Best AI Tools for Design (2026)
AI-powered design tools, prompts, and workflows for UI/UX, visual design, and creative projects. Generate interfaces, optimize layouts, and create assets faster.
Google Stitch MCP — AI Design via Model Context Protocol
Connect Claude Code, Cursor, Gemini CLI, or VS Code to Google Stitch for AI-driven UI design. Create projects, generate screens from text, edit designs, manage design systems — all via MCP.
Gemini CLI Extension: Stitch — AI Design Tool
Gemini CLI extension for Google Stitch. AI-driven UI design, component generation, and design system management.
Claude Official Skill: web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifact...
Antigravity Awesome Skills — 1,340+ Agentic Skills Library
Installable library of 1,340+ agentic skills for Claude Code, Cursor, Codex CLI, and Gemini CLI. One command installs skills like brainstorming, security auditing, frontend design, and API design.
Mastra — TypeScript AI Agent Framework
AI agent framework for TypeScript from the Gatsby team. Build agents with tools, workflows, RAG, memory, evals, and 50+ integrations. Modern TS-native design. 22K+ stars.
Nuxt + Go-Zero Quality Audit Skill — 30 Checks from 250 Real Bugs
Production-tested quality check skill for Nuxt SSR + Go-Zero + MySQL projects. 30 automated checks across 7 dimensions (security, race conditions, transactions, frontend SSR, dependencies, API contracts, ops) — distilled from 10 rounds of Codex audit that found ~250 real issues in a live SaaS product.
Claude Official Skill: mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP serve...
OpenCode — Open-Source AI Coding Agent for Terminal
Open-source AI coding agent with 140K+ stars. TUI-first design, LSP integration, works with Claude, OpenAI, Google, or local models. Two built-in agents: build and plan. MIT license.
ComfyUI — Node-Based AI Image Generation
The most powerful modular AI image generation GUI with a node/graph editor. Supports Stable Diffusion, Flux, SDXL, ControlNet, and 1000+ custom nodes. 107K+ stars.
AI Agent Memory Patterns — Build Agents That Remember
Design patterns for adding persistent memory to AI agents. Covers conversation memory, entity extraction, knowledge graphs, tiered memory, and memory management strategies.
AI Agent Design Patterns — Architecture Guide 2026
Catalog of proven design patterns for building AI agents: ReAct, Plan-and-Execute, Reflection, Tool Use, Multi-Agent, Human-in-the-Loop, and more. With architecture diagrams and code examples.
Tavily — Search API Built for AI Agents & RAG
Search API designed specifically for AI agents and RAG pipelines. Returns clean, LLM-ready results with content extraction, no HTML parsing needed. Official MCP server available. 5,000+ stars.
Onlook — Visual AI Code Editor for React Apps
Open-source Figma-like visual editor for building React and Next.js apps with AI. Edit visually and code syncs in real-time. Design branching, team collab, deploy. Apache-2.0, 25,000+ stars.
tldraw — Infinite Canvas SDK for AI Applications
Open-source infinite canvas library for building whiteboard, diagramming, and design applications. React component with real-time collaboration. Used by AI tools for visual generation. 40,000+ stars.
LLM Wiki Memory Upgrade Prompt
One-click prompt to upgrade your AI agent memory system to Karpathy LLM Wiki pattern. Send to Claude Code / Cursor / Windsurf — auto audits, compiles fragments, resolves contradictions, builds structured wiki.
Pal MCP Server — Multi-Model AI Gateway for Claude Code
MCP server that lets Claude Code use Gemini, OpenAI, Grok, and Ollama as a unified AI dev team. Features model routing, CLI-to-CLI bridge, and conversation continuity across 7+ providers.
whisper.cpp — Local Speech-to-Text in Pure C/C++
High-performance port of OpenAI Whisper in C/C++. No Python, no GPU required. Runs on CPU, Apple Silicon, CUDA, and even Raspberry Pi. Real-time transcription.
VoltAgent — TypeScript AI Agent Framework
Open-source TypeScript framework for building AI agents with built-in Memory, RAG, Guardrails, MCP, Voice, and Workflow support. Includes LLM observability console for debugging.
LangGraph — Build Stateful AI Agents as Graphs
LangChain framework for building resilient, stateful AI agents as graphs. Supports cycles, branching, persistence, human-in-the-loop, and streaming. 28K+ stars.
Graphiti — Real-Time Knowledge Graphs for AI Agents
Build real-time knowledge graphs for AI agents by Zep. Temporal awareness, entity extraction, community detection, and hybrid search. Production-ready. 24K+ stars.
Dify — Open-Source LLM App Development Platform
Visual platform for building AI applications with workflow orchestration, RAG pipelines, agent capabilities, and model management. Supports 100+ models. 85,000+ GitHub stars.
DeepAgents — Multi-Step Agent Framework by LangChain
Agent harness built on LangGraph by the LangChain team. Features planning tools, filesystem backend, and sub-agent spawning for complex multi-step tasks like codebase refactoring. 16,500+ stars.
bolt.diy — AI Full-Stack App Builder, Any LLM
Community fork of Bolt.new. Prompt, edit, and deploy full-stack web apps with any LLM provider. 19K+ GitHub stars.
Claude Code Agent: Game Designer — Mechanics & Balance
Claude Code agent for game design. Game mechanics, level design, balance tuning, economy systems, and player progression.
Agent Skill Creator — One Skill, 14+ Platforms
Turn any workflow into reusable AI agent skills that install on Claude Code, Copilot, Cursor, Windsurf, Codex, Gemini CLI, Kiro, and 7 more tools. No coding required. MIT, 660+ stars.
OpenAI Cookbook — Official Prompting Guides
Official prompting guides from OpenAI: GPT-5.2, Codex, Meta Prompting, and Realtime API guides. The definitive reference for OpenAI model optimization.
Gradio — Build ML Demos & AI Apps in Python
Python library for building interactive ML demos and AI web apps. Chat interfaces, file upload, image/audio/video I/O. Share with public link. 42K+ stars.
Cursor AI Tips — Reddit Wisdom & Best Practices
Comprehensive Cursor AI guide with keyboard shortcuts, Composer mode tips, .cursorrules examples, Max Mode pricing strategies, model benchmarks, and safety protocols. Curated from Reddit community.
Cursor Tips — Advanced AI Coding Workflow Guide
Comprehensive guide to advanced Cursor workflows. Covers Composer, multi-file edits, .cursorrules, codebase indexing, and prompt engineering for 10x AI coding productivity.
Claude Agent SDK — Build Agents with Claude Code Power
Anthropic's official TypeScript SDK for building AI agents with Claude Code's full capabilities — file editing, command execution, codebase understanding, and complex workflows. npm package.
AI in Design Workflows
AI in Design Workflows
AI has transformed every stage of the design process. Research & Ideation — AI tools analyze competitor designs, generate mood boards, and suggest design directions based on brand guidelines. UI/UX Design — Generate wireframes, component layouts, and full-page designs from text descriptions. Tools like Stitch and Figma AI produce production-ready designs in minutes.
Visual Asset Creation — Generate illustrations, icons, background patterns, and photography with AI. The latest tools maintain brand consistency across all generated assets. Design-to-Code — Convert designs directly into React, Vue, or HTML/CSS code. AI bridges the gap between design and development, reducing handoff friction.
TokRepo curates agent skills and prompts that integrate AI design capabilities into your existing workflow — whether you use Figma, Sketch, or code-first approaches.
Design is no longer about pixel-pushing — it's about directing AI to express your creative vision.
Frequently Asked Questions
Can AI generate production-ready UI designs?+
Yes, but with caveats. Tools like Stitch, Figma AI, and v0 by Vercel can generate functional UI designs from text prompts. They work best as starting points — professional designers refine the output for brand consistency, accessibility, and edge cases. The AI handles layout and structure; humans ensure quality.
What AI tools do UX designers use in 2026?+
UX designers commonly use Figma with AI plugins for rapid prototyping, Maze for AI-powered usability testing, and Claude or ChatGPT for user research synthesis. Agent skills on TokRepo add specialized capabilities like accessibility auditing, design system generation, and component documentation.
How does AI-to-code conversion work?+
Design-to-code tools analyze visual layouts (from Figma files, screenshots, or AI-generated designs) and produce clean, responsive code. The best tools output framework-specific code (React, Vue, Tailwind) rather than generic HTML. Quality varies — always review and refactor the generated code for production use.