Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 601 | 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 | |
| 602 | 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 | |
| 603 | 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 | |
| 604 | 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 | |
| 605 | 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 | |
| 606 | 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 | |
| 607 | 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 | |
| 608 | 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 | |
| 609 | 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 | |
| 610 | 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 | |
| 611 | 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 | |
| 612 | 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 | |
| 613 | 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 | |
| 614 | 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 | |
| 615 | 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 | |
| 616 | 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 | |
| 617 | 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 | |
| 618 | 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 | |
| 619 | 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 | |
| 620 | 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 | |
| 621 | 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 | |
| 622 | 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 | |
| 623 | 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 | |
| 624 | 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 | |
| 625 | 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 | |
| 626 | 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 | |
| 627 | 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 | |
| 628 | 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 | |
| 629 | 63.107 | aem-mcp-servermcp · front-end | A full-featured MCP server for Adobe Experience Manager that enables non-technical users to manage AEM content, components, assets, and workflows via… | 4 stars · 5 forks | No one-command install · Source | |
| 630 | 63.155 | satori-mcp-servermcp · front-end | An MCP server that generates beautiful images from React components using Satori. Create social cards, blog headers, quotes, and custom images… | 11 stars · 1 fork | No one-command install · Source | |
| 631 | 63.155 | svg2vector-mcpmcp · front-end | MCP server for converting SVG files to Android Vector Drawable XML, enabling seamless integration with Figma MCP for Android development. | 11 stars · 1 fork | No one-command install · Source | |
| 632 | 63.269 | googlarz-signal-mcpmcp · front-end | Full Signal messenger MCP server and CLI. Send/receive messages, manage groups and contacts, search history, handle attachments and reactions. Runs… | 2 stars · 6 forks | No one-command install · Source | |
| 633 | 63.439 | buouui-supauimcp · front-end | Enables React UI component generation, fetching, and management through natural language interactions on the buouui.com platform, leveraging… | 7 stars · 4 forks | No one-command install · Source | |
| 634 | 63.439 | react-native-mcp-servermcp · front-end | Enables automation and monitoring of React Native apps by providing tools to tap, swipe, screenshot, inspect component state, profile renders, and… | 7 stars · 4 forks | No one-command install · Source | |
| 635 | 63.694 | wordpress-design-system-mcp-servermcp · front-end | Provides AI assistants with access to WordPress Design System component information and design guidance. | 9 stars · 2 forks | No one-command install · Source | |
| 636 | 63.694 | agentsumo-mcpmcp · front-end | Enables interactive design, execution, and analysis of SUMO traffic simulations through natural language, providing tools for scenario generation… | 9 stars · 2 forks | No one-command install · Source | |
| 637 | 63.896 | bobvasic-gemini-ui-designmcp · front-end | Integrates with Google's Gemini 2.5 Pro to provide enterprise-grade UI/UX design tools, component generation, brand identity creation, and… | 8 stars · 3 forks | No one-command install · Source | |
| 638 | 63.896 | fluentui-mcp-servermcp · front-end | Comprehensive MCP server for Fluent UI React v9 development, providing component knowledge, design tokens, code generation, and validation tools. | 8 stars · 3 forks | No one-command install · Source | |
| 639 | 64.134 | ultimate-android-mcpmcp · front-end | Enables LLMs to control and manage Android devices via ADB, including app installation, UI interaction, and device monitoring. | 12 stars · 1 fork | No one-command install · Source | |
| 640 | 64.134 | rudraptpsingh-figbridgemcp · front-end | Local MCP bridge for Figma — exports HTML, CSS, Tailwind, tokens, and agent handoff bundles. | 12 stars · 1 fork | No one-command install · Source | |
| 641 | 64.134 | figbridgemcp · front-end | Bridges Figma and code for AI agents, enabling reading design data, importing live URLs into Figma, auditing designs, and generating source patches… | 12 stars · 1 fork | No one-command install · Source | |
| 642 | 64.134 | google-fonts-mcpmcp · front-end | MCP server for searching Google Fonts and generating complete CSS/Tailwind typographic systems with font pairings and modular scales. | 12 stars · 1 fork | No one-command install · Source | |
| 643 | 64.294 | designparsermcp · front-end | MCP server providing 55+ evidence-backed design rules across 9 categories as AI tools for color, typography, spacing, UX laws, and interaction design. | 22 stars | No one-command install · Source | |
| 644 | 64.619 | visbug-mcp-bridgemcp · front-end | Bridge between VisBug and Cursor via MCP, enabling visual edits on localhost to be captured and applied as structured CSS diffs. Russian localization… | 6 stars · 5 forks | No one-command install · Source | |
| 645 | 64.883 | axonixtools-pocket-androidmcp · front-end | Transforms Android phones into automation servers for messaging, calls, contact search, location, notifications, app control, and UI automation over… | 13 stars · 1 fork | No one-command install · Source | |
| 646 | 65.043 | tokenizin-tailwind-to-nativewindmcp · front-end | Transforms Tailwind components to NativeWind 4 for React Native. | 10 stars · 2 forks | No one-command install · Source | |
| 647 | 65.043 | simonliebers-blazor-componentsmcp · front-end | Uses reflection to discover and analyze Blazor components from loaded assemblies, extracting metadata about parameters, cascading parameters, and… | 10 stars · 2 forks | No one-command install · Source | |
| 648 | 65.043 | tellfigmamcp · front-end | An open-source MCP server that gives AI assistants full read-write access to Figma, enabling creation, editing, and deletion of designs directly… | 10 stars · 2 forks | No one-command install · Source | |
| 649 | 65.105 | leisymqaz-lumerical-fdtdmcp · front-end | Bridges Ansys Lumerical FDTD photonic simulation software with MCP clients for AI-assisted photonic design. | 24 stars | No one-command install · Source | |
| 650 | 65.223 | kailashg-figma-to-react-nativemcp · front-end | Extracts and analyzes components from Figma design files, enabling seamless integration between Figma designs and React Native development through… | 8 stars · 4 forks | No one-command install · Source | |
| 651 | 65.223 | kelnishi-popuimcp · front-end | Enables Claude Desktop to create and interact with dynamic visual interfaces through a bi-directional Electron bridge, allowing real-time manipulation… | 8 stars · 4 forks | No one-command install · Source | |
| 652 | 65.223 | shinokada-flowbite-sveltemcp · front-end | Provides direct access to Flowbite-Svelte component documentation through specialized tools for finding components, retrieving detailed docs, browsing… | 8 stars · 4 forks | No one-command install · Source | |
| 653 | 65.223 | billduke13-code-explainermcp · front-end | Integrates with Cloudflare Workers to provide code explanation services, including architecture diagram generation, core functionality identification… | 8 stars · 4 forks | No one-command install · Source | |
| 654 | 65.223 | fastmcp-webinar-demo-servermcp · front-end | An MCP server with six tools including web search, URL fetching, math calculation, and note management. Designed for a live-coding demo integrating… | 8 stars · 4 forks | No one-command install · Source | |
| 655 | 65.543 | lolrazh-rayon-design-cadmcp · front-end | Integrates with Rayon Design CAD interface using browser automation to enable shape creation and drawing method searches for AI-assisted design… | 9 stars · 3 forks | No one-command install · Source | |
| 656 | 65.543 | storyblok-mcpmcp · front-end | Enables to manage Storyblok components through natural language descriptions, including creating and updating components with various field types. | 9 stars · 3 forks | No one-command install · Source | |
| 657 | 65.543 | react-design-systems-mcpmcp · front-end | Provides component information, usage guidelines, and code generation for AWS Cloudscape Design System in React, with search and pattern library… | 9 stars · 3 forks | No one-command install · Source | |
| 658 | 65.543 | starql-lanhumcp · front-end | Reads LanHu design drafts and exports assets for AI-assisted frontend implementation. | 9 stars · 3 forks | No one-command install · Source | |
| 659 | 65.543 | ascriptmcp · front-end | Android, iOS, and Windows device automation with 23 tools for screen capture, OCR, UI inspection, and project deployment via the AScript platform. | 9 stars · 3 forks | No one-command install · Source | |
| 660 | 65.543 | chemdraw-mcpmcp · front-end | Enables generation of chemical structures, reactions, spectra, titration curves, 3D models, and more from natural language or SMILES, using RDKit for… | 9 stars · 3 forks | No one-command install · Source | |
| 661 | 65.698 | kicad-copilotmcp · front-end | AI-powered MCP server for KiCad that enables creating and modifying schematics, searching components, managing hierarchical projects, generating PCB… | 14 stars · 1 fork | No one-command install · Source | |
| 662 | 65.698 | horizun-revit-mcpmcp · front-end | Connects MCP clients like Claude, Codex, and Cursor to a running Autodesk Revit session for typed BIM queries, verified model edits, family authoring… | 14 stars · 1 fork | No one-command install · Source | |
| 663 | 65.698 | brandsystem-mcpmcp · front-end | Enables extraction of brand identity from websites, Figma, and PDFs, and compiles governance, design tokens, and voice rules into a portable .brand/… | 14 stars · 1 fork | No one-command install · Source | |
| 664 | 65.698 | brandcode-studiomcp · front-end | Extracts brand identity from websites and Figma files into structured design tokens, brand policies, and AI-consumable guidelines. | 14 stars · 1 fork | No one-command install · Source | |
| 665 | 66.041 | open-mcp-appsmcp · front-end | An open engine that gives AI persistent, reusable UI components with a writable component registry, versioned data storage, and a shell runtime… | 27 stars | No one-command install · Source | |
| 666 | 66.172 | cwahlfeldt-blendermcp · front-end | Integrates with Blender's Python API to enable natural language-driven 3D modeling, scene generation, and animation scripting within the Blender… | 11 stars · 2 forks | No one-command install · Source | |
| 667 | 66.172 | mcp-server-starter-templatemcp · front-end | Provides a foundation for building MCP servers that expose UI component registries to AI assistants, enabling component discovery and retrieval. | 11 stars · 2 forks | No one-command install · Source | |
| 668 | 66.172 | jonathanjude-openrouter-image-analysismcp · front-end | Provides image analysis capabilities through OpenRouter's vision models, supporting base64, file paths, and URLs with specialized tools for general… | 11 stars · 2 forks | No one-command install · Source | |
| 669 | 66.172 | spine-mcpmcp · front-end | Local MCP server for automating Spine projects via the official CLI, enabling AI tools to inspect, export, import, and add animations to .spine files. | 11 stars · 2 forks | No one-command install · Source | |
| 670 | 66.172 | 1425sd-spine-animationmcp · front-end | Automate Spine skeletal animation workflows via the official Spine CLI, with tools for export, JSON animation generation, skeleton analysis, and… | 11 stars · 2 forks | No one-command install · Source | |
| 671 | 66.258 | augmented-nature-gene-ontologymcp · front-end | Integrates with Gene Ontology databases through QuickGO and official GO APIs to search terms, retrieve definitions and relationships, validate… | 8 stars · 5 forks | No one-command install · Source | |
| 672 | 66.258 | bilistalkermcpmcp · front-end | BiliStalkerMCP is a Bilibili MCP server designed to analyze a specific Bilibili user by providing tools to retrieve user profiles, videos, dynamics… | 8 stars · 5 forks | No one-command install · Source | |
| 673 | 66.528 | sctg-development-heroui-migrationmcp · front-end | Assists with migrating HeroUI v2 and NextUI projects to HeroUI v3 beta through project scanning, file analysis, guided rewrites, and component… | 15 stars · 1 fork | No one-command install · Source | |
| 674 | 66.871 | lvcoi-solidjskillsmcp · front-end | Provides document browsing tools for a curated repository of SolidJS development guides, skills, and templates covering component building… | 9 stars · 4 forks | No one-command install · Source | |
| 675 | 66.893 | akazwz-figmamcp · front-end | Integrates with the Figma API to enable interaction with design files and projects, facilitating automated design tasks and AI-assisted workflows… | 10 stars · 3 forks | No one-command install · Source | |
| 676 | 66.893 | zeplin-mcp-servermcp · front-end | Connects AI agents to Zeplin to access component and screen specs, documentation, and design tokens for generating UI code that matches designs. | 10 stars · 3 forks | No one-command install · Source | |
| 677 | 66.893 | atlas-vision-mcpmcp · front-end | Enables text-only coding agents to analyze local images using a dedicated vision provider, returning markdown and structured JSON evidence for… | 10 stars · 3 forks | No one-command install · Source | |
| 678 | 67.151 | husniadil-image-placeholdermcp · front-end | Generates customizable placeholder images from placehold.co and Lorem Picsum for rapid development and UI testing. | 12 stars · 2 forks | No one-command install · Source | |
| 679 | 67.151 | a2a-uicli · front-end | UI for Google A2A made using Next.js, TypeScript and Shadcn | 12 stars · 2 forks | No one-command install · Source | |
| 680 | 67.151 | gapgapweiqi-deepplanmcp · front-end | Analyze and plan software architecture with intelligent design assistance tools. | 12 stars · 2 forks | No one-command install · Source | |
| 681 | 67.151 | d-zero-mcp-servermcp · front-end | Enables AI assistants to retrieve Figma data and access D-ZERO frontend coding guidelines through CLINE integration. | 12 stars · 2 forks | No one-command install · Source | |
| 682 | 67.151 | harmonyos-dev-mcpmcp · front-end | Enables HarmonyOS device discovery, app build and deployment, UI automation, E2E inspection, and log validation through MCP tools. | 12 stars · 2 forks | No one-command install · Source | |
| 683 | 67.193 | k4cper-g-fumadocsmcp · front-end | Integrates with Fumadocs documentation platform to enable searches, component documentation retrieval, and framework-specific setup guides for… | 16 stars · 1 fork | No one-command install · Source | |
| 684 | 67.193 | slashdoodleart-figma-freemcp · front-end | Free alternative to Figma's official API that streams design data through a WebSocket bridge and Figma plugin for layout, typography, and design token… | 16 stars · 1 fork | No one-command install · Source | |
| 685 | 67.900 | dg-mcpmcp · front-end | Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, providing tools for device scanning, connection, strength adjustment, wave… | 13 stars · 2 forks | No one-command install · Source | |
| 686 | 68.021 | xlisp-termuxmcp · front-end | Enables remote control of Android devices running Termux via SSH, providing tools for UI automation, device management, communication, media capture… | 11 stars · 3 forks | No one-command install · Source | |
| 687 | 68.021 | termux-mcp-servermcp · front-end | Enables remote control of Android phones via Claude Desktop, offering 45+ tools including UI automation for app interactions. | 11 stars · 3 forks | No one-command install · Source | |
| 688 | 68.315 | micro-app-mcpmcp · front-end | Provides semantic search and knowledge base management for the micro-app micro-frontend framework by ingesting its source code and documentation. | 18 stars · 1 fork | No one-command install · Source | |
| 689 | 68.509 | piyushsteelcase-design-sap-gui-advancedmcp · front-end | Integrates with SAP systems through COM APIs to provide transaction navigation, field operations, data extraction, and workflow automation across… | 8 stars · 6 forks | No one-command install · Source | |
| 690 | 68.634 | blender-mcp-server-2mcp · front-end | Exposes 50+ Blender tools (object manipulation, materials, animation, etc.) via MCP for AI-driven 3D workflows and automation. | 1 star · 10 forks | No one-command install · Source | |
| 691 | 68.715 | storybook-mcp-servermcp · front-end | An MCP server that enables AI assistants to browse Storybook components, manage stories, inspect props, and capture screenshots of components. | 14 stars · 2 forks | No one-command install · Source | |
| 692 | 68.715 | line-cua-mcpmcp · front-end | A macOS MCP server for LINE that reads encrypted local database snapshots to fetch chat history and sends messages via LINE UI without cursor… | 14 stars · 2 forks | No one-command install · Source | |
| 693 | 68.715 | loonghao-photoshopmcp · front-end | Connects AI agents to Adobe Photoshop via an HTTP server and UXP plugin for programmatic image manipulation and design automation. | 14 stars · 2 forks | No one-command install · Source | |
| 694 | 68.847 | mcp-cinema4dmcp · front-end | Bridges MCP-compatible clients to Cinema 4D, enabling LLMs to inspect scene hierarchy, author shots, build node materials, and rig animation through a… | 19 stars · 1 fork | No one-command install · Source | |
| 695 | 68.847 | standardbeagle-agntmcp · front-end | Browser instrumentation and development tooling with process management, reverse proxy, and frontend diagnostics | 19 stars · 1 fork | No one-command install · Source | |
| 696 | 68.847 | ai-by-design-primitivmcp · front-end | Design contract layer for your codebase. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable… | 19 stars · 1 fork | No one-command install · Source | |
| 697 | 68.921 | here-and-tomorrow-audio-playermcp · front-end | Enables audio playback control on your computer through a secure, directory-isolated interface that can play MP3, WAV, and OGG files from a designated… | 9 stars · 6 forks | No one-command install · Source | |
| 698 | 68.921 | ancrz-penpotmcp · front-end | Provides full programmatic access to self-hosted Penpot design instances with 68 tools covering projects, shapes, text, exports, comments, and… | 9 stars · 6 forks | No one-command install · Source | |
| 699 | 69.053 | upvote-club-mcp-appsmcp · front-end | Provides an MCP Apps interface to the Upvote Club API, enabling task management with an inline progress card UI in Claude. | 41 stars | No one-command install · Source | |
| 700 | 69.349 | tailwind-geminimcp · front-end | Integrates with Tailwind CSS development workflows using Google Gemini to provide component generation, CSS-to-Tailwind conversion, design analysis… | 11 stars · 4 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.