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Best MCP servers for web scraping

We found 510 MCP servers for web scraping in the catalog; these are the 15 that rank highest. The order comes from our rank, which weighs adoption, freshness, documentation and publisher identity. Nobody can pay for a place on this list. Scrapling MCP Server, Firecrawl MCP Server and SeleniumBase MCP lead it. Firecrawl MCP Server, Apify MCP Server and Xquik MCP Server are published by the company that makes them. Scrapling MCP Server has the most GitHub stars here (89,381). 12 of the 15 had activity in the last 30 days. Remote servers need no local install; local ones run on your machine and can reach local files. Each entry lists why it made the list and links to its install page.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

Top 15 of 510

  1. 1
    Scrapling MCP Server

    D4Vinci

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

    • Most GitHub stars here (89,381)
    • Active in the last 30 days
    • Open source (BSD-3-Clause)

    ★ 89.4K↓ 269.4K/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  2. 2
    Firecrawl MCP Server

    firecrawlOfficial

    Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.

    • Published by the vendor
    • 7.7K GitHub stars
    • Runs locally or as a remote server

    ★ 7.7KLast active Oct 23, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  3. 3
    SeleniumBase MCP

    seleniumbase

    Stealthy browser automation, testing, and web-scraping via CDP Mode.

    • 13.1K GitHub stars
    • Most weekly downloads here (353.9K)
    • Active in the last 30 days

    ★ 13.1K↓ 353.9K/wkLast active Oct 25, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  4. 4
    Apify MCP Server

    apify.comOfficial

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

    • Published by the vendor
    • 12.9K GitHub stars
    • Remote server, no local install

    ★ 12.9KLast active Oct 24, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  5. 5
    CRW Web Scraper

    fastcrw

    Open-source web scraper for AI agents with scrape, crawl, and map tools

    • 1.2K GitHub stars
    • Active in the last 30 days
    • Open source (AGPL-3.0)

    ★ 1.2KLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  6. 6
    CRW Web Scraper

    us

    Open-source web scraper for AI agents with scrape, crawl, and map tools

    • 1.2K GitHub stars
    • Active in the last 30 days
    • Open source (AGPL-3.0)

    ★ 1.2KLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  7. 7
    fastCRW

    us

    Scrape, crawl, map & search the web.

    • 1.2K GitHub stars
    • Remote server, no local install
    • Active in the last 30 days

    ★ 1.2KLast active Oct 21, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  8. 8
    Xquik MCP Server

    xquik.comOfficial

    X Twitter scraper & Twitter API alternative.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    ★ 220Last active Oct 19, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  9. 9
    Oxylabs MCP

    oxylabs.ioOfficial

    Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.

    • Published by the vendor
    • Runs locally or as a remote server
    • Active in the last 30 days

    ★ 104↓ 14.9K/wkLast active Oct 15, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  10. 10
    Kreuzcrawl

    kreuzberg-dev

    Scrape, crawl, and map websites to Markdown or JSON via local CLI.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 190Last active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  11. 11
    PyScrappy

    mldsveda

    Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 263↓ 127/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  12. 12
    XActions

    nirholas

    X/Twitter automation MCP: scrape, post, schedule, analyze, engage.

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 620Last active Oct 20, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  13. 13
    Fitter

    PxyUp

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

    • Open source (MIT)

    ★ 133Last active Aug 26, 2026Local (stdio)Claude Code, Codex, VS Code, Claude Desktop +2

  14. 14
    Scrapeless MCP Server

    scrapeless-ai

    Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

    • Runs locally or as a remote server
    • Open source (MIT)

    ★ 169Last active Sep 8, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  15. 15
    One Search MCP

    yokingma

    Web search, URL discovery, scraping & extraction with agent-browser and search providers

    • Open source (MIT)

    ★ 147Last active Jul 31, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

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