Context7
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作者提供的说明(英文原文)
Pay-per-call keyword research via Apify: autocomplete, volume, CPC, difficulty, ideas, Google Trends
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。
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。
在终端中运行这条命令
claude mcp add --transport http keyword-research 'https://mcp.apify.com/?tools=fairfetch/keyword-research-mcp' --header 'Authorization: your-value'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": {
"keyword-research": {
"url": "https://mcp.apify.com/?tools=fairfetch/keyword-research-mcp",
"headers": {
"Authorization": "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": {
"keyword-research": {
"type": "http",
"url": "https://mcp.apify.com/?tools=fairfetch/keyword-research-mcp",
"headers": {
"Authorization": "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。
服务器要求先登录,才会列出它的工具。
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7日
注册名称已通过 GitHub 账户 fairfetch-data 验证,该账户拥有此仓库
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
在 118 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
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 3 项适用的基础检查中通过了 3 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:Authorization
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于11天前进入注册中心。
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
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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。
A remote MCP server with six read-only keyword research tools that Claude, Cursor, VS Code and other MCP clients and AI agents can call: Google, YouTube and Bing autocomplete; keyword search volume, CPC, competition, keyword difficulty and search intent; keyword ideas; and Google Trends (interest over time, related queries, trending searches).
It runs on Apify as the Actor fairfetch/keyword-research-mcp, published by fairfetch, an independent developer on Apify Store. You pay per call through your Apify account. There is no subscription, and you don't need an Ahrefs, Semrush, Google Ads or DataForSEO account.
This repository holds only the listing: this README, server.json for the MCP Registry, and the icon. The server's source code is not published.
| Tool | What one call returns | Price |
|---|---|---|
search_suggestions | Autocomplete suggestions from Google, YouTube and Bing for 1-10 seeds, optionally expanded with a-z/0-9 or question words | $0.002 per query (one seed on one engine = 1 query; a-z expansion = 37 queries per seed and engine) |
keyword_metrics | Search volume, CPC, competition, keyword difficulty, search intent and trend for 1-200 keywords | $0.10 per 25 keywords with data (1-25 keywords = 1 block, 26-50 = 2 ...) |
keyword_ideas | Up to 200 keyword ideas for one seed (longer keywords that contain it, or Google's related searches) with the same metrics | $0.12 per 50 keywords returned |
google_trends_interest | Google Trends interest over time for 1-5 terms on one scale, optionally by region | $0.02 per call |
google_trends_related | Google Trends top and rising related queries for one term | $0.02 per call |
google_trending_now | Trending searches in a country or region in the last 4, 24, 48 or 168 hours | $0.01 per call |
Prices as read from the Apify API on 27 Oct 2026; the pricing on the Actor's Apify page is authoritative. Failed calls, invalid arguments and calls without data cost nothing, and keywords without data are not counted. Arguments, output fields and examples of every tool are documented on the Actor's Apify page.
| Example | Charges |
|---|---|
| Autocomplete for 5 seeds on Google | $0.01 |
| Autocomplete for 1 seed on Google, YouTube and Bing with a-z expansion (111 queries) | about $0.22 |
| Search volume and difficulty for 20 keywords | $0.10 |
| Search volume and difficulty for 100 keywords | $0.40 |
| 50 keyword ideas for one seed | $0.12 |
| Google Trends: compare 5 terms over 5 years | $0.02 |
| A research session: 3 autocomplete calls, 40 keywords checked, 50 ideas, one Trends comparison, related queries | about $0.37 |
Apify platform usage, on top of these prices. The server runs in Apify's Standby mode, and for Standby Actors Apify bills your account for the server's platform usage:
Each call is bounded by the tool's own argument limits. The most a single call can cost at today's prices:
| Tool | Largest single call | Cost |
|---|---|---|
search_suggestions | 120 queries, the per-call maximum | $0.24 |
keyword_metrics | 200 keywords, all with data (8 blocks) | $0.80 |
keyword_ideas | 200 ideas (4 blocks) | $0.48 |
google_trends_interest | one call | $0.02 |
google_trends_related | one call | $0.02 |
google_trending_now | one call | $0.01 |
An agent that keeps calling is not stopped by these limits. What limits its spending:
Add this URL as a remote MCP server (Streamable HTTP). Your client then asks you to sign in to Apify (OAuth) in your browser:
https://mcp.apify.com/?tools=fairfetch/keyword-research-mcp
Claude Code
claude mcp add --transport http keyword-research "https://mcp.apify.com/?tools=fairfetch/keyword-research-mcp"
Then run /mcp in Claude Code, pick keyword-research and sign in to Apify (or run claude mcp login keyword-research).
Claude apps: Settings > Connectors > Add custom connector, then paste the URL.
Cursor (~/.cursor/mcp.json, or .cursor/mcp.json in a project):
{
"mcpServers": { "keyword-research": { "url": "https://mcp.apify.com/?tools=fairfetch/keyword-research-mcp" } } }
VS Code: run MCP: Add Server, choose HTTP and paste the URL, or add to .vscode/mcp.json:
{
"servers": { "keyword-research": { "type": "http", "url": "https://mcp.apify.com/?tools=fairfetch/keyword-research-mcp" } } }
Through this URL the tools appear as fairfetch--keyword-research-mcp--search_suggestions and so on. Apify's OAuth sign-in gives the client access to your Apify account (Apify's OAuth offers a single scope, full API access). Clients without a browser can send the header Authorization: Bearer to this URL instead.
For headless agents and SDKs. This endpoint accepts an Apify API token only (no OAuth sign-in). Get a token in Apify Console > Settings > API & Integrations and send it as Authorization: Bearer :
https://fairfetch--keyword-research-mcp.apify.actor/mcp
Claude Code
claude mcp add --transport http keyword-research https://fairfetch--keyword-research-mcp.apify.actor/mcp \
--header "Authorization: Bearer YOUR_APIFY_TOKEN"
Cursor:
{
"mcpServers": { "keyword-research": { "url": "https://fairfetch--keyword-research-mcp.apify.actor/mcp", "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" } } } }
VS Code (.vscode/mcp.json; VS Code asks for the token and stores it securely):
{
"inputs": [ { "type": "promptString", "id": "apify-token", "description": "Apify API token", "password": true } ], "servers": { "keyword-research": { "type": "http", "url": "https://fairfetch--keyword-research-mcp.apify.actor/mcp", "headers": { "Authorization": "Bearer ${input:apify-token}" } } } }
Here the tool names have no prefix (search_suggestions ...), and a misspelled argument gets a free error that names it. Apify's hosted server (option 1) drops arguments a tool doesn't declare before it calls this server.
| Tool | Source |
|---|---|
search_suggestions | Google's and YouTube's suggestion service (the one Chrome's address bar uses) and Bing's OpenSearch suggestions |
keyword_metrics, keyword_ideas | DataForSEO Labs (Google): monthly Google Ads search volumes, CPC and bids from DataForSEO's keyword database, updated monthly; keyword difficulty and search intent are DataForSEO's estimates |
| Google Trends tools | Google Trends' public web endpoints, through Apify's residential proxy (see Legal) |
Keyword metrics and ideas cover 94 countries (not China or Russia); autocomplete and Google Trends work for any country (Bing: 34 markets).
The tools read public search suggestions and Google Trends statistics, and keyword statistics retrieved through the DataForSEO API. They do not log in anywhere or solve CAPTCHAs, and they collect no personal data. Suggestions and trending searches are generated from what many people search for and can include names of public figures and, rarely, other text you should handle with care.
How the Google Trends tools reach Google. Their requests go through Apify's residential proxy (Apify's datacenter proxy if residential isn't available) with a Chrome browser User-Agent, one at a time per IP address and about a second apart. When Google throttles a request (HTTP 429 or 403, or a redirect to its "unusual traffic" page), the request is retried from another IP address, up to 5 times. If neither proxy is available, the requests come from the server's own IP address instead, about 5 seconds apart, and a throttled request waits up to about a minute before each retry. Each IP address is also replaced after 30 requests, so that no single address carries a long series of requests. Google's cookies are kept when the IP address changes, and a connection whose cookie is still new can be given a cookie that Google has already accepted on another of the tools' connections. trends.google.com's robots.txt disallows only its /explore pages (/explore? and /trends/explore?), not the endpoints these tools use (/trends/api/..., /_/TrendsUi/data/batchexecute and /trending/rss).
The services' terms restrict automated access and reuse:
Amazon, eBay and DuckDuckGo autocomplete are not offered: their robots.txt or terms exclude automated or AI-agent access. You are responsible for how you use the data and for complying with the terms of these services and the laws that apply to you.
Not affiliated with or endorsed by Google, YouTube, Microsoft/Bing, DataF
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