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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

browser-use vs Deer Flow

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

browser-use

Agents that use the browser.

Best matched with other agent tools.

117.1K
Stars
+12.7K
Weekly
84/100
Health
Deer Flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Best matched with other agent tools.

77.6K
Stars
+10.7K
Weekly
90/100
Health

Quick Take

Adoption

browser-use has the larger GitHub footprint with 117.1K stars.

Momentum

browser-use is currently growing faster at +12.7K stars this week.

Maintenance

Deer Flow 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.

Signalbrowser-useDeer Flow
Evidence statusVerified snapshot· 2026-10-04 09:19 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars117.1K77.6K
Weekly growth+12.7K+10.7K
Health scoreStrong84/100Strong90/100
Contributors334324
Commits per week51.660.8
Open issues319973
LanguagePythonPython
LicenseMITMIT
Last commit2026-10-03 00:06 UTC2026-07-22 13:31 UTC
Last release0.13.6v2.0.0

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