Mco
Browser-based orchestration for multiple CLI agents — local, free, open-source.
Hive is the only open-source orchestrator that lets you mix Claude Code, Codex, Gemini, and others in a single local session. Powerful for multi-agent workflows but demands familiarity with CLI agents. Not for newcomers.
Verified 6d ago · liveness 72/100 · cite: rightaichoice.com/tools/mco
- Developers using multiple AI coding assistants
- Teams wanting cross-model code review
- Automated test-fix pipeline enthusiasts
- Local-first, data-stays-on-device users
- Single AI tool users
- Those wanting one model to do everything
- Newcomers unfamiliar with CLI agents
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Skip Hive if you're not comfortable installing and configuring multiple CLI agents (Claude Code, Codex, etc.) yourself, or if you want a single AI tool that does everything out of the box.
No hidden costs: Hive is free and open-source under BSL 1.1; however, you'll need to pay for the underlying CLI agents' API usage (e.g., Claude, OpenAI, Gemini) separately.
Hive is free for all users, making it ideal for individual developers and small teams who already have CLI agents and want to orchestrate them without additional cost. It's cheaper than commercial orchestration platforms like LangSmith or HumanLayer, but those offer managed infrastructure and support, which Hive lacks.
In short
Mco — Browser-based orchestration for multiple CLI agents — local, free, open-source. Best for Developers using multiple AI coding assistants, Teams wanting cross-model code review, Automated test-fix pipeline enthusiasts. Free to use.
What's new in Mco
Checked 8 days agoAcross the latest 1 update: 1 launch.
What people actually say about Mco — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
59 mentions across 3 sources (Hacker News, App Store, Lemmy) · researched Jul 3, 2026.
- +Fully open-source and free to use, no hidden costs.
- +Runs locally — data never leaves your machine.
- +Supports 8+ popular CLI agents in one UI.
- +Built-in role templates and team memory save time.
- +Multi-agent workflows can improve code quality via reviews.
- −No real user feedback to confirm reliability or ease of use.
- −Configuration and debugging multi-agent workflows is complex.
- −Dependence on third-party agents could lead to breakage.
- −Experimental features like workflows are not production-ready.
- −Limited documentation and examples beyond the basic README.
- • No hidden costs — completely free and self-hosted.
Viability Score
How well maintained and how widely used is Mco? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Multi-agent orchestration in browser
- Team send / team report command workflow
- Write+review mode across models
- Test+fix automatic loop
- Auto team spawn (team spawn)
- Multi-stage workflows (experimental)
- Workspace memory
- Task dependency graph .hive/tasks.md
- Checkpoint resume --resume
- 400+ bilingual role templates
- Remote access via phone browser
- Multi-workspace sidebar
- Completion webhook (Slack/CI)
- PWA desktop app
- Bilingual UI (Chinese/English)
About Mco
Hive is an open-source orchestrator that lets you command multiple CLI agents (Claude Code, Codex CLI, Gemini CLI, and more) from a single browser interface. All agents run locally on your machine; no account or API key required. You give the Orchestrator a goal, it dispatches tasks via `team send` to workers, and workers report back with `team report`. Hive supports write+review cycles, test+fix loops, auto-teaming (`team spawn`), multi-stage workflows, and workspace memory. The interface is bilingual (Chinese/English) and can be installed as a PWA desktop app. Unlike all-in-one AI tools, Hive doesn't provide its own model — it's a coordination layer for the CLI agents you already use.
Behind the Verdict
Hive is a coordination layer rather than an AI tool itself. It orchestrates multiple CLI agents in a browser-based interface, running entirely locally. Its standout feature is the ability to mix different models — Claude Code, Codex CLI, Gemini CLI, and others — within one workflow, enabling cross-model review and test-fix cycles. The `team send` / `team report` command pattern is simple yet effective, and the task graph stored in `.hive/tasks.md` is a practical touch for versioning and dependency tracking. Auto-teaming via `team spawn` and multi-stage workflows in the experimental panel add power for advanced users. The 400+ bilingual role templates are a nice bonus for non-coding tasks like research and translation. However, Hive is not for everyone. You must already be comfortable with CLI agents and have them installed and authenticated. It's a single-developer project (@tt-a1i), so support is limited. Resource usage can be high when running multiple agents locally. If you're looking for an all-in-one AI assistant, Hive isn't it. But if you want to harness the strengths of multiple models in a local-first, privacy-preserving setup, Hive is a compelling choice.
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Real-world workflow fit
Concrete scenarios for the personas Mco actually fits — and what changes day-one when you adopt it.
You want to use Claude Code to write a feature while Codex CLI reviews for edge cases.
Outcome: Hive dispatches tasks via 'team send' to both agents, collects reports, and lets you review final diffs.
You need Gemini CLI to write unit tests and Claude Code to fix failures automatically.
Outcome: Hive runs a test+fix loop until tests pass, saving you manual cycles.
You want a Researcher agent to verify citations and a Translator agent to convert findings to English.
Outcome: Hive assigns roles, agents report back, and you get a multi-step workflow completed in one session.
Use Cases
- Use Claude Code for coding while Codex CLI reviews diffs to catch edge cases.
- Let Gemini CLI write test suites, then Claude Code fixes failing tests automatically.
- Break large projects into parallel sub-tasks distributed across different agents.
- Assign a Researcher agent to verify citations and a Translator agent to convert conclusions to English.
- Run offline agent experiments with 400+ role templates—no internet required.
Models Under the Hood
as of 2026-08-28
Limitations
- Hive is a browser-based orchestration tool that runs external CLI agents locally; it does not provide underlying AI models or API keys, so users must install and log into each CLI agent separately.
- Remote access is optional and off by default, requiring manual enabling and pairing with a desktop device.
- The project is maintained by a single person (@tt-a1i), which may affect support and update frequency.
- Running multiple agents locally may consume significant resources.
as of 2026-08-20
Verification history
We have re-verified Mco 7 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 7 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Mco tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0
Ideal for
Individual developers and small teams who already have CLI agents and want to orchestrate them without paying extra.
What this tier adds
Starting tier with all features included, no account or API key required.
Where the pricing makes sense
The company stage and team size where Mco's pricing actually pencils out — and where peers do it cheaper.
Hive is free for all users, making it ideal for individual developers and small teams who already have CLI agents and want to orchestrate them without additional cost. It's cheaper than commercial orchestration platforms like LangSmith or HumanLayer, but those offer managed infrastructure and support, which Hive lacks.
Setup time & first value
How long it actually takes to get something useful out of Mco — broken out by persona, not the marketing-page minute.
Installation takes about 5 minutes: run `npm i -g @tt-a1i/hive` and `hive`. You'll need Node ≥22 and at least one CLI agent (e.g., Claude Code) installed and authenticated. The wizard includes a 'Try Demo' mode to see Hive in action before configuring real agents.
Switching to or from Mco
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From manual multi-agent workflows: Install Hive and start dispatching tasks via the Orchestrator instead of switching between terminals.
- ↗To single-agent workflow: Simply stop using Hive; your tasks are in `.hive/tasks.md` and can be continued directly in your CLI agent's native session.
Integrations
Resources & Guides
Tutorials & Learning
Official links
Tools that pair well with Mco
Common stack mates teams adopt alongside Mco, with the specific reason each pairing earns its keep.
Featured Head-to-Head Comparisons
Mco vs Locus Robotics
Locus Robotics and Mco serve completely different domains: Locus automates physical warehouse operations with AMRs and RaaS, while Mco orchestrates multiple CLI coding agents in a browser. Choose Locus if you are a high-volume fulfillment center seeking 2-3x productivity gains; choose Mco if you are a developer who wants to coordinate tools like Claude Code and Codex for collaborative coding workflows.
Mco vs Presto Voice
Choose Presto Voice if you run QSR drive-thrus and need proven voice AI to boost revenue by up to 6% with 95% order autonomy — it's purpose-built with enterprise integrations. Choose Mco if you're a developer juggling multiple CLI agents (Claude, Codex, etc.) and want free, local orchestration with task workflows and memory. They serve entirely different domains; go with the one that matches your operational context.
Mco vs Truleo
Truleo and Mco serve entirely different audiences. Truleo is a paid, compliance-heavy intelligence platform for law enforcement, connecting RMS, CAD, jail calls, and body cameras to surface leads and reduce report writing time. Mco is a free, open-source browser orchestrator for developers who want to coordinate multiple CLI agents like Claude Code and Gemini CLI in team workflows. Choose Truleo if you're in policing; choose Mco if you're a developer managing multi-agent coding tasks.
Alternatives to Mco
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