Tools · Web Scraping
Best MCP servers for web scraping
384 MCP servers in the Official MCP Registry do web scraping. 268 can be used as a hosted endpoint, with nothing to install, and 224 publish their source code.
| # | Tool | Relevance | Connect | Code | Seen |
|---|---|---|---|---|---|
| 351 | research AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 352 | geolint ESLint for AI search: audits AI-crawler access, llms.txt, schema and citability. | In description crawler | HOSTEDLOCAL | Open | 3d ago |
| 353 | Hubertino: Google Maps leads Scrape Google Maps business leads (phones, websites, emails, socials) with Hubertino. | In description scrape | HOSTEDLOCAL | Open | 3d ago |
| 354 | iteratools 40+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen. x402. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 355 | agentfetch Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatura, PDF. | In description firecrawl | HOSTEDLOCAL | Open | 3d ago |
| 356 | camoufox-mcp Anti-detection browser automation with Camoufox - stealth Firefox for web scraping | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 357 | japan-market-data Japan market data collection via Apify Actors and scrapers | In description scrapers | HOSTEDLOCAL | Open | 3d ago |
| 358 | aeo-mcp AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit. | In description crawler | HOSTEDLOCAL | Open | 3d ago |
| 359 | Robin: AI-Powered Dark Web OSINT Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model. | In description scrape | HOSTEDLOCAL | Open | 3d ago |
| 360 | web-retrieval-mcp MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform. | In description firecrawl | HOSTEDLOCAL | Open | 3d ago |
| 361 | ScrapeGraphAI-scrapegraph-mcp Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili… | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 362 | arachne-mcp Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools). | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 363 | MCP Retrieval Local Go MCP server: DuckDuckGo/Bing web + image search, readability scraping to Markdown. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 364 | PageMap Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy | In description firecrawl | HOSTEDLOCAL | Open | 3d ago |
| 365 | Fitter Turn any website or API into structured JSON with LLM-authored declarative scraping configs. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 366 | Obscura MCP MCP server adapter for Obscura Rust headless browser — web scraping with anti-detection. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 367 | seo-webmaster-mcp Read-only SEO and GEO audits with Google Search Console, Bing, and website crawling. | In description crawling | HOSTEDLOCAL | Open | 3d ago |
| 368 | Scrawly MCP Server MCP server for the Scrawly SEO crawler: query local audits and propose confirmation-gated fixes. | In description crawler | HOSTEDLOCAL | Open | 3d ago |
| 369 | nodebench 260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scraping. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 370 | ragstack Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS. | In description scrape | HOSTEDLOCAL | Open | 3d ago |
| 371 | mcp-server Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX generation. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 372 | godalo Affiliate product search for AI agents. Merchant feeds, not web scraping. Works with any MCP client. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 373 | Scrapling MCP Server Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 374 | taskfleet-mcp Pay-per-call MCP tools: web search, scraping, on-chain wallet intel, extraction. x402 USDC on Base. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 375 | GEO Inspector Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema markup, meta directives | In description crawler | HOSTEDLOCAL | Open | 3d ago |
| 376 | OpenAEO Asks 8 AI crawlers for your page, checks who really answered, and writes the fixes. MIT. | In description crawlers | HOSTEDLOCAL | Open | 3d ago |
| 377 | Svipall Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally | In description crawl | HOSTEDLOCAL | Open | 3d ago |
| 378 | SEO Content Machine Run SEO Content Machine tasks from an MCP client: scraping, crawls, Google Maps, Workspace pages. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 379 | Scrapeer Run Scrapeer visual web-scraping flows from AI agents. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 380 | Kiprio MCP Server 23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier included. | In description scraping | HOSTEDLOCAL | Open | 3d ago |
| 381 | mcp Run web performance audits, get code-level fixes, crawl for SEO, and read real-user Core Web Vitals. | In description crawl | HOSTEDLOCAL | — | 3d ago |
| 382 | data-aggregator-mcp Unified data server: stocks, crypto, news, weather, web scraping, FX rates in one MCP | In description scraping | HOSTEDLOCAL | — | 3d ago |
| 383 | perpage-mcp-server Give AI agents clean, LLM-ready web data — scrape any URL to markdown or extract structured JSON. | In description scrape | HOSTEDLOCAL | — | 3d ago |
| 384 | IDLE Protocol Web scraping, inference, DNS, monitoring from residential IPs — pay per request in USDC | In description scraping | HOSTEDLOCAL | — | 3d ago |
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FAQ
How many MCP servers are there for web scraping?
Electra Index lists 384 active MCP servers for web scraping from the Official MCP Registry. 268 offer a hosted endpoint and 224 publish their source code.
Is there a ready-made AI agent for web scraping instead?
Yes. If you prefer a finished product to plugging tools into your own assistant, Apify, Browser Use and Firecrawl do this out of the box.
How this list is ordered: a tool comes first when the use case appears in its name rather than only in its description, then when its description covers more aspects of the use case, then when it offers a hosted endpoint, then when its source code is public, then by how recently our robot saw it in the Official MCP Registry. The match to web Scraping comes from the publisher's description (keyword method), not from a test of the tool. Only active tools with a real description are listed. No tool pays to appear here.