Ross ROSS = Recommend OSS · open-source software intelligence for agents

HKUDS/CLI-Anything

"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/ observed · 2026-08-28

github.com/HKUDS/CLI-Anything · homepage · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

74/100

  • Activity 98
  • Release rhythm 78
  • Longevity 12

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 43.0
  • age_days: 178
  • days_rel: 69
  • days_push: 12
  • n_releases_24m: 3

Full methodology

Adoption not part of the score

48308 stars · 4489 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

CLI-Anything is a Python framework and registry (CLI-Hub) for generating and distributing agent-native command-line interfaces for arbitrary software, APIs, and GUI applications. It lets AI agents discover, install, and operate CLIs with JSON output, documented exit codes, and SKILL.md meta-skill integration.

Use cases

  • let an AI agent control desktop apps like Blender or FreeCAD from the terminal
  • install agent-friendly CLIs for SaaS APIs with one command
  • give Claude Code or Codex a skill to autonomously find and install CLIs
  • build a CLI harness for software that only has a GUI
  • chain multi-tool workflows via a capability-based workflow matrix
  • script automation tasks with machine-readable JSON output and exit codes

When to choose

  • you want AI agents to operate software that lacks a CLI or API
  • you need a curated registry of agent-ready command-line tools
  • you're building agent skills that require machine-readable CLI output
  • you want to expose GUI-only applications to automation and LLM agents

When to avoid

  • you need a polished GUI or human-first interface rather than CLI tooling
  • your target software already has a mature CLI or SDK you can use directly
  • you need a lightweight single-purpose tool rather than a framework and registry
  • you're not working with Python 3.10+ environments

Facets

framework · maturity active

cli agent-framework developer-tools workflow-automation developer-tools artificial-intelligence python cli cross-platform windows agent-native-cli cli-hub cli-registry skill-md ai-agents gui-to-cli -output hkuds command-line automation linux macos

3 sources

Member repositories

RepositoryRoleHealth v2
HKUDS/CLI-Anythingmain74

For agents

markdown · JSON · MCP: product_card(name="HKUDS/CLI-Anything")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem