Best AI tools: Prototype to code
Designs your coding agent can actually build from: code export, GitHub sync and MCP handoff. Ranked on quality and fit. Last reviewed 2026-10-21.
#1Magic Patterns Free plan
Why: Prompt-to-prototype that downloads as React code, syncs to GitHub and hands designs to coding agents over MCP.
Best for: Handing a prototype straight to Cursor or Claude Code
Pricing: Free $0 (free monthly credits, watermark on preview); Starter $17/seat/mo billed annually ($20 monthly) for 1,000 credits, MCP and GitHub sync; Business $85/seat/mo annually ($100 monthly) for 5,000 credits; extra credits $0.02 each on paid plans
#2Figma Make Free plan
Why: Prompt-to-prototype inside Figma where everything it builds is code-backed, next to your existing design files.
Best for: Teams already designing in Figma
Pricing: Starter free (150 AI credits/day, up to 500/mo); Professional Full seat $16/mo (3,000 AI credits/mo); Organization Full seat $55/mo billed annually (3,500 AI credits/mo)
#3v0 by Vercel Free plan
Why: Generates editable React/Next.js UI that deploys to Vercel and syncs to GitHub.
Best for: Production-ready React components and pages
Pricing: Free $0 ($5 one-time credits for new users, 7 messages/day, deploy to Vercel, GitHub sync, Design Mode); Plus $30/user/mo ($30 monthly credits + $2 free daily credits); Business $100/user/mo; Enterprise custom
#4Lovable Free plan
Why: Chat-built full web apps with two-way GitHub sync on every plan, including Free.
Best for: A full app you keep in your own repo
Pricing: Free $0 (5 build credits/day, up to 30/mo, invite-only publishing); Pro $25/mo (100 credits, custom domains); Business $50/mo (100 credits, SSO); 2 months free on yearly
#5Bolt Free plan
Why: Browser-based full-stack builder with two-way GitHub sync and ZIP export.
Best for: Trying prototype-to-code free before paying
Pricing: Free $0 (1M tokens/mo, 300K/day, hosting with Bolt branding, no card); Pro $18/mo billed yearly ($216/yr; 10M tokens/mo with rollover, custom domain); Teams $27/member/mo billed yearly; Enterprise custom
Quick answers
What is the best AI tool for prototype to code?
Magic Patterns is our #1 pick. Prompt-to-prototype that downloads as React code, syncs to GitHub and hands designs to coding agents over MCP. Runners-up: Figma Make, v0 by Vercel.
Which of these tools can I try for free?
Free plan: Magic Patterns (Free plan), Figma Make (Free plan), v0 by Vercel (Free plan), Lovable (Free plan), Bolt (Free plan).
Which of these tools export SVG or code?
SVG export: none verified yet. Code export: Magic Patterns, Figma Make, v0 by Vercel, Lovable, Bolt.
Based on the pricing and criteria checked above; "unverified" items are left out.