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
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that provides YouTube Data API v3 integration for content discovery and analytics. It enables AI assistants to search for videos, channels, playlists, and retrieve detailed metrics.
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables AI assistants to search YouTube for videos, channels, and playlists while retrieving detailed analytics and metrics through the YouTube Data API v3. Supports advanced filtering options and provides comprehensive statistics for content discovery and analysis.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to find podcasts by topic or Apple Podcasts/RSS links and retrieve host and owner contact details, episode cadence, recent guests, associated companies, and contact or guest-pitch pages, with one result row per show.
    1
    278 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT conversations to fetch available captions and metadata from video IDs, URLs, creator uploads, playlists, chapters, and time ranges, returning cleaned Markdown or paginated cues. Cached snapshots, isolated per-video failures, and an outbound-only acquisition worker keep retrieval self-hosted without paid APIs or cookies.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A service that provides HackerNews content search, retrieval and analysis through the Model Context Protocol, suitable for AI agents and developers.
    5
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server that connects to Calibre-Web ebook libraries via OPDS feeds, enabling AI assistants to search and browse books, shelves, covers, and library statistics.
    6
    91 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    14 tools for AI agents: transcript extraction in five formats with adjustable segment size, video metadata, video and channel search, channel browsing, in-channel search, playlists, and an asynchronous batch job for up to 4,000 transcripts. Free tier: 100 credits on signup, no card.
    14
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Exposes Spotify controls as MCP tools for playback, playlist management, and AI playlist generation; includes a web app and supports multi-user profiles.
    14
    -
  • A
    license
    A
    quality
    C
    maintenance
    Provides AI clients with read-only tools to browse a talent roster, fetch individual profiles and social links, and read recent announcements with full article content.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, and Gemini CLI, enabling profile lookups, game searches, achievement tracking, and more.
    11
    20 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to interact with the M-Team private torrent tracker API for searching resources, retrieving torrent details, and downloading torrent files. It provides a bridge for Model Context Protocol clients to manage and access private tracker content through natural language.
    3
    11
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides production-grade tools for YouTube channel resolution, video metadata extraction, transcripts, and playlist management. It features a quota-aware, AI-friendly design that supports structured searching and listing of public YouTube data.
    7
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables searching and managing Spotify playlists, tracks, and user information through the Spotify Web API.
    10
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to search, browse, and retrieve galleries from CosplayTele and similar cosplay image sites, with multiple sources, popularity/latest sorting, and AI-content filtering.
    2
    7
    124 PyPI
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for searching, discovering, and exploring Chinese long-form video content from WeTV and Tencent Video, enabling AI assistants to recommend dramas, variety shows, anime, and movies with play links, ratings, and episode info.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    RzhuNeMogu is a long-running Russian-language humor archive. This MCP server exposes its content to AI agents over open streamable HTTP at https://rzhunemogu.ru/mcp.
    7
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Connects Claude Desktop to Notion and YouTube transcripts with one-click installation, enabling natural language queries about your pages and video content.
    5
    2
    MIT