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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 Milvus

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
Milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Best matched with other inference tools.

45.3K
Stars
+1.1K
Weekly
92/100
Health

Quick Take

Adoption

Milvus has the larger GitHub footprint with 45.3K stars.

Momentum

Milvus is currently growing faster at +1.1K stars this week.

Maintenance

Milvus has the stronger automated maintenance signal at 92/100. 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 AgiMilvus
Evidence statusNeeds recheck· 2026-09-07 09:36 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars1.8K45.3K
Weekly growth0+1.1K
Health scoreHealthy69/100Strong92/100
Contributors65364
Commits per week212.450.0
Open issues7461.1K
LanguagePythonGo
LicenseApache-2.0Apache-2.0
Last commit2026-08-23 00:43 UTC2026-07-22 14:52 UTC
Last releasev1.29.0v2.6.20

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