Design MCP Servers

A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.

Turn any idea, URL, doc, or PDF into on-brand visuals: 100+ formats, native in 150+ languages

Create professional SVG artwork, icons and vector logos from a prompt, or vectorize any image.

SVG Lab MCP: the Design Engine for AI. App screens, icons, illustrations and charts as SVG.

Paid remote MCP for agent design system guard MCP, structured receipts, audit logs, and reviewer-rea

Design system contracts, docs search, and usage validation for @digitaltableteur components.

Search Keyline Icons by name and get any icon's SVG source or React import. No key, no network.

Read your Savee saves, boards and home feed, and search its public library. Read-only.

Guidelines for UI components with a perfect UX, DX and AX, whether humans or AI agents write them.

Design canvas for AI assets: generate images, video, code and screens, and edit canvases.

Compare Figma designs against live websites and get visual + content QA reports, from inside Claude.

Catalog MCP for kwnva.design case studies, studio profile, and project inquiries.

Read, create and edit open-source noddle draw diagram boards, browse versions and comment.

Read-only MCP server for one AINDF design-system bundle: look up what it offers, validate screens.

Persistent, interactive MCP Apps — the AI builds an app once, you both reuse it

Generate dotted-globe maps, share URLs, and embed snippets from chat.

MCP server for Adobe Photoshop — 128 tools (generative AI + recipes), standalone web UI. Control Ph…

Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools.

MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.

The Figma file you have open, as MCP tools. Extract, edit, and keep a saved set.

Validate AI-built front-ends against Figma by tokens and geometry, not pixels.

Icons for agentic development: search & fetch 366,000+ open-source icons as SVG/PNG. No API key.

Render and validate ArchSmith architecture diagrams from a governed JSON IR.

Design systems, UI prompts, and layout variations for AI coding tools.

Trace an image to a clean SVG and export a full app-icon set, locally, from your coding agent.

Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review.

Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.

UX review for apps built with AI, run by your own agent. The fixes keep your design.

Compile, describe, lint, validate, score, repair, fix, finish, suggest and complete ArchLang plans.

Write, check and render comic panels as SVG: a deterministic compiler, no image model.

Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.

uxspot.io UX reference: glossary, AI x UX tools directory, checklists and Learn UX curriculum

Deterministic UI policy, discovery and audits for coding agents across seven ecosystems.

UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for any MCP client

Design skills, design systems and artifact tools: landing pages, decks, prototypes, posters, more.

Search, read and install agent-ready React components, screens and blocks for AI products.

Forge Space MCP server for UI and backend generation via stdio transport.

Find, wire, and render microcharts — word-sized React charts with generated alt text.

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, recipes.

Unofficial MCP server for the Pixabay API: search and fetch royalty-free images and videos.

MCP server for the Unsplash API: search & fetch photos with attribution + download tracking.

Ask a repository what depends on what. Every answer cites the file, line and commit it came from.

Validate Formhaus form definitions and simulate multi-step paths against the real engine.

MCP server for scanner discovery and batch capture via SANE

See and drive any Windows app via the accessibility tree - no screenshots - plus 200+ native tools

MCP server for the Frame-Relay design kit: components, tokens and live Figma selections.

Translate design tokens between Tailwind, Figma, CSS, Material 3, and SwiftUI

Write to a live Figma canvas, get a screenshot back, and roll back mistakes. Zero deps, free plan.

Cloudflare Workers MCP server: color-palette

Flux UI component and layout docs for AI coding agents. Live from fluxui.dev, Pro-tier aware.

Analyze Figma designs for dev & AI readiness. 39 rules, scoring, HTML reports.

The Figma desktop app as an MCP server: full Plugin API for AI agents. Local, no token, no quota.

Professional furniture design: specs, validation, cut optimization, BOM, and 3D reports.

Mermaid to assets. Source code to maps. MCP for agents.

Figma to pixel-perfect code: deterministic HTML/React, then a render + pixel-diff verify loop.

Memi is the design layer for agentic AI.

Translate HTML prototypes into Figma using your design system's real components and tokens.

Builds Figma from your design system: real components and tokens, enforced, learning every build.

Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks.

Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

Extract colors from stylesheets and code, with their notation and position.

NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.

Figma MCP Pack

A local MCP server with full Figma REST API coverage.

Query pudge-ui — 93 skeuomorphic 2000s-era UI component specs — for coding-agent context.

UI design MCP: design references, intent routing, anti-slop static detector and gate. No API key.

Render and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.

Color convert, palette, contrast checker for AI agents

Image metadata, favicon, OG image for AI agents

Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff bundles.

Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

AI design fidelity — compare Figma designs or screenshots against rendered UI. No API keys.

Memi is the read-only design engineering audit and skill layer for coding agents.

Shadcn-native Design CI for Tailwind apps with registry export and MCP UI tools.

Local-first image, vector and document toolkit that measures its own output. Nothing uploaded.

Search rule34.xxx posts by tag through the site's own API. Needs a rule34.xxx API key.

Extract a website's favicon URL (any size 16-512) via the free FaviconDL API. No API key.

Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

Draw and visually collaborate with your agents on tldraw's canvas.

Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.

Search 1,400 open-source icons in 7 weights and 2 styles, and get paste-ready SVG.

Audit a site's UX the way a design-literate reviewer would, with a concrete fix for every finding.

Agent-native UI/UX design validation: journey completeness, state coverage, and WCAG checks.

Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.

Renders MatPlotLibNet charts to PNG, SVG or PDF from a JSON spec an AI agent writes.

Search 2,500+ curated architecture, design, photography and art projects. Free tier, no signup.

Author, validate, edit, and render deterministic .zen design docs to PNG/PDF.

Figma MCP: list frames in a file and fetch one frame's JSON and image safely. 2 tools.

Local design engine for AI agents: create, edit and export real, editable designs.

Generate logos, social posts, app screenshots, comic panels & visual-novel assets from prompts.