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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

Promptfoo vs ponytail

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

Promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

Best matched with other agent tools.

23.5K
Stars
+2.3K
Weekly
90/100
Health
ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Best matched with other agent tools.

154.0K
Stars
+2.3K
Weekly
84/100
Health

Quick Take

Adoption

ponytail has the larger GitHub footprint with 154.0K stars.

Momentum

Promptfoo is currently growing faster at +2.3K stars this week.

Maintenance

Promptfoo 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.

SignalPromptfooponytail
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars23.5K154.0K
Weekly growth+2.3K+2.3K
Health scoreStrong90/100Strong84/100
Contributors32062
Commits per week74.715.8
Open issues437105
LanguageTypeScriptJavaScript
LicenseMITMIT
Last commit2026-07-22 17:02 UTC2026-10-03 05:12 UTC
Last release0.121.19v4.8.4

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