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"Real-time web scraping implementation" matching MCP servers:

  • Documentation Retrieval & Web

    AIwithhassan
    F
    license
    A
    quality
    D
    maintenance
    Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.
    Last updated
    1
    2

  • Gemini Google Web Search MCP

    louxsye
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that enables AI models to perform Google Web searches using the Gemini API, complete with citations and grounding metadata for accurate information retrieval. It is compatible with Claude Desktop and other MCP clients for real-time web access.
    Last updated
    1
    3
    Apache 2.0

  • MCP Web Docs

    cosmocoder
    A
    license
    -
    quality
    A
    maintenance
    A self-hosted MCP server that crawls, indexes, and searches documentation from any website locally, including private sites requiring authentication. It provides hybrid search capabilities and local embedding generation to maintain privacy while keeping AI assistant knowledge up to date.
    Last updated
    251
    1
    MIT

  • web-search-mcp

    Backerss
    F
    license
    -
    quality
    C
    maintenance
    Provides free web search, content fetching, image search, and deep research via SearXNG, no API keys required.
    Last updated

  • web-search-plus-mcp

    robbyczgw-cla
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server that gives AI assistants access to 7 search providers with intelligent auto-routing. Analyzes query intent and picks the best provider automatically — no manual switching needed. Install, configure your keys, and go.
    Last updated
    2
    2
    MIT

  • Bright Data Web MCP

    dsouza-anush
    A
    license
    B
    quality
    D
    maintenance
    Enables LLMs and AI agents to access real-time web data, search websites, and navigate the web without getting blocked. Includes 5,000 free monthly requests and supports web scraping, browser automation, and bypassing geo-restrictions.
    Last updated
    60
    3,180
    1
    MIT

  • Perplexity Web MCP

    jacob-bd
    A
    license
    C
    quality
    A
    maintenance
    Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, Claude 4.6 Opus, Gemini 3.1 Pro, etc.) via MCP tools, CLI, or API, with support for deep research, model council, and multi-turn conversations.
    Last updated
    28
    154
    MIT
  • QuickBooks Time MCP Server by CData by CDataSoftware

    QuickBooks Time MCP Server byofficial

    CDataSoftware
    A
    license
    -
    quality
    D
    maintenance
    This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for QuickBooks Time (beta): https://www.cdata.com/download/download.aspx?sku=HCZK-V&type=beta
    Last updated
    MIT

  • Web Search Tool

    vikrambhat2
    F
    license
    -
    quality
    D
    maintenance
    Provides a Google search tool via the Serper API, returning structured results and a summary answer for LLMs like Claude.
    Last updated
    1

  • ReActMCP Web Search

    mshojaei77
    F
    license
    -
    quality
    C
    maintenance
    An MCP server that integrates real-time web search capabilities into AI assistants using the Exa API, providing both basic and advanced search functionality with formatted markdown results.
    Last updated
    142

  • Web Content MCP Server

    amotivv
    A
    license
    B
    quality
    D
    maintenance
    A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.
    Last updated
    4
    11
    MIT

  • Tavily Web Search MCP Server

    julie-berlin
    F
    license
    C
    quality
    D
    maintenance
    Enables web search capabilities through the Tavily API, allowing users to search the internet for information using natural language queries. Demonstrates MCP server implementation with external API integration.
    Last updated
    3

  • Tavily Web Search MCP Server

    debanshd
    F
    license
    C
    quality
    D
    maintenance
    Enables web search capabilities through the Tavily API via the Model Context Protocol. Allows users to perform web searches and retrieve information from the internet through natural language queries.
    Last updated
    5

  • Tavily Web Search MCP Server

    vinitv
    F
    license
    C
    quality
    D
    maintenance
    Enables web search capabilities through the Tavily API. Allows users to search the web for information using natural language queries through the MCP protocol.
    Last updated
    3