Best MCP Servers for Web Scraping (2026)
These servers turn websites into clean, structured data your AI client can actually use. Apify's Actors server plugs into a marketplace of ready-made scrapers, Bright Data brings enterprise-grade proxy infrastructure, and Webclaw and the Apify RAG Web Browser focus on pulling readable Markdown out of arbitrary pages.
This page collects the 5 MCP servers in our directory that genuinely cover web scraping — together they have 4,845 GitHub stars, and 0 of them run as hosted services you can connect to without installing anything. The highest-rated options are luminati-io/brightdata-mcp, apify/actors-mcp-server, 0xMassi/webclaw.
How to choose
Pick Apify if you want breadth (thousands of prebuilt actors), Bright Data if you need scale and reliability through proxies, and Webclaw or the RAG Web Browser if you mainly need page content as Markdown for retrieval.
luminati-io/brightdata-mcp
by luminati-io
📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
npx -y ENOENTapify/actors-mcp-server
by apify
📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
npx -y @apify/actors-mcp-server0xMassi/webclaw
by 0xMassi
](https://glama.ai/mcp/servers/0xMassi/webclaw) 🦀 🏠 🍎 🐧 - Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. TLS fingerpr
npx -y create-webclawapify/mcp-server-rag-web-browser
by apify
📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
npx -y @modelcontextprotocol/inspectorXquik-dev/x-twitter-scraper
by Xquik-dev
Xquik is an X (Twitter) data service that exposes X data through REST APIs, SDKs in several languages, a CLI, and a remote MCP server. It scrapes Twitter search results, tweets, profiles, followers, and replies; public reads need an Xquik API key and no official X developer account, while private reads and X account actions require a connected X account, and bulk extraction jobs support larger, bounded datasets with export formats such as JSON and JSON Lines.
npx -y skills@1.5.3Frequently asked questions
What is the most popular MCP server for Web Scraping?
luminati-io/brightdata-mcp leads this list with 2,342 GitHub stars. 📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
Are these Web Scraping MCP servers free to use?
5 of the 5 servers here publish a license in the directory (MIT, AGPL-3.0, Apache-2.0). 0 of them run as hosted services you can connect to remotely; the rest you install and run yourself. Hosted services may have their own pricing.
How do I choose an MCP server for Web Scraping?
Pick Apify if you want breadth (thousands of prebuilt actors), Bright Data if you need scale and reliability through proxies, and Webclaw or the RAG Web Browser if you mainly need page content as Markdown for retrieval.