Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

A curated list of public-source, research, and commercial tools for AI security and AI-assisted cybersecurity — autotriage, agent security, AI/ML supply chain, pentest agents, AI SAST, LLM-driven fuzzing, threat intelligence, SOC/SIEM triage, reverse engineering, LLM red-teaming, and more.

01Result

scadastrangelove/awesome-ai-security-tools ↗

scadastrangelove/awesome-ai-security-tools AI coding statistics: 3.5%

of 113 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

3.5% agent · top contributor 25%4 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

109

other considered commits

agent contributors

25%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

3assisted

1autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 5%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	2	1.8%
Cursor Agent	Anysphere	1	0.9%
Claude Code	Anthropic	1	0.9%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

fc29cb0a on GitHubReformat status array in sections.jsonGitHub Copilot
8b773c88 on GitHubFix JSON syntax error in data/sections.json and regenerate READMEGitHub Copilot
f792406e on GitHubAdd Clay Seal Identity and Receipts under Runtime Protection.Cursor Agent
af3cb723 on GitHubAdd ShiftGrid to Pentest & Red-Team AgentsClaude Code

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	164
Merge commits removed	−51
CI / dependency bots removed	−0
Considered	113

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli scadastrangelove/awesome-ai-security-tools

Scan another repository

Try

Month	Agent share	Considered commits
2026-05	0%	6
2026-06	0%	10
2026-07	3%	33
2026-08	5%	40
2026-09	4.2%	24