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Open Source Database Designs
✓ verifiedFreemium
Online database-design tool with sample schemas and an AI generator to explore, modify or build database structures visually.
27K visits/mo
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Magic Patterns
✓ verifiedFreemium
AI prototyping tool that generates UI matching your design system, letting product teams test features fast.
242K visits/mo3.8K saves
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Defog
✓ verifiedPaid
Enterprise text-to-SQL AI data analyst built on the SQLCoder model, for private, accurate natural-language querying of databases.
7.0K saves
Pricing
No public pricing
No public pricing
No public pricing
Enterprise (Cloud Hosted): $5,000/mo (20,000+ queries/mo)
Core features
- ✦Library of sample database designs
- ✦Visual database designer / diagram tool
- ✦AI database generator
- ✦Modify and optimize existing schemas
- ✦SQL script export
- ✦Dialect converters (MySQL/PostgreSQL/MSSQL)
- ✦Design canvas integrated directly into the IDE (VSCode/Cursor)
- ✦Agent-driven MCP canvas based on open design format
- ✦AI Multiplayer for generating screens and flows in parallel
- ✦Design as Code: Design files live in repo, versioned with Git
- ✦Pixel-perfect vector-to-code workflow
- ✦AI UI generation from prompts
- ✦Match existing styling and design systems
- ✦Rapid, high-fidelity prototyping
- ✦Live team editing and sharing
- ✦Enterprise security and compliance
- ✦Natural-language querying of databases and CSVs
- ✦SQLCoder text-to-SQL model (privacy-preserving)
- ✦Connectors to Postgres, Snowflake and more
- ✦Learns from user feedback and preferences
- ✦Interpretable, explainable results
- ✦Self-hosted or cloud deployment options
Use cases
- →Finding a starting schema for a project
- →Designing a database visually
- →Generating a schema with AI
- →Converting between SQL dialects
- →Designing new products and features with pixel-perfect precision without leaving the development environment.
- →Eliminating design handoffs by having design and code live under one roof.
- →Accelerating workflow by using AI multiplayer to generate UI components and flows.
- →Shipping production-ready apps with guaranteed code-design alignment.
- →Integrating existing design systems directly from the codebase.
- →Prototype new product features
- →Test designs with customers
- →Build design-system-consistent mockups
- →Self-service data analysis for non-analysts
- →Ad hoc drill-downs without writing SQL
- →Exploring hypotheses across company data
- →Deploying a private, on-prem AI analyst
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