Multi CLI Studio is a Tauri desktop workspace designed to provide flexibility for developers who work with multiple AI coding CLIs or model vendors. Instead of relying on a single tool or vendor, Multi CLI Studio offers a unified local surface for managing Codex, Claude, Gemini, and other AI workflows.
Key Features:
Support for Codex, Claude, and Gemini CLI workflows
Provider-based model chat integration for OpenAI-compatible, Claude, and Gemini
Local automation jobs and workflow orchestration
Shared state across terminal, chat, and automation
Persistent sessions, execution history, and streaming output
Audience & Benefit:
Ideal for developers and professionals who work with multiple AI tools or models. It allows users to maintain project context while switching between different AI execution styles, compare outputs across agents, and turn repeated tasks into local automation. The software is particularly beneficial for those seeking flexibility and cross-CLI orchestration without vendor lock-in.
The repo already includes a desktop release workflow:
.github/workflows/release-desktop.yml
It synchronizes version metadata, builds the Tauri desktop bundle, and uploads the macOS DMGs, Windows installer, and latest.json update feed to GitHub Releases.
The current distribution flow is intentionally low-cost:
It does not rely on Apple Developer ID or notarization.
macOS builds use ad-hoc signing, so first launch may require manually allowing the app in Privacy & Security.
In-app updates still require a real Tauri updater keypair: put the public key in src-tauri/tauri.conf.json and configure the private key in GitHub Actions secrets.
Finally,Thanks to everyone on LinuxDo for their support! Welcome to join https://linux.do/ for all kinds of technical exchanges, cutting-edge AI information, and AI experience sharing, all on Linuxdo!