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What is Understand?

Understand functions as a comprehensive tool for static analysis and code understanding, allowing software developers to visualize and comprehend the complexities of large and intricate codebases, whether they consist of outdated legacy systems, critical safety applications, or contemporary multi-language projects. By analyzing the source code, it constructs an extensive "code dictionary" that documents all entities—such as files, classes, functions, and variables—while also producing essential cross-references, call trees, dependency graphs, and control-flow diagrams. Its suite of interactive and customizable visual tools, including call graphs, control flow graphs, and UML-style class diagrams, empowers users to explore the interconnections among various code components, pinpoint module dependencies, and foresee the potential consequences of alterations throughout the project. Additionally, Understand delivers a thorough assessment of various metrics at different levels—file, class, and function—such as cyclomatic complexity, total lines of code, comment-to-code ratios, and coupling/cohesion, which are crucial indicators of maintainability; these metrics can be conveniently visualized in treemaps and exported in formats like HTML or CSV. This layered methodology not only enhances the understanding of code but also facilitates significant improvements in overall software quality and maintainability, ultimately contributing to more efficient development processes and better long-term project sustainability.

What is Constellation?

AI agents currently lack a true grasp of the intricacies within your codebase, highlighting the necessity to evolve from superficial text searching to authentic code comprehension. Conventional AI coding agents frequently waste their contextual capabilities on rummaging through files and making speculative assumptions about code structure. However, with Constellation, you can equip them with a robust, organization-wide knowledge graph of your codebase that features advanced tools such as symbol search, dependency graphs, and impact analysis, all accessible via MCP. This cutting-edge method guarantees that every token is leveraged for reasoning rather than merely for exploration, thereby enhancing efficiency and precision in code understanding. By significantly improving code comprehension, your team will be empowered to collaborate more effectively and harmoniously, ultimately driving better project outcomes. This shift not only boosts productivity but also fosters a deeper engagement with the code across the entire team.

Media

Media

Integrations Supported

Ada
C
C++
Claude
Claude Code
Codex CLI
Cursor
Gemini CLI
GitHub Actions
GitLab
Google Sheets
HTML
Java
Kilo Code
Microsoft Excel
Model Context Protocol (MCP)
OpenCode
PHP
Python

Integrations Supported

Ada
C
C++
Claude
Claude Code
Codex CLI
Cursor
Gemini CLI
GitHub Actions
GitLab
Google Sheets
HTML
Java
Kilo Code
Microsoft Excel
Model Context Protocol (MCP)
OpenCode
PHP
Python

API Availability

Has API

API Availability

Has API

Pricing Information

$100 per month
Free Trial Offered?
Free Version

Pricing Information

$29.99/month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

SciTools

Date Founded

1996

Company Location

United States

Company Website

scitools.com

Company Facts

Organization Name

ShiftinBits Inc

Date Founded

2025

Company Location

United States

Company Website

shiftinbits.com

Categories and Features

Static Code Analysis

Analytics / Reporting
Code Standardization / Validation
Multiple Programming Language Support
Provides Recommendations
Standard Security/Industry Libraries
Vulnerability Management

Categories and Features

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