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Resources for Learning Web Scraping

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  • Why this server?

    Provides web content retrieval (full webpage, filtered content) through various HTTP methods, which is useful for web scraping.

    mcp-server-requests

    coucya
    Verified
    -
    security
    A
    license
    -
    quality
    Web Content Retrieval (full webpage, filtered content, or Markdown-converted), Custom User-Agent, Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH), LLM-Controlled Request Headers, LLM-Accessible Response Headers, and more.
    Last updated -
    1
    Python
    MIT License

  • Why this server?

    Extracts and transcribes audio content from videos across 1000+ streaming websites, enabling access to data that may be useful for web scraping or content analysis.

    MCP Video Digest

    R-lz
    -
    security
    A
    license
    -
    quality
    A service that extracts and transcribes audio content from videos across 1000+ streaming websites including YouTube, Bilibili, TikTok, and Twitter, supporting multiple transcription providers like Deepgram, Gladia, Speechmatics, and AssemblyAI.
    Last updated -
    5
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    Enables web content scanning and analysis by fetching, analyzing, and extracting information from web pages.

    MCP Webscan Server

    bsmi021
    A
    security
    A
    license
    A
    quality
    Enables web content scanning and analysis by fetching, analyzing, and extracting information from web pages using tools like page fetching, link extraction, site crawling, and more.
    Last updated -
    6
    3
    TypeScript
    MIT License

  • Why this server?

    Performs accessibility audits on webpages, useful for analyzing the structure and content of websites, relevant to web scraping related tasks.

    a11y-mcp

    priyankark
    Verified
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    security
    -
    license
    -
    quality
    An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!
    Last updated -
    JavaScript
    Mozilla Public License 2.0

  • Why this server?

    Extracts and cleans web content, removing ads and navigation, providing the core content of a webpage in a usable format.

    Mozilla Readability Parser MCP Server

    emzimmer
    A
    security
    A
    license
    A
    quality
    Extracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure.
    Last updated -
    1
    4
    11
    MIT License

  • Why this server?

    Enables AI agents to control web browsers via a standardized interface for operations like launching, interacting with, and closing browsers, which may involve scraping content.

    Browser Automation MCP Server

    grapheneaffiliate
    -
    security
    F
    license
    -
    quality
    Enables AI agents to control web browsers via a standardized interface for operations like launching, interacting with, and closing browsers.
    Last updated -
    0
    JavaScript

  • Why this server?

    Enables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control.

    MCP Browser Use Server

    JovaniPink
    A
    security
    F
    license
    A
    quality
    Enables AI agents to interact with web browsers using natural language, featuring automated browsing, form filling, vision-based element detection, and structured JSON responses for systematic browser control.
    Last updated -
    1
    34
    Python
    • Linux
    • Apple

  • Why this server?

    A FastMCP-based server that enables control of Spotify through natural language commands in Cursor Composer, allowing users to manage playback, search for content, and interact with playlists.

    Browser Use MCP Server

    pietrozullo
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    security
    -
    license
    -
    quality
    A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.
    Last updated -
    1
    Python

  • Why this server?

    MCP server enabling record operations (fetch, list, create, update), file management, and schema migrations.

    PocketBase MCP Server

    mabeldata
    Verified
    A
    security
    A
    license
    A
    quality
    MCP server that allows interaction with PocketBase databases, enabling record operations (fetch, list, create, update), file management, and schema migrations through natural language.
    Last updated -
    20
    8
    TypeScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Provides project dependencies, file relationships, executable tasks, ownership metadata, technology stacks, custom generators, and Nx documentation.

    Nx MCP Serverofficial

    nrwl
    -
    security
    A
    license
    -
    quality
    The Nx MCP server provides LLMs with comprehensive insights into your monorepo: project dependencies, file relationships, executable tasks, ownership metadata, technology stacks, custom generators, and Nx documentation. This deep context enables LLMs to produce code perfectly aligned with your archi
    Last updated -
    794
    1,333
    TypeScript
    MIT License