"Material Design" matching MCP servers:

• MCP Materials Server

  HeshamFS

  A

  license

  A

  quality

  D

  maintenance

  Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.

  Last updated 2025-12-23

  10

  1

  MIT

• SIN-Code-Frontend-Design-Skill

  OpenSIN-Code

  F

  license

  A

  quality

  B

  maintenance

  Provides 8 MCP tools for frontend design: load design system, generate components, scaffold pages, review consistency, extract tokens, check WCAG 2.2 AA, test responsiveness, and export to Figma.

  Last updated 2026-07-13

  8

• design-review-mcp

  fanghaoling

  A

  license

  B

  quality

  A

  maintenance

  Multi-model adversarial design review MCP server that distributes design documents to multiple LLMs, retrieves project knowledge, and produces calibrated consensus summaries.

  Last updated 2026-07-20

  33

  3

  Apache 2.0

• material-workbench

  hoklims

  A

  license

  B

  quality

  C

  maintenance

  Exposes procedural material and isometric terrain generation as MCP tools, allowing agents to create deterministic PBR textures and 2:1 isometric tiles from JSON recipes.

  Last updated 2026-06-27

  12

  1

  MIT

• io.github.alexalexalex222/fron

  alexalexalex222

  A

  license

  C

  quality

  D

  maintenance

  Frontend Design Loop MCP enables coding agents to improve web page designs through screenshot-grounded iteration and proof artifacts, making pages materially better.

  Last updated 2026-03-19

  3

  1

  MIT

• Chuk Design System

  chrishayuk

  A

  license

  -

  quality

  D

  maintenance

  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.

  Last updated 2025-11-06

  1

  MIT

• material-icons-agent-skill

  ByteFlipper-58

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to search, import, migrate, validate, and maintain official Google Material Symbols across various platforms and IDEs.

  Last updated 2026-07-12

  MIT

• mcp-design-platform

  revanshine

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to remotely operate visual design tools via MCP protocol, with composable architecture for image processing, file operations, and workflow automation.

  Last updated 2025-08-26

  MIT

• Protein Design MCP Server

  qfoldit

  A

  license

  -

  quality

  B

  maintenance

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

  Last updated 2026-07-11

  Apache 2.0

• Quick Design

  rishapgandhi

  A

  license

  -

  quality

  A

  maintenance

  An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in seconds, powered by 150 design systems and 270+ skills.

  Last updated 2026-06-14

  1

  MIT

• MkDocs Material MCP Server

  ojacques

  A

  license

  -

  quality

  D

  maintenance

  Enables searching and retrieving documentation from MkDocs Material-powered sites.

  Last updated 2025-11-20

  MIT

• Ant Design MCP Server

  fnlearner

  A

  license

  -

  quality

  D

  maintenance

  Fetches and structures Ant Design v4 component documentation into JSON format, enabling AI agents to search, analyze, and retrieve component metadata, APIs, and examples.

  Last updated 2025-11-17

  MIT

• protein-design-mcp

  jasonkim8652

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that gives LLM agents access to computational protein design tools.

  Last updated 2026-04-15

  14

  Apache 2.0

• Anaerobic Design MCP Server

  puran-water

  F

  license

  -

  quality

  F

  maintenance

  Enables anaerobic digester design from feedstock characterization to dynamic simulation using a complete mADM1 model with 63 components, including AI-powered state generation and thermodynamic pH solving.

  Last updated 2026-03-10

• Open Design MCP Server

  WOOWTECH

  -

  license

  -

  quality

  B

  maintenance

  Enterprise-grade MCP bridge exposing Open Design's REST API as 15 MCP tools, enabling AI agents to create, iterate, and manage design projects via the Model Context Protocol.

  Last updated 2026-07-18

• Vibe Design Guide MCP Server

  yathboss

  F

  license

  -

  quality

  C

  maintenance

  Exposes The Vibe Coder's Web Design Guide as tools for AI agents, enabling lookups of UI design patterns, CSS/JS snippets, and composition of optimized front-end prompts.

  Last updated 2026-06-23

• Aerobic Design MCP Server

  puran-water

  F

  license

  -

  quality

  F

  maintenance

  An intelligent MCP server for the automated design and sizing of aerobic biological wastewater treatment systems using membrane bioreactor (MBR) technology. It leverages ASM2d kinetics to perform mass balance calculations, flowsheet selection, and generate detailed engineering reports.

  Last updated 2026-03-10

• lanhu-design-mcp

  blantian

  -

  license

  -

  quality

  A

  maintenance

  MCP server for macOS that reads Lanhu designs, analyzes UI structures, and exports fine-grained design assets for multiple platforms.

  Last updated 2026-07-19

  5

• Mesh Design System MCP Server

  lukeylias

  F

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server that provides AI assistants access to Mesh Design System components and design tokens, enabling AI-powered development tools to natively understand and utilize these UI components.

  Last updated 2025-10-03
• 

  groundlens-mcpofficial

  groundlens-dev

  A

  license

  A

  quality

  A

  maintenance

  Enables hallucination detection for AI assistants by providing tools to assess whether responses are grounded in source material or follow grounded patterns.

  Last updated 2026-07-24

  3

  Apache 2.0