Best AI Coding Agent Orchestrators in 2026: Honest Comparison

Conductor is the polished Mac option, Foxpit is the desktop orchestrator that also runs on Windows and Linux, and Claude Squad is the open-source terminal choice. If you want a kanban-style board, Vibe Kanban is an option but is sunsetting, and Crystal is deprecated in favour of Nimbalyst.

How we compared

These tools all sit between you and the coding agents you already use, but they make different trade-offs. We compared them on eight things: the interface (desktop, terminal or browser), the operating systems they run on, the agents they support, how they isolate work with Git worktrees, whether agents share one project memory, whether a lead agent splits the work, price and licence, and maintenance status.

The facts below come from each product's official pages: its site, documentation, GitHub README and release notes. We checked them on 23 October 2026. Where a page does not say something, this guide says "not stated" rather than filling the gap with a guess. Foxpit facts come from its own documentation.

At a glance

The five orchestrators in detail

Conductor

Conductor is a desktop app for Mac that runs parallel Claude Code, Codex and Cursor agents in isolated workspaces; the docs also list OpenCode. Each task gets its own workspace with a branch, files, a terminal, a diff and a review path, and the app helps you review the diff, open a pull request, merge and archive the workspace. Its site describes the product as "Run parallel coding agents on your Mac". The pages we checked do not say whether it uses Git worktrees, and they do not list Windows or Linux builds. Pricing is Free at $0, Pro at $50/mo, Teams at $60/mo/user and Enterprise as custom; the product is closed source and the home page points at version 0.91.0.

Best for: Mac users who want a polished desktop app with a single diff-to-pull-request review flow. Compare it in our Conductor alternative guide.

How Foxpit runs a team

Foxpit is a desktop app for Windows, macOS and Linux. Each project becomes a room in a 3D office with its own team, and every seat can run a different agent and model, so Fox can sit on Claude Code while a teammate runs Codex and another runs OpenCode. The terminal grid shows up to four real agent terminals side by side, each marked active, waiting or done. A lead agent ("Fox") plans the work, splits it into task cards and hands parts to teammates, all agents share one project memory, and optional per-agent Git worktrees keep parallel work from overwriting itself. It uses your own subscriptions or API keys, and there is a 3-day free trial with every feature and no card.

Best for: developers on Windows or Linux, or anyone who wants several agents, projects and sessions to share one memory and one lead agent.

Claude Squad

Claude Squad is a terminal app that manages multiple Claude Code, Codex, Gemini and other local agents, including Aider, in separate workspaces. It uses Git worktrees so each session works on its own branch, and it can complete tasks in the background, including an auto-accept mode. Everything happens in one terminal window: the README describes a simple TUI for navigating instances and tasks, and reviewing changes before you apply or push them. Its install paths are Homebrew and a bash install script, with tmux and gh as prerequisites; the pages we checked do not list supported operating systems. It is AGPL-3.0 open source, and the latest release we saw is v1.0.20.

Best for: terminal-first developers who already live in tmux and want a free, open-source tool with no desktop app. See our Claude Squad alternative guide.

Vibe Kanban

Vibe Kanban plans work as kanban issues and then creates workspaces where coding agents execute them. It supports more than ten agents, among them Claude Code, Codex, Gemini CLI, GitHub Copilot, Amp, Cursor, OpenCode, Droid, CCR and Qwen Code, and it automates creating Git worktrees and running setup scripts. You can review diffs and leave inline comments without leaving the UI, and there is a built-in browser with devtools for previewing your app. It opens as a local web UI through npx vibe-kanban, and desktop installers exist for Windows, macOS and Linux. It is Apache-2.0 open source. The catch is maintenance: the README says the project is sunsetting, the company behind it is shutting down, and it will continue as a community-maintained open-source project.

Best for: teams who like planning on a kanban board and are comfortable with a community-maintained project. Read our Vibe Kanban alternative guide.

Crystal

Crystal is a desktop app for running multiple Claude Code and Codex sessions in parallel Git worktrees, with a panel-based workspace that can hold several agent and terminal panels in one session. It has a "merge and archive" action that merges changes and archives the session in one step, and it can open Nimbalyst directly with worktree filters. It has builds for macOS, Windows and Linux and is MIT licensed. The important caveat is status: the repository says Crystal has been deprecated and replaced by Nimbalyst as of February 2026, and that it will not be updated in the future. The last release we saw is v0.3.5 from 26 February 2026.

Best for: existing Crystal users, or anyone who wants an MIT-licensed desktop app and accepts that it will not receive updates. See our Crystal alternative guide.

How to choose

• Check your operating system first. A tool that does not run on your machine has no features worth comparing. Foxpit covers Windows, macOS and Linux; Vibe Kanban and Crystal list all three but are sunsetting or deprecated; Conductor describes itself as a Mac app.
• Decide between a terminal and a desktop app. Claude Squad is a TUI and expects tmux; the others give you a window with diffs, task lists or a board. Pick the one that matches where you already work.
• Single agent or a mixed team? If you only run Claude Code, a simple worktree runner is enough. If you want Claude Code, Codex and OpenCode on the same project, check that each seat can run a different agent and model.
• Is open source a requirement? Claude Squad (AGPL-3.0), Vibe Kanban (Apache-2.0) and Crystal (MIT) are open source. Conductor is closed source, and Foxpit is a commercial desktop app.
• Look at maintenance status before you commit. Vibe Kanban is sunsetting and Crystal is deprecated, so treat them as tools you may have to maintain or replace yourself. Conductor, Claude Squad and Foxpit are active.

For the wider pattern behind these tools, read what an AI coding agent orchestrator does, and for the full field see Alternatives.

Frequently asked questions