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AI · March 12, 2026

Nimbus

Nimbus observes your screen as you work and uses AI to understand what you’re doing and why. It asks clarifying questions in real time to capture intent, then organizes everything into structured tasks, steps, and platform knowledge for computer use agents via MCP. The result is that your agent can do your work the way you do it, on internal tools it’s never seen, without being spoon fed every step. We think the missing piece in the agent stack is a production layer for workflow knowledge. I’d love any feedback on the product, especially the privacy tradeoffs of screen observation and…

Nimbus launched on March 12, 2026 with 8 votes, #1,340 of 23,380 launches that month and more than 90% of that year's launches.

What it does

Nimbus is a desktop app that observes you as you work and turns it into structured knowledge that your AI agents can query so that they're able to navigate internal platforms and do your work the way you do it. Works with any MCP-compatible agent. It's the difference between having a super competent assistant on their first day at work(your agent without nimbus), and having an assistant that's worked with you for years and knows how you do things (with nimbus).

Nimbus observes your workflows and turns them into structured knowledge your AI agents can use. Works with Claude, Cursor, and any MCP-compatible agent.

In the maker’s words, at launch

Nimbus observes your screen as you work and uses AI to understand what you’re doing and why. It asks clarifying questions in real time to capture intent, then organizes everything into structured tasks, steps, and platform knowledge for computer use agents via MCP. The result is that your agent can do your work the…

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