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AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Cybersecurity Projects

Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning 👇

GitHub ↗Website ↗AGPL-3.0💬 Interface

At a glance

Is this tool relevant to you?

What it does

Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning 👇

May suit

People who want a usable interface for interacting with AI models.

Before you try it

The repository reports a AGPL-3.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Needs recheck· 2026-08-31 10:59 UTC

This wider directory record has not passed catalog verification and its last sync is outside the expected refresh window.

Source
Automated project sync
Checked
2026-08-31 10:59 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Watch55/100

Mixed maintenance signals. Review recent activity and the weaker areas before adopting it.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology →
⭐
6.6K
Stars
🍴
975
Forks
👥
5
Contributors
💚
Watch55/100
Health Score

Star History

01.6K3.3K4.9K6.6K2026/8/242026/8/31

Health Score Breakdown

Star Momentum
94
Commit Frequency
100
Issue Health
80
Contributors
45
Release Cadence
10
Documentation
50
Community Signal
100

Project Info

Language
Go
License
AGPL-3.0
Last Commit
2026-08-26 17:59 UTC
Last Release
N/A
Open Issues
1
Bus Factor
1
Commits/Week
27.2
Avg Issue Close
3.6 days
aicertificationcloud-engineeringcybercybersecuritycybersecurity-analystcybersecurity-certificationcybersecurity-certificationscybersecurity-educationcybersecurity-jobscybersecurity-portfoliocybersecurity-projectscybersecurity-toolsgrchackinglearningpentestingproject-repositoryprojetcspython

Project Badge

Embed a live health badge in a README or docs page.

Cybersecurity Projects AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/cybersecurity-projects?metric=health&style=shield)](https://ai-tools-scout.com/projects/cybersecurity-projects)

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