Launchfiles hosted MCP: free page radars (design UX, search repair, deploy trust) + workspace tools.

Give your agent its own cloud: run Postgres, Redis or any Docker image on a microVM in one call.

Deploy and operate Kubernetes: clusters, stacks, apps, logs, metrics and security, with OAuth.

Give your AI a place to publish: living pages with live data, shareable links, no deploy pipeline.

AI deployments that shipped and are available now, each sourced to the publisher's own page.

AppDeploy turns app ideas described in AI chat into live full-stack web applications

Create AWS cost estimates and shareable AWS Pricing Calculator URLs.

Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.

Keep intent, specifications, and verified progress portable across AI coding tools. A local live work board, append-only task evidence, explicit handoffs, and optional GitHub/Jira/Azure DevOps integrations.