App & UI design MCP servers

Adobe Premiere Pro for AI agents on any UI language: ~380 verified operations, 9 tools, AI skill

Adobe After Effects for AI agents on any UI language: ~270 undo-safe operations, checkpoints, skill

Compares a mobile app screen (Android or iOS Simulator) with its Figma design and suggests fixes.

A UI design library and skill for agents, with a page review for AI giveaways, SEO, AEO, and GEO.

Catches palette colors, native elements and APIs your design system lacks in agent-written React.

EngineWire: drive the Unreal Editor (UE 5.0-5.8): levels, Blueprints, UI, materials, VFX and more.

Mirror and drive iOS Simulators, iPhones and Android devices: UI snapshots, live viewer, recording.

Run Atris campaigns from any agent, and extract, check, or search brand design systems.

Visual testing for coding agents: your agent sees every UI change it makes and triages each diff.

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

Design tokens, component source and WCAG checks for rendering any UI in a past design era.

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

Author Rive; convert Lottie, After Effects, Animate and Figma into it; animate AI and pixel art.

Finds UI drift in React apps (buttons, cards, colors, spacing) and gives your agent each fix

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

Search and fetch Japanese landing-page design systems (DESIGN.md) from designmark.jp.

Agentic UX testing for real Electron apps: launch, inspect, interact, and assert through MCP.

Drive an Android emulator or device over adb: screenshot, inspect UI, tap, type, build and test.

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

Lint rendered pages against a design system in a real browser, across six widths, with the fix.

A design harness for AI coding agents: design systems, design principles, icons and UI review.

Let Claude create and edit fully editable vector nodes on the Figma canvas.

WebWeaver Nexus services for MCP hosts: contact form (with UI), product overview, contact links.

UX Pilot's design agent for your AI tools: on-brand UI, design systems and React prototypes

Generate Sass palettes, typography, elevations, and themes for Ignite UI components.

BrandPilot brands and design systems for coding agents: tokens, design context, repo rules.

Mlola UI components, tokens and design rules for coding agents, with a markup checker

Hand-drawn whiteboard for system design mock interviews; your AI watches, asks and gives feedback.

Your AI agent designs editable, clickable UI prototypes on a live canvas.

The design system your coding agents check before they ship: tokens plus exact UI fixes.

AI agents see and drive the Android Emulator: screenshots, UI in dp, tap, dark mode, RTL, logcat.

Animated UI components, shaders, templates and UI kits from HorizonX, exported into your code

Design systems, layout and motion guidance for AI agents, plus headless Chromium visual QA.

Frame screenshots and screen recordings in Apple device bezels (device mockups). macOS only.

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

Design your mobile app UI with AI, then have your coding agent build the real app from it.

Offline Basecoat UI MCP: templates, macro layouts, theming contract, and static validation.

Figma MCP server with full read/write access via plugin bridge — no API token or rate limits.

Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding, and cleanup.

Checks UI code for AI-default design patterns and gives the fix. By Precious Studio.

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

Design tokens from any live site: colours, type, spacing, components, drift against a baseline.

OODS Foundry is an object-oriented design system that extends the one you already have.

The WunderUI design system for coding agents: components, props, tokens, rules and skills.

AI-Ready design system MCP: melta UI tokens, component contracts, 107 rules, check_html self-verify

Vaybel turns apparel ideas into designs and mockups through a public MCP server and agent skills.

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

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

Generate design systems: OKLCH colors, fluid type scales, spacing, shape, icon and motion tokens.