Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 401 | 63.107 | easingthemes-aemmcp · front-end | Interact with Adobe Experience Manager for content, component, and asset operations. | 4 stars · 5 forks | No one-command install · Source | |
| 402 | 62.111 | usevyremcp · front-end | Provides Claude Desktop and Cursor with real-time useVyre component context — valid props, variants, anti-patterns, and design tokens. | 7 stars · 3 forks | No one-command install · Source | |
| 402 | 62.111 | agentcloakmcp · front-end | A proxy service that sits between AI agents and email, providing safe access with read-only design, PII redaction, blocklists, and sanitization. | 7 stars · 3 forks | No one-command install · Source | |
| 402 | 62.111 | aurafriday-mcp-link-blendermcp · front-end | Exposes Blender's Python API to AI agents for 3D modeling, animation, and rendering through arbitrary code execution. | 7 stars · 3 forks | No one-command install · Source | |
| 402 | 62.111 | mackee-daemonizemcp · front-end | Enables AI agents to manage long-running development servers by providing tools to start, monitor, stop, and debug processes like Vite or Next.js… | 7 stars · 3 forks | No one-command install · Source | |
| 402 | 62.111 | noahlozevski-idbmcp · front-end | Integrates with Facebook's iOS Development Bridge (idb) to enable automated iOS device management, test execution, UI interactions, and app… | 7 stars · 3 forks | No one-command install · Source | |
| 407 | 62.046 | petsonalitymcp · front-end | A terminal companion that reacts to your coding activity with personalized ASCII pets, offering encouragement and commentary based on MBTI personality… | 8 stars · 2 forks | No one-command install · Source | |
| 407 | 62.046 | dogmeat88-easyeda-promcp · front-end | MCP server for AI-driven control of EasyEDA Pro PCB design, covering schematics, component placement, routing, and project management. | 8 stars · 2 forks | No one-command install · Source | |
| 407 | 62.046 | hypescale-storyblok-mcp-servermcp · front-end | MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Manage stories, components, assets, workflows, releases, and more via AI… | 8 stars · 2 forks | No one-command install · Source | |
| 407 | 62.046 | enolgr-primevuemcp · front-end | Extracts PrimeVue component API data including props, emits, slots, and design tokens through automated TypeScript parsing and web scraping to provide… | 8 stars · 2 forks | No one-command install · Source | |
| 411 | 62.026 | excel-mcp-server-2mcp · front-end | Enables game designers to manipulate Excel files using natural language or SQL, supporting cross-sheet operations, batch modifications, and game… | 10 stars · 1 fork | No one-command install · Source | |
| 411 | 62.026 | let-sunny-canicodemcp · front-end | Analyze Figma designs for development and AI readiness with 39 rules, scoring, and HTML reports. | 10 stars · 1 fork | No one-command install · Source | |
| 411 | 62.026 | octoco-sheetsdatamcp · front-end | Provides structured electronic component datasheet data including specs, pinouts, and package information. | 10 stars · 1 fork | No one-command install · Source | |
| 411 | 62.026 | silkworm-mcpmcp · front-end | A full-featured MCP server for building scrapers, with tools for page fetching, HTML parsing, CSS/XPath querying, and spider generation using… | 10 stars · 1 fork | No one-command install · Source | |
| 411 | 62.026 | gh-bunnyf-kicadmcp · front-end | AI-assisted PCB design with KiCad 9.x — schematic capture and board layout tools. | 10 stars · 1 fork | No one-command install · Source | |
| 411 | 62.026 | hemanth-interactive-html-uimcp · front-end | Reference implementation demonstrating interactive HTML UI capabilities through the SEP-1865 specification with example tools and sandboxed iframe… | 10 stars · 1 fork | No one-command install · Source | |
| 417 | 61.891 | ai-slides-mcpmcp · front-end | Generates images through ChatGPT's web backend and assembles them into full-bleed, branded PowerPoint decks with slide styling and reference-based… | 3 stars · 5 forks | No one-command install · Source | |
| 418 | 61.362 | dasheck0-face-generatormcp · front-end | Generates customizable human face images using thispersondoesnotexist.com, offering options for shape, dimensions, and batch processing for UI… | 6 stars · 4 forks | No one-command install · Source | |
| 419 | 60.677 | livewire-flux-mcpmcp · front-end | MCP server that provides access to Livewire Flux components and layouts documentation, enabling AI assistants to fetch and search through… | 9 stars · 1 fork | No one-command install · Source | |
| 419 | 60.677 | neozhehan-figma-editmcp · front-end | Read, create, and modify Figma designs programmatically via the Figma API. | 9 stars · 1 fork | No one-command install · Source | |
| 419 | 60.677 | f-mcp-figma-mcp-bridgemcp · front-end | Enables AI assistants to read, analyze, and modify Figma designs, manage design tokens, and create prototype connections, all while keeping data… | 9 stars · 1 fork | No one-command install · Source | |
| 419 | 60.677 | 0ics-ui-ticketmcp · front-end | Human-to-AI code review bridge for UI prototypes with browser annotations. | 9 stars · 1 fork | No one-command install · Source | |
| 419 | 60.677 | font-mcpmcp · front-end | An expert design advisor MCP server that researches live discussions, scans project files, and automatically downloads font files for your project… | 9 stars · 1 fork | No one-command install · Source | |
| 419 | 60.677 | gh-samanvaya5-subtextmcp · front-end | Provides 14 tools for YouTube search, transcripts, channel analysis, playlists, and comments, designed for structured multi-stage intelligence… | 9 stars · 1 fork | No one-command install · Source | |
| 419 | 60.677 | stitch-pro-mcpmcp · front-end | An intelligent MCP server for Google Stitch that generates production-ready UI from text prompts, with auto-orchestration of design systems, WCAG… | 9 stars · 1 fork | No one-command install · Source | |
| 426 | 60.262 | cotdp-scrapermcp · front-end | Extracts content from websites through four core tools for HTML scraping, markdown conversion, text extraction, and link discovery with batch… | 7 stars · 2 forks | No one-command install · Source | |
| 426 | 60.262 | ayigityol-asepritemcp · front-end | Provides 43 tools for pixel art creation, animation, and sprite sheet export through Aseprite's headless CLI with pixel-perfect drawing algorithms. | 7 stars · 2 forks | No one-command install · Source | |
| 426 | 60.262 | mcp-vue-ui-kit-servermcp · front-end | Enables AI assistants to access documentation of Vue UI components, including props, events, and slots, for generating correct usage code. | 7 stars · 2 forks | No one-command install · Source | |
| 426 | 60.262 | game-thinkingmcp · front-end | Provides a structured tool for dynamic game design problem-solving, enabling developers to explore and iterate game mechanics through a sequential… | 7 stars · 2 forks | No one-command install · Source | |
| 430 | 60.035 | mcp-yfinance-uxmcp · front-end | Provides Bloomberg Terminal-style market data for AI agents, with formatted tables and navigable hierarchy (markets → sector → ticker). | 6 stars · 3 forks | No one-command install · Source | |
| 430 | 60.035 | blockout-mcpmcp · front-end | Enables AI agents to control the Blockout previs desktop app for AI filmmaking, allowing staging of 3D worlds, character animation, camera framing… | 6 stars · 3 forks | No one-command install · Source | |
| 430 | 60.035 | figma-mcp-write-bridgemcp · front-end | A Model Context Protocol server that enables AI agents to programmatically create, modify, and manage Figma documents via a WebSocket bridge and Figma… | 6 stars · 3 forks | No one-command install · Source | |
| 430 | 60.035 | ag-ui-chatbot-mcp-servermcp · front-end | Enables dynamic UI template generation through natural language using Model Context Protocol, supporting multiple AI model providers like Bedrock… | 6 stars · 3 forks | No one-command install · Source | |
| 430 | 60.035 | mcp-server-ddd-templatemcp · front-end | A template MCP server using Domain-Driven Design, providing Bitcoin fee recommendations and a health check tool. | 6 stars · 3 forks | No one-command install · Source | |
| 435 | 59.854 | runcuemcp · front-end | RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI using natural language tasks via WebDriverAgent. It provides tools for… | 14 stars | No one-command install · Source | |
| 436 | 59.814 | huly-mcp-sdkmcp · front-end | The most complete MCP server for Huly, the open-source project management platform. It connects MCP-compatible clients to a Huly workspace, enabling… | 5 stars · 4 forks | No one-command install · Source | |
| 437 | 59.715 | mcp-architectmcp · front-end | Provides comprehensive architectural expertise through specialized agents, resources, and tools for generating, evaluating, and modifying… | 8 forks | No one-command install · Source | |
| 438 | 59.040 | the-designermcp · front-end | Enables generating UI design rules, fetching color palettes, and retrieving brand design references from over 328 brands. | 13 stars | No one-command install · Source | |
| 438 | 59.040 | lorecraft-io-refero-designmcp · front-end | Searches the Refero Styles design catalog in plain English and generates DESIGN.md files with colors, typography, and spacing for any project. | 13 stars | No one-command install · Source | |
| 440 | 59.029 | taste-bank-mcp-servermcp · front-end | Enables coding agents to browse, fetch, apply, and submit structured front-end style packs from the Taste Bank library. Provides tools for listing… | 8 stars · 1 fork | No one-command install · Source | |
| 440 | 59.029 | martinuslee-oh-my-keggmcp · front-end | Integrates with KEGG biological databases to provide access to pathways, genes, compounds, reactions, enzymes, diseases, drugs, and orthology data… | 8 stars · 1 fork | No one-command install · Source | |
| 440 | 59.029 | hamen-android-adbmcp · front-end | Provides Android device automation through ADB integration, enabling screenshots, UI hierarchy dumps, key events, coordinate tapping, text input… | 8 stars · 1 fork | No one-command install · Source | |
| 440 | 59.029 | fontlab-mcp-servermcp · front-end | Enables AI assistants to interact with FontLab for font design and manipulation, including querying font metadata, creating/modifying glyphs, applying… | 8 stars · 1 fork | No one-command install · Source | |
| 440 | 59.029 | radix-ui-mcp-servermcp · front-end | Enables AI assistants to access and work with Radix UI libraries (Themes, Primitives, Colors) by retrieving components, documentation, and… | 8 stars · 1 fork | No one-command install · Source | |
| 440 | 59.029 | mcp-ctf-challenge-servermcp · front-end | A vulnerable MCP server designed for educational CTF challenges. It demonstrates various MCP security vulnerabilities in a controlled environment. | 8 stars · 1 fork | No one-command install · Source | |
| 440 | 59.029 | component-harvester-mcp-servermcp · front-end | Harvests React components from Aceternity UI and Shadcn UI, fetching code and metadata to generate integration prompts for AI agents. | 8 stars · 1 fork | No one-command install · Source | |
| 447 | 58.185 | pixelcheckmcp · front-end | Visual inspection and web interaction for AI agents: audit pages, extract data, and judge UI correctness. | 6 stars · 2 forks | No one-command install · Source | |
| 447 | 58.185 | sticker-mcpmcp · front-end | Enables AI to send expressive stickers based on conversation context, with a built-in UI for managing stickers. | 6 stars · 2 forks | No one-command install · Source | |
| 447 | 58.185 | animamcp · front-endalso listed as anima-mcp-server | Connect AI agents to Anima Playground, Figma, and design systems. | 6 stars · 2 forks | No one-command install · Source | |
| 447 | 58.185 | moke-mcpmcp · front-end | Brings Mockplus design data into AI coding assistants, enabling automated design-to-code workflows. | 6 stars · 2 forks | No one-command install · Source | |
| 447 | 58.185 | visily-mcpmcp · front-end | Brings Visily designs into AI coding agents, enabling design-to-code generation, board discovery, and theme token application. | 6 stars · 2 forks | No one-command install · Source | |
| 447 | 58.185 | a-earthperson-rxresumemcp · front-end | Integrates with the Reactive Resume API for creating, editing, and managing professional resumes with schema-validated data manipulation. | 6 stars · 2 forks | No one-command install · Source | |
| 454 | 57.729 | frontend-review-mcpmcp · front-end | Enables visual review of UI edits by comparing before and after screenshots, returning whether the edit satisfies the request. | 7 forks | No one-command install · Source | |
| 455 | 57.364 | stephenshorton-sboxmcp · front-end | Manipulates the s&box game engine editor with scene editing, component management, and asset integration. | 5 stars · 3 forks | No one-command install · Source | |
| 455 | 57.364 | plexara-mcp-test-servermcp · front-end | Go-based MCP test fixture for gateway testing with 12 tools, HTTP streamable transport, Postgres audit logging, and an embedded React web portal. | 5 stars · 3 forks | No one-command install · Source | |
| 455 | 57.364 | archimedes-figma-chunkedmcp · front-end | Provides a memory-efficient interface to the Figma API that handles large files by breaking operations into manageable chunks with pagination support… | 5 stars · 3 forks | No one-command install · Source | |
| 458 | 57.311 | mup-mcp-servermcp · front-endalso listed as ricky610329-mup | Enables LLM chat interfaces to load and interact with interactive UI components (MUPs) such as slides, PDF readers, and sound pads, allowing both… | 11 stars | No one-command install · Source | |
| 458 | 57.311 | vue-docs-mcpmcp · front-end | Provides AI assistants with up-to-date Vue ecosystem documentation through the Model Context Protocol, enabling semantic search, API lookup, and… | 11 stars | No one-command install · Source | |
| 461 | 57.245 | k1ta141k-bench-routermcp · front-endalso listed as mcp-bench-router | Routes design tasks to the top-performing model from the designarena.ai leaderboard via OpenRouter. | 7 stars · 1 fork | No one-command install · Source | |
| 461 | 57.245 | superdwayne-8thwall-desktopmcp · front-end | Enables building WebAR experiences through natural language by providing orchestration tools for A-Frame/Three.js projects and 8th Wall Desktop… | 7 stars · 1 fork | No one-command install · Source | |
| 461 | 57.245 | browser-connect-mcpmcp · front-end | Enables AI assistants to connect to browser DevTools and backend debuggers for full-stack debugging, including frontend console, network, performance… | 7 stars · 1 fork | No one-command install · Source | |
| 465 | 56.206 | quentincody-catalysishub-mcp-servermcp · front-end | Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis… | 2 stars · 4 forks | No one-command install · Source | |
| 466 | 56.183 | boltzmcp · front-end | Claude Desktop MCP extension for protein structure prediction, ligand binding estimation, and molecular design via Boltz computational biology tools. | 10 stars | No one-command install · Source | |
| 466 | 56.183 | computer-use-winmcp · front-end | MCP stdio server that lets DSH agents see and operate Windows desktop apps via UI Automation, screenshots, mouse/keyboard, OCR, and window management. | 10 stars | No one-command install · Source | |
| 466 | 56.183 | ui5con-2026-mcp-appsmcp · front-end | Provides runnable samples demonstrating how MCP tools can return deterministic, interactive UIs using HTML, UI5 Web Components, UI Integration Cards… | 10 stars | No one-command install · Source | |
| 466 | 56.183 | imugimcp · front-end | Enables AI to capture, compare, and automatically patch frontend code against reference designs, achieving pixel-perfect fidelity without manual CSS… | 10 stars | No one-command install · Source | |
| 470 | 55.515 | saglitzdesign-mcpmcp · front-end | Provides expert design and marketing guidance for AI coding agents through curated knowledge documents and tools. Covers UI/UX, copywriting, SEO, GEO… | 5 stars · 2 forks | No one-command install · Source | |
| 470 | 55.515 | tyler-forgemcp · front-end | Provides access to Tyler Technologies' design system documentation, component APIs, design tokens, and framework integration guides with intelligent… | 5 stars · 2 forks | No one-command install · Source | |
| 470 | 55.515 | mcp-server-kicadmcp · front-end | MCP servers for KiCad schematic, PCB, symbol, footprint, and project automation, enabling AI-assisted electronic design via tools for read/write… | 5 stars · 2 forks | No one-command install · Source | |
| 470 | 55.515 | figma-mcp-expressmcp · front-end | Fast, quota-free Figma automation for coding agents, enabling AI agents to read, edit, migrate, audit, screenshot, and prototype inside Figma Desktop… | 5 stars · 2 forks | No one-command install · Source | |
| 470 | 55.515 | andrewmat32-apostrophe-cms-generatormcp · front-end | Automates Apostrophe CMS module creation with intelligent code generation for pieces, pages, widgets, and bundles including BEM-style SCSS and design… | 5 stars · 2 forks | No one-command install · Source | |
| 470 | 55.515 | rive-mcp-servermcp · front-end | Orchestrates Rive animations by enabling discovery, integration, and composition across frameworks like React and Vue, with code generation and… | 5 stars · 2 forks | No one-command install · Source | |
| 470 | 55.515 | stackzero-ui-componentsmcp · front-end | Integrates with Stackzero Labs' commerce UI component library to browse, retrieve, and install React components optimized for e-commerce applications… | 5 stars · 2 forks | No one-command install · Source | |
| 477 | 55.168 | decantrmcp · front-end | Design intelligence layer that keeps AI-generated UI visually consistent via design contracts. | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | silicon-truth-bridgemcp · front-end | A read-only MCP evidence server for chip verification and RTL debugging that exposes structured design and waveform data from Synopsys Verdi databases… | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | trattomcp · front-end | Lets AI draw technical analysis markup (support/resistance, trendlines, Fibonacci) directly onto Yahoo Finance's live chart via the ChartIQ engine… | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | near-hydra-mcpmcp · front-end | Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a single NEAR account, designed for AI agents and humans via MCP. | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | software-design-mermaid-mcpmcp · front-end | Enables visual drag-and-drop editing of Mermaid diagrams through Claude, allowing iterative refinement of software architecture designs. | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | wordlymcp · front-end | An MCP App that provides an interactive UI for visualizing multiple rewritten variations of text, enabling grammar checking, style adjustments, and… | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | classmcpmcp · front-end | Multi-framework MCP server that enables AI to generate clean, semantic CSS class names (e.g., btn-primary) instead of verbose utility strings, with… | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | material-3-mcp-servermcp · front-end | Provides AI agents with tools to access Material 3 design components, design tokens, icons, and accessibility guidelines across multiple frameworks. | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | web-retrieval-mcpmcp · front-end | A Model Context Protocol server that analyzes webpage design structures, providing detailed layout, navigation, content, form, image, and link… | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | rive-docs-mcpmcp · front-end | Provides access to Rive's animation documentation, runtime guides, editor features, and tutorials via the Model Context Protocol. | 6 stars · 1 fork | No one-command install · Source | |
| 477 | 55.168 | mcp-novel-game-servermcp · front-end | A novel game server supporting multi-branch visual novel scenarios in English and Japanese, designed to help understand MCP Resources. | 6 stars · 1 fork | No one-command install · Source | |
| 488 | 54.833 | jerrycan-mcpmcp · front-end | The AI-native Rust backend framework + generation platform. Help agents design, generate, verify and package complete backends. | 9 stars | No one-command install · Source | |
| 488 | 54.833 | lyse-labs-ds-pilotmcp · front-end | Expose design system components and tokens to AI agents for search, prop inspection, and token lookup. | 9 stars | No one-command install · Source | |
| 490 | 53.985 | tengfone-supabase-nextjsmcp · front-end | Integrates with Supabase to provide a notes system with creation, listing, and summarization capabilities for applications requiring structured… | 4 stars · 3 forks | No one-command install · Source | |
| 491 | 53.790 | hermes-figma-prompt-hub-mcp-servermcp · front-end | Enables management of structured prompt assets from Figma, including listing, validating, and exporting prompts via the Model Context Protocol. | 1 star · 4 forks | No one-command install · Source | |
| 491 | 53.790 | ocp-performance-analyzer-mcpmcp · front-end | A comprehensive, AI-powered performance analysis and monitoring platform for OpenShift/Kubernetes clusters. This project provides Model Context… | 1 star · 4 forks | No one-command install · Source | |
| 493 | 53.186 | dannykeane-figmanagemcp · front-endalso listed as figmanage | Manages Figma organization workspaces including seats, teams, projects, permissions, and analytics. | 8 stars | No one-command install · Source | |
| 493 | 53.186 | carlospalacin-spartan-ngmcp · front-end | Access Spartan Angular UI component APIs, documentation, and installation commands for 56 components and 17 page-level blocks. | 8 stars | No one-command install · Source | |
| 493 | 53.186 | ravaniroshan-winscriptmcp · front-end | Windows desktop automation with 59 tools for UI control, Office integration, and workflow recording. | 8 stars | No one-command install · Source | |
| 493 | 53.186 | figma-spec-mcpmcp · front-end | Bridge Figma designs to any platform with structured specs for Unity, React, Flutter, SwiftUI, and more, including layout audit, design tokens, and… | 8 stars | No one-command install · Source | |
| 498 | 52.498 | substance-3d-designer-mcpmcp · front-end | Provides a secure interface to Adobe Substance 3D Designer, enabling read and write operations on graphs, nodes, and packages through the MCP… | 5 stars · 1 fork | No one-command install · Source | |
| 498 | 52.498 | perspective-aimcp · front-end | Design, deploy, and analyze AI-powered conversational agents that replace static forms. | 5 stars · 1 fork | No one-command install · Source | |
| 498 | 52.498 | dudu1111685-waha-whatsappmcp · front-end | Integrates with WhatsApp through WAHA platform to enable complete messaging automation including sending and receiving media files, managing contacts… | 5 stars · 1 fork | 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.