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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

Decepticon vs langchain

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

Decepticon

Autonomous Hacking Agent for Red Team

Best matched with other agent tools.

5.7K
Stars
+2.0K
Weekly
80/100
Health
langchain

The agent engineering platform.

Best matched with other agent tools.

147.4K
Stars
+599
Weekly
84/100
Health

Quick Take

Adoption

langchain has the larger GitHub footprint with 147.4K stars.

Momentum

Decepticon is currently growing faster at +2.0K stars this week.

Maintenance

langchain has the stronger automated maintenance signal at 84/100. 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.

SignalDecepticonlangchain
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars5.7K147.4K
Weekly growth+2.0K+599
Health scoreStrong80/100Strong84/100
Contributors183.7K
Commits per week9.850.5
Open issues1569
LanguagePythonPython
LicenseApache-2.0MIT
Last commit2026-10-04 09:12 UTC2026-10-03 08:31 UTC
Last releasev1.2.2langchain-core==1.4.0

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