Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Google, Bing, DuckDuckGo and Google Maps search results, free without an API key.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
LITESCRAPE_API_KEY, Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"litescrape": {
"command": "npx",
"args": [
"-y",
"litescrape-mcp-server"
],
"env": {
"LITESCRAPE_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http litescrape https://mcp.litescrape.com/mcp --header 'Authorization: your-value'claude mcp add litescrape --env LITESCRAPE_API_KEY=your-value -- npx -y litescrape-mcp-server运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"litescrape": {
"url": "https://mcp.litescrape.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"litescrape": {
"command": "npx",
"args": [
"-y",
"litescrape-mcp-server"
],
"env": {
"LITESCRAPE_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"litescrape": {
"type": "http",
"url": "https://mcp.litescrape.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"litescrape": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"litescrape-mcp-server"
],
"env": {
"LITESCRAPE_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过域名 litescrape.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:LITESCRAPE_API_KEY, Authorization
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.2.0)于2个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Google Search, Bing, DuckDuckGo and Google Maps results for any MCP client, free and without an API key. Add a key for the rest of the Litescrape catalog (Google AI Mode, AI Overview, Shopping and Reviews, plus Brave, Yandex, Baidu, Naver, Yahoo, YouTube, app stores, Amazon, eBay and other retailers, Zillow and other real-estate sites, job boards, TikTok, Instagram, X, Facebook and web page capture) and to lift every limit.
Results come straight from each site's own pages as structured JSON, through the Litescrape API. Links are real destinations, never redirects, and nothing is cached: every call runs fresh.
No account, no key, one line.
Claude Code
claude mcp add litescrape -- npx -y litescrape-mcp-server
Cursor, Windsurf, Claude Desktop, Codex, Gemini CLI and most other clients (mcp.json, claude_desktop_config.json, or the client's MCP settings)
{
"mcpServers": { "litescrape": { "command": "npx", "args": ["-y", "litescrape-mcp-server"] } } }
VS Code
code --add-mcp '{"name":"litescrape","command":"npx","args":["-y","litescrape-mcp-server"]}'
Codex CLI
codex mcp add litescrape -- npx -y litescrape-mcp-server
Gemini CLI
gemini mcp add litescrape npx -y litescrape-mcp-server
Requires Node.js 20 or newer.
Hosted, nothing to install: clients that connect to remote servers can use https://mcp.litescrape.com/mcp instead. Same tools, same free allowance; send an API key as Authorization: Bearer ls_live_... to unlock the rest.
claude mcp add --transport http litescrape https://mcp.litescrape.com/mcp
| Tool | Returns | Free calls per network per UTC day |
|---|---|---|
google_search | The full Google results page: organic results, Knowledge Graph, AI Overview, ads, related questions and every other module Google served | 25 |
bing_search | Bing organic results, answer boxes, Knowledge Graph, Copilot answer and more | 50 |
duckduckgo_search | DuckDuckGo organic results with region, safety and date filters | 50 |
google_maps | Google Maps places (name, address, rating, hours, phone, website, coordinates) or one exact place | 50 |
One call runs at a time per network, and failed calls never count. When a limit is reached, the tool result says so and tells the model exactly how to add a key, so the agent can relay it to you.
A key unlocks every other tool (google_ai_mode, google_ai_overview, google_shopping, google_reviews, web_fetch and the rest of the catalog), removes the daily limits and allows concurrent calls. Get one at litescrape.com, then set LITESCRAPE_API_KEY in the server's environment:
{
"mcpServers": { "litescrape": { "command": "npx", "args": ["-y", "litescrape-mcp-server"], "env": { "LITESCRAPE_API_KEY": "ls_live_..." } } } }
With Claude Code: claude mcp add litescrape -e LITESCRAPE_API_KEY=ls_live_... -- npx -y litescrape-mcp-server
With the hosted endpoint: claude mcp add --transport http litescrape https://mcp.litescrape.com/mcp --header "Authorization: Bearer ls_live_..."
The server lists only the free tools, plus two that reach the rest of the catalog, so every session starts with a small tool list (about 5K tokens) whether or not it has a key:
| Tool | Key needed | What it does |
|---|---|---|
google_search | No | The full Google Search page; fast_mode returns organic results only, faster |
bing_search | No | Bing web search |
duckduckgo_search | No | DuckDuckGo web search |
google_maps | No | Google Maps places, or one exact place |
find_tools | No | Finds the Litescrape tools for a task described in plain language (q), best matches first with their input schemas, or fetches tools by names |
call_tool | Depends | Runs a tool from find_tools by name with its arguments; works without a key only for the free tools |
Tool names, descriptions and input schemas come from the Litescrape API itself (/api/tools), so they always match the endpoints.
Every other Litescrape endpoint is reachable through find_tools and call_tool, named after its route (/api/amazon/product is amazon_product) and taking that endpoint's parameters. Identifiers in one result (a place, product, video or user ID) are the input of the matching detail tool. find_tools works without a key too, so an agent can see what a key would unlock.
| Area | Tools |
|---|---|
| Search engines | google_images, google_local, google_ads, bing_images, brave_search, baidu_search, yandex_search, yandex_images, naver_search, yahoo_search, yahoo_images, youtube_search, youtube_channel |
| AI answers | google_ai_mode, google_ai_overview, google_gemini, brave_ai_mode, naver_ai_overview, copilot_chat_completions |
| Maps, places and travel | google_reviews, google_maps_posts, google_maps_photo_meta, google_maps_popular_times, google_contributor_reviews, apple_maps_places, apple_maps_reviews, bing_maps, duckduckgo_maps, tripadvisor_search, tripadvisor_place, tripadvisor_reviews, yelp_search, yelp_place, yelp_reviews, airbnb_search, eventbrite_search |
| Shopping | google_shopping, google_shopping_product, google_shopping_merchant_urls, bing_shopping, bing_product, ebay_search, ebay_product, ebay_seller, amazon_search, amazon_product, amazon_autocomplete, amazon_featured_reviews, amazon_media_reviews, and _search plus _product for walmart, homedepot, target, etsy, bestbuy, wayfair, aliexpress, kroger, sprouts, wholefoods and ikea |
| App stores | google_play_apps, google_play_games, google_play_books, google_play_movies, google_play_product, google_play_reviews, apple_app_store_search, apple_app_store_product, apple_app_store_reviews |
| Jobs | `
只显示了开头部分;其余内容请在仓库中阅读