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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

Cockpit Tools vs dify

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

Cockpit Tools

🚀 通用 AI IDE 账号管理工具:支持 Antigravity / Codex / GitHub Copilot / Windsurf / Kiro / Cursor / Gemini-cli / CodeBuddy,多账号切换、配额监控、自动唤醒与多开实例管理。 🚀 Universal AI IDE account manager for Antigravity / Codex / GitHub Copilot / Windsurf / Kiro / Cursor / Gemini-cli / CodeBuddy, with multi-account switching, quota monitoring, wake-up automation, and multi-insta

Best matched with other framework tools.

15.9K
Stars
+8.6K
Weekly
95/100
Health
dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

Best matched with other framework tools.

157.8K
Stars
+815
Weekly
92/100
Health

Quick Take

Adoption

dify has the larger GitHub footprint with 157.8K stars.

Momentum

Cockpit Tools is currently growing faster at +8.6K stars this week.

Maintenance

Cockpit Tools 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.

SignalCockpit Toolsdify
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars15.9K157.8K
Weekly growth+8.6K+815
Health scoreStrong95/100Strong92/100
Contributors761.3K
Commits per week48.5124.9
Open issues374759
LanguageRustTypeScript
LicenseN/ANOASSERTION
Last commit2026-08-16 10:11 UTC2026-10-03 15:55 UTC
Last releasev1.3.211.14.0

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