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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

Aidea vs LLMs-from-scratch

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

Aidea

An APP that integrates mainstream large language models and image generation models, built with Flutter, with fully open-source code.

Best matched with other interface tools.

6.9K
Stars
+3
Weekly
29/100
Health
LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Best matched with other interface tools.

106.0K
Stars
+6.6K
Weekly
67/100
Health

Quick Take

Adoption

LLMs-from-scratch has the larger GitHub footprint with 106.0K stars.

Momentum

LLMs-from-scratch is currently growing faster at +6.6K stars this week.

Maintenance

LLMs-from-scratch has the stronger automated maintenance signal at 67/100. 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.

SignalAideaLLMs-from-scratch
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars6.9K106.0K
Weekly growth+3+6.6K
Health scoreCaution29/100Healthy67/100
Contributors867
Commits per week0.00.8
Open issues234
LanguageDartJupyter Notebook
LicenseMITNOASSERTION
Last commit2026-03-04 15:28 UTC2026-10-02 14:55 UTC
Last release2.0.0N/A

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