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CLI-Anything now provides agent-ready CLIs across 100+ software systems and 35…

Brief

CLI-Anything, released March 2026, delivers agent-ready CLIs across 100+ systems and 35 categories and reports CLI-Hub has handled 725.5K calls (649.9K agent, 75.6K human). The project aims to build a fully automated closed-loop: generate, exercise, test, diagnose, repair, verify and only publish CLIs that meet measurable quality and robustness standards.

Why it matters

CLI-Anything now provides agent-ready CLIs across 100+ software systems and 35 categories, enabling agents to operate real-world software at scale.

Key details

  • CLI-Hub has processed 725.5K CLI calls (649.9K agent-initiated vs 75.6K human-initiated), with agents generating nearly 90% of traffic—over 8× the human volume.
  • Roadmap emphasizes a closed-loop pipeline (Generate → Use → Test → Diagnose → Repair → Verify → Publish) to automate test-driven generation, self-repair, automated quality verification, and clear trust signals before publishing CLIs.
Source evidence

CLI-Anything now delivers agent-ready CLIs across 100+ Software Systems and 35 Categories, powering computer use agents at scale.

As one of the world's largest agent-native software platforms, CLI-Hub has officially crossed 725.5K CLI calls processed.
- 🤖 649.9K agent-initiated calls
- 👤 75.6K human-initiated calls

Nearly 90% of all calls come directly from agents—over 8× the human volume.
This is an important signal: CLIs are no longer just tools for human developers. They are becoming a native interface through which agents operate real-world software and complete real work.

A huge thank-you to the open-source community for making this possible.

Since CLI-Anything was released this March, the software ecosystem has evolved rapidly. More developers are joining the effort to build agent-native computer use—turning real-world software into structured interfaces that agents can understand, operate, and compose.

But generating a CLI is only the beginning.

The harder challenge is verification:
- Does it operate the software correctly?
- Can it complete real, multi-step workflows?
- Are its outputs structured and reliable?
- Can it recover from errors?
- Can agents trust it across environments?

Answering these questions still requires extensive testing: letting agents repeatedly use real software through the CLI, identify broken behaviors, and repair the implementation.

The next stage of CLI-Anything is to make this process increasingly fully automated:
Generate → Use → Test → Diagnose → Repair → Verify → Publish

We’re working toward a closed-loop system that can automatically generate agent-native CLIs, test them against real workflows, repair failures, and publish them only after they meet measurable quality standards.

  • 🧪 Broader workflow coverage
  • ✅ Automated quality verification
  • 🔄 Test-driven generation and self-repair
  • 🛡️ Stronger robustness and recovery
  • 📊 Clear trust signals for every CLI

The goal isn’t simply to generate more CLIs. It’s to build a fully automated and verifiable interface layer between AI agents and the world’s software.

100+ agent-native software systems—and this is only the beginning. Thank you to everyone building with us. 🚀

Explore CLI-Anything:
🔗 GitHub: github.com/HKUDS/CLI-Anythin…
📄 Technical Report: arxiv.org/abs/2606.03854
🧰 CLI-Hub: clianything.cc/