Web scraping MCP servers

A server here extracts content or structured data from web pages.

Not here: web search.

1,762servers
1,108 remote654 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: Skyvern@skyvern-ai/skyvernAI-powered browser automation — navigate, click, fill forms, and extract data from any website.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.23,168 GitHub stars.
  2. Number 2: Apify@apify/apify-mcp-serverExtract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.10,071 GitHub stars.
  3. Number 3: Firecrawl MCP Server@firecrawl/firecrawl-mcp-serverMCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.7,575 GitHub stars.

Best fit

1,105 made for this, ranked by starsRemoteLocal
  1. Exa @exa/exaConnect AI agents to Exa for web search, content fetching, and multi-step research.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.5,075 GitHub stars.
  2. Browserbase @smithery/browserbasehq-mcp-browserbaseProvides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.3,405 GitHub stars.
  3. fastCRW @us/fastcrwScrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1,115 GitHub stars.
  4. Unbrowse @unbrowse-ai/unbrowseWebsites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved logins.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.784 GitHub stars.
  5. Oya Browser @oyadotai/oya-browserReal Chrome for agents: start a browser, read pages as numbered markdown, click, type, hand off.13% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.349 GitHub stars.
  6. Nimrod @orchis/nimrodWeb search with quality scores; web pages are read on your computer by the local server.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.256 GitHub stars.
  7. Search1API @superagents-lab/search1apiWeb search, agentic search, news, page retrieval, sitemaps, and trending topics through Search1API.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.173 GitHub stars.
  8. Scrapeless @scrapeless-ai/scrapeless-mcp-serverWeb search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.14% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.169 GitHub stars.
  9. Web Scout @smithery/pinkpixel-dev-web-scout-mcpSearch the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.136 GitHub stars.
  10. Crawlie @crawlie/crawlieTechnical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.111 GitHub stars.
  11. Oxylabs @oxylabs/oxylabs-mcpFetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.104 GitHub stars.
  12. ShadowCrawl @devshero/shadow-crawlStealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.51% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.70 GitHub stars.
  13. Agent402.Tools: pay-per-call web tools @mikeypetrillo/agent402Agentic Finance: 500+ agent tools, multi-chain USDC over x402 or MPP, or free via proof-of-work9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.41 GitHub stars.
  14. Aginx Browser @aginx/aginxbrowserStealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions.23% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.38 GitHub stars.
  15. HasData @hasdata/hasdataAll HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.20 GitHub stars.
  16. Zenrows @zenrows/zenrows-mcpZenrows MCP server — Fetch, Extract, Batch, and Browser Sessions for AI coding assistants11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.19 GitHub stars.
  17. Tap @leonting1010/tapBrowser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zero-token replay.14% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.18 GitHub stars.
  18. HKEx Filings @simonplmak-cloud/hkex-filingsLive HKEx (Hong Kong Stock Exchange) regulatory filings for AI agents.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.16 GitHub stars.
  19. HasData Glassdoor @hasdata/glassdoorGlassdoor job listings and full postings with company ratings and salary estimates, as JSON.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.12 GitHub stars.
  20. Xtracticle @xtracticle/xtracticleRead public X (Twitter) posts, threads and X Articles as clean Markdown. Read-only, no auth.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.11 GitHub stars.
  21. Driflyte @driflyte/driflyte-mcp-serverDriflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.11 GitHub stars.

Also touches on Web scraping

321 where it is one part of a bigger job