diff --git a/src/renderer/src/aiCore/middleware/AiSdkMiddlewareBuilder.ts b/src/renderer/src/aiCore/middleware/AiSdkMiddlewareBuilder.ts
index 20b89cf2e5..6034a88586 100644
--- a/src/renderer/src/aiCore/middleware/AiSdkMiddlewareBuilder.ts
+++ b/src/renderer/src/aiCore/middleware/AiSdkMiddlewareBuilder.ts
@@ -4,6 +4,8 @@ import type { MCPTool, Message, Model, Provider } from '@renderer/types'
 import type { Chunk } from '@renderer/types/chunk'
 import { extractReasoningMiddleware, LanguageModelMiddleware, simulateStreamingMiddleware } from 'ai'
 
+import { noThinkMiddleware } from './noThinkMiddleware'
+
 const logger = loggerService.withContext('AiSdkMiddlewareBuilder')
 
 /**
@@ -186,6 +188,14 @@ function addProviderSpecificMiddlewares(builder: AiSdkMiddlewareBuilder, config:
       // 其他provider的通用处理
       break
   }
+
+  // OVMS+MCP's specific middleware
+  if (config.provider.id === 'ovms' && config.mcpTools && config.mcpTools.length > 0) {
+    builder.add({
+      name: 'no-think',
+      middleware: noThinkMiddleware()
+    })
+  }
 }
 
 /**
diff --git a/src/renderer/src/aiCore/middleware/noThinkMiddleware.ts b/src/renderer/src/aiCore/middleware/noThinkMiddleware.ts
new file mode 100644
index 0000000000..9d7d933bc1
--- /dev/null
+++ b/src/renderer/src/aiCore/middleware/noThinkMiddleware.ts
@@ -0,0 +1,52 @@
+import { loggerService } from '@logger'
+import { LanguageModelMiddleware } from 'ai'
+
+const logger = loggerService.withContext('noThinkMiddleware')
+
+/**
+ * No Think Middleware
+ * Automatically appends ' /no_think' string to the end of user messages for the provider
+ * This prevents the model from generating unnecessary thinking process and returns results directly
+ * @returns LanguageModelMiddleware
+ */
+export function noThinkMiddleware(): LanguageModelMiddleware {
+  return {
+    middlewareVersion: 'v2',
+
+    transformParams: async ({ params }) => {
+      const transformedParams = { ...params }
+      // Process messages in prompt
+      if (transformedParams.prompt && Array.isArray(transformedParams.prompt)) {
+        transformedParams.prompt = transformedParams.prompt.map((message) => {
+          // Only process user messages
+          if (message.role === 'user') {
+            // Process content array
+            if (Array.isArray(message.content)) {
+              const lastContent = message.content[message.content.length - 1]
+              // If the last content is text type, append ' /no_think'
+              if (lastContent && lastContent.type === 'text' && typeof lastContent.text === 'string') {
+                // Avoid duplicate additions
+                if (!lastContent.text.endsWith('/no_think')) {
+                  logger.debug('Adding /no_think to user message')
+                  return {
+                    ...message,
+                    content: [
+                      ...message.content.slice(0, -1),
+                      {
+                        ...lastContent,
+                        text: lastContent.text + ' /no_think'
+                      }
+                    ]
+                  }
+                }
+              }
+            }
+          }
+          return message
+        })
+      }
+
+      return transformedParams
+    }
+  }
+}