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97,619 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,788 matching servers on stars, growth, downloads and maintenance. Updated .

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"AI coding assistant with visual UI interaction, GitHub integration, and adaptive agent system" matching MCP servers:

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  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides an interactive PyQt5 UI for enhanced model communication, featuring multi-image management, file attachments, and customizable cognitive performance modes. It enables users to input complex content and manage workspace assets through a structured, tag-based output format.
    29
    -
  • A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to present multiple UI component designs in a browser for visual selection, with AI-powered design generation using MiniMax-M2.1 from natural language prompts or manual HTML input.
    1
    9 npm
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP agents to drive a running web application by registering schema-validated actions and using a WebSocket relay, with ten ui_* MCP tools for invoking actions, reading state, screenshots, and tab management.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables natural-language control and generation of Office documents and contact lookups via MCP, with LangGraph-based planning, execution, quality checking, and repair, plus batch processing, a FastAPI/Web console, and Docker deployment.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP-powered HR management system that automates employee onboarding, leave tracking, meeting scheduling, and IT ticketing. It allows users to manage organizational workflows and administrative tasks through natural language interactions with Claude.
    2
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides 26 MCP tools for designing, previewing, and safely applying visual skins to DeepSeek Harness, enabling AI agents to perform complete skin workflows from image upload to theme application.
    1
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables macOS WeChat desktop clients to read conversations via OCR, retrieve encrypted session memory, and perform controlled message sending through MCP with dry-run and supervised safeguards.
    -
  • F
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to generate production-ready, professional UI design systems and components from simple descriptions, with real images, animated components, and automated quality checks.
    16
    -
  • A
    license
    A
    quality
    B
    maintenance
    22 consolidated MCP tools for email, calendar, contacts, folders, rules, categories, and settings with safety controls (dry-run preview, rate limiting, recipient allowlists) and MCP annotations on every tool. Works with personal Outlook.com and work/school Microsoft 365 accounts.
    8
    22
    1,644 npm
    39
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Enables comprehensive UI/UX development workflows through integrated tools for component development with Storybook, Tailwind CSS styling, Framer Motion/GSAP animations, Playwright testing, and automated design system generation. Provides end-to-end automation for visual regression testing, accessibility compliance, and UX optimization analysis.
    12
    2
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI to inspect and interact with UI elements, supporting control mode for the runner's own UI and SDK mode for external applications.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables natural language control of Home Assistant smart home devices through Cursor AI, supporting entity queries, automation management, configuration file editing, and system operations.
    175 npm
    58
    MIT