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UIGraph Review

UIGraph generates live, visual system artifacts directly from code to provide clarity on complex repositories and keeps artifacts like API specs and database schemas synced automatically with the codebase.

shipped Sep 17, 2026agentsfreemium
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UIGraph — product screenshot

Why it matters

1UIGraph offers a freemium pricing model, including a Free Tier.
2It supports integration with Bedrock, OpenAI, and Ollama models.
3UIGraph provides structured architectural context for AI agents, reducing hallucinations.
4The platform visualizes SQL (PostgreSQL, MySQL, SQLite) and NoSQL schema files, generating interactive ERDs.

About UIGraph

Business Model
Subscription SaaS
Platforms
Web
Target Audience
Software engineers and teams managing complex codebases

Pricing Plans

Free Tier
Free
  • • Self-hosted
  • • No credit card required
  • • Initial setup in under 5 minutes
Team Plan
Contact for pricing / monthly
  • • Advanced features
  • • Team collaboration tools
Enterprise Plan
Contact for pricing / monthly
  • • Custom features
  • • Enterprise-grade security
API DocsGitHubOpen Source

Specs

API Available

Yes, public API

overview

What is UIGraph?

UIGraph is an AI-powered visual system mapping tool developed by UIGraph that enables engineering, product, and platform teams to create and maintain living documentation that stays synchronized with their codebase. It aims to provide a single source of truth for how software systems work, serving both human engineers and AI agents by generating live, visual system artifacts directly from code.

features

Key Features of UIGraph

UIGraph provides a suite of features designed to automate documentation and provide real-time system insights, ensuring that architectural context remains current with the codebase.

  • Generates live, visual system artifacts directly from code, including API specifications and database schemas.
  • Automatically syncs generated artifacts with the codebase, ensuring documentation remains up-to-date.
  • Provides structured architectural context for AI agents, enhancing their ability to reason over system architecture.
  • Supports visualization and import of database schemas for SQL (PostgreSQL, MySQL, SQLite) and NoSQL databases.
  • Automates documentation updates and service metadata syncing via the uigraph-cli from a repository-level .uigraph.yaml file.
  • Enables documentation of product flows by connecting UI screens to implementation details, APIs, services, and tests.
  • Offers proprietary function calling capabilities and supports models from Bedrock, OpenAI, and Ollama.
  • Integrates with Figma to connect UI designs directly to backend services, streamlining engineering handoffs.

use cases

Who Should Use UIGraph?

UIGraph is designed for various technical and product roles that require accurate, up-to-date system documentation and architectural clarity, particularly in complex software environments.

  • Engineering Teams: For generating and syncing live, visual system artifacts directly from code, automating documentation updates, and providing structured architectural context for AI agents.
  • Product Teams: For documenting product flows, connecting UI screens to implementation details, and ensuring a shared understanding of software functionality.
  • Platform Teams: For visualizing and importing database schemas (SQL/NoSQL), managing API specifications, and maintaining a system of record for how software actually works.
  • AI Agents: To query structured architectural context, enabling more accurate code generation and system modifications by reasoning over real system architecture.
  • Designers & QA: For connecting UI designs to backend services and understanding implementation details, facilitating better collaboration and testing.

how to use

How to Use UIGraph

UIGraph facilitates system mapping and documentation through direct code integration and automated artifact generation. Users can begin by connecting their codebase and configuring the CLI for synchronization.

  • 1Sign up for a UIGraph account via the web platform.
  • 2Connect your Git repository (e.g., GitHub) to UIGraph.
  • 3Install and configure the uigraph-cli in your project to define .uigraph.yaml for syncing service metadata, API specs, and database schemas.
  • 4Utilize the platform to generate interactive maps, frames, and points that link UI screens to backend services and implementation details.
  • 5Import SQL or NoSQL schema files to automatically visualize database entity-relationship diagrams (ERDs).
  • 6Integrate with Figma to connect UI designs directly to backend services for engineering handoff.

pricing

UIGraph Pricing & Plans

UIGraph operates on a freemium business model, offering a free tier for basic usage and contact-based pricing for team and enterprise-level features. Specific pricing for Team and Enterprise plans requires direct inquiry.

  • Free Tier: Free, includes core features for individual use.
  • Team Plan: Contact for pricing, designed for collaborative engineering and product teams.
  • Enterprise Plan: Contact for pricing, tailored for large organizations requiring advanced features and support.

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Pros

  • +Automates the generation and synchronization of system artifacts (API specs, database schemas) directly from code.
  • +Provides structured architectural context for AI agents, reducing 'hallucinations' in AI-driven development.
  • +Supports visualization of both SQL (PostgreSQL, MySQL, SQLite) and NoSQL database schemas, generating interactive ERDs.
  • +Offers a uigraph-cli for automated documentation updates and syncing service metadata from Git repositories.
  • +Connects UI screens to backend services and implementation details, providing a comprehensive view of product flows.
  • +Includes a free tier, making it accessible for individual developers and small teams.

Cons

  • −Specific independent user reviews or testimonials on major platforms (G2, Capterra) are not readily available as of September 2026.
  • −Pricing for Team and Enterprise plans is not publicly disclosed, requiring direct contact for information.
  • −The API is not publicly available, limiting external programmatic integration beyond existing features.
  • −While it supports multiple models, the function calling mechanism is proprietary, potentially limiting customization for advanced users.

Policies

Pricing Page

View Pricing→

Similar Tools

UIGraph vs Competitors

UIGraph differentiates itself by focusing on live, code-synced, and AI-ready system mapping, contrasting with traditional documentation tools and specialized diagramming solutions.

1
tablur.io↗

It generates interactive ER diagrams directly from ORM code (like Prisma, TypeORM, Django, SQLAlchemy) and offers bi-directional syncing, allowing changes in the diagram to update the code and vice-versa.

UIGraph provides broader system artifact generation, including API specs, while tablur.io specializes in database schema visualization. tablur.io's bi-directional sync for database schemas is a direct match for UIGraph's automatic syncing capabilities in that domain.

2
ChartDB↗

This tool visualizes existing database schemas with a single 'Smart Query' and generates interactive ER diagrams, supporting various SQL dialects and offering AI-powered export.

While UIGraph covers both API specs and database schemas, ChartDB focuses specifically on visualizing and documenting existing database schemas. It excels at quickly generating diagrams from live database structures, whereas UIGraph emphasizes syncing artifacts directly from codebase changes.

3
Structurizr↗

It allows you to define software architecture using a domain-specific language (DSL) to generate C4 model diagrams, enabling version-controlled and automatically updated architectural views.

Structurizr focuses on a more formal 'architecture as code' approach using the C4 model, requiring explicit architectural definitions. UIGraph aims for more automatic inference and syncing of artifacts like API specs and database schemas directly from existing code.

4
DeepDocs↗

This GitHub-native tool automatically generates and updates API documentation, including API references, based on changes in your codebase, integrating directly into CI/CD pipelines.

DeepDocs is specialized for automating API documentation within a GitHub workflow, whereas UIGraph offers a broader scope including database schemas. DeepDocs's tight integration with GitHub Actions provides a streamlined, automated documentation process for APIs.

5
Swagger UI↗

It automatically generates interactive, human-friendly API documentation from an OpenAPI (formerly Swagger) Specification, allowing users to visualize and interact with API resources.

Swagger UI renders documentation from an existing OpenAPI specification, which you would typically generate from your code using other tools. UIGraph aims to generate and sync API specs directly from the codebase, providing a more integrated 'code-to-artifact' workflow from the start.

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