Web Scraping MCP MCP Servers

Tools that extract, parse, and convert web content into LLM-friendly formats (markdown, JSON, structured data). Includes HTML parsing, content cleaning, and web crawling. Does NOT include web search engines, browser automation for interactive tasks, or multi-platform agent orchestration.

There are 100 web scraping mcp servers tracked. 11 score above 50 (established tier). The highest-rated is apify/apify-mcp-server at 68/100 with 888 stars. 3 of the top 10 are actively maintained.

Get all 100 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=web-scraping-mcp&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Server	Score	Tier	Stars	Language
1	apify/apify-mcp-server The Apify MCP server enables your AI agents to extract data from social...	68	Established	888	TypeScript
2	bartholomej/node-csfd-api ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with...	63	Established	46	TypeScript
3	brightdata/brightdata-mcp A powerful Model Context Protocol (MCP) server that provides an all-in-one...	63	Established	2,185	JavaScript
4	ScrapeGraphAI/scrapegraph-mcp ScapeGraph MCP Server	62	Established	58	Python
5	firecrawl/firecrawl-mcp-server 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to...	60	Established	5,738	JavaScript
6	oxylabs/oxylabs-mcp Official Oxylabs MCP integration	59	Established	87	Python
7	tokenizin-agency/mcp-npx-fetch A powerful MCP server for fetching and transforming web content into various...	58	Established	41	TypeScript
8	DevEnterpriseSoftware/scrapi-mcp MCP server for using ScrAPI to scrape web pages.	56	Established	18	JavaScript
9	domdomegg/defuddle-fetch-mcp-server 🌐✨ Fetch content from the web, cleaned up nicely for LLMs (using Defuddle)	53	Established	6	TypeScript
10	just-every/mcp-read-website-fast Quickly reads webpages and converts to markdown for fast, token efficient...	53	Established	136	JavaScript
11	xxxbrian/mcp-rquest A MCP server providing realistic browser-like HTTP request capabilities with...	50	Established	43	Python
12	pouyanafisi/smippo Command-line website copier and scraper. Create complete offline mirrors...	49	Emerging	8	JavaScript
13	PhiFever/AfdianToMarkdown 爱发电爬虫(afdian.com)	49	Emerging	56	Go
14	FayAndXan/spectrawl The unified web layer for AI agents. Search (8 engines), stealth browse,...	48	Emerging	10	JavaScript
15	sadiuysal/crawl4ai-mcp-server 🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI...	48	Emerging	60	Python
16	pragmar/mcp-server-webcrawl MCP server tailored to connecting web crawler data and archives	47	Emerging	37	Python
17	suryast/indonesia-civic-stack 🇮🇩 Python SDK + 40 MCP tools for 11 Indonesian government data portals. One...	46	Emerging	1	Python
18	omgwtfwow/mcp-crawl4ai-ts TypeScript implementation of an MCP server for Crawl4AI. Provides tools for...	46	Emerging	11	TypeScript
19	Pyx-Corp/spectrawl The unified web layer for AI agents. Search (8 engines), stealth browse,...	45	Emerging	19	JavaScript
20	XXO47OXX/spa-reader-mcp MCP server that renders JavaScript SPA pages and extracts LLM-ready Markdown...	44	Emerging	3	TypeScript
21	tgambet/mcp-fetch-node A Model Context Protocol server that provides web content fetching capabilities.	44	Emerging	7	TypeScript
22	webpeel/webpeel Web fetcher for AI agents. Smart escalation from HTTP to headless browser....	44	Emerging	2	TypeScript
23	manooll/webfetch-mcp Live Web Access for Your Local AI — Tunable Search & Clean Content Extraction	41	Emerging	14	JavaScript
24	0xMassi/webclaw Fast, local-first web content extraction for LLMs. Scrape, crawl, extract...	41	Emerging	161	Rust
25	bsmi021/mcp-server-webscan A Model Context Protocol (MCP) server for web content scanning and analysis....	40	Emerging	12	TypeScript
26	skrapeai/skrape-mcp MCP Server for skrape.ai, lets you input any URL and it returns clean...	40	Emerging	12	JavaScript
27	n1byn1kt/apitap The MCP server that turns any website into an API — no docs, no SDK, no...	40	Emerging	76	TypeScript
28	crawlbase/crawlbase-mcp Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It...	39	Emerging	50	JavaScript
29	spences10/mcp-jinaai-reader 🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Reader	39	Emerging	31	JavaScript
30	angrysky56/mcp-windows-website-downloader MCP tool for Claude to download entire Windows working website url and...	39	Emerging	5	Python
31	ImYourBoyRoy/WebScraperToolkit AI-first web scraping engine with stealth bypass, MCP server, and multimodal...	39	Emerging	4	Python
32	mukul975/mcp-web-scrape 🚀 mcp-web-scrape — Clean, cache-aware web content fetcher for AI agents....	37	Emerging	4	TypeScript
33	fengzhongsen/short-url 简单易用的短链接生成工具，完全开源、免费、无需登录，可私有化部署，链接永久有效！	37	Emerging	18	JavaScript
34	Ifeanyi55/SynthScope A web search agent that enables you to search, visualize, and listen to information.	37	Emerging	5	Python
35	lvpiggyqq/xcatcher-mcp-manifest Agent-first Remote MCP for X (Twitter) batch crawling with x402 USDC top-up...	36	Emerging	9	Python
36	tianhuil/webfetch-camouflage-mcp Give your AI coding assistant reliable access to web pages that block standard fetch.	36	Emerging	1	Python
37	torrentclaw/torrentclaw-mcp The official MCP by TorrentClaw.com	36	Emerging	3	TypeScript
38	DrRuin/webustler MCP server for web scraping that actually works. Extracts clean, LLM-ready...	35	Emerging	3	Python
39	puremd/puremd-mcp Unblock, scrape, and search tools for MCP clients	34	Emerging	57	JavaScript
40	bzsasson/screaming-frog-mcp MCP server for Screaming Frog SEO Spider – crawl sites, export data, and...	34	Emerging	8	Python
41	scrapfly/scrapfly-mcp 🚀 Official Scrapfly MCP Server - brings enterprise-grade web scraping,...	33	Emerging	5	Go
42	cotdp/scraper-mcp Context-optimized MCP server for web scraping. Reduces LLM token usage by...	33	Emerging	6	Python
43	zacfire/mcp-web-reader 让Claude等大语言模型轻松获取和解析任何网页内容，并转化为干净的Markdown。支持双引擎、批量处理，增强AI互联网信息处理能力。	33	Emerging	28	TypeScript
44	Xquik-dev/x-twitter-scraper X (Twitter) automation skill for AI coding agents. 60+ API endpoints, 20 MCP...	32	Emerging	15	—
45	j0hanz/fetch-url-mcp A web content fetcher MCP server that converts HTML to clean, AI and human...	31	Emerging	—	TypeScript
46	zezeron/tweetsave-mcp TweetSave MCP - Twitter/X analysis without token waste. Fetch tweets,...	31	Emerging	1	TypeScript
47	praveenc/fetchv2-mcp-server A robust MCP server for fetching and extracting web content using...	29	Experimental	1	Python
48	fvanevski/trafilatura_mcp Trafilatura MCP Server	27	Experimental	1	Python
49	scraperapi/scraperapi-mcp This MCP server enables LLMs to retrieve and process web scraping requests...	27	Experimental	2	Python
50	sigmaSd/scrap-mcp An MCP (Model Context Protocol) server that can scrape web pages and extract...	26	Experimental	7	TypeScript
51	aezizhu/mcp-captcha-solver Captcha solver MCP server with 99% success rate. Supports reCAPTCHA v2/v3,...	26	Experimental	2	JavaScript
52	jessaminesimple608/scraper-mcp 🌐 Streamline web scraping with Scraper MCP, a server that optimizes content...	25	Experimental	2	Python
53	guangxiangdebizi/web-retrieval-mcp 一个专门用于解析网页设计结构的 Model Context Protocol (MCP)...	23	Experimental	6	TypeScript
54	JithunMethusahan/middleman A high-efficiency MCP server that eliminates "Context Bloat" by refining,...	23	Experimental	1	Python
55	ofershap/mcp-server-scraper MCP server for web scraping — extract clean markdown, links, metadata from any URL	23	Experimental	—	TypeScript
56	StripFeed/mcp-server MCP server for StripFeed - convert any URL to clean Markdown for AI agents	23	Experimental	—	JavaScript
57	annibale-x/webshift Shift noisy web pages into clean, context-ready text for LLMs — Rust library...	23	Experimental	1	Rust
58	idapixl/idapixl-web-research-mcp MCP server for AI-powered web research — search, fetch, synthesize	22	Experimental	1	TypeScript
59	Bobinaoverproud927/spectrawl Unify web search, browsing, crawling, and data extraction for AI agents with...	22	Experimental	—	JavaScript
60	mconkl6687/indonesia-civic-stack Provide reliable scrapers, data normalizers, and API wrappers to access and...	22	Experimental	—	Python
61	octoparse/octoparse-mcp Official Octoparse MCP server for AI-powered web scraping workflows.	22	Experimental	1	—
62	robot-resources/scraper-mcp MCP server for Robot Resources Scraper — web content to clean markdown with...	22	Experimental	—	TypeScript
63	angelwzr/magnetize Minimalistic torrent metadata extractor	22	Experimental	—	JavaScript
64	AceDataCloud/MCPShortURL MCP server for short URL creation and management through Ace Data Cloud.	22	Experimental	—	Python
65	fracabu/firecrawl-power-app Powerful web UI for Firecrawl API + MCP Server docs. Scrape, Crawl, Map,...	21	Experimental	2	JavaScript
66	Swih/decant-extension Extract clean Markdown, JSON or MCP from any web page. Chrome Extension + MCP Server.	21	Experimental	—	JavaScript
67	wyattowalsh/mcp-crawl4ai MCP (Model Context Protocol) server wrapping Crawl4AI library as functions...	21	Experimental	—	Python
68	dylan-gluck/freecrawl-mcp A production-ready mcp server for web scraping and document processing....	21	Experimental	3	Python
69	Fabianusromarioyeuyanan123/Scrapling Simplify web scraping by extracting data from modern websites with an...	21	Experimental	—	Python
70	titan77champion/webustler 🌐 Extract clean, LLM-ready markdown from any URL, including...	21	Experimental	—	Python
71	spider-rs/spider-cloud-mcp-server MCP server for the Spider Cloud web crawling and scraping API	21	Experimental	—	JavaScript
72	RapierCraft/alterlab-mcp-server MCP server for AlterLab web scraping API — scrape, extract, screenshot any...	21	Experimental	—	TypeScript
73	scrape-badger/scrapebadger-mcp MCP server for ScrapeBadger - Twitter/X scraping API for AI agents (Claude,...	19	Experimental	—	Python
74	Rvlndd/Tor-Crawler-MCP A simple Model Context Protocol (MCP) server for crawling Tor onion sites...	18	Experimental	1	TypeScript
75	garystafford/web-research-agent-demo Build a free web-based research agent using Strands Agents, Ollama running...	17	Experimental	—	Python
76	mathisto/smart-webfetch-mcp Context-aware web fetching MCP server that prevents LLM context window flooding	17	Experimental	—	Python
77	tealight-uk/u301-mcp Effortlessly create clean, elegant links in bulk — powered by AI.	16	Experimental	—	JavaScript
78	Devansh-365/infographic-mcp A MCP server that fetches infographic images from curated sources using the...	15	Experimental	2	Python
79	Happyfunnysad/WildberriesToolsMCP An MCP server for fetching and analyzing Wildberries product reviews via LLM clients.	14	Experimental	1	Python
80	zlatanpham/ireader-mcp A MCP server that provides tools for reading and extracting content from internet.	14	Experimental	1	JavaScript
81	sshdwzt/infographic-mcp Provide AI assistants with targeted infographic image search using the...	14	Experimental	—	JavaScript
82	Polystichumlonchitissumatran261/tweetclaw Automate tweets, replies, likes, retweets, follows, and DMs with low-cost...	14	Experimental	—	—
83	protective-didelphis804/web-content-fetcher Extract and convert web pages into clean Markdown, preserving structure and...	14	Experimental	—	Python
84	rog0x/mcp-web-tools MCP server for AI agents: web content extraction, DuckDuckGo search, site...	14	Experimental	—	TypeScript
85	nws066/explorium-mcp-server 🚀 Streamline data access with Explorium MCP Server Scraper for real-time...	14	Experimental	—	—
86	softvoyagers/linkshrink-api-mcp MCP server for LinkShrink (linkshrink.dev) — shorten URLs, get analytics,...	14	Experimental	—	TypeScript
87	broxy-dev/ext Convert any webpage into API and MCP (Model Context Protocol) services....	14	Experimental	1	JavaScript
88	N1KH1LT0X1N/Medium-Agent 📚 Turn Medium articles into audio, summaries, and AI reports. Features...	13	Experimental	2	Python
89	musoukun/scrapy-mcp MCPで基本的なHTTPスクレイピングから、JavaScript実行が必要な動的サイトまで対応した、TypeScript製のスクレイピングツールです。	13	Experimental	—	TypeScript
90	sujeetgund/smolurls AI-native URL shortener and analytics API built with FastAPI +...	13	Experimental	—	Python
91	null-create/mcp-web-scraper-server A simple MCP server that provides basic web scraping functionality for AI...	13	Experimental	—	Python
92	JustAzul/web-scrapper-stdio Python web scraper for AI/automation. Extracts main content from web pages...	13	Experimental	—	Python
93	cyanheads/jinaai-mcp-server A Model Context Protocol (MCP) server that provides intelligent web reading...	13	Experimental	—	TypeScript
94	PicSeeInc/picsee-short-link Professional MCP Server for PicSee: URL shortening, analytics, and link management.	13	Experimental	—	JavaScript
95	Anmoldureha/coworking-skill Free Coworking Space API (MCP Server). Scrapes Google Maps for workspaces....	13	Experimental	—	Python
96	sushilckatoch/x-twitter-scraper Scrape tweets, media, and follower data from X (Twitter) using AI coding...	13	Experimental	—	—
97	HarshiLMalani07/Agentic_Web_Scraper Scraper agent from a multi-agent collection built with LangChain, LangGraph...	13	Experimental	—	Python
98	kodos-vibe/x402-tools-mcp MCP server for private web search, scraping, and screenshots via x402 micropayments	13	Experimental	—	JavaScript
99	dreamingms/kael-mcp-server MCP Server with 13 AI-native tools: web fetch, screenshot, search, PDF...	13	Experimental	—	JavaScript
100	samirsaci/mcp-webscraper Local MCP Server with Claude Desktop (Windows + WSL) with scrapping and...	10	Experimental	1	Python

Comparisons in this category

apify-mcp-server and firecrawl-mcp-server (68 vs 60) firecrawl-mcp-server and crawl4ai-mcp-server (60 vs 48) scrapegraph-mcp and firecrawl-mcp-server (62 vs 60) firecrawl-mcp-server and mcp-server-webcrawl (60 vs 47) firecrawl-mcp-server and scrapi-mcp (60 vs 56) firecrawl-mcp-server and mcp-crawl4ai-ts (60 vs 46) apify-mcp-server and brightdata-mcp (68 vs 63) brightdata-mcp and oxylabs-mcp (63 vs 59) brightdata-mcp and crawl4ai-mcp-server (63 vs 48) brightdata-mcp and scrapi-mcp (63 vs 56)