diff --git a/docs/changelog/index.md b/docs/changelog/index.md
index 7fd41174..4e956996 100644
--- a/docs/changelog/index.md
+++ b/docs/changelog/index.md
@@ -14,6 +14,7 @@ sidebar: false
 - 控制台接入中英双语（next-intl，无 URL 语言前缀）：默认中文，可在顶栏或「外观设置」切换；选择写入 cookie 后刷新生效。
 
 ### 🛠 修复
+- 修复 Cloudflare 指向分组引用的节点已被删除时，分组列表/详情接口整体返回「Cloudflare 资源不存在」的问题；现会跳过缺失节点并继续返回其余分组。
 - 修复静态导出部署下访问 Cloudflare 指向分组详情（`/cloudflare/groups/{id}`，id 不为 1）会跳回首页并触发 React hydration 报错的问题。
 - 修复在网站列表中删除已加入 Cloudflare 指向分组的域名后，访问 Cloudflare 指向分组详情报错「Cloudflare 资源不存在」的问题。
 - 修复自定义 Webhook 推送在企业微信/钉钉返回 HTTP 200 但 `errcode` 非零时仍记为成功的问题；任务日志会记录上游响应体。
diff --git a/internal/apps/openflare/cloudflare/logics.go b/internal/apps/openflare/cloudflare/logics.go
index 8d14935a..d6b2dbf9 100644
--- a/internal/apps/openflare/cloudflare/logics.go
+++ b/internal/apps/openflare/cloudflare/logics.go
@@ -255,11 +255,11 @@ func validEdgeNode(ctx context.Context, id uint, requireIPv4 bool) (*model.OpenF
 }
 
 func buildGroupItem(ctx context.Context, group *model.CFPointingGroup) (*GroupItem, error) {
-	primary, err := repository.GetOpenFlareNodeByID(ctx, group.PrimaryNodeID)
+	primary, err := lookupGroupNode(ctx, group.ID, group.PrimaryNodeID)
 	if err != nil {
 		return nil, err
 	}
-	active, err := repository.GetOpenFlareNodeByID(ctx, group.ActiveNodeID)
+	active, err := lookupGroupNode(ctx, group.ID, group.ActiveNodeID)
 	if err != nil {
 		return nil, err
 	}
@@ -267,18 +267,34 @@ func buildGroupItem(ctx context.Context, group *model.CFPointingGroup) (*GroupIt
 	if err != nil {
 		return nil, err
 	}
-	item := &GroupItem{ID: group.ID, Name: group.Name, PrimaryNode: nodeOption(primary), ActiveNode: nodeOption(active), DefaultProxied: group.DefaultProxied, Enabled: group.Enabled, MemberCount: count, CreatedAt: group.CreatedAt, UpdatedAt: group.UpdatedAt}
+	item := &GroupItem{ID: group.ID, Name: group.Name, PrimaryNode: nodeOptionForID(group.PrimaryNodeID, primary), ActiveNode: nodeOptionForID(group.ActiveNodeID, active), DefaultProxied: group.DefaultProxied, Enabled: group.Enabled, MemberCount: count, CreatedAt: group.CreatedAt, UpdatedAt: group.UpdatedAt}
 	if group.BackupNodeID != nil {
-		backup, backupErr := repository.GetOpenFlareNodeByID(ctx, *group.BackupNodeID)
+		backup, backupErr := lookupGroupNode(ctx, group.ID, *group.BackupNodeID)
 		if backupErr != nil {
 			return nil, backupErr
 		}
-		option := nodeOption(backup)
+		option := nodeOptionForID(*group.BackupNodeID, backup)
 		item.BackupNode = &option
 	}
 	return item, nil
 }
 
+func lookupGroupNode(ctx context.Context, groupID, nodeID uint) (*model.OpenFlareNode, error) {
+	node, err := repository.GetOpenFlareNodeByID(ctx, nodeID)
+	if errors.Is(err, gorm.ErrRecordNotFound) {
+		logger.WarnF(ctx, "[Cloudflare] pointing group references missing node: group_id=%d node_id=%d", groupID, nodeID)
+		return nil, nil
+	}
+	return node, err
+}
+
+func nodeOptionForID(id uint, node *model.OpenFlareNode) NodeOption {
+	if node == nil {
+		return NodeOption{ID: id}
+	}
+	return nodeOption(node)
+}
+
 func nodeOption(node *model.OpenFlareNode) NodeOption {
 	return NodeOption{ID: node.ID, Name: node.Name, IP: node.IP}
 }
diff --git a/internal/apps/openflare/cloudflare/routers_test.go b/internal/apps/openflare/cloudflare/routers_test.go
index d945de53..f6adc344 100644
--- a/internal/apps/openflare/cloudflare/routers_test.go
+++ b/internal/apps/openflare/cloudflare/routers_test.go
@@ -4,12 +4,14 @@
 package cloudflare
 
 import (
+	"fmt"
 	"net/http"
 	"net/http/httptest"
 	"strings"
 	"testing"
 
 	db "github.com/Rain-kl/Wavelet/internal/infra/persistence"
+	"github.com/Rain-kl/Wavelet/internal/model"
 	"github.com/Rain-kl/Wavelet/internal/repository"
 	"github.com/Rain-kl/Wavelet/internal/shared/response"
 	"github.com/gin-gonic/gin"
@@ -75,3 +77,56 @@ func TestGetGroupWithOrphanedMemberHealsAndSucceeds(t *testing.T) {
 		t.Errorf("GetCFPointingMemberByID() should return not found after healing")
 	}
 }
+
+func TestListGroupsHandlerWithMissingNodeStillSucceeds(t *testing.T) {
+	ctx, _ := setupCloudflareLogicDB(t)
+	if err := db.DB(ctx).Create(&model.CFPointingGroup{
+		Name:          "KR",
+		PrimaryNodeID: 12,
+		ActiveNodeID:  12,
+		Enabled:       true,
+	}).Error; err != nil {
+		t.Fatalf("Create(missing-node group) error = %v", err)
+	}
+
+	gin.SetMode(gin.TestMode)
+	router := gin.New()
+	router.Use(response.ErrorHandlerMiddleware())
+	router.GET("/groups", ListGroupsHandler)
+
+	recorder := httptest.NewRecorder()
+	router.ServeHTTP(recorder, httptest.NewRequest(http.MethodGet, "/groups", nil))
+	if recorder.Code != http.StatusOK {
+		t.Fatalf("ListGroupsHandler status = %d, body = %s, want %d", recorder.Code, recorder.Body.String(), http.StatusOK)
+	}
+	body := recorder.Body.String()
+	if !strings.Contains(body, `"name":"KR"`) {
+		t.Fatalf("ListGroupsHandler body = %s, want group KR", body)
+	}
+	if !strings.Contains(body, `"name":"primary"`) {
+		t.Fatalf("ListGroupsHandler body = %s, want intact group primary", body)
+	}
+}
+
+func TestGetGroupHandlerWithMissingNodeStillSucceeds(t *testing.T) {
+	ctx, _ := setupCloudflareLogicDB(t)
+	group := model.CFPointingGroup{Name: "KR", PrimaryNodeID: 12, ActiveNodeID: 12, Enabled: true}
+	if err := db.DB(ctx).Create(&group).Error; err != nil {
+		t.Fatalf("Create(missing-node group) error = %v", err)
+	}
+
+	gin.SetMode(gin.TestMode)
+	router := gin.New()
+	router.Use(response.ErrorHandlerMiddleware())
+	router.GET("/groups/:id", GetGroupHandler)
+
+	recorder := httptest.NewRecorder()
+	request := httptest.NewRequest(http.MethodGet, fmt.Sprintf("/groups/%d", group.ID), nil)
+	router.ServeHTTP(recorder, request)
+	if recorder.Code != http.StatusOK {
+		t.Fatalf("GetGroupHandler status = %d, body = %s, want %d", recorder.Code, recorder.Body.String(), http.StatusOK)
+	}
+	if !strings.Contains(recorder.Body.String(), `"name":"KR"`) {
+		t.Fatalf("GetGroupHandler body = %s, want group KR", recorder.Body.String())
+	}
+}