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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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    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
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    An MCP server for web search, web fetching, and Context7 documentation tools with proxy support, designed for internal network environments.
    4
    27 npm
    4
    MIT
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    Enables querying Shopify App Store apps and Chrome Web Store extensions by category, keyword, or listing URL, returning ratings, reviews, pricing or user counts, and developer website, domain, address, and email. Filters by minimum rating or reviews and produces one row per listing ready for outreach or enrichment.
    1
    310 npm
    MIT
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    Enables agents to search the live web and fetch URLs as clean Markdown, returning ranked search results and paginated page content through two lightweight tools.
    2
    25 npm
    MIT
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    Wraps Xiaomi MiMo's web_search API into an MCP tool for Claude Code, enabling real-time web searches with location awareness, automatic retry, and timeout control.
    1
    13 npm
    4
    MIT
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    An APAC-native web scraping API for AI agents that provides tools for scraping, crawling, searching, and extracting structured data from websites, directly usable from MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.
    7
    3 npm
    MIT
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    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
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    Provides local LLMs with web search and page fetching capabilities via MCP, with a focus on OWASP security best practices.
    2
    MIT
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    A recoverable Firecrawl MCP server that adds payment lifecycle, idempotency, and automatic refunds/fallbacks to web scraping, enabling reliable paid scraping via natural language.
    4
    1
    MIT
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    Enables LLMs to run web searches through a single tool that fuses five providers in a tiered cascade, falling back from free sources to paid ones only when needed and returning the full routing chain. Ships with a one-click installer that detects and wirelessly configures ten AI agent CLIs.
    1
    204 PyPI
    MIT
  • F
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    Enables live-web research by providing stateless browsing, link extraction, and page search capabilities via Playwright, allowing agents to fetch and analyze web content without session management.
    3
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    Enables AI-assisted user feedback collection and management via a web interface, with MCP integration for automated replies and tool execution.
    1
    17 npm
    MIT
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    A local stdio MCP server that exposes DeepSeek's Web Search and Fetch APIs, letting AI clients run structured web queries, fetch page contents, and receive DeepSeek's raw JSON responses unfiltered and untruncated. It supports filtering by site, language, and date range, with configurable timeouts and retries.
    2
    MIT
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    An MCP server that enables AI assistants to perform web searches on Perplexity.ai using browser automation instead of an official API. It supports persistent authenticated sessions and returns search results along with cited sources directly to the client.
    3
    51 npm
    13
    MIT
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    A focused MCP server that provides a single web_search tool for web searches, integrating Tavily and Brave with automatic fallback and key rotation.
    1
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    Provides grounded web search and research capabilities using Google's Gemini models and Google Search, with features like normal and research modes, batch searches, and health checks.
    3
    41 npm
    1
    MIT
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    A local-first MCP server for web search and documentation fetching, providing free DuckDuckGo search, URL-to-markdown conversion, and library docs from npm, PyPI, crates.io, Go, and GitHub with caching.
    5
    MIT
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    Provides web search and content extraction tools for AI assistants, with zero configuration and swappable backends.
    6
    31 npm
    1
    MIT
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    A self-hosted MCP server providing web search and URL fetching tools, running locally without external API keys or accounts.
    2
    666 npm
    MIT
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    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
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    Enables reading and sending messages in Google Messages for web through a paired Chrome tab using chromefile, with tools for status, listing conversations, reading message history, and sending texts.
    4
    MIT