Best MCP servers for web scraping
13 matching servers. This shortlist is generated from data: stale repos and apps that only carry an MCP tag are ranked lower, verified installs are ranked higher, then GitHub stars. No paid placement in this ranking. Methodology
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Community Install unverified
🚀 抖音、TikTok 数据采集与无水印视频下载 API,自托管,支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, comments and playlists. Self-healing identity pool, PostgreSQL archive, one docker compose up.
Ads & Marketing★ 20,637PythonUpdated 2026-10-02
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Community Install unverified
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
Browser Automation★ 11,177TypeScriptUpdated 2026-10-14
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Community Install unverified
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Browser Automation★ 7,600JavaScriptUpdated 2026-10-14
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Community Install unverified
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
Browser Automation★ 5,475TypeScriptUpdated 2026-10-14
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Community Install unverified
Exa MCP for web search and web crawling!
Web Search & Fetch★ 5,127TypeScriptUpdated 2026-10-07
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Community Install unverified
Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.
Browser Automation★ 2,748PythonUpdated 2026-10-13
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Community Install unverified
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
Browser Automation★ 2,380RustUpdated 2026-10-14
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Community Install unverified
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
Browser Automation★ 1,129RustUpdated 2026-10-14
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Community Install unverified
⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor real-time analytics. Auto follow, like, comment, scrape, without API. Follow Bot. Like bot. Grow your account automatically.
Browser Automation★ 592HTMLUpdated 2026-10-11
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Community App with MCP feature Install unverified
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
Browser Automation★ 87,509PythonUpdated 2026-10-13
More options
Official registry
MCP registry: 138k servers crawled, handshake-validated, reliability-scored. 744 production-safe.
SDKs, Gateways & ResourcesUpdated 2026-09-12
Official registry
Live web search, image search, topic filters and full-text fetch over our own crawled index.
Web Search & FetchUpdated 2026-08-27
Community Stale Install unverified
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.
Web Search & Fetch★ 623TypeScriptUpdated 2025-04-06
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