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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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  • A
    license
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    quality
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    maintenance
    Enables deep web search across multiple providers including Google, Bing, Brave, DuckDuckGo, and Perplexity, with support for comprehensive AI-powered research using intelligent multi-engine queries.
    2
    44 npm
    9
    MIT
  • A
    license
    B
    quality
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    maintenance
    Performs comprehensive web searches by combining Google search with advanced content extraction using Mozilla's Readability algorithm.
    2
    6 npm
    2
    MIT
  • A
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    maintenance
    An MCP server that provides information about Utkarsh, including bio, skills, work experience, and portfolio projects, accessible via local stdio or remote HTTP with OAuth.
    6
    MIT
  • A
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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
  • A
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    Enables AI agents to extract structured content from URLs, search the web via DuckDuckGo, monitor site availability, and convert HTML to markdown without requiring API keys.
    5
    51 npm
    MIT
  • A
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    Not graded
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    maintenance
    Web search API for AI agents. Returns structured results with title, URL, and snippet; pay-per-call via x402 micropayments.
    MIT
  • A
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    maintenance
    Enables web search for the pi coding agent using z.ai GLM native search with a DuckDuckGo fallback.
    23,626 npm
    MIT
  • A
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    maintenance
    Provides eight tools for web search, content extraction, screenshots, PDFs, JavaScript execution, crawling, and Wayback Machine snapshots and archiving.
    5 npm
    1
    MIT
  • A
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    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
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    Not graded
    quality
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    maintenance
    MCP server to crawl WeChat articles, download images, and convert to Markdown, designed for Cursor IDE and AI tools.
    345 npm
    38
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to search the web and fetch public web pages via DeepSeek's Search and Fetch APIs, returning ranked results and Markdown page content for agent use.
    MIT
  • A
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    maintenance
    Enables MCP clients that lack built-in search — such as Claude Code through Bedrock or local LLM clients — to run web queries against Amazon's operated search index via a Gateway deployed in your own AWS account, with queries never leaving AWS and citation URLs preserved. Supports IAM/SigV4, Cognito, and API key authentication, per-gateway rate limits, IP and domain restrictions, and result filtering by domain and publication date.
    MIT
  • A
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    maintenance
    Provides comprehensive search capabilities including web search, content extraction, news search, academic search, and AI-powered multi-source research. Enables natural language access to web content and research through a production-ready MCP server.
    MIT
  • A
    license
    A
    quality
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    maintenance
    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
  • A
    license
    A
    quality
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    maintenance
    Provides local LLMs with web search and page fetching capabilities via MCP, with a focus on OWASP security best practices.
    2
    MIT
  • A
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    A
    quality
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    maintenance
    Enables crawling sites from start URLs and retrieving internal and external links, file download links, HTML tables as rows, and lists, with controls for crawl depth, page limits, sitemaps, robots.txt, and proxy mode.
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    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
  • A
    license
    A
    quality
    A
    maintenance
    One place for every AI agent's pages and docs. Publish HTML, build folders, ZIPs, PDFs and Office documents as sandboxed, versioned share links, then search, read and update them later from any MCP client. Sign in with Google or GitHub via OAuth. Open source and self-hostable: https://github.com/lexmount/artifact-site
    26
    26
    Apache 2.0
  • F
    license
    A
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    maintenance
    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
    -
  • A
    license
    A
    quality
    C
    maintenance
    Screenshot, visual-diff, and AI page-analysis API for AI agents. Capture any URL as PNG, JPEG, WebP, PDF, or HTML, diff two versions of a page to catch visual regressions, and get an AI summary of what a page contains.
    3
    64 npm
    1
    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
  • A
    license
    A
    quality
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    maintenance
    An MCP server that enables Claude Code to perform web searches via Bing, read webpage content, and get current time, with a smart search skill for structured multi-source verification.
    3
    2
    MIT
  • A
    license
    Not graded
    quality
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    maintenance
    Enables MCP clients and a terminal CLI to run web searches through a user's own SearXNG instance, saving every query as a reusable session and optionally generating AI-synthesized answers.
    34 npm
    MIT