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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

Prompt Engineering vs AutoGPT

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

Prompt Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

Best matched with other agent tools.

7.8K
Stars
+306
Weekly
57/100
Health
AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Best matched with other agent tools.

187.6K
Stars
+174
Weekly
88/100
Health

Quick Take

Adoption

AutoGPT has the larger GitHub footprint with 187.6K stars.

Momentum

Prompt Engineering is currently growing faster at +306 stars this week.

Maintenance

AutoGPT has the stronger automated maintenance signal at 88/100. 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.

SignalPrompt EngineeringAutoGPT
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars7.8K187.6K
Weekly growth+306+174
Health scoreWatch57/100Strong88/100
Contributors6816
Commits per week2.249.8
Open issues4391
LanguageJupyter NotebookPython
LicenseNOASSERTIONNOASSERTION
Last commit2026-07-31 21:07 UTC2026-10-04 01:21 UTC
Last releaseN/Aautogpt-platform-beta-v0.6.59

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