Tools · Web Scraping
Best MCP servers for web scraping
384 MCP servers in the Official MCP Registry do web scraping. 268 can be used as a hosted endpoint, with nothing to install, and 224 publish their source code.
| # | Tool | Relevance | Connect | Code | Seen |
|---|---|---|---|---|---|
| 101 | Amazon Reviews Scraper - Extract Product Data Amazon Reviews Scraper extracts ratings, review text, author, date, verified purchase status… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 102 | Workable Jobs Scraper - Clean Job Data API Scrape any company's Workable job board and get clean, de-duplicated job data: title, department… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 103 | Lever Jobs Scraper - Job Board Data Extractor Scrape any company's Lever job board and get clean, de-duplicated job data: title, team, location… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 104 | Instatus Status Page Scraper – JSON API Tool Instatus status page scraper turns any company's Instatus page into clean JSON — components… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 105 | BetterStack Status Page Scraper & API Tool BetterStack durum sayfalarını (status page) temiz JSON olarak alın — bileşenler, olaylar, uptime… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 106 | Ashby Job Scraper & API for Team Job Boards Ashby ATS job scraper pulls live postings via API with team filtering. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 107 | SEEK Jobs Scraper: Australia & NZ Listings Scrape SEEK job listings from Australia and New Zealand. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 108 | Pinpoint Jobs Scraper - Job Board API Tool Scrape any company's Pinpoint job board in one click. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 109 | SmartRecruiters Company Job Board Scraper Scrape SmartRecruiters company job boards and get clean, de-duplicated JSON: title, department… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 110 | AI Website-to-JSON Data Scraper & Extractor Turn any website into structured JSON data matching your custom schema. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 111 | Discourse Forum Scraper — Topics & Posts Scrape any public Discourse forum: topic titles, authors, reply counts, views and canonical URLs… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 112 | Hacker News Scraper: Stories, Comments & Users Scrape Hacker News stories, comments and user profiles as clean JSON with points, author… | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 113 | Cachet Status Page Scraper & Monitor Tool Search or monitor any self-hosted Cachet status page — not tied to one vendor. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 114 | Google Maps Real Estate Agency Data Scraper Google Maps scraper for real estate agencies and agents in any city. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 115 | EU & UK Tenders Scraper: TED + Find a Tender Public tenders and contract awards from EU TED and UK Find a Tender, with buyer, value and deadline. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 116 | ai-crawler-readiness Can AI crawlers read this site? GPTBot/ClaudeBot verdicts, robots vs edge blocking, 47k-domain index | In name crawler | HOSTEDLOCAL | — | 3d ago |
| 117 | serp-data-scraper SERP data scraper: Scrape Search Results and get all the data you need. On the JoJ API marketplace. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 118 | instagram-scraper Instagram Scraper: 🔥 Get a lot of information from Instagram consistently and quickly!. | In name scraper | HOSTEDLOCAL | — | 3d ago |
| 119 | scrapeunblocker-dfsswg ScrapeUnblocker: ScrapeUnblocker allows to bypass anti-bot services and scrape the full page source. | In name scrape | HOSTEDLOCAL | — | 3d ago |
| 120 | Crimson Crawler Enrich, search, assess, and manage threat intelligence through 80+ typed MCP tools. | In name crawler | HOSTEDLOCAL | — | 3d ago |
| 121 | AI Visibility Audit — Can AI crawlers read and cite your site? One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes. | In name crawlers | HOSTEDLOCAL | — | 3d ago |
| 122 | doc-scraper Crawl documentation sites into local corpora agents can search, read, and diff fully offline. | In name scraper | HOSTEDLOCAL | Open | 30m ago |
| 123 | proxy-scraper Free proxies that actually work: verified HTTP/SOCKS proxies, and pages fetched through them | In name scraper | HOSTEDLOCAL | Open | 9h ago |
| 124 | polite-crawler A polite crawler for agents: obeys robots.txt, fetches each page once, finds and verifies quotes. | In name crawler | HOSTEDLOCAL | Open | 1d ago |
| 125 | crawl-readiness Audit any site for 50+ AI crawlers, generate llms.txt, robots.txt and schema, track AI mentions. | In name crawl | HOSTEDLOCAL | Open | 2d ago |
| 126 | AI-First Scraper Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents. | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 127 | WebScraping.AI Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering. | In name scraping | HOSTEDLOCAL | Open | 3d ago |
| 128 | HTML to Markdown MCP Server Converts HTML to Markdown with auto-summary and section extraction. Supports Playwright. | In name html to markdown | HOSTEDLOCAL | Open | 3d ago |
| 129 | Robot Resources Scraper Token compression for web content — 70-80% reduction from HTML to clean markdown | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 130 | crawlgraph-mcp Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links). | In name crawl | HOSTEDLOCAL | Open | 3d ago |
| 131 | scraper Web scraping MCP — extract clean markdown, links, and metadata from any URL. | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 132 | Scrape-LE Analyse robots.txt content and report whether a path may be crawled. | In name scrape | HOSTEDLOCAL | Open | 3d ago |
| 133 | commoncrawl-mcp Use this MCP server to Common Crawl index discovery for historical web captures. Tools include... | In name crawl | HOSTEDLOCAL | Open | 3d ago |
| 134 | telegram-channel-scraper-mcp Scrape messages, extract leads from public Telegram channels. No login required. | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 135 | apify-scrapers 40 Apify public-data tools for leads, news, SEO, jobs, SEC, procurement, and registries. | In name scrapers | HOSTEDLOCAL | Open | 3d ago |
| 136 | Fetch URL MCP Server An MCP server that fetches web pages and converts them to clean, readable Markdown. | In name fetch url | HOSTEDLOCAL | Open | 3d ago |
| 137 | Unrendered: AI Crawler Checker AI crawler checker: shows which page content GPTBot and ClaudeBot can't read without JavaScript. | In name crawler | HOSTEDLOCAL | Open | 3d ago |
| 138 | seo-crawler-mcp Crawl and analyse websites for SEO errors using Crawlee with SQLite storage | In name crawler | HOSTEDLOCAL | Open | 3d ago |
| 139 | CN Scraper MCP MCP server for AI agents to search major Chinese internet platforms with local-first login support. | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 140 | CRW Web Scraper Open-source web scraper for AI agents with scrape, crawl, and map tools | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 141 | multi-scraper-mcp 14 web scrapers as MCP tools: Reddit, Amazon, Google Maps, Yelp, YouTube, Indeed & more. | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 142 | html-to-markdown-mcp Convert HTML to Markdown or strip to plain text. For web-scraping agents. | In name html to markdown | HOSTEDLOCAL | Open | 3d ago |
| 143 | Scrapingdog Scrapingdog web-scraping & SERP APIs: web scrape, Google, Amazon, LinkedIn, YouTube, and more. | In name scraping | HOSTEDLOCAL | Open | 3d ago |
| 144 | Amazon Scraper API Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 145 | mcp-gtm-tech-stack-signal-scraper Detects a company CRM, sequencer, and marketing automation from its public website. Clay-ready. | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 146 | mcp-gtm-hiring-signal-scraper Detects GTM hiring activity from company career pages via Greenhouse, Lever, Ashby. Clay-ready. | In name scraper | HOSTEDLOCAL | Open | 3d ago |
| 147 | ProWebLook 19 tools for phone, WhatsApp, email, caller ID, IP geo, blacklist, scraping & SERP | In description scraping | HOSTEDLOCAL | Open | 9h ago |
| 148 | apify-mcp-server Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ | In description scrapers | HOSTEDLOCAL | Open | 20h ago |
| 149 | No Niner Data Tools No-code web scraping & data-extraction Apify actors: scrape and enrich web data at scale. | In description scraping | HOSTEDLOCAL | Open | 22h ago |
| 150 | Supadata Video transcripts, metadata and structured data from YouTube, TikTok, Instagram, X; web scraping. | In description scraping | HOSTEDLOCAL | Open | 1d ago |
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Other use cases
FAQ
How many MCP servers are there for web scraping?
Electra Index lists 384 active MCP servers for web scraping from the Official MCP Registry. 268 offer a hosted endpoint and 224 publish their source code.
Is there a hosted MCP server for web scraping, with nothing to install?
Yes. Amazon Reviews Scraper - Extract Product Data, Workable Jobs Scraper - Clean Job Data API and Lever Jobs Scraper - Job Board Data Extractor declare a remote endpoint you add to your assistant's MCP settings.
Is there a ready-made AI agent for web scraping instead?
Yes. If you prefer a finished product to plugging tools into your own assistant, Apify, Browser Use and Firecrawl do this out of the box.
How this list is ordered: a tool comes first when the use case appears in its name rather than only in its description, then when it offers a hosted endpoint, then when its source code is public, then by how recently our robot saw it in the Official MCP Registry. The match to web Scraping comes from the publisher's description (keyword method), not from a test of the tool. Only active tools with a real description are listed. No tool pays to appear here.