Design MCP servers

Offline UI/UX design and marketing guidance for web, iOS, Android and macOS, plus generators for design tokens, color systems, type scales and WCAG checks.

Describe systems in natural language to get interactive architecture diagrams, export to frameworks like Spring Boot, FastAPI and Terraform, and detect drift.

Connect AI coding agents to Anima Playground, Figma, and your design system.

Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI search & trends.

Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.

Test your design on the real thing: load a built web app, turn its knobs, verify 1:1, export.

UI design from prompts, screenshots, and URLs for AI coding agents and theme tokens.

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

Translates design tokens from Tailwind, CSS, Figma or W3C DTCG into Material 3, SwiftUI, Tailwind config and CSS variables, with WCAG contrast validation.

Astrology from the NASA JPL DE440 ephemeris: natal, synastry, progressions, transit search, Human Design, Vedic, BaZi and astrocartography.

Create workflow, sequence and architecture diagrams with the FlowZap Code DSL, with validation, playground links, syntax docs, export, diffing and patching.

Design Perspective AI conversation agents that replace static forms, analyze conversations, deploy embeds and automate follow-ups.

Render web and SwiftUI evidence, run explicit visual judgment, and trace ADS UI decisions.

Detect contradictions and architectural drift in Kubernetes manifests, READMEs, OpenAPI specs and Word docs, with deterministic scoring and resolution advice.

Keeps AI coding agents' plan and design markdown managed and versioned, for Claude Code and Codex.

Read Lanhu design specs and export fine-grained UI assets with platform-adjusted units

Generate iOS UI mockups as PNG and HTML from a text prompt, using Claude and a headless Playwright renderer.

Write Polyxd UI documents, check them, and show them as real screens in any design-system pack.

MCP server & CLI for parsing Sketch-Meaxure exports into structured design data for AI agents

Design debugging in Chrome: which CSS rule wins (with file and line), its blast radius, scoped fix selectors, live fix trials and WCAG contrast audits.

FramingUI MCP server — token-driven design system tools for coding agents. Free scope: editorial-tech theme + 30 components. Full catalog: https://framingui.com?ref=mcp-official

Professional animated SVG to Video (MP4/WebM/MKV/MOV) and Animated Image (aPNG/GIF) converter featuring frame-accurate rendering, CLI automation, Model Context Protocol (MCP) server integration, and a serverless Web Studio.

Give your AI coding agent an architecture canvas. Design, visualize, and evolve software architecture diagrams from your IDE.

Business Execution OS for solo founders and bootstrappers — 42 structured tools guiding raw idea to validated revenue. Market research, buyer personas, offer design, landing pages, email sequences, ad copy, traffic strategy, SEO content engine, revenue ph

AstroWay Calculation API: natal charts, synastry, transits, Vedic dashas and vargas, tarot, numerology, Human Design and AI horoscopes.

Universal: an AI art director for React interfaces, exposed as a local Model Context Protocol server.

Read-only Human Standards guidance for accessible, usable interface design.

Bridge to live SysML v1 models in CATIA Magic: query, audit, trace and edit blocks, requirements, allocations and diagrams over a local, air-gapped connection.

AI interior design — restyle rooms, place furniture, and virtually stage spaces from a photo.

Mozaic Design System (ADEO): tokens, components, icons, docs and style guides for any agent.

MCP server for snap-x: lets any agent (Claude Desktop, Cursor, Windsurf, …) render, check and preview platform-ready branded graphics, with built-in platform formats, safe-zone guides and a design guide.

Browse, create, edit, and export SVGator animated SVG projects via your SVGator account.

Design engine for AI agents: images at every size, no Chrome, 2× fewer tokens

Design, manage and price tabletop games on The Game Crafter: browse catalogs, create projects, upload artwork and get prices.

UI/UX validation: model user journeys as state machines, find missing states, contrast and touch-target issues, and verify code against the design contract.

MCP server for rendering DGMO diagrams — SVG/PNG output, browser preview, HTML reports, and 50+ chart types. Works with Claude Desktop, Claude Code, and any MCP client.

Renders a frontend with Playwright and audits spacing, gaps and element sizes against a design scale, returning fix hints. Tailwind-first.

Deterministic AI data-center design for Korea (NVIDIA Rubin era, 22.9 kV intake): rack count, PUE, total MVA, cooling split, CDU planning, cost and timeline.

AI social autopilot: plan, write, design and publish posts, blog/SEO, news radar and leads.

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

Design KiCad schematics by talking to Claude. Places parts, wires nets, runs ERC. Needs KiCad 10.

Build and edit Figma designs: JSX-like tree creation, variables and tokens, components, cross-page navigation and screenshot-based visual verification.

Turn a repo into Mermaid or Graphviz architecture diagrams from its file tree, import graph and entry points; also enforces architecture rules in CI.

Generate PWA, iOS and Android app icon sets from a text description with Google Imagen 4: all required sizes, maskable icons, splash screens and manifest.json.

Web design analysis: layout extraction, motion detection, quality scoring and semantic search, turning web pages into structured design knowledge.

Create, edit, design and export Apple Numbers, Keynote and Pages files: designed decks with chart and table slides, brand kits and a design review. Every write is verified and undoable; Arabic/RTL-safe.

Optical design, simulation and analysis with GPU-powered ray tracing. Import from Zemax and CAD.

An artificial artisan for UI design: agents build screens, a design system keeps them consistent.