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

io.github.fairfetch-dataPublished by GitHub account fairfetch-datav1.0.0Updated Oct 27, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingFiles & StorageData & Analytics

Overview

AI-generated overview

Hosted Apify MCP server bundling ten fairfetch web-data scrapers — Google Trends, keyword volume, ads, apps, jobs, documents, screenshots, groceries and…

What you can do
  • Collect Google Trends interest, regions, related queries and Trending Now
  • Fetch Google Ads keyword volume, CPC and competition, and advertiser ads from the Ads Transparency Center
  • Gather App Store and Google Play listings, ratings and reviews, plus company and remote job postings
  • Convert PDFs, Office files, CSV and web pages from URLs into Markdown and text
  • Capture website screenshots or PDFs, with full-page, mobile and dark-mode options
  • Pull Australian supermarket prices and Eventbrite events with venues and ticket ranges
When to use it
Use it when an assistant needs fresh public web data for research, marketing or market analysis — trend and keyword research, competitor ad checks, app and job-market scans, document conversion, page captures or event and price lookups — without building scrapers yourself.
Requirements
Remote Streamable HTTP endpoint at mcp.apify.com with the fairfetch tools listed in the URL. An Apify account is required: sign in via OAuth in the browser, or send an Authorization Bearer token with an Apify API token for headless agents. Paid Apify usage; a free plan includes a small monthly credit.
Before you install
Every call costs money: per result plus a per-run start fee, and there is no per-run cost cap through this MCP URL, so a single large call can cost tens or hundreds of dollars. Set an Apify account usage limit before connecting an agent. The Authorization token grants access to your Apify account. Some sources restrict automated access, and you are responsible for how the data is used.

Installation

In SourceWeft

  1. Open fairfetch: web data tools for AI agents, priced per result in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.fairfetch-data%2Ffairfetch-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "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).

Source: README.md at commit 565539b

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestOct 23, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
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  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

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