Key features
Core capabilities each platform advertises.
- Largest React component registry — shadcn/ui + Tailwind based
- Open-source and community-driven — npm-like CLI install
- Components, blocks, hooks, and full marketing/app templates
- AI Agent Registry pivoting toward full agent deployment SDK
- 200K monthly actives, 1.4M+ developers using it
- Type-safe agent inputs, outputs, and tool calls via Python type hints
- Structured output validation with automatic self-correction
- Decorator-based tool registration with auto-generated JSON schemas
- Dependency injection for testable, mockable agents
- Native integration with Pydantic Logfire for tracing and cost tracking
