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"Designing UI (User Interfaces)" matching MCP servers:

  • UI Perception Engine

    dirkknibbe
    F
    license
    -
    quality
    B
    maintenance
    Enables AI agents to perceive and interact with web interfaces by extracting a unified UI Scene Graph from live URLs, providing tools for navigation, element detection, visual analysis, and state tracking.

  • ai-first-scraper-mcp

    yubinkim444
    A
    license
    A
    quality
    D
    maintenance
    Ad-free web scraping and search exposed as 3 MCP tools. fetch_page, fetch_pages_batch, search_web. Works with Claude Desktop, Cursor, Cline.
    3
    2
    MIT

  • AI Tooling Detector MCP Server

    mambalabsdev
    A
    license
    A
    quality
    B
    maintenance
    Enables AI clients to analyze any company domain and determine its AI maturity tier (commercialized, deployed, declared, or none) with supporting evidence, via a single tool backed by an Apify actor.
    1
    123
    MIT

  • WebScout MCP

    pyscout
    A
    license
    A
    quality
    D
    maintenance
    Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.
    14
    9
    1
    ISC

  • ai-visibility-mcp

    tsushanth
    A
    license
    A
    quality
    C
    maintenance
    Checks a website's robots.txt and Cloudflare settings to identify AI crawler blocking. Also generates llms.txt content to improve visibility to AI answer engines.
    3
    43
    MIT

  • terminal-love-mcp

    jpoindexter
    A
    license
    A
    quality
    A
    maintenance
    MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve design references like screenshots and install commands for agentic UI research.
    12
    MIT

  • robotstxt-ai-mcp

    sharozdawa
    A
    license
    A
    quality
    C
    maintenance
    Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.
    5
    MIT

  • bocha-ai-search

    yoko19191
    A
    license
    A
    quality
    D
    maintenance
    Enables web search on Chinese internet content using Bocha AI, returning results as Markdown or JSON with configurable freshness and summary options.
    1
    6
    MIT

  • maxaeo-ai-visibility-mcp

    maxaeo
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to check whether a public website is crawlable, understandable, and ready for AI search workflows through local-only audits of robots.txt, sitemaps, metadata, and llms.txt.
    3
    51
    1
    MIT

  • open-browser-control

    smankoo
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to control the user's Chrome or Firefox browser, leveraging existing sessions for tasks requiring authentication and user handoff.
    18
    17
    15
    MIT

  • Weibo MCP Server

    Selenium39
    A
    license
    A
    quality
    F
    maintenance
    A Model Context Protocol server for scraping Weibo that provides tools to search users, retrieve detailed user profiles, and fetch user feeds.
    5
    35
    33
    MIT

  • Browser Use Server

    ztobs
    F
    license
    A
    quality
    D
    maintenance
    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
    4
    23

  • For Five Coffee MCP Server

    Kong
    F
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.
    4