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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

Trendradar vs Mempalace

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

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
Mempalace

The best-benchmarked open-source AI memory system. And it's free.

Best matched with other inference tools.

57.6K
Stars
+5.6K
Weekly
95/100
Health

Quick Take

Adoption

Trendradar has the larger GitHub footprint with 60.8K stars.

Momentum

Mempalace is currently growing faster at +5.6K stars this week.

Maintenance

Mempalace 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.

SignalTrendradarMempalace
Evidence statusNeeds recheck· 2026-09-07 09:36 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars60.8K57.6K
Weekly growth+3.5K+5.6K
Health scoreWatch58/100Strong95/100
Contributors3124
Commits per week1.376.2
Open issues50641
LanguagePythonPython
LicenseGPL-3.0MIT
Last commit2026-07-17 13:54 UTC2026-07-22 03:57 UTC
Last releaseN/Av3.6.0

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