The Best Tools to Run Multiple Coding Agents in 2026
Conductor, Crystal, Claude Squad, Vibe Kanban, AgentsRoom: an honest comparison of the best tools to run multiple coding agents in parallel in 2026.
You ran two agents at once and it felt like a superpower. Then you tried six.
Now you've got a dozen terminal tabs. Two of them are waiting on a question you never saw, one crashed twenty minutes ago, and you just re-ran a task that was already done. The agents aren't the problem. Keeping track of them is.
A whole category of tools showed up to fix that. They run, isolate, and watch multiple coding agents so you don't drown in panes. They don't all solve the same piece of it, and a couple of the popular ones died this year. Here's the honest map.
The quick answer
You live in the terminal and want zero GUI: Claude Squad.
You want a Mac desktop app with clean diff review: Conductor.
You think in tasks and want a kanban board: Vibe Kanban (just know Bloop shut it down, so it's community-run now).
You want each agent sealed in its own container: Sculptor.
Your real problem is steering agents from your phone: Omnara, or AgentsRoom if you also want a full desktop cockpit and more than Claude and Codex.
You run several providers across several projects and keep losing the thread: AgentsRoom.
Now the details, because the gaps between these are bigger than the marketing makes them look.
What "running multiple agents" actually means
Two agents in the same folder will overwrite each other. One edits package.json, the other does too, and thirty seconds later you have a merge nobody can untangle. So every serious tool isolates the agents. The difference is how.
Git worktrees. Each agent gets its own checkout of the repo, on its own branch, in its own folder. Cheap, fast, native to git. Conductor, Crystal, Claude Squad, and Vibe Kanban all do this. The catch: worktrees share your machine and your environment, so a runaway npm install or a rogue migration still touches the real thing.
Containers. Each agent runs in its own Docker box. Heavier to set up, but a mistake stays in the sandbox. Sculptor went this way on purpose.
Cloud VMs. The agent runs on someone else's machine entirely, clones your repo, opens a pull request. You don't tie up your laptop, but you wait on a remote box and you pay for it. Cursor's cloud agents and the now-dead Terragon sit here.
Pick your isolation first. It decides almost everything else about how the tool feels.
Claude Squad: the terminal native
Claude Squad is an open-source TUI written in Go. You stay in your terminal, it manages a tmux session and a git worktree per agent, and you tab between them. It runs Claude Code, Codex, Gemini, Aider, and most CLI agents, because it just wraps whatever command you hand it.
It's free, it's actively maintained, and developers who already think in tmux love it.
The price of that: it's a terminal and nothing else. macOS and Linux only, you need tmux and the gh CLI installed, and there's no glanceable overview, no phone, no plain-language status. If reading raw agent output all day sounds fine, it's great. If it sounds like a chore, keep reading.
Conductor: the Mac desktop pick
Conductor (by Melty Labs) is a native macOS app that spins up parallel agents, each in its own worktree, with a real diff review panel. It supports Claude Code, Codex, Cursor, and recently OpenCode. The app is free, you bring your own provider login. It ships fast and the review flow is genuinely nice.
Two honest limits. It's macOS only, and Apple Silicon specifically, so Windows and Linux are out. And it stops at the single-project, here-and-now task: no multi-project management, no roles, no phone. We put the full breakdown on our Conductor comparison page if you want the side by side.
Crystal and Vibe Kanban: handle with care
Two names you'll see in every listicle, both with an asterisk now.
Crystal (by Stravu) was a tidy MIT-licensed Electron app for parallel Claude Code and Codex sessions. It got deprecated in February 2026 and now points users to a paid closed-source successor, Nimbalyst. The old one still runs, it just isn't going anywhere.
Vibe Kanban (by Bloop) is the canonical "kanban board for agents": drag a card to In Progress, an agent picks it up on its own branch. Broad agent support, Apache-licensed, big following. Then Bloop announced its shutdown in April 2026. The code is open and community-maintained now, the hosted cloud is being switched off, and the future pace depends on volunteers.
Neither is a bad tool. Both are a reminder that this category churns hard, so weigh who's behind a thing before you build a workflow on it.
Sculptor: isolation that actually isolates
Sculptor (by Imbue) runs each agent in its own Docker container instead of a worktree, then syncs the work back into your local repo when you want to test it. It's MIT-licensed, free in beta, Claude Code first with Codex support added.
If you've ever watched an agent run a command you didn't expect and felt your stomach drop, the container model is the answer. The trade: macOS (Apple Silicon) and Linux only for now, desktop only, and you're carrying Docker.
Omnara and Cursor: the phone-first options
Most of these tools assume you're sitting at a desk. Two don't.
Omnara is built mobile-first. Native iOS and Android apps, you launch agents, watch them, answer their questions, and approve changes from your phone, with a voice mode on top. It wraps your existing Claude Code or Codex rather than isolating anything itself, so think of it as a remote control, not a runner. Free tier, $9/month for unlimited.
Cursor's cloud agents run on Cursor's VMs and you steer them from the web, an iOS app, or Slack. Powerful if you already live in Cursor, but it's Cursor's own agent stack and it's metered: a long task can run you several dollars, and you need at least the $20/month Pro plan.
Both prove the phone is a real workflow now, not a gimmick. Neither gives you a desktop command center to go with it.
AgentsRoom: the visual command center, on desk and phone
Full disclosure: this is us. So here's the honest version of where AgentsRoom fits, and where it doesn't.
AgentsRoom isn't a better terminal or a better worktree manager. It's the layer above them. Every agent gets a tile with a role, a live status dot, its project, its terminal, and its notifications. One waiting on your reply turns red and pings you. You stop scrolling the wrong pane and start reading a board, across as many projects as you're juggling.
Three things set it apart from the list above, and they're the three things the terminal-first tools skip.
It runs seven providers, not two: Claude, Codex, Gemini CLI, OpenCode, Aider, Grok Build, and Mistral Vibe. You can switch one agent's provider mid-conversation and keep the context. Most of the field is Claude plus maybe Codex.
It has a real mobile companion, not just monitoring. Start an agent, open a terminal, dictate a prompt, talk to it by voice, all from your phone, synced to your desktop over an end-to-end encrypted relay. Omnara does mobile well but has no desktop cockpit. Conductor and Sculptor have the desktop but no phone.
It's built for people who don't want to live in raw logs: color-coded roles, per-project counters, plain status, and agent teams that hand work from a dev agent to a QA agent. A solo founder or a small shop can supervise eight agents without parsing a single terminal dump.
The agents still run locally as real CLI processes, you bring your own key, and there's no token markup. It's free for up to 3 projects with unlimited agents, $9.99/month for unlimited projects. Mac, Windows, and Linux, plus iOS and Android.
The comparison, side by side
| Tool | Platform | Isolation | Agents | Mobile | Open source |
|---|---|---|---|---|---|
| Claude Squad | macOS, Linux | tmux + worktree | Many CLIs | No | Yes (AGPL) |
| Conductor | macOS only | Git worktree | Claude, Codex, Cursor, OpenCode | No | No |
| Crystal | Desktop (deprecated) | Git worktree | Claude, Codex | No | Yes (MIT) |
| Vibe Kanban | Local web UI | Git worktree | Many CLIs | No | Yes (Apache) |
| Sculptor | macOS, Linux | Container | Claude, Codex | No | Yes (MIT) |
| Omnara | iOS, Android, web | Wraps your agent | Claude, Codex, more | Yes, full | Partly |
| Cursor cloud | Desktop, web, mobile | Cloud VM | Cursor's stack | Yes | No |
| AgentsRoom | Mac, Win, Linux, mobile | Local, per agent | 7 providers | Yes, full | No |
No tool wins every column. The terminal ones win on being a terminal. The container one wins on safety. The phone-first ones win on the commute. The command center wins on oversight across providers and projects.
How to choose
Be honest about your actual problem.
If you run one or two agents on one repo and you like the terminal, you don't need any of this. Claude Squad, or plain git worktrees, and you're done.
If you're on a Mac, work one project at a time, and want a clean diff review, Conductor is the smoothest desktop option.
If untrusted code scares you, Sculptor's containers are worth the Docker tax.
If you mostly need to check on agents while you're away from the desk, Omnara is the lightest phone-first answer.
If you run several agents, across several projects, on more than one provider, and you keep losing track of which one needs you, that's the AgentsRoom case, and it's the only one here that follows you from the desktop onto your phone.
The number of agents was never the hard part. Knowing which one needs you, right now, always was. Solve that and the rest gets easy. Try AgentsRoom on your own fleet and see the board for yourself.
FAQ
How many coding agents can I realistically run at once? Most people top out between three and eight on the same machine. Past that, your review becomes the bottleneck, not the agents. The real limit is your attention, which is exactly why a glanceable overview matters more than raw parallelism.
Can I run and control coding agents from my phone? Yes. Omnara and AgentsRoom both give you real phone control: launch agents, answer their prompts, review changes. Cursor lets you steer its cloud agents from mobile too. Most desktop-only tools like Conductor and Sculptor don't.
What's the best Claude Squad alternative with a GUI? If you want a visual app instead of a terminal, look at Conductor (Mac, single project) or AgentsRoom (cross-platform, multi-project, multi-provider, plus mobile). Both replace the wall of tmux panes with something you can actually read.
Do these tools support more than Claude Code? It varies a lot. Claude Squad and Vibe Kanban wrap many CLIs, Conductor adds Codex and Cursor, and AgentsRoom runs seven providers with mid-conversation switching. Crystal and Sculptor lean toward Claude and Codex.
Is Vibe Kanban still safe to use after Bloop shut down? The code is open source and still works, but it's community-maintained now and the hosted cloud is going away. Fine for a personal setup, riskier as the backbone of a team workflow.
Download AgentsRoom
Run your AI agents (Claude, Codex, OpenCode, Gemini CLI, Aider) on all your projects, from a single window.
Companion app: monitor your agents on the go
Bring your own: Claude, Codex, Gemini CLI, or other AI provider.
Push bugs and requests straight to your public backlog.
A glimpse of AgentsRoom in action.