Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Google Trends Scraper API: Interest and Trending Now
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 google-trends-api-scraper 'https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-scraper' --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": {
"google-trends-api-scraper": {
"url": "https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-scraper",
"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": {
"google-trends-api-scraper": {
"type": "http",
"url": "https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-scraper",
"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 必填 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 AnshumanAtrey 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 24 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(1.0.9)于8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:Spec Driven Development, Remote Desktop Commander, Claude Checkpoint MCP
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
MCP server that checkpoints Claude Code session context to survive crashes and token limits
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 Trends scraper and unofficial Google Trends API with no Google account and no API key. Type keywords and get Google's search interest over time, a side-by-side comparison of up to 5 keywords, interest by country, state or city, the top and rising related queries, every Trending Now search with its news articles, and the topics Google matches a word to.
Use it as a pytrends alternative or a SerpApi Google Trends alternative: pull Google Trends in Python, JavaScript, n8n, Make or an AI agent through the Apify API or the Apify MCP server, and export the rows as JSON, CSV or Excel. $0.02 per keyword, $0.08 more for its related queries, $0.0009 per Trending Now search. No start fee, platform usage included. Only the keywords are required.
You type one or more keywords and press Start. Each keyword comes back as one dataset row with the same keys every time, so it drops straight into a spreadsheet, a database or an AI pipeline.
bitcoin: Bitcoin (Cryptocurrency), Blockchain.com, Cryptocurrency ATM and 2 more.We read the input schemas and READMEs of every Google Trends actor on the Apify Store with 40 or more users in the last 30 days, on 2026-09-24: 8 actors, two of them for Trending Now only. How many of the 8 offer each feature:
| Feature | Other Google Trends actors (of 8) | This actor |
|---|---|---|
| Compare 2 to 5 keywords on one scale | 4 (one of them through commas inside one search term) | Yes, as a plain list |
| Related queries, top and rising | 5 | Yes |
| Every Trending Now search, not only the 10 to 20 in Google's RSS feed | 3 | Yes |
| Every Trending Now search with its news articles | 1 | Yes, 0 to 10 articles per trend |
| Keyword data and Trending Now in one actor | 4 | Yes |
| Web, News, Images, YouTube and Shopping search | 3 | Yes |
| Custom date range | 3 | Yes |
| Topic suggestions (the topic ids Google matches a word to) | 1 | Yes |
| Start fee per run | 5 of 8 charge one | None |
| Platform usage billed to you on top of the price | 2 of 8 | No, included |
One more thing you only notice when something goes wrong:
missing and related queries are not charged, so an empty list never looks like Google's answer.Related topics are not included. The endpoints this actor uses sent an empty related-topics list in all 3 tries on 2026-09-24, while related queries came back full. apify's Google Trends Scraper did return related topics that day (run Wsjyg51mE7OXfXwOR).
Pay per event: $0.02 per keyword for interest over time and interest by region, $0.08 more per keyword for related queries (so $0.10 for a keyword with all three parts), $0.0009 per Trending Now search ($0.90 per 1,000) and $0.002 per keyword looked up for suggestions. No start fee, no monthly fee, platform usage included. On paid Apify plans every price is 10% less on Scale and 20% less on Business and above.
| Run | Charged | Price |
|---|---|---|
| The example input (2 keywords, past 12 months, worldwide, all three parts) | 2 keywords + 2 related queries | $0.20 |
| One keyword, interest over time and regions | 1 keyword | $0.02 |
| One keyword with related queries too | 1 keyword + 1 related queries | $0.10 |
| A comparison of 5 keywords (interest over time and regions) | 5 keywords | $0.10 |
| 100 keywords with all three parts | 100 keywords + 100 related queries | $10.00 |
| 1,000 keywords, interest over time only | 1,000 keywords | $20.00 |
| Trending Now, United States, past 24 hours (220 trends on 2026-09-24) | 220 trends | $0.198 |
| Trending Now, India, past 7 days (1,182 trends on 2026-09-24) | 1,182 trends | $1.06 |
| Suggestions for 10 keywords | 10 lookups | $0.02 |
| A run where Google returned no data | 0 | $0.00 |
A keyword costs the same whichever of interest over time and regions you ask for, and in a comparison each keyword counts once. Related queries are charged only when Google returns at least one. Apify's free plan includes $5 of monthly credit, which covers about 250 keywords with interest over time and regions, 50 keywords with related queries as well, or 5,500 Trending Now searches. Set a spending limit on a run for a hard cap: the actor does not start a keyword the remaining limit cannot pay for, stops cleanly when the limit is reached, and every row you paid for is saved.
The same jobs with every Google Trends actor on the Apify Store that had 40 or more users in the last 30 days on 2026-09-24, ordered by those users. Prices come from each actor's live pricing that day on the Apify free plan at its default memory (some start fees are charged per GB of memory). For apify's actor, whose platform usage is billed to you, we ran both jobs on our own account and quote the bill (note 1).
| Scraper | Job 1 | Job 2 | Start fee | Platform usage | Compare | Regions | Related queries | Trending Now | Failed or timed out, 30 days |
|---|---|---|---|---|---|---|---|---|---|
| This actor | $0.10 | $1.00 | None | Included | Yes, 2 to 5 | Yes | Yes | Yes, every trend | New |
| Google Trends Scraper by apify | $0.111 measured (1) | $0.72 for 3 of the 10, then stopped at 900 s (1) | None | Billed to you (default 4 GB) | Yes, commas inside one search term | Yes | Yes | No | 25.9% |
| Google Trends Scraper by data_xplorer | $0.022, without related queries | $0.22, 10 runs, without related queries | $0.02 | Included | No | Yes, inside one country | No | Yes, up to 1,000 | 0.2% |
| Google Trends Scraper by agenscrape | $0.125 | $0.35 | $0.10 (4 GB) | Included | No (2) | Yes | Yes | No | 0.1% |
| Google Trends Scraper - Interest, Regions & Queries by khadinakbar | about $0.77 + platform usage (3) | about $7.70 + platform usage, 2 runs | $0.00005 | Billed to you | Yes, 1 to 5 | Yes | Yes | Yes | 10.1% |
| Google Trends Daily Scraper - Real-Time Trending Keywords API by vnx0 | - | - | None | Included | - | - | - | Yes, RSS list | 0.1% |
| Google Trends Scraper - Interest, Regions & Trends by scrapesage | $0.004 | $0.04 | None | Included | Yes, 2 to 5 | Yes | Yes | Yes, every trend | 0.0% |
| Google Trends Scraper by automation-lab | $0.143 | $1.39, 2 runs | $0.005 | Included | Yes, 2 to 5 | Yes | Yes | Yes, RSS list | 0.8% |
| Google Trends Trending Now by data_xplorer | - | - | $0.02 | Included | - | - | - | Yes, every trend | 0.0% |
(1) Measured on our Apify account on 2026-09-24 with apify's default input and its default 4 GB of memory. One keyword (bitcoin, US) ran 300.7 seconds and billed $0.1077 of platform usage plus $0.003 for the result (run Wsjyg51mE7OXfXwOR). Ten keywords in one run hit the 900-second limit our test set, after saving 3 of them, and billed $0.709 of platform usage plus $0.009, or $0.24 per saved keyword (run abuI6GZ4QJjbmQ8qb; apify's own default time limit is 7 days). Its rows also carry related topics and city-level interest, which this actor does not return. Platform usage depends on your plan. (2) Its README suggests comparing up to 5 terms in one run. An open issue on its Issues tab reports that each keyword is fetched on its own scale. (3) It charges $0.005 per data point: 53 weekly values, 51 US regions and up to 50 related queries make about 154 points, counted from Google's own answers on 2026-09-24. It takes 1 to 5 keywords per run, and its default cap of 500 records per run has to be raised for job 2.
For one keyword with related queries, this actor costs less than apify, agenscrape, automation-lab and khadinakbar. For 10 keywords in one go, scrapesage ($0.04), data_xplorer without related queries ($0.22) and agenscrape ($0.35) cost less than this actor.
"Failed or timed out" is the share of each actor's runs in the last 30 days that ended FAILED or TIMED-OUT, from Apify's public run statistics. Timed-out runs include runs stopped by a time limit their caller set.
Trending Now on its own, every US trend of the past 24 hours (220 on 2026-09-24):
| Scraper | Per trend | Start fee | 220 US trends | News articles |
|---|---|---|---|---|
| This actor | $0.0009 | None | $0.198 | Yes, 0 to 10 per trend |
| data_xplorer's Google Trends Scraper | $0.002 per row, and the whole list is one row (per its README example) | $0.02 | $0.022 | No |
| scrapesage | $0.0015 | None | $0.33 | Yes |
| data_xplorer's Google Trends Trending Now | $0.001 | $0.02 | $0.24 | No |
| automation-lab | $0.00115 | $0.005 | RSS list only: 10 to 20 trends for $0.017 to $0.028 (its README says about 20; Google's US feed had 10 on 2026-09-24) | Yes |
| vnx0 | $0.00
只显示了开头部分;其余内容请在仓库中阅读