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

io.github.fairfetch-data由 GitHub 账号 fairfetch-data 发布v1.0.0更新于 Oct 27, 2026

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

已验证Streamable HTTP可网页运行网页搜索与抓取文件与存储数据与分析

概览

AI 生成的概览

托管在 Apify 上的 MCP 服务器，打包十个 fairfetch 网页数据采集工具（Google Trends、关键词量、广告、应用、职位、文档、截图、超市价格、活动），按结果计费。

可以做什么
  • 采集 Google Trends 热度趋势、地区分布、相关查询和 Trending Now
  • 获取 Google Ads 关键词搜索量、CPC、竞争度，以及广告透明度中心中的广告主广告
  • 抓取 App Store 与 Google Play 应用、评分和评论，以及企业招聘与远程职位
  • 把 URL 指向的 PDF、Office 文件、CSV 和网页转换为 Markdown 与纯文本
  • 对网页截图或生成 PDF，支持整页、移动端模拟和深色模式
  • 获取澳洲超市价格与 Eventbrite 活动信息（含场地和票价区间）
适用场景
适合需要最新公开网页数据做调研、营销或市场分析的场景，例如趋势与关键词研究、竞品广告核查、应用与招聘市场扫描、文档转换、页面截图、活动与价格查询，无需自行编写爬虫。
运行要求
远程 Streamable HTTP 端点 mcp.apify.com，需在 URL 中列出 fairfetch 工具。需要 Apify 账号：通过浏览器 OAuth 登录，或在无头代理中发送 Authorization 头携带 Apify API 令牌。按用量付费，免费套餐含少量每月额度。
安装前请注意
每次调用都会产生费用：按结果计费并加收每次运行的启动费，且通过该 MCP URL 没有单次运行费用上限，一次大批量调用可能花费数十甚至上百美元。连接代理前请先在 Apify 账户设置用量上限。Authorization 令牌可访问你的 Apify 账户。部分数据源限制自动访问，数据使用方式由你负责。

安装

在 SourceWeft 中

  1. 打开 控制台中的 fairfetch: web data tools for AI agents, priced per result，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.fairfetch-data%2Ffairfetch-mcp/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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).

来源：README.md，提交 565539b

工具

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版本历史

1
  1. v1.0.0最新Oct 23, 2026

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