Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
Google Trends Scraper API - Interest Over Time, Related Queries
Overview
Description from the maker (original English)
Google Trends Scraper API: Interest and Trending Now
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi3 of 3 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
- You need to fill in: Authorization
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 3 of 3 passed
- Runs on the maker’s server: what you ask it goes through their server.
- You fill in yourself:
Authorization
Values marked secret are keys to your account. Never share them or paste them into a chat.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http google-trends-api-scraper 'https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-scraper' --header 'Authorization: your-value'Fill in the empty values before running it.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"google-trends-api-scraper": {
"url": "https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-scraper",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"google-trends-api-scraper": {
"type": "http",
"url": "https://mcp.apify.com/?tools=anshumanatrey/google-trends-api-scraper",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Values you fill in
Authorizationsecret required HTTP headerApify API token, as 'Bearer '. Runs bill to this account.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
The server asks you to sign in before it lists its tools.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account AnshumanAtrey, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- ✓ Pass
Endpoint responds
Responded in 24 ms (HTTP 401)
- ✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32655 servers in this category
- Published to the registry more recently than 80% of the other 32655 servers in this category
- Basic checks equal to or better than 100% of the other 32655 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Google Trends Scraper API - Interest Over Time, Related Queries safe?
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
You need to fill in: Authorization
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.0.9) reached the registry 8 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, SuperCollider
Alternatives
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.
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README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Google Trends Scraper API - Interest Over Time, Related Queries
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.
What does it do?
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.
- Interest over time. Google's 0 to 100 series for the keyword. Google picks the step from the time period: minutes for the past hour, hours for the past 7 days, days for 3 months, weeks for 12 months. It goes back to 2004, and a custom period takes any two dates. Every point has a UTC date, and the last one says when it is still partial.
- Compare up to 5 keywords. The keywords go to Google in one request, like typing them side by side on trends.google.com, so every value shares one scale. Google's own average for each keyword comes with them.
- Interest by region. Which countries, states or provinces, or cities search for the keyword most. Regions Google has no data for are left out instead of filled with zeros.
- Related queries, top and rising. Up to 25 top and 25 rising searches, with Google's growth labels such as "Breakout" and "+2,650%".
- Trending Now. Every Google trending search in a country over the past 4, 24 or 48 hours or 7 days, not only the 10 in Google's RSS feed. Each one has its search volume, growth, start and end time, topics, the searches Google groups under it and news articles about it. If Google's full list does not answer, the actor falls back to the RSS feed and says so in the run summary.
- Suggestions. The topics Google matches a word to, each with its id. For
bitcoin: Bitcoin (Cryptocurrency), Blockchain.com, Cryptocurrency ATM and 2 more. - Any Google search, place, time and subject. Web, News, Images, YouTube or Shopping search. Worldwide or one country. Any of Google's 1,427 categories.
How is it different from other Google Trends scrapers?
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:
- You pay only for keywords that came back. When Google has too little search data for a keyword, or still throttles it after a retry and two fresh sessions, the keyword is not saved and costs nothing. The run summary names it and says why. When one part of a row is empty, for example related queries for a rare word, the row lists it in
missingand 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).
When should I use it?
- SEO and content: find rising queries around a topic before they peak, and pick between two phrasings by comparing them.
- Market and product research: compare brands or products on one scale over 12 months or 5 years, and see which states or countries search most.
- Newsrooms and social teams: pull every Trending Now search for a country every hour, with the news articles behind each one.
- Finance and research models: a weekly or daily interest series as a signal for crypto, stocks, elections or product launches.
- AI agents: answer "is interest in X rising?" with Google's real series, through the Apify API or the Apify MCP server.
- Academic research: a dated record of search interest back to 2004.
How much does it cost to scrape Google Trends?
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.
How does the price compare with other Google Trends scrapers?
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).
- Job 1: one keyword, United States, past 12 months, with interest over time, interest by state and related queries.
- Job 2: 10 such keywords, in as few runs as each actor allows.
| 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
Only the beginning is shown; read the rest in the repo