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Scored on public signals; components with none are listed as Unranked · Formula

RankScoreComponentDescriptionEvidenceLast commitInstall
1601Unrankedmcp-gifmcp · front-endMCP server for GIF animation analysis. Provides metadata extraction, individual frame export, and per-frame timing information.No signals yetNo one-command install · Source
1602Unrankeduiweaver-mcpmcp · front-endAn AI-powered MCP server that generates production-ready React + Tailwind UI, 3D components, and full-stack integrations from natural language prompts…No signals yetNo one-command install · Source
1603Unrankediconmcp · front-endGenerate and manage professional-grade icons for diverse design needs. Simplifies the search for high-quality visual assets to streamline development…No signals yetNo one-command install · Source
1604Unrankedsebastianmaciel-jsx-notationmcp · front-endCompresses React, Next.js, HTML, and SVG files into compact notation optimized for LLM token consumption.No signals yetNo one-command install · Source
1605Unrankedlaravel-simple-ragmcp · front-endSelf-hosted knowledge manager and MCP server that lets you organize snippets, questions, and documents via a web UI and exposes them to AI assistants…No signals yetNo one-command install · Source
1606Unrankedreact-docsmcp · front-endMCP server providing AI coding assistants with documentation and source code for @gaddario98 React packages, including tools for listing packages…No signals yetNo one-command install · Source
1607Unrankedimap-mail-mcpmcp · front-endEnables LLM clients to read and search email via IMAP with tools for listing folders, searching messages, and fetching message content. It supports…No signals yetNo one-command install · Source
1608Unrankedsymbols-mcp-servermcp · front-endAn MCP server that exposes the Symbols/DOMQL v3 AI assistant capabilities to any MCP-compatible platform. Enables generating components, pages…No signals yetNo one-command install · Source
1609Unrankedloopinmcp · front-endBridges a browser extension with an AI agent via MCP, enabling the agent to capture and act on UI elements, styles, and accessibility data from web…No signals yetNo one-command install · Source
1610Unrankeddm3-mcp-servermcp · front-endAn MCP server for the DM3 game engine that enables AI assistants to create, build, and run game projects, generate components, query documentation…No signals yetNo one-command install · Source
1611Unrankedwrike-mcp-servermcp · front-endComplete MCP server for Wrike project management with 70+ tools and 20 interactive React apps, enabling task, project, and workflow management via…No signals yetNo one-command install · Source
1612Unrankedtamagotchi-mcpmcp · front-endEnables an LLM to care for a virtual pet with actions like feeding, playing, and sleeping, plus a read-only web UI for real-time state visualization.No signals yetNo one-command install · Source
1613Unrankedbeaunifimcp · front-endAn MCP server that intelligently beautifies and minifies JavaScript and CSS files, with auto-detection of minified files and a smart workflow for…No signals yetNo one-command install · Source
1614Unrankedarch-expert-mcpmcp · front-endAutomates project scaffolding for Domain-Driven Design and Clean Architecture, providing professional naming, structure verification, and bilingual…No signals yetNo one-command install · Source
1615Unrankedai-intervention-agentmcp · front-endEnables real-time user intervention for MCP agents via a Web UI and interactive_feedback tool, allowing users to review context and send instructions…No signals yetNo one-command install · Source
1616Unrankedai-design-expertmcp · front-endProvides design capabilities including requirement analysis, visual token extraction, design generation, and visual auditing.No signals yetNo one-command install · Source
1617Unrankedkonnexx-development-mcp-servermcp · front-endCentralized MCP server that provides standardized development workflow commands to Cursor AI, auto-detecting project type (Laravel, Next.js, Flutter…No signals yetNo one-command install · Source
1618Unrankedkoneisto-homeassistant-lightmcp · front-endControl Home Assistant lights and scenes with safety-focused designNo signals yetNo one-command install · Source
1619Unrankedandroid-ui-agent-mcp-servermcp · front-endProvides Android UI automation tools via MCP, enabling device interaction, UI snapshot, and gesture recording.No signals yetNo one-command install · Source
1620Unrankedtello-drone-mcp-servermcp · front-endEnables controlling a Tello drone through natural language commands in Claude. Supports takeoff, landing, movement, photo capture, and battery…No signals yetNo one-command install · Source
1621Unrankedcapacitor-stackmcp · front-endMCP server for building React + Capacitor + Tailwind + Konsta applications, providing tools for UI snippets, plugin management, and stack…No signals yetNo one-command install · Source
1622Unrankedfigma-querymcp · front-endToken-efficient Figma MCP server with image export, query DSL, and design token support.No signals yetNo one-command install · Source
1623Unrankedfractionestate-midnight-nextjsmcp · front-endProvides tools for Midnight blockchain smart contract development and Next.js dApp building.No signals yetNo one-command install · Source
1624Unrankedpromptbinmcp · front-endEnables AI assistants to manage, store, and retrieve prompts through the Model Context Protocol, with a web UI for prompt management and optional…No signals yetNo one-command install · Source
1625Unrankedvoice-ai-website-analyzer-mcp-servermcp · front-endFetches and analyzes website content to provide business context to AI agents, designed for Voice AI in GoHighLevel.No signals yetNo one-command install · Source
1626Unrankedmcp-devops-server-2mcp · front-endProvides DevOps and testing tools for full-stack applications, including UI testing, security audits, CI/CD validation, and Rust/Tauri support.No signals yetNo one-command install · Source
1627Unrankedinsider-design-system-mcpmcp · front-endAutomated MCP server for the Insider Design System. Enables AI assistants to discover, understand, and generate code for over 60 Design System…No signals yetNo one-command install · Source
1628Unrankedwinautowxmcp · front-endAn MCP server for automating WeChat on Windows, enabling sending messages to friends or groups and exporting UI controls via natural language.No signals yetNo one-command install · Source
1629Unrankedmhlabs-toolsmcp · front-endText preprocessing and NLP components including tokenization, entity recognition, and text normalizationNo signals yetNo one-command install · Source
1630Unrankedvrmcpmcp · front-endEnables AI to control 3D VRM models via natural language, supporting expressions, animations, and bone manipulation in real-time through a web…No signals yetNo one-command install · Source
1631Unrankedwavemaker-react-native-mcp-servermcp · front-endAn MCP server providing intelligent development assistance for WaveMaker React Native projects. This tool integrates with Cursor IDE to help…No signals yetNo one-command install · Source
1632Unrankedclean-architecture-mcp-servermcp · front-endEnables scaffolding and managing Clean Architecture in Next.js projects, providing tools to initialize structure, create features with all layers, and…No signals yetNo one-command install · Source
1633Unrankeddesign-system-mcp-servermcp · front-endProvides resources, tools, and prompts for a Design System via MCP protocol, enabling component search, reading, and related component discovery.No signals yetNo one-command install · Source
1634Unrankedoffice-powerpoint-mcp-servermcp · front-endA comprehensive MCP server for PowerPoint manipulation using python-pptx, providing 32 tools organized into 11 modules for creation, management, and…No signals yetNo one-command install · Source
1635Unrankedbip-monitor-mcp-servermcp · front-endMonitors Next.js development servers with intelligent error categorization, smart diagnostics, and performance tracking.No signals yetNo one-command install · Source
1636Unrankedmcp-feedback-enhanced-gwmcp · front-endEstablishes feedback-oriented development workflows with Web UI and desktop application interfaces, enabling AI to confirm with users and consolidate…No signals yetNo one-command install · Source
1637Unrankedricardolx-airgenmcp · front-endGenerates visual assets like images, logos, icons, and SVGs using OpenAI's DALL-E models, providing designers and developers with a streamlined tool…No signals yetNo one-command install · Source
1638Unrankedchenhunghan-k8s-lensmcp · front-endBridges Claude with the Kubernetes Lens desktop application through Playwright automation, enabling cluster analysis and management via UI…No signals yetNo one-command install · Source
1639Unrankedawels-pdf-processormcp · front-endConverts PDF files to Markdown with optional image extraction using docling, designed for isolated environments.No signals yetNo one-command install · Source
1640Unrankedcypress-page-object-generatormcp · front-endAn MCP server for automatically generating Cypress page objects from frontend components like Vue, React, or CoffeeScript.No signals yetNo one-command install · Source
1641Unrankedmcp-component-findermcp · front-endEnables searching for component, function, and type usage in React/TypeScript projects.No signals yetNo one-command install · Source
1642Unrankednarwal-mcp-server-clonemcp · front-endA TypeScript MCP server for querying React component documentation, searching articles, and managing development rules, designed to work with Cursor…No signals yetNo one-command install · Source
1643Unrankedshadcn-ui-mcp-servermcp · front-endEnables AI assistants to access and manage shadcn/ui v4 components, including source code, demos, blocks, and CLI integration.No signals yetNo one-command install · Source
1644Unrankedsemesters-mcp-servermcp · front-endEnables AI assistants to build trauma-informed, dyslexia-friendly educational software with specialized tools for accessible UI generation, content…No signals yetNo one-command install · Source
1645Unrankedfigma-developer-mcpmcp · front-endEnables coding agents like Cursor to access Figma design data, fetch layout and styling information, and implement designs in any framework.No signals yetNo one-command install · Source
1646Unrankedjustin-echternach-jsmcp · front-endProvides a WebAssembly-based server component with ready-to-use tools like echo, knowledge graph querying, and HTTP requests, while offering a…No signals yetNo one-command install · Source
1647Unrankedmotsuo373-slackmcp · front-endIntegrates with Slack workspaces to enable channel management, message posting, thread handling, reaction adding, history retrieval, and user profile…No signals yetNo one-command install · Source
1648Unrankeddeepsuthar496-figmamcp · front-endIntegrates with Figma's API to enable direct interaction with design files, components, comments, and team resources within conversations through…No signals yetNo one-command install · Source
1649Unrankedyazzy-unitymcp · front-endEnables real-time manipulation of Unity scenes through a WebSocket protocol that supports GameObject creation, component management, transform…No signals yetNo one-command install · Source
1650Unrankedaminalali8-bunnyshellmcp · front-endEnables direct management of Bunnyshell cloud environments through natural language commands, supporting environment creation, component deployment…No signals yetNo one-command install · Source
1651Unrankeddivyanshu-vashu-appointysaastak-ui-componentsmcp · front-endProvides a resource-based interface for accessing and utilizing UI components from the AppointySaastak library, serving login interface templates with…No signals yetNo one-command install · Source
1652Unrankedrlagudals95-figmamcp · front-endProvides a bridge to the Figma design platform, enabling retrieval of detailed design file information, node metadata, and image assets through a…No signals yetNo one-command install · Source
1653Unrankedrossh121-discordmcp · front-endEnables AI assistants to interact with Discord servers by providing tools for sending messages, reading history, listing channels, retrieving user…No signals yetNo one-command install · Source
1654Unrankedgamelifezhao-figmamcp · front-endEnables direct interaction with Figma design files for querying assets, retrieving information, and manipulating design elements without switching…No signals yetNo one-command install · Source
1655Unranked1stdibsmcp · front-endBrowse and search luxury design items on 1stDibs marketplaceNo signals yetNo commit datelisted No one-command install · Source
1656Unranked2dpixelmcpmcp · front-endAn MCP server that bridges Antigravity AI with LibreSprite, enabling real-time pixel art drawing, animation, and manipulation through natural language…No signals yetNo commit datelisted No one-command install · Source
1657Unranked3d-artistsubagent · front-end3D art and asset creation specialist for game development. Use PROACTIVELY for 3D modeling, texturing, animation, asset optimization, and technical…No signals yetNo commit datelisted armory install 3d-artist --cli claude
1658Unranked3d-web-experienceskill · front-endExpert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators…No signals yetNo commit datelisted armory install 3d-web-experience --cli claude
1659Unrankeda11y-architectsubagent · front-endAccessibility Architect specializing in WCAG 2.2 compliance for Web and Native platforms. Use PROACTIVELY when designing UI components, establishing…No signals yetNo commit datelisted armory install a11y-architect --cli claude
1660Unrankeda207-his-mcpmcp · front-endRead-only MCP server providing pediatric CKD patient master data with tools for patient profiles, diagnosis, nutrition ceilings, guardian…No signals yetNo commit datelisted No one-command install · Source
1661Unrankedab-component-servermcp · front-endListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1662Unrankedab-test-setupskill · front-endWhen the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment,"…No signals yetNo commit datelisted armory install ab-test-setup --cli claude
1663Unrankedaccessibilityskill · front-endDesign, implement, and audit inclusive digital products using WCAG 2.2 Level AA standards. Use this skill to generate semantic ARIA for Web and…No signals yetNo commit datelisted armory install accessibility --cli claude
1664Unrankedaccessibilitysubagent · front-endExpert assistant for web accessibility (WCAG 2.1/2.2), inclusive UX, and a11y testingNo signals yetNo commit datelisted armory install accessibility --cli claude
1665Unrankedaccessibility-audit-2workflow · front-endAudit UI code for WCAG complianceNo signals yetNo commit datelisted armory install accessibility-audit-2 --cli claude
1666Unrankedaccessibility-auditorskill · front-endWeb accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility issues…No signals yetNo commit datelisted armory install accessibility-auditor --cli claude
1667Unrankedaccessibility-expertsubagent · front-endExpert accessibility specialist ensuring WCAG compliance, inclusive design, and assistive technology compatibility. Masters screen reader…No signals yetNo commit datelisted armory install accessibility-expert --cli claude
1668Unrankedaccessibility-tester-2subagent · front-endUse this agent when you need comprehensive accessibility testing, WCAG compliance verification, or assessment of assistive technology support…No signals yetNo commit datelisted armory install accessibility-tester-2 --cli claude
1669Unrankedaceternity-mcpmcp · front-endMCP server for Aceternity UI components, enabling AI assistants to discover, search, install, and generate page layouts with 106 components.No signals yetNo commit datelisted No one-command install · Source
1670Unrankedaem-frontend-specialistsubagent · front-endExpert assistant for developing AEM components using HTL, Tailwind CSS, and Figma-to-code workflows with design system integrationNo signals yetNo commit datelisted armory install aem-frontend-specialist --cli claude
1671Unrankedafter-effects-mcpmcp · front-endEnables AI assistants to control Adobe After Effects through a standardized MCP protocol, providing tools for composition creation, layer management…No signals yetNo commit datelisted No one-command install · Source
1672Unrankedagent-harness-constructionskill · front-endDesign and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.No signals yetNo commit datelisted armory install agent-harness-construction --cli claude
1673Unrankedagentify-componentsmcp · front-endListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1674Unrankedall-good-inspirationmcp · front-endCurated design references with real CSS values, typography specs, and color palettes.No signals yetNo commit datelisted No one-command install · Source
1675Unrankedandroid-cicdskill · front-endAutomated Android CI/CD pipeline to Google Play — supports TWA, React Native, Flutter, and native Android. Run npx android-cicd to set up keystore…No signals yetNo commit datelisted armory install android-cicd --cli claude
1676Unrankedangularskill · front-endModern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.No signals yetNo commit datelisted armory install angular --cli claude
1677Unrankedangular-architectsubagent · front-endUse when architecting enterprise Angular 15+ applications with complex state management, optimizing RxJS patterns, designing micro-frontend systems…No signals yetNo commit datelisted armory install angular-architect --cli claude
1678Unrankedangular-developerskill · front-endGenerates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on…No signals yetNo commit datelisted armory install angular-developer --cli claude
1679Unrankedangular-ds-mcp-servermcp · front-endAn MCP server that brings the Phenom Angular Design System into Claude Code and Cursor, enabling AI-assisted development with real-time access to…No signals yetNo commit datelisted No one-command install · Source
1680Unrankedanrissmcp · front-endEnables UI feedback loop by clicking elements, leaving comments, and letting AI coding agents (via MCP) resolve annotations interactively.No signals yetNo commit datelisted No one-command install · Source
1681Unrankedantd-components-mcpmcp · front-endListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1682Unrankedapi-security-best-practicesskill · front-endImplement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API…No signals yetNo commit datelisted armory install api-security-best-practices --cli claude
1683Unrankedapplication-performance-frontend-developersubagent · front-endBuild React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend…No signals yetNo commit datelisted armory install application-performance-frontend-developer --cli claude
1684Unrankedapproval-studiomcp · front-endCreative proofing and approval workflow platform for design review collaboration.No signals yetNo commit datelisted No one-command install · Source
1685Unrankedarchsubagent · front-endExpert in modern architecture design patterns, NFR requirements, and creating comprehensive architectural diagrams and documentationNo signals yetNo commit datelisted armory install arch --cli claude
1686Unrankedarchitect-reviewersubagent · front-endUse this agent when you need to evaluate system design decisions, architectural patterns, and technology choices at the macro level.No signals yetNo commit datelisted armory install architect-reviewer --cli claude
1687Unrankedarchitect-reviewer-2subagent · front-endUse this agent to review code for architectural consistency and patterns. Specializes in SOLID principles, proper layering, and maintainability…No signals yetNo commit datelisted armory install architect-reviewer-2 --cli claude
1688Unrankedarchitectureskill · front-endArchitectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or…No signals yetNo commit datelisted armory install architecture --cli claude
1689Unrankedarchitecture-modernizersubagent · front-endSoftware architecture modernization specialist. Use PROACTIVELY for monolith decomposition, microservices design, event-driven architecture, and…No signals yetNo commit datelisted armory install architecture-modernizer --cli claude
1690Unrankedarchitecture-patternsskill · front-endMaster proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable…No signals yetNo commit datelisted armory install architecture-patterns --cli claude
1691Unrankedarchitecture-reviewworkflow · front-endComprehensive architecture review with design patterns analysis and improvement recommendationsNo signals yetNo commit datelisted armory install architecture-review --cli claude
1692Unrankedartifacts-builderskill · front-endSuite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS…No signals yetNo commit datelisted armory install artifacts-builder --cli claude
1693Unrankedascii-ui-mockup-generatorsubagent · front-endSpecialist in creating ASCII mockups for UI concepts, generating multiple visualization options for layouts, forms, dashboards, and interfaces before…No signals yetNo commit datelisted armory install ascii-ui-mockup-generator --cli claude
1694Unrankedaseprite-mcp-2mcp · front-endMCP server for controlling Aseprite from Codex, wrapping its native CLI and Lua scripting to enable pixel art creation, sprite editing, animation…No signals yetNo commit datelisted No one-command install · Source
1695Unrankedastroskill · front-endBuild content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.No signals yetNo commit datelisted armory install astro --cli claude
1696Unrankedatomic-cssmcp · front-endUtility-first CSS framework with class lookup, validation, and conversion tools for streamlined styling workflows.No signals yetNo commit datelisted No one-command install · Source
1697Unrankedaudio-mixersubagent · front-endMulti-track audio mixing and mastering specialist. Use PROACTIVELY for complex audio arrangements, track balancing, spatial audio, sound design, and…No signals yetNo commit datelisted armory install audio-mixer --cli claude
1698Unrankedautonomous-agent-patternsskill · front-endDesign patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop…No signals yetNo commit datelisted armory install autonomous-agent-patterns --cli claude
1699Unrankedautonomous-agentsskill · front-endAutonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human…No signals yetNo commit datelisted armory install autonomous-agents --cli claude
1700Unrankedavalonia-layout-zafiroskill · front-endGuidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.No signals yetNo commit datelisted armory install avalonia-layout-zafiro --cli claude

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.

Leaderboard · Armory