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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

Shadowbroker vs ragflow

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

Shadowbroker

Open-source intelligence for the global theater. Track everything from the corporate/private jets of the wealthy, and spy satellites, to seismic events in one unified interface. Hook an AI agent up to have it parse through data and find previously unseen correlations. The knowledge is available to all but rarely aggregated in the open, until now.

Best matched with other agent tools.

10.9K
Stars
+4.7K
Weekly
89/100
Health
ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Best matched with other agent tools.

91.7K
Stars
+5.4K
Weekly
95/100
Health

Quick Take

Adoption

ragflow has the larger GitHub footprint with 91.7K stars.

Momentum

ragflow is currently growing faster at +5.4K stars this week.

Maintenance

ragflow has the stronger automated maintenance signal at 95/100. 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.

SignalShadowbrokerragflow
Evidence statusNeeds recheck· 2026-09-07 09:36 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars10.9K91.7K
Weekly growth+4.7K+5.4K
Health scoreStrong89/100Strong95/100
Contributors31681
Commits per week13.8133.2
Open issues02.1K
LanguagePythonGo
LicenseAGPL-3.0Apache-2.0
Last commit2026-08-24 02:14 UTC2026-10-04 04:08 UTC
Last releasev0.9.84v0.26.4

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