SciTools

SciTools builds software for deep code comprehension, analysis, and onboarding.

For over two decades, SciTools has helped developers, security teams, and organizations understand large, complex codebases — especially those that are unfamiliar, legacy, or safety-critical.

Our flagship products focus on answering hard questions about code:

• How does this system really work?
• Where are the risks, dependencies, and design boundaries?
• How can new developers become productive faster?

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Available Models

Help me choose a local LLM for Understand

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What We Build

Understand
A static code analysis and comprehension platform that provides rich insight into code structure, dependencies, metrics, and architecture across many programming languages.

Onboard
An AI-assisted web tool designed to help developers explore and understand codebases more effectively by combining static analysis with local language models.

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Our Approach to AI

We focus on local, transparent, and developer-controlled AI.

• Models run locally whenever possible
• Clear model provenance and reproducibility
• No hidden fine-tuning or prompt manipulation
• Designed to integrate with real engineering workflows

The models hosted here are provided to support SciTools products as well as other GGUF-compatible tools.

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Who Uses SciTools

SciTools products are used by:

• Software engineers and architects
• Security and assurance teams
• Organizations working with large or long-lived codebases
• Teams operating in regulated or high-assurance environments

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Learn More

• Website: https://scitools.com
• Documentation & Support: https://support.scitools.com

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SciTools is a small, engineering-focused company.
We value clarity, correctness, and tools that earn trust over time.