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The Discovery Problem: Why Finding a Good AI Agent Is Harder Than It Should Be

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Blue Waves

More agents than ever, and it’s never been harder to find a good one. Here’s the fix.

There have never been more AI agents, and it has never been harder to find a good one. The discovery problem is real.

Noise over signal

Marketplaces reward launches, not longevity. The loudest agents aren’t the best, and genuinely great tools get buried under a feed of look-alikes.

What a directory should do

Good discovery is curation: hands-on picks, honest categories, and clear use cases. That’s the gap we’re building this directory to close — for agents, not just hype.

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