
Flagship AI workspace with advanced reasoning and autonomous agent capabilities for web tasks.
Flagship AI workspace with advanced reasoning and autonomous agent capabilities for web tasks.
CtrlOps records 25,368 monthly visits with +18.3% month-over-month growth and Free Trial, Paid pricing. Muse records 45,751,822 monthly visits with +228.3% growth and Contact for Pricing pricing.

Local-first AI desktop app to run and monitor your Linux server fleet
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | ctrlops.io | muse.ai |
| Pricing Model | Free Trial, Paid | Contact for Pricing |
| Monthly Visits | 25.37K (25,368) | 45.75M (45,751,822) |
| MoM Traffic Delta | +3.92K (+18.3%) | +31.81M (+228.3%) |
| Primary Market & Share | 🇺🇸 United States (18.7%) | 🇺🇸 United States (53.7%) |
| Direct Visits / mo | 6.46K | 27.32M |
| User Rating | 4.3 | 4.5 |
| Supported Platforms | Website | Website |

Local-first AI desktop app to run and monitor your Linux server fleet
Describe the outcome in plain English and CtrlOps drafts the shell command; nothing runs until you review and approve it.
Keep your whole fleet in one window with named aliases, per-server SSH keys, and an access scan showing who can log in and who holds sudo.
Fill a single form with your repo, environment variables, and domain, and CtrlOps provisions the app with Nginx, SSL, and PM2.
Watch CPU, memory, disk, and network in real time, and find, search, or tail logs across hosts without hunting for paths.

Your personal AI agent from Meta that actually gets things done
Give Muse a goal or an everyday chore and it plans and carries out the steps itself rather than only advising you.
Each user gets a persistent, isolated Linux computer in the cloud with a full browser, so the agent can do real work online while you retain control.
Muse requests your approval before important actions such as sending an email or making a purchase, keeping you in the loop.
A complete record of what the agent has already done and what it is planning next, so its behavior stays transparent.

Flagship AI workspace with advanced reasoning and autonomous agent capabilities for web tasks.
Flagship AI workspace with advanced reasoning and autonomous agent capabilities for web tasks.
Advanced AI workspace featuring computer use and agentic workflows for complex tasks.
Advanced AI workspace featuring computer use and agentic workflows for complex tasks.

The AI coding agent for building ambitious software
The AI coding agent for building ambitious software
Autonomous agent platform executing multi-step goals via cloud browsers and tools.
Autonomous agent platform executing multi-step goals via cloud browsers and tools.
Google's agent-first development platform for building and shipping software with AI agents
Google's agent-first development platform for building and shipping software with AI agents
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Learn Linux, DevOps, and cybersecurity by doing — inside real online labs.
Learn Linux, DevOps, and cybersecurity by doing — inside real online labs.

SpecialistAction-oriented AI agent that completes everyday personal and business tasks via integrations.