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Mocha

Mocha

Build full-stack apps without coding. But this time it works

Overview

What it is

The first domain-specific AI for frontend tasks beyond prototypes. Build entire app UIs, refactor code, or create components from Figma, text, image or code. Understands your codebase. Works in your IDE. Vastly outperforms generic agents + frontier models.

Intent

I need it when

Debug and refine rendered UI visually without touching code directly

Kombai's Browser mode provides a visual editor for rendered frontends. Users can click elements to edit text and CSS properties, rearrange components, delete elements, and capture screenshots with DOM context. Changes can be sent to the agent for code implementation, enabling visual-first debugging and refinement workflows.

Create visually polished UI designs with curated inspirations instead of generic AI defaults

Kombai's Design Mode generates multiple creative variations shaped by a curated library of design inspirations. Users can refine designs on an infinite canvas with visual edits, explore variations, and apply handpicked style guides. Designs automatically run refinement passes before display, ensuring polished output from the first iteration.

Generate production-ready frontend code from design mockups without manual coding

Kombai converts Figma designs and canvas designs directly into production-quality code using your tech stack. It understands 400+ frontend libraries, applies best practices automatically, and reuses existing components from your repo, npm packages, and Storybook. Code is generated with proper structure, styles, and states ready for deployment.

Maintain code consistency and reuse across large frontend projects with complex repositories

Kombai builds Context Graphs that give semantic understanding of your codebase, including components, hooks, utilities, design tokens, and types. It scans your repo, understands your entire tech stack, and consistently reuses existing code patterns. This ensures consistency at scale without wasting tokens on redundant context.

Accelerate frontend development for teams with shared workflows and centralized billing

Kombai's Team plan ($40/user/month) enables multiple users to share a credit pool, access shared rules and commands, and manage team usage analytics. Enterprise plan offers custom context engines, dedicated support, and SOC 2 compliance for organizations requiring advanced governance and security.

Drop

Not a fit when

  • User needs backend or server-side development; Kombai is specialized exclusively for frontend work
  • User requires offline-only operation; Kombai is a cloud-based SaaS platform requiring internet connectivity
  • User works with non-web platforms like mobile native apps or desktop applications outside web frameworks
  • User needs real-time collaborative editing with multiple simultaneous users on the same design canvas
  • User requires integration with design tools other than Figma; native Figma integration is the primary design import method
Commercials

Pricing

USD0 / monthly View pricing