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CLI-Anything: Make Any Software AI Agent-Ready

March 10, 2026
Category: Practical Open Source Projects
Tags:
AI Agents Claude Code open-source-cli CLI-Anything Agent-Native

CLI-Anything: Making ALL Software Agent-Native in One Command

Today's software serves humans through GUIs. Tomorrow's agents need structured CLI interfaces. Enter CLI-Anything—a revolutionary Claude Code plugin that automatically transforms any software codebase into production-ready, agent-controllable CLIs.

🎯 The Agent-Software Gap Solved

AI agents excel at reasoning but struggle with professional software. CLI-Anything bridges this gap by:

  • Direct backend integration: Calls real Blender, GIMP, LibreOffice—no toy implementations
  • Zero GUI fragility: No screenshots, no RPA, pure command-line reliability
  • Structured JSON output: Seamless agent consumption + human-readable formats
  • One-command automation: 7-phase pipeline from analysis to PyPI-ready package

🚀 5-Minute Quick Start

/plugin marketplace add HKUDS/CLI-Anything
/plugin install cli-anything
/cli-anything ./gimp
cd gimp/agent-harness && pip install -e .
cli-anything-gimp --help

That's it. You now have a fully-tested CLI for GIMP with 107 passing tests.

✅ Battle-Tested Across 9 Applications

Software Domain Tests Passed CLI Command
GIMP Image Editing 107 ✅ cli-anything-gimp
Blender 3D Modeling 208 ✅ cli-anything-blender
Inkscape Vector Graphics 202 ✅ cli-anything-inkscape
Audacity Audio Production 161 ✅ cli-anything-audacity
LibreOffice Office Suite 158 ✅ cli-anything-libreoffice
OBS Studio Live Streaming 153 ✅ cli-anything-obs-studio
Kdenlive Video Editing 155 ✅ cli-anything-kdenlive
Shotcut Video Editing 154 ✅ cli-anything-shotcut
Draw.io Diagramming 138 ✅ cli-anything-drawio

Total: 1,436 tests, 100% pass rate.

🎮 Real-World Agent Workflows

# Create professional deliverables
cli-anything-libreoffice document new -o report.json --type writer
cli-anything-libreoffice --project report.json writer add-heading -t "Q1 Report" --level 1
cli-anything-libreoffice --project report.json export render output.pdf -p pdf

# 3D product visualization
cli-anything-blender scene new --name ProductShot
cli-anything-blender[ProductShot] object add-mesh --type cube --location 0 0 1
cli-anything-blender[ProductShot] render execute --output render.png --engine CYCLES

🔧 Why CLI > GUI for Agents?

  1. Structured & Composable: Text commands chain perfectly with LLM reasoning
  2. Universal: Works across Windows/Mac/Linux without dependencies
  3. Self-Documenting: --help flags provide automatic API discovery
  4. Deterministic: Consistent JSON output eliminates parsing complexity
  5. Proven: Claude Code runs thousands of CLI workflows daily

🌐 Use Cases Across Industries

  • 🎨 Creative: GIMP, Blender, Inkscape, OBS Studio
  • 📊 Data: JupyterLab, Metabase, DBeaver
  • 💻 DevOps: Jenkins, Gitea, ArgoCD
  • 🏢 Enterprise: LibreOffice, NextCloud, Odoo
  • 📐 Diagramming: Draw.io, Mermaid, PlantUML

📦 Production-Ready Architecture

  • Authentic integration: Real software backends (bpy, GEGL, ODF, MLT)
  • Dual interaction: Stateful REPL + subcommand scripting
  • Zero-config install: pip install -e . → PATH-ready
  • Multi-layer testing: 1,011 unit + 425 E2E tests
  • Agent-first design: --json flag on every command

🚀 Get Started Today

git clone https://github.com/HKUDS/CLI-Anything.git
/plugin marketplace add HKUDS/CLI-Anything
/plugin install cli-anything
/cli-anything <your-software-path>

Transform any codebase into agent-native tools. No APIs needed. No GUI hacking. Just structured CLI power.

⭐ Star CLI-Anything on GitHub and join the agent-native future!

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