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hkuds/cli-anything

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TLDR

A framework that wraps existing software applications with command-line interfaces so AI agents can control them automatically instead of through graphical menus.

Mindmap

mindmap
  root((CLI-Anything))
    What it does
      Wraps applications
      Creates CLI harnesses
      Enables AI control
    How it works
      Translates CLI args
      Returns structured output
      Live preview feedback
    Use cases
      Blender automation
      Video editing agents
      CAD tool control
      GIS software agents
    Tech stack
      Python 3.10+
      Click framework
      pytest testing
    Audience
      AI agent builders
      Autonomous systems
      Developer tools

Things people build with this

USE CASE 1

Build AI agents that automate Blender, Godot, or Inkscape by sending structured commands instead of simulating mouse clicks.

USE CASE 2

Create autonomous pipelines where Claude or Cursor agents iteratively build 3D scenes or edit videos by seeing live previews and adjusting.

USE CASE 3

Wrap proprietary CAD or GIS software so custom AI systems can control them without reverse-engineering their interfaces.

USE CASE 4

Distribute reusable application harnesses through CLI-Hub so other developers can instantly add AI control to their favorite tools.

Tech stack

PythonClickpytest

Getting it running

Difficulty · easy Time to first run · 5min
Use freely for any purpose including commercial. Keep the notice and disclose changes to the patent grant.

In plain English

CLI-Anything is a framework for wrapping existing software applications so that AI agents can control them through structured command-line interfaces. The core problem it solves is that most software in the world was designed to be operated by humans through graphical menus and buttons, not by automated AI agents that need predictable, machine-readable inputs and outputs. CLI-Anything provides a way to create a thin command-line "harness" around any application, from video editors to CAD tools to GIS software, that an AI agent can call just like any other command. The project works by providing a toolkit to build these harnesses, along with a community hub (CLI-Hub) where pre-built harnesses for dozens of popular applications can be browsed and installed with a single command. Each harness translates structured CLI arguments into whatever the underlying application needs to do, and returns results in a predictable format that agents can read. The framework supports live previews and feedback loops, allowing agents to see the output of their actions and adjust iteratively, for example, building a 3D scene step by step. Someone would use this when building AI agent systems that need to interact with real software like Blender, Godot, Inkscape, Obsidian, or similar tools. It is particularly relevant for developers building autonomous agent pipelines using frameworks like Claude Code, Cursor, or custom orchestration systems. The tech stack is Python 3.10 or higher, with the Click library used to build the CLI interfaces, and pytest for testing. Harnesses are distributed via the cli-anything-hub PyPI package.

Copy-paste prompts

Prompt 1
How do I create a CLI harness for Blender using CLI-Anything so an AI agent can generate 3D models?
Prompt 2
Show me how to build a harness that lets an AI agent control Inkscape and return preview images after each edit.
Prompt 3
How do I install and use a pre-built harness from CLI-Hub for a tool like Obsidian?
Prompt 4
What's the pattern for translating CLI arguments into function calls inside my application harness?
Prompt 5
How do I set up live feedback loops so an AI agent can see the output of its actions and iterate?
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Generated 2026-05-18 · Model: sonnet-4-6 · Verify against the repo before relying on details.