TrayTokenTrayToken OÜ
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UnderstandSciTools
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About
TrayToken is a privacy-focused engineering intelligence platform that helps organizations understand and improve how software teams use Claude Code. A desktop tray app for macOS, Windows, and Linux analyzes selected local Claude Code sessions and turns them into prompt-quality scores, activity timelines, adoption trends, token and tool-usage metrics, and actionable coaching. Role-based web dashboards give administrators organization-wide visibility, team leads team-level insights, and engineers personal analytics. TrayToken supports project-level opt-in, CSV exports, alerts for declining scores or inactivity, and side-by-side comparisons. Source code, file contents, Claude responses, and tool outputs remain on the device and are not transmitted.
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About
Understand is a comprehensive static-analysis and code-comprehension platform that helps software engineers “see” and understand large, complex code bases, whether legacy, safety-critical, or modern multi-language projects. It parses your source code and builds a complete “code dictionary” of every entity (files, classes, functions, variables), populating cross-references, call trees, dependency graphs, control-flow diagrams, and more. Through interactive, customizable graphs and visualizations, call graphs, control flow graphs, dependency trees, and UML-style class diagrams, you can explore exactly how parts of the code connect, which modules depend on which, and where changes may ripple across the project. Understand also computes detailed metrics at various levels (file, class, function) such as cyclomatic complexity, lines of code, comment-to-code ratio, coupling/cohesion, and other maintainability indicators; these metrics can be viewed in treemaps, exported to HTML or CSV.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Engineering organizations and software development teams using Claude Code, including CTOs, VPs of Engineering, engineering managers, team leads, Developer Experience and platform teams, and individual developers who need private AI adoption analytics, prompt-quality measurement, coaching, and visibility into team usage trends.
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Audience
Software engineers and development teams wanting a tool to visualize structure, enforce standards, detect bugs early, and maintain or refactor code with confidence
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and VideosNo images available
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Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$100 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationTrayToken OÜ
Founded: 2026
Estonia
traytoken.com
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Company InformationSciTools
Founded: 1996
United States
scitools.com
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Integrations
Ada
C
C++
Claude Code
Google Sheets
HTML
Java
Microsoft Excel
PHP
Python
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Integrations
Ada
C
C++
Claude Code
Google Sheets
HTML
Java
Microsoft Excel
PHP
Python
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