Who it is for·Teams building an agent platform or product for their own customers (founders, CTOs and platform engineers shipping a multi-tenant agent product on top of OpenClaw)
Molted is the managed operating environment underneath your agent platform: every customer gets a real OpenClaw instance that never crashloops, on premium compute, with versioned workspaces, browser automation and 1,000+ integrations, all run by us and all white-labelable under your product.
You set out to build an agent platform for your customers, and somewhere along the way you became an infrastructure company by accident. Every feature your roadmap promised now sits behind a Kubernetes problem, an OOMing node, or a captcha you did not plan for. Molted gives you agent-ready environments instead of bare machines, so the only thing you have to build is the product your customers actually pay for.
Multi-tenant OpenClaw is eating your whole roadmap
Running one OpenClaw in production is already painful. Now you are running one per customer on shared nodes, 24/7, and it has quietly become your real product. Crashloops, corrupted configs that brick a pod, a single tenant that OOMs a node and takes every other customer's agent down with it: each one is a support ticket with your name on it, and every hour spent on it is an hour not spent on the features that differentiate you.
You are paying for idle machines and still feel slow
To make agents feel fast you reach for bigger boxes, then watch them sit 90% idle because a single agent only needs a fraction of one. You are burning margin on hardware you babysit, and your agents still cold-start in seconds because consumer-grade or oversold compute is the bottleneck. Your customers feel the lag, and you eat the cloud bill either way.
Every customer wants integrations, mailboxes and a browser that just works
Your customers do not care that Gmail, Slack, HubSpot, Salesforce and Stripe each have their own OAuth dance, that proxies get IP-banned, that captchas block the checkout flow, or that giving each agent its own email and phone number is a project on its own. They just expect their agent to reach the tools and act. Building and maintaining that surface yourself is a second engineering org you never budgeted for.
We run the OpenClaw fleet so your platform is reliable by default
Molted hands every one of your customers a real OpenClaw instance on bare pods that never crashloop, behind a daemon that survives even OpenClaw itself dying. Corrupted configs auto-repair with openclaw doctor, a RAM semaphore kills by priority before a shared node OOMs so one noisy tenant can never take the others down, and versions are pinned per instance so you control exactly what each customer runs. Four-tier self-healing catches crashes in under 60s and brings instances back in under 90s, with a full post-mortem on every failure. Your on-call rotation stops being about infrastructure.
Premium compute and versioned workspaces, with no machines to own
Agents cold-start in about 1.1s on a Molted premium node, versus roughly 4s on a $3,400 MacBook Pro M3 Pro and about 7s on a $700 Mac mini, around 3.6x faster than the M3 Pro. A single agent uses a fraction of a premium box, so you stop paying for machines that sit 90% idle. Every customer's filesystem is natively S3-versioned with inotify tracking and priority-lane sync: you get file-level diff between any two versions, point-in-time restore that hot-reloads the running instance, and the ability to roll back even after a delete. That is undo, audit and recovery you can expose to your own users without writing a storage engine.
The integration and browser surface your customers expect, ready on day one
Ship with 1,000+ app integrations from the start: Gmail, Slack, HubSpot, Salesforce, Notion, Stripe, GitHub and more, powered by a managed integration layer, with credentials AES-256-GCM encrypted at rest. A managed MCP layer gives each instance isolated scoped connections, agents self-discover tools and trigger OAuth after a user approves the link. Browser automation solves captchas automatically, uses managed rotating geo-aware proxies so you avoid IP bans and geo-locks, and keeps persistent per-instance profiles logged in. Each agent can get its own mailbox and phone number to send and receive email, place and receive calls, and handle SMS and 2FA. You wire it into your product; we keep it running.
FAQ
Q.01
Because the infrastructure is not your product, it is the tax on shipping it. Molted gives you agent-ready environments instead of bare machines: managed OpenClaw instances that never crashloop, premium compute, versioned workspaces, browser automation and 1,000+ integrations, all run by us. You build the product your customers pay for; we run the operating environment underneath it. AWS and GCP give you machines, Molted gives you agent-ready environments.
Q.02
No. Each customer gets an isolated OpenClaw instance on bare pods that never crashloop, with scoped per-instance MCP connections and credentials AES-256-GCM encrypted at rest. A RAM semaphore kills by priority before a shared node OOMs, so a single noisy tenant cannot starve or crash the others. Four-tier self-healing catches crashes in under 60s and restores instances in under 90s, with a full post-mortem on every failure.
Q.03
Yes. Molted is designed to sit underneath your agent platform as the managed operating environment. You expose your own product, branding and workflows to your customers, and Molted runs the OpenClaw fleet, premium compute, versioned filesystem, browser automation, MCP layer and integrations underneath. Pricing is per instance per day, pro-rated, with up to 30% off annual, so your cost scales cleanly with the customers you onboard.
Q.04
From day one: 1,000+ app integrations including Gmail, Slack, HubSpot, Salesforce, Notion, Stripe and GitHub via a managed integration layer, a managed MCP layer with isolated scoped connections and on-demand OAuth, browser automation with auto-solved captchas, rotating geo-aware proxies and persistent logged-in profiles, and per-agent mailboxes and phone numbers for email, voice, SMS and 2FA. You wire these into your product instead of building and maintaining each one.
Q.05
Three deployment models: Managed on Molted clusters, On-Premise on your own infrastructure, and a Swiss cluster for data sovereignty. That lets you offer your own customers the residency and isolation guarantees they ask for, without standing up and operating separate clusters yourself.
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