diff --git a/console/src/locales/en.json b/console/src/locales/en.json
index e64708475..339094485 100644
--- a/console/src/locales/en.json
+++ b/console/src/locales/en.json
@@ -106,6 +106,7 @@
     "title": "MCP Clients",
     "description": "Manage Model Context Protocol (MCP) clients for extending agent capabilities.",
     "create": "Create Client",
+    "refreshStatus": "Refresh Status",
     "formatSupport": "Supported formats",
     "emptyState": "No MCP clients configured yet",
     "loadError": "Failed to load MCP clients",
@@ -115,6 +116,12 @@
     "updateError": "Failed to update MCP client",
     "enableSuccess": "MCP client enabled successfully",
     "disableSuccess": "MCP client disabled successfully",
+    "runtimeActive": "Connected",
+    "runtimeUnavailable": "Unavailable",
+    "runtimeUnknown": "Unknown",
+    "runtimeChecking": "Checking",
+    "runtimeQueued": "Queued",
+    "runtimeDisabled": "Disabled",
     "toggleError": "Failed to toggle MCP client status",
     "deleteConfirm": "Are you sure you want to delete this MCP client?",
     "deleteSuccess": "MCP client deleted successfully",
@@ -378,7 +385,12 @@
     "openAICompatibleEndpoint": "OpenAI-compatible endpoint, e.g. https://api.example.com (append /v1 only if your provider requires it)",
     "azureEndpointHint": "Azure OpenAI endpoint, e.g. https://<resource>.openai.azure.com/openai/v1",
     "anthropicEndpointHint": "Anthropic endpoint, e.g. https://api.anthropic.com",
-    "ollamaEndpointHint": "Ollama endpoint, e.g. http://localhost:11434",
+    "ollamaEndpointHint": "Ollama endpoint, e.g. http://127.0.0.1:11434",
+    "ollamaQuickFillLabel": "Quick fill:",
+    "ollamaQuickFillApplied": "Filled endpoint: {{host}}",
+    "ollamaEnvHintLocal": "Detected local startup. Recommended: {{host}}",
+    "ollamaEnvHintDocker": "Detected containerized startup. Recommended: {{host}}",
+    "ollamaEnvHintRemote": "Detected remote startup. Usually use an address reachable by the backend. Recommended default: {{host}}",
     "lmstudioEndpointHint": "LM Studio endpoint, e.g. http://localhost:1234/v1",
     "apiEndpointHint": "API endpoint, e.g. https://api.example.com",
     "pleaseEnterBaseURL": "Please enter the API base URL",
diff --git a/console/src/locales/ja.json b/console/src/locales/ja.json
index 6a09faeed..5b9af2812 100644
--- a/console/src/locales/ja.json
+++ b/console/src/locales/ja.json
@@ -100,6 +100,7 @@
     "title": "MCPクライアント",
     "description": "エージェントの機能を拡張するためのMCP（Model Context Protocol）クライアントを管理します。",
     "create": "クライアントを作成",
+    "refreshStatus": "状態を更新",
     "formatSupport": "サポートされているフォーマット",
     "emptyState": "MCPクライアントがまだ設定されていません",
     "loadError": "MCPクライアントの読み込みに失敗しました",
@@ -109,6 +110,12 @@
     "updateError": "MCPクライアントの更新に失敗しました",
     "enableSuccess": "MCPクライアントを有効化しました",
     "disableSuccess": "MCPクライアントを無効化しました",
+    "runtimeActive": "接続中",
+    "runtimeUnavailable": "未接続",
+    "runtimeUnknown": "状態不明",
+    "runtimeChecking": "確認中",
+    "runtimeQueued": "待機中",
+    "runtimeDisabled": "無効",
     "toggleError": "MCPクライアントのステータス変更に失敗しました",
     "deleteConfirm": "このMCPクライアントを削除してもよろしいですか？",
     "deleteSuccess": "MCPクライアントを削除しました",
@@ -372,7 +379,12 @@
     "openAICompatibleEndpoint": "OpenAI互換エンドポイント、例: https://api.example.com（プロバイダーが必要とする場合のみ /v1 を追加）",
     "azureEndpointHint": "Azure OpenAIエンドポイント、例: https://<resource>.openai.azure.com/openai/v1",
     "anthropicEndpointHint": "Anthropicエンドポイント、例: https://api.anthropic.com",
-    "ollamaEndpointHint": "Ollamaエンドポイント、例: http://localhost:11434",
+    "ollamaEndpointHint": "Ollamaエンドポイント、例: http://127.0.0.1:11434",
+    "ollamaQuickFillLabel": "クイック入力:",
+    "ollamaQuickFillApplied": "エンドポイントを入力しました: {{host}}",
+    "ollamaEnvHintLocal": "ローカル起動環境を検出しました。推奨: {{host}}",
+    "ollamaEnvHintDocker": "コンテナ起動環境を検出しました。推奨: {{host}}",
+    "ollamaEnvHintRemote": "リモート起動環境を検出しました。通常はバックエンドから到達可能なアドレスを使用してください。既定の推奨: {{host}}",
     "lmstudioEndpointHint": "LM Studioエンドポイント、例: http://localhost:1234/v1",
     "apiEndpointHint": "APIエンドポイント、例: https://api.example.com",
     "pleaseEnterBaseURL": "APIベースURLを入力してください",
diff --git a/console/src/locales/ru.json b/console/src/locales/ru.json
index 7fcd25559..3d1df5e60 100644
--- a/console/src/locales/ru.json
+++ b/console/src/locales/ru.json
@@ -105,6 +105,7 @@
     "title": "MCP-клиенты",
     "description": "Управляйте клиентами Model Context Protocol (MCP) для расширения возможностей агента.",
     "create": "Создать клиент",
+    "refreshStatus": "Обновить статус",
     "formatSupport": "Поддерживаемые форматы",
     "emptyState": "MCP-клиенты пока не настроены",
     "loadError": "Не удалось загрузить MCP-клиентов",
@@ -114,6 +115,12 @@
     "updateError": "Не удалось обновить MCP-клиент",
     "enableSuccess": "MCP-клиент успешно включён",
     "disableSuccess": "MCP-клиент успешно отключён",
+    "runtimeActive": "Подключён",
+    "runtimeUnavailable": "Недоступен",
+    "runtimeUnknown": "Статус неизвестен",
+    "runtimeChecking": "Проверяется",
+    "runtimeQueued": "В очереди",
+    "runtimeDisabled": "Отключён",
     "toggleError": "Не удалось переключить статус MCP-клиента",
     "deleteConfirm": "Вы уверены, что хотите удалить этот MCP-клиент?",
     "deleteSuccess": "MCP-клиент успешно удалён",
@@ -377,7 +384,12 @@
     "openAICompatibleEndpoint": "OpenAI-совместимый endpoint, например https://api.example.com (добавляйте /v1 только если ваш провайдер этого требует)",
     "azureEndpointHint": "Azure OpenAI endpoint, например https://<resource>.openai.azure.com/openai/v1",
     "anthropicEndpointHint": "Anthropic endpoint, например https://api.anthropic.com",
-    "ollamaEndpointHint": "Ollama endpoint, например http://localhost:11434",
+    "ollamaEndpointHint": "Ollama endpoint, например http://127.0.0.1:11434",
+    "ollamaQuickFillLabel": "Быстрая вставка:",
+    "ollamaQuickFillApplied": "Endpoint заполнен: {{host}}",
+    "ollamaEnvHintLocal": "Обнаружен локальный запуск. Рекомендуется: {{host}}",
+    "ollamaEnvHintDocker": "Обнаружен запуск в контейнере. Рекомендуется: {{host}}",
+    "ollamaEnvHintRemote": "Обнаружен удаленный запуск. Обычно используйте адрес, доступный для backend. Рекомендуемый вариант по умолчанию: {{host}}",
     "lmstudioEndpointHint": "LM Studio endpoint, например http://localhost:1234/v1",
     "apiEndpointHint": "API endpoint, например https://api.example.com",
     "pleaseEnterBaseURL": "Пожалуйста, введите базовый URL API",
diff --git a/console/src/locales/zh.json b/console/src/locales/zh.json
index 24995172f..531a96d89 100644
--- a/console/src/locales/zh.json
+++ b/console/src/locales/zh.json
@@ -106,6 +106,7 @@
     "title": "MCP 客户端",
     "description": "管理模型上下文协议（MCP）客户端以扩展智能体能力。",
     "create": "创建客户端",
+    "refreshStatus": "更新状态",
     "formatSupport": "支持的格式",
     "emptyState": "暂无配置的 MCP 客户端",
     "loadError": "加载 MCP 客户端失败",
@@ -115,6 +116,12 @@
     "updateError": "MCP 客户端更新失败",
     "enableSuccess": "MCP 客户端启用成功",
     "disableSuccess": "MCP 客户端禁用成功",
+    "runtimeActive": "可连通",
+    "runtimeUnavailable": "未连接",
+    "runtimeUnknown": "状态未知",
+    "runtimeChecking": "检测中",
+    "runtimeQueued": "等待检测",
+    "runtimeDisabled": "未启用",
     "toggleError": "切换 MCP 客户端状态失败",
     "deleteConfirm": "确定要删除此 MCP 客户端吗？",
     "deleteSuccess": "MCP 客户端删除成功",
@@ -378,7 +385,12 @@
     "openAICompatibleEndpoint": "OpenAI 兼容端点，例如 https://api.example.com（仅在你的服务要求时再追加 /v1）",
     "azureEndpointHint": "Azure OpenAI 端点，例如 https://<resource>.openai.azure.com/openai/v1",
     "anthropicEndpointHint": "Anthropic 端点，例如 https://api.anthropic.com",
-    "ollamaEndpointHint": "Ollama 端点，例如 http://localhost:11434",
+    "ollamaEndpointHint": "Ollama 端点，例如 http://127.0.0.1:11434",
+    "ollamaQuickFillLabel": "一键填入：",
+    "ollamaQuickFillApplied": "已填入地址：{{host}}",
+    "ollamaEnvHintLocal": "已检测到本地启动环境，推荐：{{host}}",
+    "ollamaEnvHintDocker": "已检测到容器化启动环境，推荐：{{host}}",
+    "ollamaEnvHintRemote": "已检测到远程启动环境，请优先使用后端可达地址。默认推荐：{{host}}",
     "lmstudioEndpointHint": "LM Studio 端点，例如 http://localhost:1234/v1",
     "apiEndpointHint": "API 端点，例如 https://api.example.com",
     "pleaseEnterBaseURL": "请输入 API 基础 URL",
diff --git a/console/src/pages/Settings/Models/components/modals/ProviderConfigModal.tsx b/console/src/pages/Settings/Models/components/modals/ProviderConfigModal.tsx
index fe77f8a14..bf0305040 100644
--- a/console/src/pages/Settings/Models/components/modals/ProviderConfigModal.tsx
+++ b/console/src/pages/Settings/Models/components/modals/ProviderConfigModal.tsx
@@ -9,7 +9,10 @@ import {
   Select,
 } from "@agentscope-ai/design";
 import { ApiOutlined, DownOutlined, RightOutlined } from "@ant-design/icons";
-import type { ProviderConfigRequest } from "../../../../../api/types";
+import type {
+  ActiveModelsInfo,
+  ProviderConfigRequest,
+} from "../../../../../api/types";
 import api from "../../../../../api";
 import { useTranslation } from "react-i18next";
 import styles from "../../index.module.less";
@@ -29,7 +32,7 @@ interface JsonCodeEditorProps {
 function highlightJson(text: string): ReactNode[] {
   const tokens: ReactNode[] = [];
   const pattern =
-    /("(?:\\.|[^"\\])*")(\s*:)?|\btrue\b|\bfalse\b|\bnull\b|-?\d+(?:\.\d+)?(?:[eE][+-]?\d+)?|[{}\[\],:]/g;
+    /("(?:\\.|[^"\\])*")(\s*:)?|\btrue\b|\bfalse\b|\bnull\b|-?\d+(?:\.\d+)?(?:[eE][+-]?\d+)?|[[\]{}:,]/g;
 
   let lastIndex = 0;
   let match: RegExpExecArray | null;
@@ -253,7 +256,7 @@ interface ProviderConfigModalProps {
     chat_model: string;
     generate_kwargs: Record<string, unknown>;
   };
-  activeModels: any;
+  activeModels: ActiveModelsInfo;
   open: boolean;
   onClose: () => void;
   onSaved: () => void;
@@ -271,10 +274,58 @@ export function ProviderConfigModal({
   const [testing, setTesting] = useState(false);
   const [formDirty, setFormDirty] = useState(false);
   const [advancedOpen, setAdvancedOpen] = useState(false);
+  const [baseUrlEditedByUser, setBaseUrlEditedByUser] = useState(false);
   const [form] = Form.useForm<ProviderConfigFormValues>();
   const selectedChatModel = Form.useWatch("chat_model", form);
+  const currentBaseUrl = Form.useWatch("base_url", form);
   const canEditBaseUrl = !provider.freeze_url;
 
+  const ollamaHostOptions = useMemo(
+    () => [
+      {
+        label: "127.0.0.1",
+        url: "http://127.0.0.1:11434",
+      },
+      {
+        label: "localhost",
+        url: "http://localhost:11434",
+      },
+      {
+        label: "host.docker.internal",
+        url: "http://host.docker.internal:11434",
+      },
+    ],
+    [],
+  );
+
+  const ollamaRecommendation = useMemo(() => {
+    const defaultOption = {
+      hintKey: "models.ollamaEnvHintLocal",
+      recommendedUrl: "http://127.0.0.1:11434",
+    };
+
+    if (typeof window === "undefined") {
+      return defaultOption;
+    }
+
+    const hostname = window.location.hostname.toLowerCase();
+    if (hostname === "host.docker.internal" || hostname.includes("docker")) {
+      return {
+        hintKey: "models.ollamaEnvHintDocker",
+        recommendedUrl: "http://host.docker.internal:11434",
+      };
+    }
+
+    if (hostname === "localhost" || hostname === "127.0.0.1") {
+      return defaultOption;
+    }
+
+    return {
+      hintKey: "models.ollamaEnvHintRemote",
+      recommendedUrl: "http://127.0.0.1:11434",
+    };
+  }, []);
+
   const parseGenerateConfig = (value?: string) => {
     const trimmed = value?.trim();
     if (!trimmed) {
@@ -312,6 +363,19 @@ export function ProviderConfigModal({
     return t("models.enterApiKeyOptional");
   }, [provider.api_key, provider.api_key_prefix, t]);
 
+  const shouldHighlightOllamaRecommendation = useMemo(() => {
+    if (provider.id !== "ollama") {
+      return false;
+    }
+    if (baseUrlEditedByUser) {
+      return false;
+    }
+    if (provider.base_url?.trim()) {
+      return false;
+    }
+    return !(currentBaseUrl || "").trim();
+  }, [provider.id, provider.base_url, currentBaseUrl, baseUrlEditedByUser]);
+
   const baseUrlExtra = useMemo(() => {
     if (!canEditBaseUrl) {
       return undefined;
@@ -326,7 +390,42 @@ export function ProviderConfigModal({
       return t("models.openAIEndpoint");
     }
     if (provider.id === "ollama") {
-      return t("models.ollamaEndpointHint");
+      return (
+        <div className={styles.endpointHintBlock}>
+          <div>{t("models.ollamaEndpointHint")}</div>
+          <div className={styles.endpointQuickFillRow}>
+            <span className={styles.endpointQuickFillLabel}>
+              {t("models.ollamaQuickFillLabel")}
+            </span>
+            {ollamaHostOptions.map((option) => (
+              <Button
+                key={option.url}
+                size="small"
+                type={
+                  shouldHighlightOllamaRecommendation &&
+                  option.url === ollamaRecommendation.recommendedUrl
+                    ? "primary"
+                    : "default"
+                }
+                onClick={() => {
+                  form.setFieldsValue({ base_url: option.url });
+                  setFormDirty(true);
+                  message.success(
+                    t("models.ollamaQuickFillApplied", { host: option.url }),
+                  );
+                }}
+              >
+                {option.label}
+              </Button>
+            ))}
+          </div>
+          <div className={styles.endpointRecommendationText}>
+            {t(ollamaRecommendation.hintKey, {
+              host: ollamaRecommendation.recommendedUrl,
+            })}
+          </div>
+        </div>
+      );
     }
     if (provider.id === "lmstudio") {
       return t("models.lmstudioEndpointHint");
@@ -337,7 +436,17 @@ export function ProviderConfigModal({
         : t("models.openAICompatibleEndpoint");
     }
     return t("models.apiEndpointHint");
-  }, [canEditBaseUrl, provider.id, provider.is_custom, effectiveChatModel, t]);
+  }, [
+    canEditBaseUrl,
+    provider.id,
+    provider.is_custom,
+    effectiveChatModel,
+    t,
+    ollamaHostOptions,
+    ollamaRecommendation,
+    shouldHighlightOllamaRecommendation,
+    form,
+  ]);
 
   const baseUrlPlaceholder = useMemo(() => {
     if (!canEditBaseUrl) {
@@ -353,7 +462,7 @@ export function ProviderConfigModal({
       return "https://api.openai.com/v1";
     }
     if (provider.id === "ollama") {
-      return "http://localhost:11434";
+      return "http://127.0.0.1:11434";
     }
     if (provider.id === "lmstudio") {
       return "http://localhost:1234/v1";
@@ -379,6 +488,7 @@ export function ProviderConfigModal({
       });
       setAdvancedOpen(false);
       setFormDirty(false);
+      setBaseUrlEditedByUser(false);
     }
   }, [provider, form, open]);
 
@@ -614,7 +724,11 @@ export function ProviderConfigModal({
           }
           extra={baseUrlExtra}
         >
-          <Input placeholder={baseUrlPlaceholder} disabled={!canEditBaseUrl} />
+          <Input
+            placeholder={baseUrlPlaceholder}
+            disabled={!canEditBaseUrl}
+            onChange={() => setBaseUrlEditedByUser(true)}
+          />
         </Form.Item>
 
         {/* API Key */}
diff --git a/console/src/pages/Settings/Models/index.module.less b/console/src/pages/Settings/Models/index.module.less
index 0b6da499a..fb0b2ebb3 100644
--- a/console/src/pages/Settings/Models/index.module.less
+++ b/console/src/pages/Settings/Models/index.module.less
@@ -236,6 +236,29 @@
   gap: 8px;
 }
 
+.endpointHintBlock {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+
+.endpointQuickFillRow {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  flex-wrap: wrap;
+}
+
+.endpointQuickFillLabel {
+  color: #666;
+  font-size: 12px;
+}
+
+.endpointRecommendationText {
+  color: #8c8c8c;
+  font-size: 12px;
+}
+
 .advancedConfigSection {
   margin-top: 4px;
   border-top: 1px solid #f0f0f0;