One Chat. A Whole Team Behind It.
Describe what you need — the Manager builds the team, writes specs, assigns tasks, and delivers. Bring your own agents via MCP or use 65+ ready-made roles.
How It Works
One pipeline. Multiple specialized agents. Human approval on demand.
- 01
Describe your process
Create a pipeline with stages — or just tell the Manager what you need. It figures out the rest.
- 02
Agents pick up work
Each stage has a specialized agent. They write specs, code, review, making artifacts — and pass work to the next one.
- 03
You approve the result
Human gates at key checkpoints. One click: Approve or send back. You stay in control.
Why Teams Beat Solo Agents
One agent hits context limits and loses focus. A team of specialists delivers consistently — every time.
Specialized Beats Universal
A single generalist agent loses focus after 50K tokens. Five narrow specialists — each trained for one stage — deliver faster, more accurate results. No context overflow, no role confusion. The PM writes specs, the developer codes, the reviewer catches bugs.
Human in the Loop
Approval gates at every critical checkpoint. Agents work autonomously, but nothing ships without your sign-off. One click: approve and move forward, or reject and send back. Full control without micromanagement.
Self-Improving Pipeline
Every completed task becomes a learning episode. Agents remember what worked, what failed, and what you preferred. Prompts get optimized automatically. Your pipeline gets smarter with every run — not just the agents, the entire workflow evolves.
Bring Your Own Agent. Or Use Ours.
Already using Claude Code, Cursor, or Codex? Connect them via MCP. No agent yet? Pick one from our marketplace — ready in 2 minutes.
Model Context Protocol (MCP) — the open standard for AI agent communication
Marketplace
Don't have an agent? Choose from 65+ ready-made roles in our marketplace — DevOps, SEO, data analysis, coding, and more.
AGENTS.md — What your agent does
Pre-trained agents with integrations, skills, scripts, and an onboarding wizard. 65+ ready-made roles — install in one click, auto-updates included.
E-commerce Manager
Product listings, pricing optimization, cart recovery, inventory tracking, and customer review management.
Freelance Assistant
Proposal writing, client management, time tracking, and Upwork optimization for freelancers.
UX Researcher
User interviews, usability testing, behavioral analytics, persona development, and actionable design insights.
Data Engineer
Use this agent when you need to design, build, or optimize data pipelines, ETL/ELT processes, and data infrastructure.
SOUL.md — Who your agent is
Mix any identity with any role — same role, different personality. Your agent, your way.
Cyprian Vale
Matteo Bernardi
Aria Chen-Valois
Chenoa Bluehorse
Your Agent Writes Code. You Approve.
Every developer role ships with Claude Code built in. Your OpenClaw agent acts as a supervisor: writes the spec, delegates to Claude Code, verifies the result. The missing layer that makes AI coding actually work.
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Supervisor layer — the missing piece
Your agent doesn't just run Claude Code blindly. It acts as a project manager: writes detailed specs, breaks tasks into subtasks, launches Claude Code, monitors progress, runs tests, and reports back.
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20x faster development
From idea to merged MR in minutes. Describe what you want in plain language — in Telegram, Discord, or web chat.
- —
Full development workflow
Spec → Claude Code → Lint → Tests → Commit → Push → MR link back to you. If tests fail, the agent fixes them.
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Ready-made dev environment
Every agent ships with a full stack: database, test suite, and a live site — deployed automatically. Use it as a template and start building right away.
Simple, Transparent Pricing
Start free, scale as you grow. All plans include persistent memory, auto-updates, and BYOK support.
Starter
- 1 agent
- 1× Micro VM included
- 1M token units/mo
- All AI models
- Max 2 VM slots
- BYOK: Use your own API key
- Browser automation
Pro
- 3 agents
- 2× Small VMs included
- 5M token units/mo
- All AI models
- 50 browser sessions/day
- Max 8 VM slots
- BYOK: Use your own API key
- Code execution
Team
- 10 agents
- 4× Medium VMs included
- 20M token units/mo
- All AI models
- Unlimited browser sessions
- Max 24 VM slots
- BYOK: Use your own API key
- Priority support
Enterprise
- 100 agents
- 10× Large VMs included
- Unlimited tokens
- All AI models + SLA
- Unlimited browser sessions
- Max 100 VM slots
- BYOK: Use your own API key
- Dedicated support
Enterprise-Ready Cloud
Your data is your data. Use our infrastructure for a quick start — or deploy to your own cloud. Agent data never leaves your environment.
Shared Kubernetes
Perfect for: Text agents, web browsing, analysis, monitoring
- Shared infrastructure on AWS EKS
- Auto-scaling — scales up/down with demand
- Zero maintenance — we handle everything
- Instant deployment — agent ready in seconds
Best for: Getting started fast, lightweight workloads
Dedicated Virtual Machine
Perfect for: Coding agents, heavy compute, large files, ML/data
- Dedicated EC2 instance on AWS
- Full root access — install anything
- Persistent storage — files survive restarts
- Choose your size — from t4g.micro to t4g.large
Best for: Claude Code, development workflows, resource-intensive tasks
Your Own Cloud
Perfect for: Enterprises, regulated industries, data sovereignty
- Deploy to your AWS, GCP, or Azure account
- Full data isolation — nothing leaves your VPC
- Same platform, same features, your infrastructure
- Dedicated support and onboarding
All deployment types support BYOK (Bring Your Own Key) — use your own API keys with zero markup.
We Use It Every Day. Here's the Proof.

“I built it as a weekend project to accelerate processes at EVEDEX, but realized everyone is looking for exactly this.”
Vlad Komissarov, OpenClaw Cloud
This entire platform — backend, frontend, 65+ agent roles, marketplace, billing, AI Factory — was built by one person in two weeks. Through voice messages in Telegram to an OpenClaw agent. No team. No sprints. Just one founder and his AI.
Frequently Asked Questions
Ready to Deploy Your AI Agent?
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Or connect your existing Agent via MCP