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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

Unstract vs Trigger.dev

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

Unstract

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Best matched with other platform tools.

7.1K
Stars
+431
Weekly
71/100
Health
Trigger.dev

Trigger.dev – build and deploy fully‑managed AI agents and workflows

Best matched with other platform tools.

15.9K
Stars
+986
Weekly
83/100
Health

Quick Take

Adoption

Trigger.dev has the larger GitHub footprint with 15.9K stars.

Momentum

Trigger.dev is currently growing faster at +986 stars this week.

Maintenance

Trigger.dev has the stronger automated maintenance signal at 83/100. 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.

SignalUnstractTrigger.dev
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars7.1K15.9K
Weekly growth+431+986
Health scoreHealthy71/100Strong83/100
Contributors30141
Commits per week10.242.5
Open issues94416
LanguagePythonTypeScript
LicenseAGPL-3.0Apache-2.0
Last commit2026-08-17 03:15 UTC2026-08-03 07:39 UTC
Last releasev0.185.0v4.5.9

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