How many Web Scraping MCP servers are there?

This directory currently lists 64 MCP servers in the Web Scraping category. The count changes as new servers are published to the official MCP registry, which is re-read daily.

How is the ranking on this page decided?

Order reflects a computed score combining maintenance (commit recency, release cadence, whether the repository is archived), documentation depth, licence and ownership verification, the number of tools exposed, and how many clients have a documented install path. Sponsorship has no effect on it: paid placements appear in separately labelled slots and never inside the ranked list.

Can I use Web Scraping MCP servers without installing anything?

Yes — 27 of the Web Scraping servers listed here are remote servers. They run on the provider's infrastructure and you connect over HTTP with a URL, so there is no local runtime to manage. The trade-off is that your requests and any credentials pass through a third party.

Which clients can I use these with?

Every entry carries install instructions for the clients we can generate a verified command for, including Claude Code, Claude Desktop, Cursor, VS Code, Codex CLI, Windsurf, Cline, Gemini CLI, Copilot CLI, Zed and Goose. Where a client's syntax cannot be confirmed, no snippet is shown rather than a guessed one.

Web Scraping MCP Servers

Servers that extract structured data from web pages and turn HTML into something an agent can reason over. The directory lists 64 in this category, of which 27 are hosted remote servers needing no local install. Ranking below reflects maintenance, documentation, install experience and adoption — never payment.

Highest scoring (12)

Scrapling MCP Server
Community39/10078k
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
BSD-3-Clausestdioupdated 14d ago
Firecrawl MCP Server
Community39/1007.4k
MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.
MITstdioupdated 8d ago
CRW Web Scraper
Community39/100899
Open-source web scraper for AI agents with scrape, crawl, and map tools
AGPL-3.0stdioupdated 8d ago
Fitter
Community81/100132
Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
6 toolsMITstdioupdated 10d ago
Decodo
Community73/10035
Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
27 toolsstdioupdated 14d ago
PyScrappy
Community39/100194
Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
MITstdioupdated 12d ago
Kreuzcrawl
Community39/100165
Scrape, crawl, and map websites to Markdown or JSON via local CLI.
MITstdioupdated 10d ago
Crawlberg
Community39/100165
Scrape, crawl, and map websites to Markdown or JSON via local CLI.
MITstdioupdated 10d ago
WebReaper
Community39/100146
AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.
MITstdioupdated 1mo ago
WebScraping AI
Community39/10045
Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.
stdioupdated 1mo ago
CN Scraper MCP
Community39/10034
MCP server for AI agents to search major Chinese internet platforms with local-first login support.
MITstdioupdated 1mo ago
firecrawl
Community39/10030
Scrape, crawl, and extract structured data from websites at scale
stdioupdated 3mo ago
See also

More Web Scraping servers

scrapingant

mcparmory

Community

Scrape webpages, handle JavaScript and CAPTCHA, extract structured data

May 12, 2026Web Scraping

Local service39/10030

gmapsscraper

Community4

Scrape Google Maps business data from any MCP client — names, phones, emails, websites, ratings.

Aug 4, 2026Web Scraping

Local service72/1003

scrapeunblocker mcp

ScrapeUnblocker

Community4

Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bot API.

Aug 29, 2026Web Scraping

Local service84/1001

MaxAEO AI Visibility MCP

maxaeo

Community4

Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

Aug 26, 2026Web Scraping

Local service78/1001

quanticdata mcp

quantumproxies

Community6

Live web access for agents: scrape, SERP search, crawl/map, 74 collectors, datasets, proxies.

Aug 28, 2026Web Scraping

Remote service84/100

CrawlEyes MCP Server

waiky-github

Community

Web scraping & search for AI agents: extract, SearXNG/Tavily search, rerank. No API key needed.

Aug 31, 2026Web Scraping

Local service39/1002

crawlforge mcp server

mysleekdesigns

Community

Web scraping, crawling, deep research & autonomous extraction — 29 MCP tools, clean Markdown/JSON

Aug 31, 2026Web Scraping

Local service39/1002

Anakin

Anakin-Inc

Community

Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation

Aug 5, 2026Web Scraping

Local service39/1003

scrapi

bamchi

Community

Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.

May 27, 2026Web Scraping

Remote service39/1005

Prerender Buddy

kopachlager

Community

Local MCP tools for crawler-readability and discovery-file diagnostics.

Aug 30, 2026Web Scraping

Local service39/1001

TheCrawler

manchittlab

Community

Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.

Jul 2, 2026Web Scraping

Local service39/1002

ScrapeBadger

scrape-badger

Community

Twitter/X scraping API for AI agents. Get profiles, tweets, trends, and more.

May 30, 2026Web Scraping

Local service39/1002

Hosted Web Scraping servers

These run on the provider’s infrastructure — you connect by URL, with nothing to install locally.

apify mcp server

apify

Community

Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

Aug 31, 2026Web Scraping

Remote service85/1005.5k

fastCRW

Community

Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.

Aug 31, 2026Web Scraping

Remote service39/100899

ScrapeGraphAI scrapegraph mcp

ScrapeGraphAI

Community3

Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…

Jul 17, 2026Web Scraping

Remote service76/100100

Crawlie

spronta

Community5

Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.

Jul 18, 2026Web Scraping

Remote service68/100101

ShadowCrawl

DevsHero

Community

Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.

Jun 7, 2026Web Scraping

Remote service39/10070

HasData

Community

All HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.

Aug 24, 2026Web Scraping

Remote service75/1004

Questions about Web Scraping MCP servers

How many Web Scraping MCP servers are there?: This directory currently lists 64 MCP servers in the Web Scraping category. The count changes as new servers are published to the official MCP registry, which is re-read daily.
How is the ranking on this page decided?: Order reflects a computed score combining maintenance (commit recency, release cadence, whether the repository is archived), documentation depth, licence and ownership verification, the number of tools exposed, and how many clients have a documented install path. Sponsorship has no effect on it: paid placements appear in separately labelled slots and never inside the ranked list.
Can I use Web Scraping MCP servers without installing anything?: Yes — 27 of the Web Scraping servers listed here are remote servers. They run on the provider's infrastructure and you connect over HTTP with a URL, so there is no local runtime to manage. The trade-off is that your requests and any credentials pass through a third party.
Which clients can I use these with?: Every entry carries install instructions for the clients we can generate a verified command for, including Claude Code, Claude Desktop, Cursor, VS Code, Codex CLI, Windsurf, Cline, Gemini CLI, Copilot CLI, Zed and Goose. Where a client's syntax cannot be confirmed, no snippet is shown rather than a guessed one.