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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

Outlines vs ollama

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

Outlines

Structured Outputs

Best matched with other inference tools.

15.5K
Stars
+1.7K
Weekly
70/100
Health
ollama

Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

Best matched with other inference tools.

182.2K
Stars
+450
Weekly
88/100
Health

Quick Take

Adoption

ollama has the larger GitHub footprint with 182.2K stars.

Momentum

Outlines is currently growing faster at +1.7K stars this week.

Maintenance

ollama 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.

SignalOutlinesollama
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars15.5K182.2K
Weekly growth+1.7K+450
Health scoreHealthy70/100Strong88/100
Contributors185600
Commits per week6.224.5
Open issues1333.2K
LanguagePythonGo
LicenseApache-2.0MIT
Last commit2026-08-03 04:05 UTC2026-10-04 05:57 UTC
Last release1.3.2v0.23.2

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