Skip to main content
Glama
117,317 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 .

Matching MCP tools:

Matching MCP Connectors:

"Web scraping and content extraction" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    C
    maintenance
    AutomateLab Content Distribution publishes content across DEV.to, Hashnode, GitHub Discussions, Reddit and Bluesky, with browser workflows for LinkedIn, Medium and X. Tracks publishing state and adapts content per platform. Product and documentation: https://automatelab.tech/products/mcp/content-distribution-mcp/
    8
    78 npm
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI agents with structured short-form content mechanics including hooks, script structures, retention strategies, and CTAs, along with auditing tools to avoid common posting failures.
    7
    39 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to look up a Douyin creator by name, public ID, or profile URL and receive the latest video link, like/comment/favorite/share counts, a full timestamped transcript with an AI-reviewed correction and change log, and a content overview. Collection, media download, and local speech transcription are orchestrated as stdio MCP tools so Codex, WorkBuddy, and other compatible clients can run creator research and scheduled checks without extra API keys.
    7
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables local discovery of research topics, interviews users to uncover their unique perspective, and turns insights into content ideas and short-form Reel scripts.
    10
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Provides an MCP server with tools for managing a social media content calendar, including adding, listing, and updating content items, plus webhook notifications to team channels.
    -
  • A
    license
    B
    quality
    D
    maintenance
    Full-stack AI marketing toolkit with 41 MCP tools: SEO article generation in 55 languages, trend scouting (X/Reddit), competitor analysis, content gap detection, social media adaptations for 9 platforms, AI avatar video shorts, content ingestion (YouTube/PDF/web), lead magnets, and automated content autopilot.
    1
    20
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Perplexity for social: ask what competitors are running across social and get answers grounded in real ad and creative data, not guesses.
    2
    Apache 2.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.
    3
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Self-hosted football social-media agent that drafts posts, generates assets, and requires Telegram approval before publishing, with stateful SQLite storage and async image jobs.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to search Reddit by keyword or subreddit, read thread URLs with comments, filter and sort results, and receive flat post and comment rows without needing a Reddit login or API key.
    1
    300 npm
    MIT
  • A
    license
    A
    quality
    B
    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
    license
    A
    quality
    D
    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
  • F
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to interview users about their niche, generate original Threads posts from reference examples, connect and verify accounts, and schedule, pause, or inspect publishing queues through MCP tools or GPT Actions.
    9
    -
  • F
    license
    A
    quality
    Not graded
    maintenance
    Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator for searching profiles, managing leads, and handling messaging via cookie-based authentication. It supports professional networking tasks such as sending connection requests and retrieving account details through the Model Context Protocol.
    22
    1
    -
  • 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