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"Understanding Modal Music" matching MCP servers:

  • 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

  • Jina AI Remote MCP Server

    wlmwwx
    A
    license
    A
    quality
    C
    maintenance
    Provides access to Jina AI's suite of web tools including URL reading, web/image/academic search, content extraction, embeddings, and reranking capabilities. Enables AI assistants to search the web, extract content from URLs, and process information with semantic understanding.
    19
    Apache 2.0

  • ReftrixMCP

    TKMD
    A
    license
    B
    quality
    B
    maintenance
    Web design analysis MCP server with 20 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.
    40
    1
    AGPL 3.0

  • Scout

    duguobao812718-wq
    A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to perform comprehensive search across 27 search engines including web, academic, code, community, package managers, video, images, podcasts, and maps, with multi-modal support, caching, and security features.
    14
    MIT

  • Crawl4AI MCP Server

    weidwonder
    A
    license
    -
    quality
    F
    maintenance
    Crawl4AI MCP Server is an intelligent information retrieval server offering robust search capabilities and LLM-optimized web content understanding, utilizing multi-engine search and intelligent content extraction to efficiently gather and comprehend internet information.
    149
    MIT

  • MCP Server

    tcpipuk
    A
    license
    -
    quality
    D
    maintenance
    A server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.
    3
    GPL 3.0

  • curl mcp

    janwilmake
    F
    license
    -
    quality
    D
    maintenance
    A Multi-modal Conversation Protocol (MCP) server that enables interacting with web APIs through a curl-like interface, providing access to various websites and APIs with user authentication and response transformations.
    8