diff --git a/src/features/AgentSetting/AgentPlugin/LocalPluginItem.tsx b/src/features/AgentSetting/AgentPlugin/LocalPluginItem.tsx
index dfab69f64b35f..e32690ef9c5d0 100644
--- a/src/features/AgentSetting/AgentPlugin/LocalPluginItem.tsx
+++ b/src/features/AgentSetting/AgentPlugin/LocalPluginItem.tsx
@@ -36,7 +36,7 @@ const MarketList = memo<{ id: string }>(({ id }) => {
         mode={'edit'}
         onDelete={() => {
           deleteCustomPlugin(id);
-          toggleAgentPlugin(id);
+          toggleAgentPlugin(id, false);
         }}
         onOpenChange={setModal}
         onSave={(value) => {
diff --git a/src/features/AgentSetting/store/action.ts b/src/features/AgentSetting/store/action.ts
index f6d1b8f2d68d0..c8925e392b335 100644
--- a/src/features/AgentSetting/store/action.ts
+++ b/src/features/AgentSetting/store/action.ts
@@ -48,7 +48,7 @@ export interface Action {
 
   setAgentMeta: (meta: Partial<MetaData>) => void;
   streamUpdateMeta: (key: keyof MetaData) => any;
-  toggleAgentPlugin: (pluginId: string) => void;
+  toggleAgentPlugin: (pluginId: string, state?: boolean) => void;
   /**
    * 更新加载状态
    * @param key - SessionLoadingState 的键
@@ -198,8 +198,8 @@ export const store: StateCreator<Store, [['zustand/devtools', never]]> = (set, g
     };
   },
 
-  toggleAgentPlugin: (id) => {
-    get().dispatchConfig({ pluginId: id, type: 'togglePlugin' });
+  toggleAgentPlugin: (id, state) => {
+    get().dispatchConfig({ pluginId: id, state, type: 'togglePlugin' });
   },
 
   updateLoadingState: (key, value) => {
diff --git a/src/features/AgentSetting/store/reducers/config.ts b/src/features/AgentSetting/store/reducers/config.ts
index b17ee10847cd7..220883d2df98a 100644
--- a/src/features/AgentSetting/store/reducers/config.ts
+++ b/src/features/AgentSetting/store/reducers/config.ts
@@ -6,7 +6,7 @@ import { merge } from '@/utils/merge';
 
 export type ConfigDispatch =
   | { config: Partial<any>; type: 'update' }
-  | { pluginId: string; type: 'togglePlugin' }
+  | { pluginId: string; state?: boolean; type: 'togglePlugin' }
   | { type: 'reset' };
 
 export const configReducer = (state: LobeAgentConfig, payload: ConfigDispatch): LobeAgentConfig => {
@@ -19,15 +19,26 @@ export const configReducer = (state: LobeAgentConfig, payload: ConfigDispatch):
 
     case 'togglePlugin': {
       return produce(state, (config) => {
-        const { pluginId: id } = payload;
+        const { pluginId: id, state } = payload;
         if (config.plugins === undefined) {
-          config.plugins = [id];
-        } else {
+          config.plugins = [];
+        }
+
+        if (typeof state === 'undefined') {
           if (config.plugins.includes(id)) {
             config.plugins.splice(config.plugins.indexOf(id), 1);
-          } else {
-            config.plugins.push(id);
+
+            return;
           }
+
+          config.plugins.push(id);
+          return;
+        }
+
+        if (!state) {
+          config.plugins = config.plugins.filter((pluginId) => pluginId !== id);
+        } else {
+          config.plugins.push(id);
         }
       });
     }