Web Scraping MCP Servers
Discover Web Scraping MCP servers for AI agents. Browse, compare and install Model Context Protocol servers for Claude, Cursor, VS Code and more.
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Lemmy Scraper (Apify Actor)
Web Scraping
Lemmy posts and comments scraper: get posts, comments and communities from any Lemmy instance public API (default lemmy.world), search Lemmy communities and posts. No login. $0.25 per 1,000 results. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/lemmy-scraper-posts-comments-communities).
UK Planning Applications Feed (Apify Actor)
Web Scraping
Search UK planning applications by council, postcode radius, keyword and date range: reference, address, description, status, dates, link and lat/lng. Data from UK PlanIt, no key. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/uk-planning-applications-feed).
Recipe URL Extractor (Apify Actor)
Web Scraping
Paste recipe page URLs, get clean JSON: ingredients (qty, unit, item), steps, prep/cook/total minutes, servings, nutrition, image, rating. Reads schema.org Recipe data, honours robots.txt. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/recipe-url-extractor).
Hacker News Jobs Scraper (Apify Actor)
Web Scraping
Input {"keyword":"python","remoteOnly":true,"maxRows":100} returns HN Who is Hiring jobs (company, role, location, salary, visa, apply link) as JSON. $2 per 1,000 rows. Latest thread by default. No login. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/hn-whoishiring-parser).
iOS App Store Reviews Scraper (Apify Actor)
Web Scraping
Download Apple App Store reviews and ratings for any iOS app by app ID, bundle ID or URL, per country, as JSON/CSV/Excel. Also returns app details (developer, price, rating count, version). $0.10 per 1,000 reviews. No API key. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/appstore-reviews-rss).
Sitemap Extractor (Apify Actor)
Web Scraping
Follows nested sitemap indexes, reads .gz, finds sitemaps via robots.txt, returns every URL with lastmod. Bad URLs never fail the run. $0.40 per 1,000 URLs. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/sitemap-extractor-plus).
We Work Remotely Jobs Scraper (Apify Actor)
Web Scraping
Get We Work Remotely job listings by category, keyword, region and job type: title, company, region, skills, posted date, description. $0.004 per job. No API key. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/wwr-remote-jobs-feed).
Legal Notice / Impressum / Imprint Extractor (Apify Actor)
Web Scraping
Paste website URLs, get each site's legal notice (impressum, imprint, mentions lΓ©gales): company name, legal form, address, VAT ID, HRB/Firmenbuch/RCS number, phone, role mailbox. $0.005 per site with a result, failures free. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/legal-notice-extractor).
Bluesky Posts, Profile & Followers Scraper (Apify Actor)
Web Scraping
Scrape Bluesky user posts, profiles, followers and follows from the public API. No login. Flat rows, $0.001 per result, failed requests free. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/bluesky-posts-profile-scraper).
DeviantArt Scraper (Apify Actor)
Web Scraping
Search DeviantArt by keyword, tag or artist and export artwork rows: title, artist, URL, image, tags, date, rating. Reads the public RSS feed, no login, no API key. $0.0025 per artwork. Runs as an Apify Actor, callable from MCP clients via the Apify MCP server (https://mcp.apify.com/?actors=pennydata/deviantart-rss-search).
Jobs Data Intelligence
Web Scraping
Live job listings from 19 boards and applicant tracking systems (Greenhouse, Lever, Ashby, Workday, EURES). No login.
Reddit: Posts, Search, Comments & History
Web Scraping
Reddit feeds, keyword search with exact date ranges, comment threads and archived history. No Reddit login.
EluxAI
Web Scraping
EluxAI is a Canadian AI company building agentic tools in Vaughan.
JevModel
Web Scraping
TypeSafe AI decision API for routing, moderation, and scoring.
Bruster
Web Scraping
Native webview browser automation for AI agents. Rust-powered, with JSON-lines control and a built-in MCP server. Runs on macOS, Linux, and Windows.
Shopify Data MCP (MRSLM Data)
Web Scraping
MCP server for AI agents: search products, prices, stock and collections in any public Shopify store, detect store tech stack, read Shopify App Store app info, and extract product data from any product page. $5 per 1,000 tool calls via Apify; no store API key.
Scraping Daddy
Web Scraping
Access structured public data from YouTube, TikTok, Instagram, Reddit, X, Facebook, Google Maps and more through an OAuth-authenticated MCP server.
ScrapingBee
Web Scraping
Fetch any web page as text, markdown, HTML or a screenshot with JavaScript rendering, CAPTCHAs and anti-bot blocking handled, extract structured data, and get JSON from Google, Amazon, Walmart, YouTube, ChatGPT and Gemini. Remote server, Bearer API key.
Perceptlayer
Web Scraping
Live web data API for developers and AI agents: 248 websites, one key, structured JSON, 1 credit per call, failed calls free.
Atlas Data
Web Scraping
Atlas Data MCP: reliable scrapers for Google Trends, Google Ads Transparency, LinkedIn Ad Library, TikTok Ad Library and Google Jobs, exposed as MCP tools via Apify. Pay per result, no subscription.
agbrowser
Web Scraping
Hosted browser sessions for agents: navigate, interact, read pages and take screenshots. REST and remote MCP, paid in stablecoins.
LatAm Data Tools (Apify Actors)
Web Scraping
Validate phone numbers, bulk-check PageSpeed/Core Web Vitals, get App Store top charts, browser extension details and Tiendanube/Nuvemshop products via Apify's hosted MCP server. Pay-per-event on your own Apify account.
Lilo
Web Scraping
MCP server built into Lilo, a native WebKit browser for macOS: agents drive real tabs in their own Space, read pages, console and network, and ask the user before they send, pay or post.
Tabhand
Web Scraping
Chrome extension and MCP server that lets Claude Code, Codex, Cursor and other agents use your signed-in Chrome, in background tabs of their own.
DeepScout
Web Scraping
Scrape product data from any e-shop and match the same products across shops, without EAN. Remote MCP with OAuth.
Firsthand Data - Job Postings
Web Scraping
Live job postings from company career pages on Greenhouse, Lever, Ashby and SmartRecruiters.
Kempt Horizon Data Toolkit
Web Scraping
Web pages to clean Markdown, email/phone/CSV cleaning, and live SEC EDGAR, Federal Register, USAspending and Grants.gov data. 17 read-only tools, hosted, OAuth.
Amazon Data API
Web Scraping
Amazon product search, product details by ASIN, ratings and review highlights, and best-seller rankings across 23 marketplaces, as JSON tools for AI agents.
MrScraper
Web Scraping
Fetch any public web page as Markdown, HTML or a screenshot with automatic browser rendering, search Google for parsed results, and check plan usage.
Agent Web Reader
Web Scraping
Web search or URLs in, clean markdown out, one JSON row per page with source URL, title and status. $0.002 per page, $0.003 per search; failed URLs never charged. Token budget per result, HTML and PDF, errors returned as rows instead of crashing the call. Built for agents.