Best Web scraping MCP Servers

Enable AI agents to get structured data from unstructured web with AgentQL.

Web scraping, crawling, and change detection with AI

Official Ahrefs MCP server that lets AI agents securely access Ahrefs SEO data, site metrics, keyword research, and competitor analysis through the Ahrefs API.

Official Apify MCP server for AI agents to run Actors, extract website data, and automate web scraping and crawling workflows.

1GB Free Trial, World's Leading Proxy Service Platform, Efficient Data Collection

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)

Easy web data access. Simplified retrieval of information from websites and online sources.

Extract web data with Firecrawl

Adds powerful web scraping and search capabilities to LLM clients like Cursor and Claude.

Real-time web data, structured for agents

Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.

Watch your competitors, clients, suppliers. Meerbot is the web-page change tracker your AI assistant talks to.

Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows

Official OpenWeb Ninja MCP server connecting any AI agent to 40+ web data APIs for web search, e-commerce, local business, jobs, real estate, and finance data.

Perform Deep Research and Batch Tasks

PredictLeads MCP lets AI agents securely access PredictLeads datasets - including jobs, news, funding, technologies, connections, and company data

Over 70M+ premium IPs via Rapidproxy - Enjoy easy data extraction, avoiding CAPTCHAs, IP blocks with 220+ locations targeting, non-expiring traffic.

B2B lead generation MCP server - Apollo, Google Maps, email finder, skip trace, and 15+ more tools.

Scrapfly MCP Server gives AI agents a simple, unified way to scrape live web data with built-in anti-bot handling.

Capture screenshots of webpages as images or PDFs with Screenshot Scout.

AI-powered browser automation MCP server — navigate sites, fill forms, extract data, and handle logins via Claude Code CLI

Securely search your LinkedIn network and conversations to find warm leads, intros, partners, candidates, and opportunities.

Video and audio transcripts for AI agents: YouTube, TikTok, Instagram, podcasts, plus video search.