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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 Claude Code to browse and import conversations from a user's claude.ai account, making mobile chat history available in the editor. Includes tools to list, read, and save web conversations locally.
    4
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.
    1
    83 npm
    286
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes two tools, fetch_page and extract_from_html, so agents can retrieve web pages as markdown or plain text without ever launching a separate install step. Fetching escalates cheapest-first (HTTP requests, identity switching, JSON-LD/JS-state/AMP/feed extraction, then optional headless browser) and always returns a machine-readable reason such as captcha, login wall, or paywall when a page cannot be read.
    2
    1
    MIT
  • A
    license
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    quality
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    maintenance
    Enables MCP-capable agents to perform local web research under a declared plan with session budgets, user-approved limit extensions, and guardrails for safe searching, page fetching, content extraction, and audit logging.
    4
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables coding agents to drive a real Playwright-backed browser session, navigating, observing, interacting, and capturing proof on web pages via MCP tools across stdio and Streamable HTTP transports.
    15
    2
    -
  • A
    license
    B
    quality
    B
    maintenance
    Enables MCP clients like Codex to operate chatgpt.com through a dedicated persistent browser profile, allowing chat creation, project management, prompt submission, file uploads, and response reading without using the ChatGPT API.
    33
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    An unofficial MCP server that lets MCP clients like Codex operate the ChatGPT web interface through a persistent browser, enabling prompt writing, file uploads, message sending, and reading complete responses without using the ChatGPT API.
    27
    18
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    A local Python WebSocket bridge and browser extension that securely connects web AI chats to local Model Context Protocol (MCP) servers. It enables web-based AIs to execute local tools with granular permission controls, providing the same powerful tool and system access typically exclusive to desktop agent harnesses like DeepSeek Harness, Claude Code, Codex and more.
    4
    8
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Tactab is a lightweight, local Model Context Protocol (MCP) server and Chrome extension that provides AI agents (Cursor, Claude, etc.) with real-time DOM automation, live web scraping, and multimodal visual screenshot analysis.
    1
    MIT
  • -
    license
    B
    quality
    Not graded
    maintenance
    Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiLlama with intelligent caching and advanced filtering capabilities. Supports automated scraping of airdrop information including values, deadlines, chains, and status for integration with automation workflows.
    4
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  • A
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    quality
    C
    maintenance
    Enables AI assistants to discover and invoke 2,000+ models and APIs—including web search, social media, scraping, image/video generation, and audio—through a single local MCP bridge using OAuth, with no per-API keys.
    122 npm
    185
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables coding agents to turn plain-English descriptions into live, typed, versioned HTTPS backend endpoints with auth and secrets handled, then call them — with each endpoint able to combine LLM reasoning, web search, scraping, media and voice generation, email, databases, storage and scheduled jobs. Also lets agents create and edit projects, list and inspect generated resources and runtime packages, and apply local manifest files.
    334 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Worker that turns any URL into agent-callable MCP tools, plus a Chrome extension, open-source adapters, and SDKs. On top of that sits an independent A–F trust graph for the whole MCP ecosystem
    8
    MIT