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117,162 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 tool for extracting text from a webpage after crawling it" matching MCP servers:

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  • A
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    A zero-config MCP server that lets AI agents fetch, read, and search live web pages without API keys or databases, using in-process BM25 retrieval.
    34 npm
    MIT
  • A
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    quality
    D
    maintenance
    An MCP server that aggregates web search results from multiple engines and optionally renders pages to Markdown, providing a unified search interface.
    4 npm
    3
    ISC
  • A
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    Enables agents to discover how a website serves its data, verify sources with evidence, export OpenAPI 3.1, and generate tested TypeScript or Python clients.
    424 npm
    MIT
  • F
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    quality
    C
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    An MCP server for safe web crawling and scraping of public and authenticated sites using Playwright and Crawlee. It provides tools for scraping single pages, crawling entire sites, validating sessions, and listing supported sites, with built-in security protections and adapter-based extensibility.
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  • A
    license
    A
    quality
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    maintenance
    Enables lightweight web search discovery and on-demand extraction of cleaned page text from supplied URLs, returning snippets, headings, links, and saved full text for longer pages.
    2
    BSD 3-Clause
  • A
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    quality
    C
    maintenance
    A Playwright-based browser automation tool for AI agents, enabling web search, navigation, scraping, and page interaction through the Model Context Protocol.
    MIT
  • F
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    Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting protection and supports listing all available pages from a sitemap.
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  • F
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    A universal MCP tool gateway that manages multiple remote tool processes, enabling LLMs to dynamically invoke web scraping, summarization, and knowledge retrieval through standardized Function Calling.
    -
  • F
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    D
    maintenance
    Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.
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  • F
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    Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for responsible web scraping.
    -
  • A
    license
    A
    quality
    C
    maintenance
    A lightweight MCP server for reading public YouTube data, offering tools to fetch video transcripts, playlist contents, and video metadata without requiring an API key.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
    5
    26 npm
    16
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Gives Claude control of a real, headed Chromium browser via Playwright, enabling web navigation, clicking, typing, screenshots, and JavaScript evaluation.
    8
    -
  • A
    license
    B
    quality
    F
    maintenance
    Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.
    3
    GPL 3.0
  • A
    license
    B
    quality
    D
    maintenance
    Provides comprehensive SEO analysis by crawling websites and generating AI-powered keyword insights, search volume data, and competitor strategies. It delivers detailed reports on keyword clusters and commercial intent to help optimize digital marketing workflows.
    1
    1
    MIT
  • F
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    Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting for abuse protection.
    -
  • F
    license
    Not graded
    quality
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    maintenance
    Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content. Includes rate limiting protection and supports listing available pages and accessing raw sitemap data.
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  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting and supports listing available pages and accessing raw sitemap data.
    -
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for protection against abuse.
    -
  • A
    license
    A
    quality
    C
    maintenance
    An Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.
    2
    67,363 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables local web crawling and scraping through MCP, providing tools to fetch pages as Markdown, extract structured data with CSS selectors, and capture full-page screenshots while managing a shared browser instance.
    3
    1
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