Best Web Scraping MCP Servers

Playwright MCP server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

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

Send quick greetings, scrape website content, and generate text or images on demand. Perform web s…

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

Scrape, crawl, and extract structured data from websites at scale

AI web extraction: send URLs + a JSON Schema, get clean structured data. Pay-per-use via x402.

23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier included.

Build, deploy, and run web scraping and automation actors in the cloud

Scrape webpages, handle JavaScript and CAPTCHA, extract structured data

Robots-aware website audits, pre-crawl quotes, and structured evidence for people and agents.

Search the web, extract content, and run distributed tasks with AI-powered automation

SEO for AI agents: crawl sites, audit pages, pull Search Console data, generate shareable reports.

Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chunking, page ranges.

DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP 403 on all scraping

Web scraping to clean Markdown with JS rendering, multi-page crawl, structured extract, sitemaps.

Generic URL crawl + HTML extraction — fallback for sites without dedicated MCPs.

Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owner name, address, airw

SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from your coding agent.

MCP server for web extraction and rendering via AceDataCloud WebExtrator

Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema markup, meta directives

Convert HTML to clean markdown. Strips scripts and styles. x402 micropayment.

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

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

x402-gated web extraction gateway. Tools: extract, extract_batch.

Affiliate product search for AI agents. Merchant feeds, not web scraping. Works with any MCP client.

Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools

Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.

Turn any website or API into structured JSON with LLM-authored declarative scraping configs.

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