"Material Design Icons" matching MCP servers:

A design harness for AI coding agents. Better Design gives an agent design systems, UI and UX principles, icons and UI review: it finds or creates a design system that fits the product and installs its components, explains how sign-up, forms and onboarding should work, and reviews finished screens for readability, accessibility and unclear copy.

lucide-icons-mcp

Searches top design platforms like Dribbble and Behance to provide UI inspiration, color palettes, and layout patterns via the Serper API. It allows users to retrieve visual references, articles, and style guides directly within any MCP-compatible client.

An unofficial MCP server that gives AI assistants structured access to Italy's Design System .italia, including components, design tokens, usage guidelines, and GitHub issues, updated nightly.

An MCP server that provides design-pattern selection expertise to AI coding agents.

MCP server with 12 tools for design, UX, conversion, and product knowledge from Frontend Masters courses by Paul Boag and Sarah Drasner, enabling audits, accessibility checks, layout recommendations, and more.

Provides comprehensive UI design assistance tools for LLMs, generating color palettes, typography, spacing systems, shadows, design tokens, and more via the MCP protocol.

Description: Supericons MCP lets AI coding agents search, recommend, and retrieve SVG icons from a semantic registry of 20,000+ icons.

Design system MCP server. 20 tools: extract design tokens from any URL, pull from Figma or Penpot, generate React + shadcn/ui components from specs, run WCAG audits, sync tokens bidirectionally.

Generates software and app icons locally as PNG, ICO, or ICNS files with customizable styles, shapes, gradients, text, and shadows, requiring no external APIs or network access.

Provides access to Appian's Aurora design system documentation via GitHub, enabling LLMs to query components, layouts, and patterns. It supports both public and internal repositories with features for keyword searching and detailed component guidance.

A standalone Model Context Protocol service that connects MasterGo design tools with AI models, enabling AI models to directly retrieve DSL data from MasterGo design files.

Server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.

Enables AI assistants to search design inspiration, generate and edit images and videos, use reference media, remove backgrounds, create product detail images and marketing posters, and access saved creative assets through remote OAuth or legacy local setups.

Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, cognitive biases, and Material-UI patterns to React components. Enables automated application of responsive design, Apple design patterns, and complete UX guidelines through natural language commands.

Enables coding agents to ground UI work in real product screens by returning concrete screen references as inline images, along with fonts, icons, and design-system details for a chosen screen. Also serves bundled design-skill documents and connection diagnostics so agents can settle, build, and verify interface work against existing tokens and components.

A Model Context Protocol server that exposes a versioned brand package (tokens, rules, recipes, media rights, and audit gates) as resources, tools, and prompts for AI agents. It enables agents to plan and audit on-brand UI, image, motion, and video outputs while remaining read-only and credential-free.

MCP server for design decisions during a build, providing live UI/animation library docs (via llms.txt) and a curated knowledge base of UX laws and UI conventions. It enables agents to look up real component APIs and apply design best practices, running locally via stdio or hosted on Vercel.

Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.

Enables coding agents to ground UI work in real product screens by retrieving real screen references, fonts and icons, and recorded design systems, while also serving bundled design-workflow resources, playbook prompts, and connection diagnostics without a token.

Gives coding agents real product screen references, fonts, icons, and recorded design-system details so UI can be built from an actual catalogue instead of a generic template. It also serves bundled design-workflow resources, prompts, and connection diagnostics, optionally without any token.

An MCP server that lets coding agents ground UI work in real product screens by fetching one to three reference screens as inline images for a specific layout, state, or interaction question, and by looking up fonts, icons, or animated icons together with their recorded licenses. It also returns the full or selected design reference—overview, colors, typography, components, and provenance—for any web screen already picked.

Model Context Protocol server that bridges design and development, giving AI assistants complete access to Figma for extraction, creation, debugging, and bidirectional token sync.

Enables coding agents to pull real product screen references — plus matching fonts, icons, and recorded design-system details — so UI work is grounded in actual screens instead of generic templates. It also serves a bundled design workflow, playbook prompts, and connection diagnostics, some of which run without a token.

A portable Agent Skill for defensive software design, implementation, review, and verification. It routes agents to focused guidance for the trust boundaries that actually change, from a bounded fix to an architecture review or staged brownfield rollout.

Enables LLM agents to design proteins, predict structures, score interfaces, and run molecular dynamics simulations through a unified interface.

Compute Human Design charts, cycle returns, transits, synthesis, and chart comparison natively inside AI assistants.

Enables coding agents to search and extract design themes, review UI source with deterministic rules, and install shadcn-compatible React/Radix components from a local registry. Provides editable guidance topics and rendered spacing evidence without requiring an account for public catalog, guidance, and review calls.

Provides a real API for coding agents to look up design system components, props, and tokens, preventing guessed answers.

Enables agents and humans to inspect measured-room projects, update bounded dimensions and assumptions, and export quantity schedules and revision dossiers through constrained tools with stale-edit and replay protections.

Gives coding agents real product screens to ground UI work: it returns inline screenshots of real interfaces, recorded design references covering colors, typography, components and provenance, and licensed fonts or animated icons. It also serves bundled skill documents, command playbooks as prompts, and token-free connection diagnostics.

Enables coding agents to pull real product screens as inline image references, find licensed fonts and icons, and retrieve recorded design-system details for web screens so UI work is grounded in actual interfaces rather than generic templates.

Enables coding agents to ground UI work in real product screens by returning inline screenshots of concrete layouts, states, and interactions, plus fonts and icons with their recorded licenses. It also serves a bundled design workflow that settles a screen's contract and verifies the rendered result, available with or without an API token.

Make posters, social posts, slides and landing pages in the coding agent or chat you already use (Copilot, Claude, Codex, Cursor), with 198 design systems, checks and PDF/PNG/PowerPoint export.

Provides tools and resources for interacting with xTool laser machines, enabling material settings recommendations, design generation, troubleshooting, and machine knowledge through natural language.

Enables agents to generate multiple procedural visual design directions—colors, typography, layout and graphics—for websites and editable PPTX presentations, then render, validate and compare them before choosing one. It also filters out options that are too similar to recently generated designs, so each proposal stays visually distinct.

Generates structured design briefs from a website URL and/or brand details, in English or Spanish, via MCP tools.

Exposes Ant Design component documentation to Large Language Models, allowing LLMs to explore and understand Ant Design components through specialized tools for listing components, viewing documentation, inspecting props, and browsing code examples.

Provides resources, tools, and prompts for a Design System via MCP protocol, enabling component search, reading, and related component discovery.

Provides component information, usage guidelines, and code generation for AWS Cloudscape Design System in React, with search and pattern library capabilities.