Bocha Search
About
Integrates with Bocha, a Chinese search engine, to provide web search capabilities with rich structured data from billions of documents across multiple domains and languages.
Details
- Author
- bochaai
- Repository
- BochaAI/bocha-search-mcp
- GitHub stars
- 3
- Categories
- Search, Other, Developer Tools, Design, Workplace, File Management, AI, Frontend, API, Infrastructure
- Tags
- #web, #web-research, #news, #weather
Jump to
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Bocha SearchCommand (node, npx, python, etc.)uvArguments-
Argument 1
--directory -
Argument 2
/path/to/bocha-search-mcp -
Argument 3
run -
Argument 4
bocha-search-mcp
Environment-
BOCHA_API_KEY
sk-****
Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
-
Argument 1
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Claude Desktop
On MacOS: ~/Library/Application\ Support/Claude/claude_desktop_config.json
On Windows: %APPDATA%/Claude/claude_desktop_config.json
"mcpServers": {
"bocha-search-mcp": {
"command": "uv",
"args": [
"--directory",
"/path/to/bocha-search-mcp",
"run",
"bocha-search-mcp"
],
"env": {
"BOCHA_API_KEY": "sk-**"
}
}
}
Bocha Web Search
从博查搜索全网信息和网页链接,返回结果包括网页标题、网页URL、网页摘要、网站名称、网站图标、发布时间、图片链接等。参数: query (必填), freshness (可选), count (1-50, 默认为10)
Bocha AI Search
在博查网页搜索的基础上,AI识别搜索词语义并额外返回垂直领域内容的结构化模态卡,例如天气卡、日历卡、百科卡等几十种模态卡。参数: query (必填), freshness (可选), count (1-50, 默认为10)
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"bocha search": {
"env": {
"BOCHA_API_KEY": "sk-****"
},
"args": [
"--directory",
"/path/to/bocha-search-mcp",
"run",
"bocha-search-mcp"
],
"command": "uv"
}
}
}
Linux
{
"env": {
"BOCHA_API_KEY": "sk-****"
},
"args": [
"--directory",
"/path/to/bocha-search-mcp",
"run",
"bocha-search-mcp"
],
"command": "uv"
}
Macos
{
"env": {
"BOCHA_API_KEY": "sk-****"
},
"args": [
"--directory",
"/path/to/bocha-search-mcp",
"run",
"bocha-search-mcp"
],
"command": "uv"
}
Windows
{
"env": {
"BOCHA_API_KEY": "sk-****"
},
"args": [
"--directory",
"/path/to/bocha-search-mcp",
"run",
"bocha-search-mcp"
],
"command": "uv"
}
MCP Server 产品名称: 博查

版本信息
v1产品描述
短描述
博查是一个给AI用的搜索引擎,让你的AI应用从近百亿网页和生态内容源中获取高质量的世界知识,涵盖天气、新闻、百科、医疗、火车票、图片等多种领域。长描述
博查是一个给AI用的搜索引擎,让你的AI应用从近百亿网页和生态内容源中获取高质量的世界知识,涵盖天气、新闻、百科、医疗、火车票、图片等多种领域。分类
网页搜索标签
搜索, 新闻, 天气, 百科Tools
Tool1: Bocha Web Search
详细描述
从博查搜索全网信息和网页链接,返回结果包括网页标题、网页URL、网页摘要、网站名称、网站图标、发布时间、图片链接等。调试所需要的参数
输入: - query: 搜索词(必填) - freshness: 搜索指定时间范围内的网页 (可选值 YYYY-MM-DD, YYYY-MM-DD..YYYY-MM-DD, noLimit, oneYear, oneMonth, oneWeek, oneDay. 默认为 noLimit) - count: 返回结果的条数 (1-50, 默认为 10)输出:
- 网页标题、网页链接、网页摘要、发布时间、网站名称
Tool2: Bocha AI Search
详细描述
在博查网页搜索的基础上,AI识别搜索词语义并额外返回垂直领域内容的结构化模态卡,例如天气卡、日历卡、百科卡等几十种模态卡,在语义识别、搜索结果时效性、内容丰富性等方面更好。调试所需要的参数
输入: - query: 搜索词(必填) - freshness: 搜索指定时间范围内的网页 (可选值 YYYY-MM-DD, YYYY-MM-DD..YYYY-MM-DD, noLimit, oneYear, oneMonth, oneWeek, oneDay. 默认为 noLimit) - count: 返回结果的条数 (1-50, 默认为 10)输出:
- 网页标题、网页链接、网页摘要、发布时间、网站名称、模态卡
可适配平台
方舟, python, Claude, Cursor等服务开通链接
您需要前往 博查AI开放平台,登陆后获取 API KEY。鉴权方式
API Key安装部署
步骤一:下载代码至本地
git clone git@github.com:BochaAI/bocha-search-mcp.git
步骤二: 在客户端中配置
Claude Desktop
On MacOS:~/Library/Application\ Support/Claude/claude_desktop_config.json
On Windows: %APPDATA%/Claude/claude_desktop_config.json
"mcpServers": {
"bocha-search-mcp": {
"command": "uv",
"args": [
"--directory",
"/path/to/bocha-search-mcp",
"run",
"bocha-search-mcp"
],
"env": {
"BOCHA_API_KEY": "sk-*"
}
}
}
步骤三: 在客户端中使用
步骤四: 调试本地服务(可选)
npx @modelcontextprotocol/inspector uv --directory /path/to/bocha-search-mcp run bocha-search-mcp
客户案例
目前博查已经累计服务3000+企业用户和20000+开发者用户,并且成为DeepSeek官方联网搜索供应方以及阿里、腾讯、字节官方推荐的搜索API,目前承接着国内60%以上AI应用的联网搜索请求。
博查的搜索内容源包括全网近百亿个网页,以及生态合作内容(含短视频、新闻、百科、天气、医疗、火车票、酒店、餐厅、景点、企业、学术等)。博查后续将会继续与各个平台在内容生态、智能体创作等方面开展共创合作,为博查用户的搜索问题提供丰富多彩的答案。
常见问题
Bocha Web Search API服务可以提供什么样的能力?
Bocha Web Search 提供全网通用搜索能力。您可以从博查搜索全网信息和网页链接,返回结果包括网页标题、网页URL、网页摘要、网站名称、网站图标、发布时间、图片链接等,每次搜索结果返回的网页最多支持50条(count50)。传统搜索引擎使用的是关键字+竞价排名机制的搜索算法,搜索结果的目标不是直接为用户提供正确的答案,而是吸引用户点击以获得广告收入。
博查是基于多模态混合搜索与语义排序技术的新一代搜索引擎,支持AI应用场景的自然语言搜索方式,同时搜索结果目标是提供干净、准确、高质量的答案。
博查的语义排序技术基于Transformer架构,会根据搜索结果与用户问题的语义相关性进行排序。由于大模型同样是Transformer架构,通过判断上下文与用户问题的语义相关性进行取舍,因此最终大模型更加喜欢博查提供的搜索结果。
目前博查的搜索效果是国内最接近Bing Search API的搜索引擎,由于Bing Search API数据会出海(无国内Region)、价格昂贵(15美元/千次)且不提供文本摘要(只有50-100字的snippet),国内很多企业客户都已经从Bing切换至博查。
Bocha AI Search API 服务可以提供什么样的能力?
Bocha AI Search 在博查 Web Search 的基础上,AI识别搜索词语义并额外返回垂直领域内容的结构化模态卡,例如天气卡、日历卡、百科卡等几十种模态卡,在语义识别、搜索结果时效性、内容丰富性等方面更好。目前支持的模态卡类型包括:天气、百科、医疗、万年历、火车、星座属相、贵金属、汇率、油价、手机、股票、汽车等。
以股票信息为例,网页中一般无法获取到实时的股票数据,需要结构化模态卡来支撑。博查AI Search API可以在提供网页信息的基础上,额外输出股价的结构化数据模态卡,通过模态卡提供的结构化数据,可以进一步增强AI应用中用户对于时效性问题的回答准确性。29:["$","div",null,{"className":"my-8 pb-8 h-full max-w-5xl mx-auto","children":["$","div",null,{"className":"grid grid-cols-1 md:grid-cols-3 gap-6","children":["$","$L30",null,{"mcp":{"id":"mcp_dMAh9BJ2Kb2I","name":"Bocha Search","description":"Integrates with Bocha, a Chinese search engine, to provide web search capabilities with rich structured data from billions of documents across multiple domains and languages.","logo":"https://avatars.githubusercontent.com/bochaai","banner_url":null,"stars":3,"downloads":0,"categories":["dev","design","workplace","file","ai","search","web","frontend","api","infrastructure"],"isRecommended":false,"created_at":"2025-04-17T01:24:46.887622+00:00","updated_at":"2025-04-17T06:04:50.176145+00:00","author":"bochaai","average_rating":0,"total_ratings":0,"github_url":"https://github.com/bochaai/bocha-search-mcp","commit":"285bf40","official":false,"bundler_compatible":false,"mcp_language":1,"slug":"bochaai-bocha-search","website":"https://open.bochaai.com","is_sse":false,"summary":"Bocha Search MCP provides integration with Bocha, a Chinese search engine for AI, enabling AI assistants to perform web searches and retrieve enhanced search details from billions of documents. Developed by kunkun, this Python-based server implementation offers two primary tools: bocha_web_search for retrieving standard search results including titles, URLs, summaries, and publication dates; and bocha_ai_search for semantic search with additional structured modal cards from vertical domains like weather, news, wikis, healthcare, and more. The server requires a Bocha API key and handles authentication, request formatting, and error handling, making it particularly useful for applications needing multilingual search capabilities with rich structured data.","reviews":[],"sse_url":null,"sse_auth_url":null,"client_platform":null,"server_slug":"bochaai-bocha-search","author_name":"bochaai","readme_content":"$31","repo_metadata":{"full_name":"BochaAI/bocha-search-mcp","description":"Bocha Search MCP Server.","stars":176,"forks":27,"license":null,"updated_at":"2026-08-20T08:01:54Z"},"availableActions":[{"name":"Bocha Web Search","description":"从博查搜索全网信息和网页链接,返回结果包括网页标题、网页URL、网页摘要、网站名称、网站图标、发布时间、图片链接等。参数: query (必填), freshness (可选), count (1-50, 默认为10)","parameters":[]},{"name":"Bocha AI Search","description":"在博查网页搜索的基础上,AI识别搜索词语义并额外返回垂直领域内容的结构化模态卡,例如天气卡、日历卡、百科卡等几十种模态卡。参数: query (必填), freshness (可选), count (1-50, 默认为10)","parameters":[]}],"inferred_config":{"linux":{"env":{"BOCHA_API_KEY":"sk-"},"args":["--directory","/path/to/bocha-search-mcp","run","bocha-search-mcp"],"command":"uv"},"macos":{"env":{"BOCHA_API_KEY":"sk-"},"args":["--directory","/path/to/bocha-search-mcp","run","bocha-search-mcp"],"command":"uv"},"windows":{"env":{"BOCHA_API_KEY":"sk-*"},"args":["--direct
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