Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 99.8951 | glips-figma-contextmcp · front-end | Integrates with Figma's design platform API to enable AI-driven design operations, asset management, and team collaboration within Figma workflows. | 15,754 stars · 1,258 forks · passed install test | No one-command install · Source | |
| 2 | 99.8512 | d4vinci-scraplingmcp · front-end | Provides advanced web scraping capabilities with browser fingerprint impersonation, dynamic content fetching via Chromium, and stealth scraping… | 77,802 stars · 7,814 forks · 1 mention | No one-command install · Source | |
| 3 | 99.8430 | xcodebuildmcp · front-end | Enables building, running, and debugging iOS and macOS applications through Xcode with tools for project discovery, simulator management, app… | 6,323 stars · 313 forks · passed install test | No one-command install · Source | |
| 4 | 99.2954 | assistant-uimcp · front-end | The MCP server tools have been designed to allow an agent to query the specific information it needs to complete an assistant-ui related task - for… | 11,981 stars · 1,163 forks | No one-command install · Source | |
| 5 | 99.1330 | computer-agent-windows-desktop-controlmcp · front-end | Enables AI to control Windows desktop applications through UIAutomation and PyAutoGUI, providing capabilities for launching programs, executing… | 6,871 stars · 833 forks | No one-command install · Source | |
| 6 | 99.1324 | sonnylazuardi-talk-to-figmamcp · front-end | Enables bidirectional communication with Figma designs through a plugin and WebSocket server, allowing creation and manipulation of design elements… | 6,988 stars · 772 forks | No one-command install · Source | |
| 7 | 99.0719 | mobile-next-mobile-device-controlmcp · front-end | Enables remote control of Android and iOS devices through commands for screenshots, app management, screen interactions, and UI navigation, ideal for… | 6,299 stars · 543 forks | No one-command install · Source | |
| 8 | 99.0140 | 21st-dev-magicmcp · front-end | Create beautiful, modern UI components instantly through natural language descriptions. | 5,773 stars · 440 forks | No one-command install · Source | |
| 9 | 98.9923 | excalidrawmcp · front-end | Generates hand-drawn style Excalidraw diagrams with streaming animations and interactive editing. | 5,370 stars · 507 forks | No one-command install · Source | |
| 10 | 98.8509 | spec-workflowmcp · front-end | Provides structured project management through a four-phase development workflow with requirements gathering, technical design, task breakdown, and… | 4,294 stars · 355 forks | No one-command install · Source | |
| 11 | 98.7900 | mcp-feedback-enhanced-2mcp · front-end | Establishes feedback-oriented development workflows with Web UI and desktop application dual interfaces, enabling AI to confirm with users and… | 3,775 stars · 348 forks | No one-command install · Source | |
| 12 | 98.7049 | ahujasid-ableton-livemcp · front-end | Enables control of Ableton Live music production software through a bidirectional communication system that supports track creation, MIDI editing… | 2,952 stars · 401 forks | No one-command install · Source | |
| 13 | 98.6565 | revogridmcp · front-end | High-performance virtual grid component library with AI assistant integration. | 3,445 stars · 210 forks | No one-command install · Source | |
| 14 | 98.6544 | jpisnice-shadcn-uimcp · front-end | Provides direct access to shadcn/ui v4 components, blocks, and demos through GitHub API integration with automatic framework detection for React… | 2,969 stars · 305 forks | No one-command install · Source | |
| 15 | 98.5062 | dsphper-lanhumcp · front-end | Extracts design specifications and requirements from Lanhu design collaboration platform | 2,283 stars · 256 forks | No one-command install · Source | |
| 16 | 98.4797 | mixelpixx-kicad-pcb-designermcp · front-end | Enables LLMs to directly interact with KiCAD for printed circuit board design. | 1,995 stars · 308 forks | No one-command install · Source | |
| 17 | 98.4323 | neka-nat-freecadmcp · front-end | Enables AI-driven CAD modeling by providing a remote procedure call (RPC) server that allows programmatic control of FreeCAD, supporting operations… | 1,977 stars · 263 forks | No one-command install · Source | |
| 18 | 98.3916 | cyberagiinc-devdocsmcp · front-end | Free, private, UI-based software documentation context management server. Designed with software developers in mind. | 2,105 stars · 193 forks | No one-command install · Source | |
| 19 | 98.3775 | nteract-semioticmcp · front-end | React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose… | 2,691 stars · 137 forks | No one-command install · Source | |
| 20 | 98.2428 | daxianlee-cocos-creatormcp · front-end | Integrates with Cocos Creator 3.8 game development workflows through TypeScript-based tools for scene manipulation, node management, component… | 1,373 stars · 319 forks | No one-command install · Source | |
| 21 | 98.1835 | io-github-bergside-typeuimcp · front-end | Provides design systems, UI prompts, and layout variation guidance to AI coding tools for generating better user interfaces. | 1,855 stars · 136 forks | No one-command install · Source | |
| 22 | 98.1462 | argentmcp · front-end | Enables AI assistants to interact with iOS Simulators and Android Emulators, allowing autonomous app development, UI interaction, profiling, and… | 2,345 stars · 96 forks | No one-command install · Source | |
| 23 | 98.1239 | joshuayoes-ios-simulatormcp · front-end | Enables Claude to control iOS simulators for testing and debugging applications by providing tools for UI interaction, element inspection, and device… | 2,156 stars · 97 forks | No one-command install · Source | |
| 24 | 97.8107 | operative-sh-web-ux-evaluatormcp · front-end | Enables automated browser interactions for evaluating web application user experiences, capturing console logs and network requests to generate… | 1,240 stars · 109 forks | No one-command install · Source | |
| 25 | 97.7426 | duckle-mcp-servermcp · front-end | Duckle ships its own Model Context Protocol server, so Claude can browse the full component catalog and per-component property schemas, generate a… | 1,258 stars · 94 forks | No one-command install · Source | |
| 26 | 97.6639 | chir24-unreal-enginemcp · front-end | Connects to Unreal Engine 5's Remote Control API to enable automated game development workflows including asset management, actor manipulation, level… | 851 stars · 159 forks | No one-command install · Source | |
| 27 | 97.6319 | cookjohn-zoteromcp · front-end | Integrates with Zotero reference management software through a dual-component architecture to provide access to bibliographic data, abstracts, tags… | 1,117 stars · 92 forks | No one-command install · Source | |
| 28 | 97.5773 | jingcheng-chen-rhino-8mcp · front-end | Enables direct control of Rhino 8's 3D modeling environment through a C# SDK-based server that exposes modeling operations for design workflow… | 1,012 stars · 95 forks | No one-command install · Source | |
| 29 | 97.5590 | android-automationmcp · front-end | Provides direct automation and control of Android devices through uiautomator2, enabling clicking, swiping, typing, and UI element inspection for… | 871 stars · 113 forks | No one-command install · Source | |
| 30 | 97.3839 | msrbuilds-elementormcp · front-end | Extends WordPress MCP Adapter to expose Elementor page builder tools for programmatic page design, widget management, and template handling. | 663 stars · 140 forks | No one-command install · Source | |
| 31 | 97.3714 | better-auth-iconsmcp · front-end | Provides access to 200,000+ icons from 150+ collections through the Iconify API with search, retrieval, batch operations, usage pattern learning, and… | 1,256 stars · 54 forks | No one-command install · Source | |
| 32 | 97.3609 | minhalvp-androidmcp · front-end | Integrates with Android Debug Bridge (ADB) to enable remote control, testing, and analysis of Android devices, offering capabilities like package… | 806 stars · 93 forks | No one-command install · Source | |
| 33 | 97.3328 | arinspunk-claude-talk-to-figmamcp · front-end | Enables direct control over Figma designs through WebSocket communication for document inspection, element creation and modification, text… | 653 stars · 129 forks | No one-command install · Source | |
| 34 | 97.2665 | mikechambers-adobe-creative-suitemcp · front-end | Bridges Adobe Creative Suite applications including Photoshop, Premiere Pro, and InDesign through WebSocket connections and UXP plugins, enabling… | 691 stars · 101 forks | No one-command install · Source | |
| 35 | 97.1580 | vercel-nextjs-devtoolsmcp · front-end | Development tools and runtime diagnostics for Next.js projects | 816 stars · 64 forks | No one-command install · Source | |
| 36 | 97.1115 | abhiemj-manim-mcp-servermcp · front-end | A local MCP server that generates animations using Manim. | 638 stars · 89 forks | No one-command install · Source | |
| 37 | 97.0846 | antfu-nuxtmcp · front-end | Integrates with Nuxt.js projects to provide development workflow automation, project scaffolding, and configuration management for Vue.js web… | 909 stars · 51 forks | No one-command install · Source | |
| 38 | 96.9837 | adobe-premiere-promcp · front-end | Integrates with Adobe Premiere Pro through ExtendScript and UXP plugin communication to enable natural language video editing commands for project… | 516 stars · 107 forks | No one-command install · Source | |
| 39 | 96.9066 | youichi-uda-godot-mcp-promcp · front-end | Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime… | 584 stars · 74 forks | No one-command install · Source | |
| 40 | 96.8419 | sparx-fire-revitmcp · front-end | Connects AI assistants to Autodesk Revit for reading, creating, modifying, and deleting building elements through a three-component architecture. | 342 stars · 146 forks | No one-command install · Source | |
| 41 | 96.7805 | lamaalrajih-kicadmcp · front-end | Enables Claude to analyze and validate KiCad electronic design projects through PCB visualization, design rule checking, and schematic analysis for… | 497 stars · 78 forks | No one-command install · Source | |
| 42 | 96.6074 | arodoid-unitymcp · front-end | Enables real-time interaction with Unity Editor projects for tasks like automated level design, asset management, and debugging assistance through C#… | 523 stars · 57 forks | No one-command install · Source | |
| 43 | 96.5115 | godot-mcp-full-controlmcp · front-end | An MCP server providing AI assistants with 149 tools to fully control the Godot game engine, including runtime code execution, scene manipulation… | 448 stars · 66 forks | No one-command install · Source | |
| 44 | 96.4573 | dannote-figma-usemcp · front-end | Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools. | 594 stars · 42 forks | No one-command install · Source | |
| 45 | 96.3916 | mhyrr-sketchupmcp · front-end | Integrates with Sketchup to enable AI-assisted 3D modeling through bidirectional communication, allowing creation, modification, and transformation of… | 396 stars · 68 forks | No one-command install · Source | |
| 46 | 96.3832 | figwrightmcp · front-end | Open-source, bidirectional Figma agent for MCP clients — a free alternative to Figma's Dev Mode MCP. Reads designs with high-fidelity grounding and… | 653 stars · 36 forks | No one-command install · Source | |
| 47 | 96.3432 | hyperb1iss-droidmindmcp · front-end | Enables control and interaction with Android devices through secure tools for device management, app installation, UI automation, file operations, and… | 433 stars · 57 forks | No one-command install · Source | |
| 48 | 96.2927 | kleneway-awesome-cursormcp · front-end | Built for Cursor, integrates screenshot capture, web page structure analysis, and code review capabilities for automated UI testing, web scraping, and… | 337 stars · 97 forks | No one-command install · Source | |
| 49 | 96.2680 | aartiq-servicenowmcp · front-end | Comprehensive ServiceNow platform integration with 400+ tools spanning ITSM, ITOM, HRSD, CSM, SecOps, GRC, Flow Designer, scripting, and… | 263 stars · 112 forks | No one-command install · Source | |
| 50 | 96.0283 | f2c-figma-to-codemcp · front-end | Bridges Figma design files to code generation, enabling direct conversion of designs into HTML, CSS, and other assets with customizable output paths… | 411 stars · 43 forks | No one-command install · Source | |
| 51 | 95.9882 | formulahendry-spec-driven-developmentmcp · front-end | Provides three sequential prompts that guide software development from high-level requirements through EARS format documentation and design… | 437 stars · 39 forks | No one-command install · Source | |
| 52 | 95.9291 | automation-mcpmcp · front-end | Enables AI assistants to automate macOS desktop tasks including mouse control, keyboard input, screenshots, window management, and UI interaction. | 414 stars · 39 forks | No one-command install · Source | |
| 53 | 95.8475 | hey-jian-wei-jianyingmcp · front-end | Integrates with JianYing desktop video editor using UI automation to enable draft management, media handling, track operations, and export… | 295 stars · 67 forks | No one-command install · Source | |
| 54 | 95.7265 | codex-storyboardmcp · front-end | MCP server for managing video storyboard tasks, enabling Codex to automatically generate and populate images/videos based on shot descriptions and… | 318 stars · 47 forks | No one-command install · Source | |
| 55 | 95.5898 | alexgladkov-claude-mobilemcp · front-end | Provides unified mobile device automation for Android devices via ADB and iOS simulators via simctl, enabling screenshots, UI interactions, touch… | 359 stars · 35 forks | No one-command install · Source | |
| 56 | 95.5474 | shuotao-revitmcp · front-end | Educational implementation bridging Autodesk Revit with AI assistants through dual-component architecture for model control and building information… | 102 stars · 110 forks | No one-command install · Source | |
| 57 | 95.5302 | mastergo-design-dslmcp · front-end | Extracts design file metadata from MasterGo files using a personal access token, enabling direct retrieval of design element details for analysis and… | 283 stars · 51 forks | No one-command install · Source | |
| 58 | 95.4495 | sveltemcp · front-end | Official Svelte documentation access and code analysis server that provides up-to-date reference material, playground link generation, and intelligent… | 315 stars · 37 forks | No one-command install · Source | |
| 59 | 95.2977 | storybook-addon-mcpmcp · front-end | Help agents automatically write and test stories for your UI components | 270 stars · 43 forks | No one-command install · Source | |
| 60 | 95.0516 | network-sketchermcp · front-end | AI-native MCP server for designing and managing Cisco network diagrams — L1/L2/L3, PPT and SVG output. | 387 stars · 23 forks | No one-command install · Source | |
| 61 | 95.0418 | figma-ui-mcpmcp · front-end | Bidirectional MCP bridge enabling AI assistants to draw UI on Figma canvas and read designs back as structured data or code tokens via localhost… | 234 stars · 46 forks | No one-command install · Source | |
| 62 | 94.7820 | inditextech-simulator-ios-idbmcp · front-end | Enables iOS simulator automation via Facebook's IDB tool, allowing control of simulators, app launching, screenshot capture, and UI interactions… | 309 stars · 24 forks | No one-command install · Source | |
| 63 | 94.6257 | blender-mcp-vxaimcp · front-end | Enables natural language control of Blender 3D through MCP clients, allowing creation, modification, and manipulation of 3D models, animations, and… | 299 stars · 23 forks | No one-command install · Source | |
| 64 | 94.4726 | montevive-penpotmcp · front-end | Integrates with Penpot's API to enable project browsing, file retrieval, object searching, and visual component export with automatic screenshot… | 237 stars · 28 forks | No one-command install · Source | |
| 65 | 94.3898 | magicuidesignmcp · front-end | Provides structured access to Magic UI's component library for generating accurate code suggestions with proper installation instructions for… | 202 stars · 35 forks | No one-command install · Source | |
| 66 | 94.3694 | figma-fluttermcp · front-end | Converts Figma designs into Flutter widget code by extracting design elements, analyzing component structures, and generating complete project… | 244 stars · 25 forks | No one-command install · Source | |
| 67 | 94.3058 | barryyip0625-discordmcp · front-end | Integrates with Discord to enable channel management, forum post creation, message sending, and reaction handling through secure authentication and… | 103 stars · 64 forks | No one-command install · Source | |
| 68 | 93.9199 | gh-shashankswe2020-ux-whoopmcp · front-end | Accesses WHOOP fitness device data including recovery scores, sleep analysis, and workout history. | 149 stars · 52 forks | No one-command install · Source | |
| 69 | 93.5455 | design-systems-mcp-servermcp · front-end | Enables AI-powered access to authoritative design systems knowledge, including W3C standards, WCAG guidelines, and best practices from 188+ curated… | 204 stars · 20 forks | No one-command install · Source | |
| 70 | 93.5175 | yfmeii-weapp-devmcp · front-end | Automates WeChat Mini Program testing and UI interactions through DevTools integration, enabling application lifecycle management, page navigation… | 175 stars · 25 forks | No one-command install · Source | |
| 71 | 93.2605 | webflowmcp · front-end | AI-powered design and management for Webflow sites via the Data API and Designer API. | 138 stars · 34 forks | No one-command install · Source | |
| 72 | 93.1933 | sshtunnelvision-fal-ai-image-generationmcp · front-end | Integrates with FAL AI to generate images from text prompts using models like 'fal-ai/recraft-v3', enabling real-time visual content creation for… | 172 stars · 21 forks | No one-command install · Source | |
| 73 | 92.5375 | kargatharaakash-google-stitchmcp · front-end | Integrates with Google Stitch design platform to enable automated UI/UX design workflows, component generation, and cross-platform design system… | 121 stars · 27 forks | No one-command install · Source | |
| 74 | 92.3538 | ttiimmaacc-cinema4dmcp · front-end | Enables Claude to interact with Cinema 4D through a socket-based communication system for scene manipulation, rendering, and animation directly from… | 117 stars · 26 forks | No one-command install · Source | |
| 75 | 92.2212 | mario-andreschak-windows-desktop-automationmcp · front-end | Enables Windows desktop automation through TypeScript-wrapped AutoIt functions for controlling mouse movements, keyboard input, window management, and… | 114 stars · 25 forks | No one-command install · Source | |
| 76 | 92.2058 | asdecided-coremcp · front-end | Provides deterministic, read-only access to engineering decisions, requirements, and designs stored as Markdown in a repository, enabling agents to… | 292 stars · 9 forks | No one-command install · Source | |
| 77 | 92.1785 | timholden-figma-design-systemmcp · front-end | Integrates with the Figma REST API to manage design system elements, enabling variable handling, file operations, and collaborative workflows. | 150 stars · 16 forks | No one-command install · Source | |
| 78 | 91.9310 | matthewdailey-figmamcp · front-end | Interact with Figma design files through the Figma REST API for design analysis, feedback, and collaboration. | 213 stars · 10 forks | No one-command install · Source | |
| 79 | 91.7744 | jabberwock-blend-aimcp · front-end | Comprehensive Blender integration with 161 tools across 24 domains for 3D modeling, animation, rendering, sculpting, physics, and scene management… | 137 stars · 15 forks | No one-command install · Source | |
| 80 | 91.6580 | khromov-svelte-llmmcp · front-end | Provides Svelte 5 and SvelteKit documentation access with automated content syncing from the official repository, offering both raw and AI-optimized… | 160 stars · 12 forks | No one-command install · Source | |
| 81 | 91.5725 | theailanguage-terminalmcp · front-end | Enables execution of shell commands within a designated workspace directory, capturing both standard output and error streams for file operations… | 89 stars · 30 forks | No one-command install · Source | |
| 82 | 91.4452 | powerpoint-mcp-servermcp · front-end | Enables PowerPoint automation on Windows, including template-based creation, real-time editing, LaTeX equations, animations, and multimodal slide… | 112 stars · 17 forks | No one-command install · Source | |
| 83 | 91.3000 | sonatypemcp · front-end | Component intelligence with versions, security analysis, and Trust Score recommendations | 73 stars · 33 forks | No one-command install · Source | |
| 84 | 90.8906 | lakr233-iphone-automationmcp · front-end | Provides iPhone automation capabilities through Appium and XCUITest, enabling device control, app launching, UI interaction, and screenshot capture… | 133 stars · 11 forks | No one-command install · Source | |
| 85 | 90.8208 | indesign-uxp-mcp-servermcp · front-end | A Model Context Protocol (MCP) server that gives AI assistants direct, native control over Adobe InDesign via a UXP plugin bridge, with ~130 tools… | 93 stars · 18 forks | No one-command install · Source | |
| 86 | 90.7391 | alfredatnycu-grasshopper-parametric-designmcp · front-end | Connects Grasshopper parametric design software with Claude through a bidirectional TCP server and Python bridge, enabling natural language control of… | 97 stars · 16 forks | No one-command install · Source | |
| 87 | 90.7366 | mcp-nextjsmcp · front-end | Next.js-based MCP server with OAuth 2.1 authentication, deployable on Vercel, supporting SSE and Streamable HTTP transports for various clients. | 88 stars · 19 forks | No one-command install · Source | |
| 88 | 90.5357 | eda-toolsmcp · front-end | Integrates with Electronic Design Automation tools to enable hardware design workflows including RTL synthesis, simulation, timing analysis, and… | 111 stars · 12 forks | No one-command install · Source | |
| 89 | 90.3727 | sengbin-jlcedamcp · front-end | Provides MCP integration for JLCEDA (EasyEDA) electronic design automation with bridged connector architecture. | 85 stars · 17 forks | No one-command install · Source | |
| 90 | 90.3722 | kicad-mcp-servermcp · front-end | An MCP server that enables AI assistants to analyze schematics, inspect PCBs, trace connections, validate designs, and generate embedded code for… | 88 stars · 16 forks | No one-command install · Source | |
| 91 | 90.2824 | apinetwork-piapi-image-generationmcp · front-end | Integrates with PiAPI to enable AI-driven image generation from text prompts for content creation and visual design tasks. | 75 stars · 22 forks | No one-command install · Source | |
| 92 | 90.2690 | igniteuimcp · front-end | Official MCP server for Ignite UI providing documentation access, GitHub API integration, and CLI component scaffolding. | 136 stars · 9 forks | No one-command install · Source | |
| 93 | 90.1528 | mrdgbot-lanhumcp · front-end | Access Lanhu design files to generate HTML/CSS, extract design tokens, and convert mockups to code without leaving your editor. | 116 stars · 10 forks | No one-command install · Source | |
| 94 | 90.1005 | jazelly-next-api-scannermcp · front-end | Scans Next.js project directories to extract API route information, validation schemas, and type definitions for automated documentation and testing… | 99 stars · 12 forks | No one-command install · Source | |
| 95 | 90.0913 | iphone-mcpmcp · front-end | Enables AI agents to control real iPhones and simulators on macOS, allowing for UI interaction, testing, and automation. | 89 stars · 14 forks | No one-command install · Source | |
| 96 | 90.0397 | aydinfer-spline-3d-designmcp · front-end | Connects to Spline 3D design tool API for creating, manipulating, and exporting 3D scenes with support for animations, model imports, and event-based… | 84 stars · 15 forks | No one-command install · Source | |
| 97 | 90.0231 | bv-venky-excalidraw-architectmcp · front-end | Generates Excalidraw architecture diagrams with automatic hierarchical layout, technology-aware styling for 50+ components, and stateful editing… | 147 stars · 8 forks | No one-command install · Source | |
| 98 | 89.9705 | spences10-svelte-docsmcp · front-end | Integrates with Svelte documentation to enable efficient querying and retrieval of framework-specific content for development assistance. | 123 stars · 9 forks | No one-command install · Source | |
| 99 | 89.9681 | birdseyevue-daisyuimcp · front-end | Provides access to DaisyUI component documentation and usage patterns for Tailwind CSS development | 80 stars · 16 forks | No one-command install · Source | |
| 100 | 89.9019 | jshmllr-sketch-contextmcp · front-end | Bridges Sketch design files with development workflows through dual-component architecture, enabling file parsing, component extraction, layer… | 72 stars · 20 forks | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.