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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

Parlant vs browser-use

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

Parlant

Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.

Best matched with other agent tools.

18.2K
Stars
+112
Weekly
57/100
Health
browser-use

Agents that use the browser.

Best matched with other agent tools.

117.1K
Stars
+12.7K
Weekly
84/100
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

browser-use has the stronger automated maintenance signal at 84/100. 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.

SignalParlantbrowser-use
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars18.2K117.1K
Weekly growth+112+12.7K
Health scoreWatch57/100Strong84/100
Contributors46334
Commits per week2.051.6
Open issues42319
LanguagePythonPython
LicenseApache-2.0MIT
Last commit2026-07-12 19:40 UTC2026-10-03 00:06 UTC
Last releasev3.3.20.13.6

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