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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

Future Agi vs Llmfit

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

Future Agi

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

Best matched with other inference tools.

1.8K
Stars
0
Weekly
69/100
Health
Llmfit

Hundreds of models & providers. One command to find what runs on your hardware.

Best matched with other inference tools.

30.4K
Stars
+4.6K
Weekly
90/100
Health

Quick Take

Adoption

Llmfit has the larger GitHub footprint with 30.4K stars.

Momentum

Llmfit is currently growing faster at +4.6K stars this week.

Maintenance

Llmfit has the stronger automated maintenance signal at 90/100. 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.

SignalFuture AgiLlmfit
Evidence statusNeeds recheck· 2026-09-07 09:36 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars1.8K30.4K
Weekly growth0+4.6K
Health scoreHealthy69/100Strong90/100
Contributors6582
Commits per week212.434.7
Open issues74651
LanguagePythonRust
LicenseApache-2.0MIT
Last commit2026-08-23 00:43 UTC2026-07-22 05:50 UTC
Last releasev1.29.0v1.1.6

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