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Many agents get stuck when encountering professional software; the problem often lies in their inability to access the true tools.
HKUDS/CLI-Anything is a very ambitious project; it aims to turn existing software directly into agent-native CLI commands, no longer relying on fragile UI automation.
The README is very straightforward: no screenshots, no clicks, no RPA brittle workflows—just structured commands and JSON output.
Even more impressively, it lists integration methods like Codex, OpenClaw, Goose, and emphasizes that it has already tested with 18 types of applications and over 2,280 tests for verification.
GitHub currently has 38,505 stars, and it gained 930 stars today.
If you're thinking, “Why do agents always get stuck at the real software layer,” this repository is worth a serious look; it may not be fully mature to cover everything right away, but the direction is very clear.
Repository link: