Zero trial-and-error.
Every tool, ready to run.

clihub gives AI agents proven commands — not just tool names. Skip the guesswork. Go straight to success.

Proven commands, not guesses

Every tool comes with battle-tested command patterns — success rates, common failure fixes, and fallbacks included.

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Search by task, not tool name

“Convert PDF to image” returns the right tool and the exact command to run. No extra lookup needed.

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Gets smarter over time

Usage patterns from real agents continuously improve command quality. The more it's used, the better it gets.