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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
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    maintenance
    SocialCrawl provides the "best" quality public web data on the internet. Access 65+ real-time social media, e-commerce and public web data from a single API with a single schema.
    5
    147 npm
    28
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search with multi-agent architecture and 2M token context.
    2
    30 npm
    151
    MIT
  • A
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    A
    quality
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    maintenance
    Provides read-only access to public Threads.net profiles and threads via anonymous scraping, with tools for profile info, user threads, and session management.
    3
    MIT
  • A
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    maintenance
    A local-first MCP server for auditing, drafting, and planning updates to your personal LinkedIn profile safely, without automation or scraping.
    10
    1
    MIT
  • A
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    maintenance
    Bridges a QQ official bot to DeepSeek Harness, letting an agent fetch and reply to incoming private-chat messages and send proactive pushes (e.g., task-completion or reminder notifications) to users by openid. Without credentials it runs in a mock mode for protocol testing.
    3
    52 npm
    MIT
  • A
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    maintenance
    Enables AI assistants to manage Meta Ads (Facebook, Instagram) end-to-end through natural conversation, including launching campaigns, uploading creatives, updating budgets, and analyzing performance.
    42
    Business Source 1.1
  • A
    license
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    quality
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    maintenance
    MCP server for live X/Twitter and web search, driven by your locally logged-in Grok CLI and leveraging your X Premium or SuperGrok subscription quota.
    3
    1
    MIT
  • A
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    A
    quality
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    maintenance
    An MCP server that provides real-time web search and X (Twitter) search capabilities via the xAI API.
    2
    54 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables searching and scraping of LinkedIn for structured data on people, companies, and job listings. It allows AI clients to retrieve detailed profiles, experience, and activity sections using browser automation.
    7
    212
    MIT
  • A
    license
    A
    quality
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    maintenance
    Fully featured MCP server that provides automation tools for LinkedIn, supporting browser-based scraping and API-based operations for content management, media uploads, and reactions.
    6
    4
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables local-only use of LinkedIn's official API to authenticate via OAuth, publish text posts, and read or reply to comments with explicit confirmation. Keeps access tokens in the OS keychain and avoids scraping or browser automation.
    4
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.
    28
    1
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    Enables AI assistants to manage marketing campaigns, Facebook accounts, and lead generation tasks through the MessengerFlow platform. It provides tools for interacting with messaging inboxes, scraping leads, and accessing real-time performance analytics.
    5
    12 npm
    1
    -
  • A
    license
    A
    quality
    Not graded
    maintenance
    An MCP server for cross-platform social media research that enables scraping, semantic search, and analysis across seven major social platforms. It uses Apify for data retrieval and stores results in a local database for AI-powered trend detection and profile analysis.
    14
    -
  • A
    license
    A
    quality
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    maintenance
    Enables searching X (Twitter) posts, discussions, trends, and web content via Grok API using natural language.
    3
    10 npm
    1
    MIT
  • A
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    quality
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    maintenance
    Enables AI assistants to send messages to Telegram users via a Model Context Protocol server, with support for chat IDs, usernames, and a web-based configuration interface.
    1
    ISC
  • A
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    quality
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    maintenance
    Enables AI agents to search Reddit for posts, comments, and users or monitor for high-intent leads and brand mentions. It functions by delegating scraping tasks to high-performance Apify cloud actors.
    2
    80 npm
    7
    MIT
  • F
    license
    B
    quality
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    maintenance
    MCP server for TikTok that enables searching videos, users, hashtags, and fetching trending content, user profiles, and video details via official API or public scraping.
    8
    -
  • A
    license
    B
    quality
    B
    maintenance
    A Model Context Protocol server for scraping Weibo user information, feeds, and search functionality. It helps retrieve detailed user profiles, timeline content, and perform user searches on Weibo.
    10
    219 PyPI
    64
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables Claude to manage Instagram professional accounts through the official API: exporting account data, publishing reels, photos, carousels and stories, reading and replying to comments and DMs, and pulling analytics, plus a unified inbox of unanswered comments and messages. Includes multi-account support, dry-run previews, read-only mode, blocklists and audit logging for safe operation.
    24
    1
    MIT
  • A
    license
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    quality
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    maintenance
    Enables users to manage Waalaxy LinkedIn automation campaigns through MCP tools using browser automation (Playwright) to interact with the Waalaxy web interface.
    6
    2
    Apache 2.0