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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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Project comparison

Kubeshark vs open-design

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Kubeshark

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

Best matched with other agent tools.

12.0K
Stars
+128
Weekly
49/100
Health
open-design

🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / DeepSeek Harness / OpenCode & 20+ CLIs via BYOK.

Best matched with other agent tools.

99.4K
Stars
+43.2K
Weekly
95/100
Health

Quick Take

Adoption

open-design has the larger GitHub footprint with 99.4K stars.

Momentum

open-design is currently growing faster at +43.2K stars this week.

Maintenance

open-design has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalKubesharkopen-design
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars12.0K99.4K
Weekly growth+128+43.2K
Health scoreWatch49/100Strong95/100
Contributors52390
Commits per week1.1229.0
Open issues144628
LanguageGoTypeScript
LicenseApache-2.0Apache-2.0
Last commit2026-07-30 15:44 UTC2026-10-04 02:08 UTC
Last releasev53.3.0open-design-v0.16.0

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