diff --git a/src/services/tools/executor.ts b/src/services/tools/executor.ts
index 4d65cff..fb20e40 100644
--- a/src/services/tools/executor.ts
+++ b/src/services/tools/executor.ts
@@ -24,6 +24,23 @@ import {
   type WebFetchInput,
   type WebFetchResponse,
 } from './webFetch';
+import {
+  metasoSearch,
+  formatMetasoSearchResults,
+  formatMetasoSearchResultsShort,
+  getValidImages,
+  ImageValidationConfig,
+  type MetasoSearchInput,
+  type MetasoSearchResponse,
+  type MetasoImageResult,
+} from './metasoSearch';
+import {
+  metasoReader,
+  formatMetasoReaderResult,
+  formatMetasoReaderResultShort,
+  type MetasoReaderInput,
+  type MetasoReaderResponse,
+} from './metasoReader';
 import { shouldUsePyodide, analyzeCode, type LoadingCallback } from './codeAnalyzer';
 
 // 导出代码分析函数供外部使用
@@ -39,6 +56,8 @@ export interface ToolExecutionResult {
   rawData?: unknown;
   /** Base64 编码的图片数组（代码执行时可能产生） */
   images?: string[];
+  /** 搜索到的图片数组（图片搜索时产生） */
+  searchImages?: MetasoImageResult[];
   /** 是否需要浏览器端 Pyodide 执行 */
   requiresPyodide?: boolean;
   /** 代码内容（当 requiresPyodide 为 true 时） */
@@ -47,18 +66,26 @@ export interface ToolExecutionResult {
   language?: string;
 }
 
+export interface ToolExecutionOptions {
+  /** Pyodide 加载进度回调 */
+  onProgress?: LoadingCallback;
+  /** 秘塔AI API Key */
+  metasoApiKey?: string;
+}
+
 /**
  * 执行工具
  * @param toolName 工具名称
  * @param input 工具输入参数
- * @param onProgress Pyodide 加载进度回调（可选）
+ * @param options 执行选项
  * @returns 执行结果（包含完整版和简短版）
  */
 export async function executeTool(
   toolName: string,
   input: Record<string, unknown>,
-  onProgress?: LoadingCallback
+  options?: ToolExecutionOptions
 ): Promise<ToolExecutionResult> {
+  const { onProgress, metasoApiKey } = options || {};
   try {
     switch (toolName) {
       case 'web_search': {
@@ -119,6 +146,63 @@ export async function executeTool(
         };
       }
 
+      case 'mita_search': {
+        const query = String(input.query || '');
+        const scope = (input.scope as 'webpage' | 'image') || 'webpage';
+
+        // 图片搜索时请求更多图片用于验证筛选，网页搜索保持原有逻辑
+        const requestSize = scope === 'image'
+          ? ImageValidationConfig.REQUEST_SIZE
+          : (input.size ? Number(input.size) : 10);
+
+        const searchInput: MetasoSearchInput = {
+          query,
+          scope,
+          size: requestSize,
+          includeSummary: Boolean(input.includeSummary),
+        };
+
+        const response: MetasoSearchResponse = await metasoSearch(searchInput, metasoApiKey || '');
+
+        // 如果是图片搜索且成功，验证图片有效性
+        let validatedImages: MetasoImageResult[] | undefined;
+        if (scope === 'image' && response.success && response.images && response.images.length > 0) {
+          // 验证图片，返回指定数量的有效图片
+          validatedImages = await getValidImages(
+            response.images,
+            ImageValidationConfig.TARGET_COUNT,
+            ImageValidationConfig.CONCURRENCY
+          );
+
+          // 更新 response 中的图片为验证后的有效图片
+          response.images = validatedImages;
+        }
+
+        return {
+          success: response.success,
+          fullResult: formatMetasoSearchResults(response),
+          displayResult: formatMetasoSearchResultsShort(response, query),
+          rawData: response,
+          // 如果是图片搜索，返回验证后的图片数据
+          searchImages: scope === 'image' ? validatedImages : undefined,
+        };
+      }
+
+      case 'mita_reader': {
+        const url = String(input.url || '');
+        const readerInput: MetasoReaderInput = {
+          url,
+          format: 'Markdown',
+        };
+        const response: MetasoReaderResponse = await metasoReader(readerInput, metasoApiKey || '');
+        return {
+          success: response.success,
+          fullResult: formatMetasoReaderResult(response, url),
+          displayResult: formatMetasoReaderResultShort(response, url),
+          rawData: response,
+        };
+      }
+
       default:
         return {
           success: false,
@@ -148,17 +232,23 @@ export function getAvailableTools() {
       description: '搜索互联网获取最新信息',
       icon: '🔍',
     },
-    {
-      id: 'code_execution',
-      name: '代码执行',
-      description: '执行代码并返回结果',
-      icon: '💻',
-    },
     {
       id: 'web_fetch',
       name: '网页获取',
       description: '获取指定 URL 的网页内容',
       icon: '🌐',
     },
+    {
+      id: 'mita_search',
+      name: 'Metaso Search',
+      description: '秘塔AI智能搜索，需要配置API Key',
+      icon: '🔎',
+    },
+    {
+      id: 'mita_reader',
+      name: 'Metaso Reader',
+      description: '秘塔AI网页读取，返回Markdown格式',
+      icon: '📄',
+    },
   ];
 }
diff --git a/src/services/tools/metasoReader.ts b/src/services/tools/metasoReader.ts
new file mode 100644
index 0000000..5a9c9a2
--- /dev/null
+++ b/src/services/tools/metasoReader.ts
@@ -0,0 +1,139 @@
+/**
+ * 秘塔AI网页读取工具服务
+ * 使用秘塔AI API 读取网页内容并返回Markdown格式
+ */
+
+export interface MetasoReaderResponse {
+  success: boolean;
+  content?: string;
+  error?: string;
+}
+
+export interface MetasoReaderInput {
+  url: string;
+  format?: 'Markdown' | 'Text';
+}
+
+/**
+ * 读取网页内容
+ */
+export async function metasoReader(
+  input: MetasoReaderInput,
+  apiKey: string
+): Promise<MetasoReaderResponse> {
+  if (!apiKey) {
+    return {
+      success: false,
+      error: '请先在设置中配置秘塔AI API Key',
+    };
+  }
+
+  // 验证URL格式
+  try {
+    new URL(input.url);
+  } catch {
+    return {
+      success: false,
+      error: '无效的URL格式',
+    };
+  }
+
+  try {
+    const response = await fetch('https://metaso.cn/api/v1/reader', {
+      method: 'POST',
+      headers: {
+        'Authorization': `Bearer ${apiKey}`,
+        'Accept': 'text/plain',
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        url: input.url,
+        format: input.format || 'Markdown',
+      }),
+    });
+
+    if (!response.ok) {
+      const errorText = await response.text();
+      console.error('Metaso Reader API error:', errorText);
+
+      if (response.status === 401) {
+        return {
+          success: false,
+          error: '秘塔AI API Key 无效，请检查配置',
+        };
+      }
+
+      if (response.status === 404) {
+        return {
+          success: false,
+          error: '无法访问该网页，请检查URL是否正确',
+        };
+      }
+
+      return {
+        success: false,
+        error: `秘塔读取API错误: ${response.status}`,
+      };
+    }
+
+    // 秘塔Reader返回的是文本内容
+    const content = await response.text();
+
+    if (!content || content.trim().length === 0) {
+      return {
+        success: false,
+        error: '网页内容为空或无法解析',
+      };
+    }
+
+    return {
+      success: true,
+      content: content,
+    };
+  } catch (error) {
+    console.error('Metaso reader error:', error);
+    return {
+      success: false,
+      error: error instanceof Error ? error.message : '秘塔读取服务异常',
+    };
+  }
+}
+
+/**
+ * 格式化读取结果为文本（完整版 - 发送给 AI）
+ */
+export function formatMetasoReaderResult(response: MetasoReaderResponse, url: string): string {
+  if (!response.success) {
+    return `读取网页失败: ${response.error}`;
+  }
+
+  let result = `## 网页内容\n`;
+  result += `**来源**: ${url}\n\n`;
+  result += `---\n\n`;
+  result += response.content || '无内容';
+
+  return result;
+}
+
+/**
+ * 格式化读取结果为简短文本（显示给用户）
+ */
+export function formatMetasoReaderResultShort(response: MetasoReaderResponse, url: string): string {
+  if (!response.success) {
+    return `读取失败: ${response.error}`;
+  }
+
+  // 获取网站域名
+  let hostname = url;
+  try {
+    hostname = new URL(url).hostname.replace('www.', '');
+  } catch {
+    // 保持原始URL
+  }
+
+  // 计算内容长度
+  const contentLength = response.content?.length || 0;
+  const wordCount = response.content?.split(/\s+/).length || 0;
+
+  return `> 📄 已读取 [${hostname}](${url}) 的内容\n> 📊 共 ${contentLength} 字符，约 ${wordCount} 词`;
+}
diff --git a/src/services/tools/metasoSearch.ts b/src/services/tools/metasoSearch.ts
new file mode 100644
index 0000000..4a21190
--- /dev/null
+++ b/src/services/tools/metasoSearch.ts
@@ -0,0 +1,369 @@
+/**
+ * 秘塔AI搜索工具服务
+ * 使用秘塔AI API 实现智能搜索（支持网页搜索和图片搜索）
+ */
+
+// ============ 图片验证相关常量 ============
+const IMAGE_VALIDATION_TIMEOUT = 3000; // 单张图片验证超时时间（毫秒）
+const IMAGE_VALIDATION_CONCURRENCY = 5; // 并发验证数量
+const IMAGE_REQUEST_SIZE = 15; // 图片搜索时请求的数量
+const IMAGE_TARGET_COUNT = 10; // 返回给前端的图片数量（前端会显示5张+5张备用）
+
+// 网页搜索结果
+export interface MetasoSearchResult {
+  title: string;
+  link: string;
+  snippet: string;
+  score: string;
+  position: number;
+  date?: string;
+  authors?: string[];
+}
+
+// 图片搜索结果
+export interface MetasoImageResult {
+  title: string;
+  imageUrl: string;
+  width: number;
+  height: number;
+  score: string;
+  position: number;
+  sourceUrl?: string;
+}
+
+// 搜索响应
+export interface MetasoSearchResponse {
+  success: boolean;
+  credits?: number;
+  total?: number;
+  scope?: 'webpage' | 'image';
+  // 网页搜索结果
+  results?: MetasoSearchResult[];
+  // 图片搜索结果
+  images?: MetasoImageResult[];
+  error?: string;
+}
+
+// 搜索输入参数
+export interface MetasoSearchInput {
+  query: string;
+  scope?: 'webpage' | 'image';
+  size?: number;
+  /** 页码，用于获取不同页的结果（从1开始） */
+  page?: number;
+  includeSummary?: boolean;
+  includeRawContent?: boolean;
+  conciseSnippet?: boolean;
+}
+
+/**
+ * 执行秘塔AI搜索
+ */
+export async function metasoSearch(
+  input: MetasoSearchInput,
+  apiKey: string
+): Promise<MetasoSearchResponse> {
+  if (!apiKey) {
+    return {
+      success: false,
+      error: '请先在设置中配置秘塔AI API Key',
+    };
+  }
+
+  const scope = input.scope || 'webpage';
+  const size = input.size || (scope === 'image' ? 5 : 10); // 图片默认5张
+
+  try {
+    const response = await fetch('https://metaso.cn/api/v1/search', {
+      method: 'POST',
+      headers: {
+        'Authorization': `Bearer ${apiKey}`,
+        'Accept': 'application/json',
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        q: input.query,
+        scope: scope,
+        size: size,
+        includeSummary: input.includeSummary || false,
+        includeRawContent: input.includeRawContent || false,
+        conciseSnippet: input.conciseSnippet || false,
+      }),
+    });
+
+    if (!response.ok) {
+      const errorText = await response.text();
+      console.error('Metaso API error:', errorText);
+
+      if (response.status === 401) {
+        return {
+          success: false,
+          error: '秘塔AI API Key 无效，请检查配置',
+        };
+      }
+
+      return {
+        success: false,
+        error: `秘塔搜索API错误: ${response.status}`,
+      };
+    }
+
+    const data = await response.json();
+
+    // 根据 scope 解析不同的结果
+    if (scope === 'image') {
+      // 图片搜索结果
+      return {
+        success: true,
+        credits: data.credits,
+        total: data.total,
+        scope: 'image',
+        images: data.images?.map((item: {
+          title: string;
+          imageUrl: string;
+          imageWidth: number;
+          imageHeight: number;
+          score: string;
+          position: number;
+          sourceUrl?: string;
+        }) => ({
+          title: item.title,
+          imageUrl: item.imageUrl,
+          width: item.imageWidth,
+          height: item.imageHeight,
+          score: item.score,
+          position: item.position,
+          sourceUrl: item.sourceUrl,
+        })),
+      };
+    } else {
+      // 网页搜索结果
+      return {
+        success: true,
+        credits: data.credits,
+        total: data.total,
+        scope: 'webpage',
+        results: data.webpages?.map((item: {
+          title: string;
+          link: string;
+          snippet: string;
+          score: string;
+          position: number;
+          date?: string;
+          authors?: string[];
+        }) => ({
+          title: item.title,
+          link: item.link,
+          snippet: item.snippet,
+          score: item.score,
+          position: item.position,
+          date: item.date,
+          authors: item.authors,
+        })),
+      };
+    }
+  } catch (error) {
+    console.error('Metaso search error:', error);
+    return {
+      success: false,
+      error: error instanceof Error ? error.message : '秘塔搜索服务异常',
+    };
+  }
+}
+
+/**
+ * 格式化网页搜索结果为文本（完整版 - 发送给 AI）
+ */
+export function formatMetasoSearchResults(response: MetasoSearchResponse): string {
+  if (!response.success) {
+    return `搜索失败: ${response.error}`;
+  }
+
+  // 图片搜索结果
+  if (response.scope === 'image' && response.images) {
+    let result = `## 秘塔图片搜索结果 (共${response.total}张)\n\n`;
+    response.images.forEach((item, index) => {
+      result += `${index + 1}. **${item.title}**\n`;
+      result += `   - 图片URL: ${item.imageUrl}\n`;
+      result += `   - 尺寸: ${item.width}x${item.height}\n`;
+      if (item.sourceUrl) {
+        result += `   - 来源: ${item.sourceUrl}\n`;
+      }
+      result += '\n';
+    });
+    return result;
+  }
+
+  // 网页搜索结果
+  let result = '';
+  if (response.results && response.results.length > 0) {
+    result += `## 秘塔搜索结果 (共${response.total}条)\n\n`;
+    response.results.forEach((item, index) => {
+      result += `### ${index + 1}. ${item.title}\n`;
+      result += `**链接**: ${item.link}\n`;
+      if (item.date) {
+        result += `**日期**: ${item.date}\n`;
+      }
+      if (item.authors && item.authors.length > 0) {
+        result += `**作者**: ${item.authors.join(', ')}\n`;
+      }
+      result += `${item.snippet}\n\n`;
+    });
+  }
+
+  return result || '未找到相关结果';
+}
+
+// ============ 图片验证相关函数 ============
+
+/**
+ * 验证单张图片 URL 是否可访问
+ * 使用 GET + Range 请求模拟真实浏览器行为，比 HEAD 更可靠
+ * @param url 图片 URL
+ * @param timeout 超时时间（毫秒）
+ * @returns 是否可访问
+ */
+export async function validateImageUrl(
+  url: string,
+  timeout: number = IMAGE_VALIDATION_TIMEOUT
+): Promise<boolean> {
+  try {
+    const controller = new AbortController();
+    const timeoutId = setTimeout(() => controller.abort(), timeout);
+
+    // 使用 GET 请求 + Range 头部，只请求前 1KB 数据
+    // 这比 HEAD 更可靠，因为某些服务器对 HEAD 和 GET 的处理不一致
+    const response = await fetch(url, {
+      method: 'GET',
+      signal: controller.signal,
+      headers: {
+        // 只请求前 1024 字节，节省带宽
+        'Range': 'bytes=0-1023',
+        // 模拟浏览器请求，避免被某些服务器拒绝
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
+        'Accept': 'image/webp,image/apng,image/*,*/*;q=0.8',
+      },
+    });
+
+    clearTimeout(timeoutId);
+
+    // 检查响应状态：200 OK 或 206 Partial Content 都是有效的
+    if (!response.ok && response.status !== 206) {
+      return false;
+    }
+
+    const contentType = response.headers.get('content-type');
+    // 必须是图片类型
+    if (contentType && !contentType.startsWith('image/')) {
+      return false;
+    }
+
+    // 额外检查：尝试读取一些数据确保内容存在
+    const buffer = await response.arrayBuffer();
+    if (buffer.byteLength === 0) {
+      return false;
+    }
+
+    return true;
+  } catch {
+    // 网络错误、超时或其他异常
+    return false;
+  }
+}
+
+/**
+ * 批量验证图片，返回指定数量的有效图片
+ * @param images 原始图片列表
+ * @param targetCount 目标有效图片数量
+ * @param concurrency 并发验证数量
+ * @returns 有效图片列表
+ */
+export async function getValidImages(
+  images: MetasoImageResult[],
+  targetCount: number = IMAGE_TARGET_COUNT,
+  concurrency: number = IMAGE_VALIDATION_CONCURRENCY
+): Promise<MetasoImageResult[]> {
+  const validImages: MetasoImageResult[] = [];
+
+  // 如果图片数量不足，直接返回所有图片（不验证）
+  if (images.length <= targetCount) {
+    return images;
+  }
+
+  // 分批并行验证
+  for (let i = 0; i < images.length && validImages.length < targetCount; i += concurrency) {
+    const batch = images.slice(i, i + concurrency);
+
+    // 并行验证当前批次的图片
+    const validationResults = await Promise.all(
+      batch.map(async (img) => ({
+        img,
+        valid: await validateImageUrl(img.imageUrl),
+      }))
+    );
+
+    // 收集有效图片
+    for (const { img, valid } of validationResults) {
+      if (valid && validImages.length < targetCount) {
+        validImages.push(img);
+      }
+    }
+
+    // 如果已经收集到足够的有效图片，提前结束
+    if (validImages.length >= targetCount) {
+      break;
+    }
+  }
+
+  return validImages;
+}
+
+/**
+ * 导出图片验证相关常量供外部使用
+ */
+export const ImageValidationConfig = {
+  TIMEOUT: IMAGE_VALIDATION_TIMEOUT,
+  CONCURRENCY: IMAGE_VALIDATION_CONCURRENCY,
+  REQUEST_SIZE: IMAGE_REQUEST_SIZE,
+  TARGET_COUNT: IMAGE_TARGET_COUNT,
+};
+
+/**
+ * 格式化搜索结果为简短文本（显示给用户）
+ */
+export function formatMetasoSearchResultsShort(
+  response: MetasoSearchResponse,
+  query: string
+): string {
+  if (!response.success) {
+    return `搜索失败: ${response.error}`;
+  }
+
+  // 图片搜索结果
+  if (response.scope === 'image' && response.images) {
+    const imageCount = response.images.length;
+    return `> 🖼️ 秘塔搜索「${query}」图片，找到 ${response.total || imageCount} 张相关图片`;
+  }
+
+  // 网页搜索结果
+  const resultCount = response.results?.length || 0;
+
+  // 提取来源网站并生成 Markdown 链接
+  const sourceLinks = response.results?.slice(0, 3).map((r, index) => {
+    try {
+      const url = new URL(r.link);
+      const hostname = url.hostname.replace('www.', '');
+      return `${index + 1}. [${hostname}](${r.link})`;
+    } catch {
+      return `${index + 1}. ${r.title.slice(0, 20)}`;
+    }
+  }) || [];
+
+  let result = `> 🔍 秘塔搜索「${query}」，找到 ${response.total || resultCount} 个相关结果`;
+
+  if (sourceLinks.length > 0) {
+    result += `\n\n**🔗 来源：**\n${sourceLinks.join('\n')}`;
+  }
+
+  return result;
+}