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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

Peft vs Trendradar

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

Peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Best matched with other inference tools.

21.4K
Stars
+337
Weekly
75/100
Health
Trendradar

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

Best matched with other inference tools.

60.8K
Stars
+3.5K
Weekly
58/100
Health

Quick Take

Adoption

Trendradar has the larger GitHub footprint with 60.8K stars.

Momentum

Trendradar is currently growing faster at +3.5K stars this week.

Maintenance

Peft has the stronger automated maintenance signal at 75/100. 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.

SignalPeftTrendradar
Evidence statusBasic listing· 2026-10-04 09:17 UTCNeeds recheck· 2026-09-07 09:36 UTC
GitHub stars21.4K60.8K
Weekly growth+337+3.5K
Health scoreHealthy75/100Watch58/100
Contributors3303
Commits per week10.81.3
Open issues6850
LanguagePythonPython
LicenseApache-2.0GPL-3.0
Last commit2026-07-22 14:14 UTC2026-07-17 13:54 UTC
Last releasev0.19.1N/A

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