type { AvailableNodesMetaData } from '@/app/components/workflow/hooks-store/store'
 import type { I18nKeysWithPrefix } from '@/types/i18n'
+import { useAtomValue } from 'jotai'
 import { useMemo } from 'react'
 import { useTranslation } from 'react-i18next'
 import { WORKFLOW_COMMON_NODES } from '@/app/components/workflow/constants/node'
@@ -9,17 +10,20 @@ import knowledgeBaseDefault from '@/app/components/workflow/nodes/knowledge-base
 import { BlockEnum } from '@/app/components/workflow/types'
 import { useDocLink } from '@/context/i18n'
 import { isAgentV2Enabled } from '@/features/agent-v2/feature-flag'
+import { knowledgeFsEnabledAtom } from '@/features/system-features/state'
 
 export const useAvailableNodesMetaData = () => {
   const { t } = useTranslation()
   const docLink = useDocLink()
   const agentV2Enabled = isAgentV2Enabled()
+  const knowledgeFsEnabled = useAtomValue(knowledgeFsEnabledAtom)
 
   const mergedNodesMetaData = useMemo(
     () => [
       ...WORKFLOW_COMMON_NODES.filter(
         (node) =>
           node.metaData.type !== BlockEnum.HumanInput &&
+          (knowledgeFsEnabled || node.metaData.type !== BlockEnum.KnowledgeRetrievalV2) &&
           (agentV2Enabled
             ? node.metaData.type !== BlockEnum.Agent
             : node.metaData.type !== BlockEnum.AgentV2),
@@ -34,7 +38,7 @@ export const useAvailableNodesMetaData = () => {
       knowledgeBaseDefault,
       dataSourceEmptyDefault,
     ],
-    [agentV2Enabled],
+    [agentV2Enabled, knowledgeFsEnabled],
   )
 
   const helpLinkUri = useMemo(