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116,577 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to fetch public web pages as readable text or HTML, with caching, live refresh, and parallel job handling.
    3
    47 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.
    1
    4
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to extract clean LLM-ready markdown and readable articles from web pages, parse metadata, tables, links, feeds, and contact info, audit paywalls, SEO, and XSS, and access these tools via Streamable HTTP or a stdio bridge.
    1
    12
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides an LLM client with self-hosted web scraping capabilities including scraping, crawling, mapping, searching, structured data extraction, browser interaction, and deep research, without reliance on paid proxy or CAPTCHA services.
    4
    GPL 3.0
  • A
    license
    B
    quality
    D
    maintenance
    Enables LLMs and AI agents to access real-time web data, search websites, and navigate the web without getting blocked. Includes 5,000 free monthly requests and supports web scraping, browser automation, and bypassing geo-restrictions.
    60
    18,456 npm
    1
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables web scraping, React app testing, and React Native web app inspection using Playwright with multi-browser support. Provides backward compatibility with regular websites while offering enhanced features for React applications including mobile viewport emulation and component analysis.
    10
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    A comprehensive web scraping server that transforms web content into clean, agent-ready Markdown with automatic citations and efficient caching. It features a robust suite of tools for metadata extraction, sentiment analysis, SEO auditing, and security scanning while strictly adhering to robots.txt policies.
    48
    13 npm
    49
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides lightweight web crawling and scraping capabilities, enabling users to fetch pages as clean Markdown, recursively crawl domains, extract metadata, and perform search-and-crawl operations.
    4 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Efficient web scraping MCP server with a two-step workflow for token-efficient content extraction. Supports previewing HTML structure, targeted scraping, and entire documentation site crawling.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Web scraping MCP server for Al agents. 6 tools: extract clean text/markdown from any URL, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction with regex filtering, metadata extraction (OG tags, Twitter cards), and Google search. Free tier: 50 requests/IP/day.
    8
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A headless web scraping server that extracts main content from web pages into Markdown, text, or HTML for AI and automation integration. It features per-domain rate limiting and robust error handling using Playwright and BeautifulSoup.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables web search via DuckDuckGo and web content fetching through the Model Context Protocol, allowing AI assistants to search and retrieve web page content.
    10 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive web scraping MCP server with 26 tools for fetching, parsing, extracting, and assisting with web content, returning Markdown-formatted results.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes web search, site mapping, scraping, crawling, schema-validated structured extraction, and stateful Playwright browser interaction as MCP tools, routing every call through the same authenticated REST gateway used by the platform's HTTP clients.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides web scraping and Bing search capabilities, supporting both static and dynamic content through Puppeteer. It allows AI assistants to extract page summaries, SEO metadata, and full text with automatic detection for headless browser rendering.
    GPL 3.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables running the lead scoring and outbound pipeline by talking to Claude, including scraping healthcare job postings, scoring against buyer ICP, gating on company size, and managing sequences.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    A lightweight web scraping server that allows Claude Desktop users to extract various types of data from websites, including text, links, images, tables, headlines, and metadata using CSS selectors.
    4
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    A self-hosted MCP server offering unlimited web search, scraping, and content extraction tools with full-content reads, no truncation, and zero per-request cost.
    4
    -