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"Plotly Dash - A Python Framework for Building Interactive Web Dashboards" matching MCP servers:

  • web-scout

    SanZiNEO
    A
    license
    B
    quality
    B
    maintenance
    A reconnaissance MCP server that discovers web data sources by monitoring network requests and extracting API structures, enabling AI to understand data location and format without full crawling.
    21
    2
    MIT

  • Hive Web

    YegorMy
    A
    license
    B
    quality
    B
    maintenance
    A local MCP server providing web search, page extraction, and safe browser automation tools for Hermes, Claude Code, and other MCP clients.
    10
    MIT

  • web-mcp

    Chang-Tong
    A
    license
    -
    quality
    B
    maintenance
    MCP server for multi-engine web search and web page fetching, supporting parallel search, content extraction, and optional LLM-powered search summarization and deep search.
    2
    MIT

  • OpenCode Web Audit MCP

    humbertolvarona
    A
    license
    -
    quality
    C
    maintenance
    A read-only Python MCP server for authorized website research, structured data extraction, downloadable-document analysis, and content auditing inside OpenCode. It crawls authorized public domains with safety constraints including robots.txt respect, SSRF defenses, bounded concurrency, and content-type allowlists.
    MIT

  • mcp-web

    TsFreddie
    A
    license
    -
    quality
    F
    maintenance
    Enables AI agents to search DuckDuckGo and fetch web content with human-assisted CAPTCHA handling, designed for local use where humans can intervene when bot detection occurs.
    7
    MIT

  • Web Reader

    PPParticle
    A
    license
    -
    quality
    B
    maintenance
    Converts web pages to Markdown for MCP clients like Claude, with support for single and batch reads, caching, fallback rendering, and SSRF protection.
    18
    MIT

  • Xiaohongshu MCP Python

    betars
    F
    license
    -
    quality
    C
    maintenance
    A Python implementation of an MCP server for Xiaohongshu that enables AI models to browse feeds, search content, and manage interactions like liking or commenting. It leverages Playwright for browser automation to support account management and content publishing features.
    1

  • web-fetch-mcp

    Dutta-SD
    A
    license
    A
    quality
    A
    maintenance
    A web-fetch MCP server for LLM agents that fetches pages with an escalation ladder through different engines, raising FetchBlocked instead of returning blocked content.
    2
    1
    Apache 2.0
  • redup.mcp-web-parser by redup-ai

    redup.mcp-web-parserofficial

    redup-ai
    A
    license
    A
    quality
    B
    maintenance
    MCP server that parses web pages into clean markdown via Crawl4AI's HTTP API, exposing parse_page and health-check tools with configurable proxy and timeout.
    2
    MIT

  • Web Researcher MCP

    zoharbabin
    A
    license
    A
    quality
    A
    maintenance
    MCP server for AI-powered web research — search (Google, Brave, Serper, SearXNG), scrape any page, extract PDFs/DOCX/YouTube transcripts, academic & patent search. Single Go binary. Works with Claude, Cursor, Copilot, and any MCP client.
    25
    48
    MIT

  • mimo-web-search

    1Lurgee
    A
    license
    A
    quality
    B
    maintenance
    Wraps Xiaomi MiMo's web_search API into an MCP tool for Claude Code, enabling real-time web searches with location awareness, automatic retry, and timeout control.
    1
    25
    3
    MIT

  • web-slack-mcp

    sercant
    A
    license
    A
    quality
    C
    maintenance
    Enables reading Slack channels, messages, and threads using the web interface via a persistent browser session, designed for guest users without API access. Does not send messages.
    5
    MIT

  • Web Search MCP

    sydasif
    A
    license
    A
    quality
    B
    maintenance
    Provides LLMs with real-time web search and content extraction capabilities, including text/news search, full-text URL reading, and targeted technical documentation search.
    3
    18
    MIT

  • web-perception-mcp

    JaviGala
    A
    license
    A
    quality
    A
    maintenance
    A DOM-first, vision-second MCP server for webpage analysis, combining structural DOM extraction with MiniMax vision to provide accurate, context-rich page understanding for AI coding assistants.
    4
    Apache 2.0