fairfetch: web data tools for AI agents, priced per result

io.github.fairfetch-data由 GitHub 帳號 fairfetch-data 發布v1.0.0更新於 Oct 27, 2026

Google Trends & Ads Transparency Center, keywords, apps, jobs, events, docs, screenshots, groceries

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取檔案與儲存資料與分析

概覽

AI 產生的概覽

託管於 Apify 的 MCP 伺服器，打包十個 fairfetch 網頁資料擷取工具（Google Trends、關鍵字量、廣告、應用程式、職缺、文件、截圖、超市價格、活動），依結果計費。

可以做什麼
  • 擷取 Google Trends 熱度趨勢、地區分布、相關查詢與 Trending Now
  • 取得 Google Ads 關鍵字搜尋量、CPC、競爭度，以及廣告透明度中心中的廣告主廣告
  • 抓取 App Store 與 Google Play 應用程式、評分與評論，以及企業招募與遠端職缺
  • 將 URL 指向的 PDF、Office 檔案、CSV 與網頁轉為 Markdown 與純文字
  • 對網頁截圖或產生 PDF，支援整頁、行動裝置模擬與深色模式
  • 取得澳洲超市價格與 Eventbrite 活動資訊（含場地與票價區間）
適用情境
適合需要最新公開網頁資料進行研究、行銷或市場分析的場合，例如趨勢與關鍵字研究、競品廣告查核、應用程式與職缺市場掃描、文件轉換、頁面截圖、活動與價格查詢，不必自行撰寫爬蟲。
執行需求
遠端 Streamable HTTP 端點 mcp.apify.com，需在 URL 中列出 fairfetch 工具。需要 Apify 帳號：透過瀏覽器 OAuth 登入，或在無頭代理中送出 Authorization 標頭攜帶 Apify API 權杖。依用量付費，免費方案含少量每月額度。
安裝前請注意
每次呼叫都會產生費用：依結果計費並加收每次執行的啟動費，且透過此 MCP URL 沒有單次執行費用上限，一次大批量呼叫可能花費數十甚至上百美元。連接代理前請先在 Apify 帳號設定用量上限。Authorization 權杖可存取你的 Apify 帳號。部分資料來源限制自動存取，資料使用方式由你負責。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 fairfetch: web data tools for AI agents, priced per result，將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.fairfetch-data%2Ffairfetch-mcp/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "fairfetch-web-data-tools-for-ai-agents-p": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=fairfetch/google-trends-scraper,fairfetch/keyword-search-volume,fairfetch/google-ads-transparency-scraper,fairfetch/app-store-google-play-scraper,fairfetch/career-site-jobs-api,fairfetch/remote-jobs-scraper,fairfetch/document-to-markdown,fairfetch/website-screenshot-api,fairfetch/au-supermarket-prices,fairfetch/eventbrite-events-scraper"
    }
  }
}

README

[fairfetch]

fairfetch MCP tools: web data for AI agents, priced per result

10 data tools by fairfetch, an independent developer on Apify Store. Each tool is an Apify Actor; Apify's hosted MCP server makes them available to Claude, Cursor, VS Code and other MCP clients. You pay per result returned, plus a small start fee per run. There is no subscription and no platform usage fee on top. Apify handles sign-in, billing and the servers.

Tools

Tool (Apify Actor)What it returnsPrice per resultPer run
fairfetch/google-trends-scraperGoogle Trends: interest over time, by region or city, related queries, up to 5 terms compared, Trending Now$0.30 / 1,000 rows$0.00005
fairfetch/keyword-search-volumeGoogle Ads keyword data (via DataForSEO): monthly search volume, CPC, competition, 12-month trend, keyword ideas$6 / 1,000 keywords, $0.10 per fresh lookup of up to 1,000 keywords$0.00005
fairfetch/google-ads-transparency-scraperGoogle Ads Transparency Center: an advertiser's ads with image and YouTube links, dates, regions, EU reach, ad text where Google shows it$2 / 1,000 ads$0.00005
fairfetch/app-store-google-play-scraperApp Store and Google Play apps, ratings, reviews (no reviewer names or IDs), search results and top charts$1.50 / 1,000 apps, $0.10 / 1,000 reviews$0.00005
fairfetch/career-site-jobs-apiCompany job boards on Greenhouse, Lever, Ashby, Workday and SmartRecruiters, with new/closed job tracking$1.50 / 1,000 jobs$0.0005
fairfetch/remote-jobs-scraperRemote jobs from Remote OK and Jobicy in one schema, de-duplicated, with new/closed job tracking$1 / 1,000 jobs$0.0005
fairfetch/document-to-markdownPDF, Word, PowerPoint, Excel, CSV and web pages from URLs to Markdown and text (no OCR for scanned PDFs)$2 / 1,000 documents, $0.10 / 1,000 pages (PDF page or slide with text, or 1,000 spreadsheet rows)$0.00005
fairfetch/website-screenshot-apiScreenshots (PNG, JPEG) or PDFs of public web pages: full page, mobile emulation, dark mode, cookie banners hidden$3 / 1,000 screenshots, $10 / 1,000 full-page screenshots or PDFs$0.0051 ($0.005 run start + $0.0001 Apify start fee at 2 GB)
fairfetch/au-supermarket-pricesColes, Woolworths and ALDI Australia prices, specials and unit prices, with change tracking$1.50 / 1,000 products, $0.30 / 1,000 products checked in only-changes mode$0.00005
fairfetch/eventbrite-events-scraperEventbrite events by city or online, keyword, category and date, with venues and ticket price ranges$2.50 / 1,000 events, $4 / 1,000 events with event-page details$0.00005

Prices as read from the Apify API on 30 Oct 2026; the pricing on each tool's Apify page is authoritative. "Per run" is charged once per run: Apify's standard start fee (one per GB of run memory, at the tool's default memory, which is what MCP calls use) plus the tool's own run-start fee where it has one.

All tools return structured JSON rows whose fields are documented on each tool's Apify page, don't charge result prices for failed inputs (not found, blocked, invalid), and run with Apify's limited permissions.

Cost control: read this before giving an agent these tools

Through this MCP URL there is no per-run cost cap. Apify starts each tool call with the agent's input and the tool's default memory only, so the "maximum cost per run" (maxTotalChargeUsd) that you can set for runs in Apify Console or the API doesn't apply. What limits spending:

  1. Your Apify account's usage limit. Set it before connecting an agent: Apify Console > Billing > Limits. Apify suspends platform services for the account when the limit is reached.
  2. A prepaid agent token (see below) can't spend more than its balance.
  3. Each tool's own input limits. An agent can put many terms, URLs or companies into one call, and costs grow with them. The main limits, and the cost of a large single call at today's prices:
ToolInput fields that bound a callExample of a large call
google-trends-scrapermaxItems caps rows per run (default 0 = no cap); rows grow with terms, regions and time range10 terms over 5 years, interest over time only (2,610 rows): about $0.78
keyword-search-volumekeywords: up to 20,000 per run; maxIdeas: default 100, up to 5,000 (ideas are off by default)20,000 keywords plus 5,000 keyword ideas (21 lookups): about $152.10
google-ads-transparency-scrapermaxAdsPerAdvertiser: default 100, up to 50,000 per entry in advertisers; maxAdvertisersPerName: default 1, up to 10one advertiser at the 50,000-ad maximum: about $100
app-store-google-play-scrapermaxResultsPerSearch: default 20, up to 200; maxAppsPerChart: default 100, up to 200; maxReviewsPerApp: default 100, up to 100,000 (reviews are off by default)one Google Play app with 100,000 reviews: about $10
career-site-jobs-apimaxJobsPerCompany (default 0 = every open job) for each entry in companiesevery open job at a 731-role company (Stripe, tested): about $1.10
remote-jobs-scrapermaxJobs (default 0 = every job on the boards)every job on both boards (about 920 on 18 Oct 2026): about $0.92
document-to-markdownone document per entry in urls; maxPages per document (default 0 = all, up to 10,000); maxFileSizeMb (default 50)100 PDFs of 100 pages: about $1.20
website-screenshot-apione capture per entry in urls (no count limit)1,000 full-page screenshots: about $10.01
au-supermarket-pricesmaxItemsPerQuery: default 30, up to 5,000 per query and supermarket (0 = all, up to 5,000)one query at 5,000 products from each of the 3 supermarkets: about $22.50
eventbrite-events-scrapermaxEventsPerSearch: default 100, up to 1,000; maxEvents (default 0 = no total cap)one search at 1,000 events with page details: about $4

For direct API or Console runs (not MCP), every tool also stops cleanly at the maximum cost per run you set and keeps the results returned up to then.

Connect

MCP server URL (Streamable HTTP):

https://mcp.apify.com/?tools=fairfetch/google-trends-scraper,fairfetch/keyword-search-volume,fairfetch/google-ads-transparency-scraper,fairfetch/app-store-google-play-scraper,fairfetch/career-site-jobs-api,fairfetch/remote-jobs-scraper,fairfetch/document-to-markdown,fairfetch/website-screenshot-api,fairfetch/au-supermarket-prices,fairfetch/eventbrite-events-scraper

Claude Code

bash
claude mcp add --transport http fairfetch "https://mcp.apify.com/?tools=fairfetch/google-trends-scraper,fairfetch/keyword-search-volume,fairfetch/google-ads-transparency-scraper,fairfetch/app-store-google-play-scraper,fairfetch/career-site-jobs-api,fairfetch/remote-jobs-scraper,fairfetch/document-to-markdown,fairfetch/website-screenshot-api,fairfetch/au-supermarket-prices,fairfetch/eventbrite-events-scraper"

Then run /mcp in Claude Code, pick fairfetch and sign in to Apify (or run claude mcp login fairfetch).

Cursor (~/.cursor/mcp.json, or .cursor/mcp.json in a project):

json
{  "mcpServers": {    "fairfetch": {      "url": "https://mcp.apify.com/?tools=fairfetch/google-trends-scraper,fairfetch/keyword-search-volume,fairfetch/google-ads-transparency-scraper,fairfetch/app-store-google-play-scraper,fairfetch/career-site-jobs-api,fairfetch/remote-jobs-scraper,fairfetch/document-to-markdown,fairfetch/website-screenshot-api,fairfetch/au-supermarket-prices,fairfetch/eventbrite-events-scraper"    }  }}

Other MCP clients: add a remote (Streamable HTTP) server with the URL above. In VS Code, run MCP: Add Server and choose HTTP. In the Claude apps, use Settings > Connectors > Add custom connector.

To load only some tools, keep just those Actors in the tools= list, e.g. https://mcp.apify.com/?tools=fairfetch/google-trends-scraper.

Authentication. By default you sign in to Apify (OAuth) in your browser: most clients start the sign-in when you first connect, and Claude Code starts it from /mcp as shown above. For headless agents, send the header Authorization: Bearer <APIFY_TOKEN> with a token from Apify Console > Settings > API & Integrations. Apify's free plan includes $5 of platform usage per month (pricing).

Agents without an Apify account can pay with x402 or MPP and get a temporary, prepaid Apify token to use as the Bearer token. Apify marks this as experimental; see its agentic payments docs.

About

fairfetch is one developer publishing on Apify Store. The tools read public web pages, feeds and APIs without logging in to those sites (keyword data comes from the DataForSEO API). They are not affiliated with or endorsed by Google, DataForSEO, Apple, Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Remote OK, Jobicy, Coles, Woolworths, ALDI or Eventbrite; those names only describe where the data comes from. Some sources' terms restrict automated access: each tool's Apify page has a Legal section, and you are responsible for how you use the data.

Questions, bugs and feature requests: the Issues tab on each tool's Apify page. This repository only holds the listing, so its own issue tracker is turned off.

MIT licensed (this repository contains only documentation, configuration and the icon).

來源：README.md，提交 565539b

工具

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版本歷史

1
  1. v1.0.0最新Oct 23, 2026

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