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The AI agent ecosystem is fragmented. Every agent builder has its own tool format, deployment model, and skill definition. OpenClaw aims to unify this landscape with an open-source platform that supports building, deploying, and sharing AI agents with a skill marketplace and native MCP support.
OpenClaw provides a complete environment for agent development. Developers can create agents using a visual builder or code, equip them with tools from a community marketplace, deploy them to various targets, and orchestrate multi-agent workflows. The platform is designed to be self-hosted, giving organizations full control over their agent infrastructure.
Platform Components
| Component | Description |
|---|---|
| Agent builder | Visual and code-based agent construction |
| Skill marketplace | Community-contributed tools and capabilities |
| MCP runtime | Native support for Model Context Protocol servers |
| Multi-agent orchestrator | Coordinate multiple agents for complex tasks |
| Deployment manager | One-click deploy to cloud or on-premises |
Agent Architecture
flowchart LR
A[User Query] --> B[Agent Orchestrator]
B --> C[Agent A<br/>Research]
B --> D[Agent B<br/>Analysis]
B --> E[Agent C<br/>Generation]
C --> F[MCP Tools]
D --> F
E --> F
F --> G[External APIs]
F --> H[Databases]
F --> I[File System]
C --> J[Skill: Web Search]
D --> K[Skill: Data Viz]
E --> L[Skill: Markdown]Agents in OpenClaw are modular. Each agent has a specific role and set of skills. The orchestrator routes tasks to the appropriate agent, and agents invoke MCP tools as needed. Skills from the marketplace plug into this architecture seamlessly.
Platform Comparison
| Feature | OpenClaw | LangChain | AutoGen | CrewAI |
|---|---|---|---|---|
| Skill marketplace | Yes | No | No | No |
| MCP native support | Yes | Via plugin | No | No |
| Visual builder | Yes | No | No | No |
| Self-hosted | Yes | Yes | Yes | Yes |
| Multi-agent | Yes | Via tools | Yes | Yes |
For more information, visit the OpenClaw GitHub repository and the OpenClaw documentation.
Frequently Asked Questions
Q: Can I import agents from other frameworks? A: Yes, OpenClaw provides importers for LangChain, AutoGen, and custom agent definitions.
Q: How does the skill marketplace work? A: Community members publish skills that others can browse, install, and rate within the platform.
Q: Does OpenClaw support streaming responses? A: Yes, all agent responses support streaming for real-time user experience.
Q: What deployment targets are supported? A: Docker, Kubernetes, AWS, GCP, Azure, and bare metal servers.
Q: Is there a cloud-hosted version? A: OpenClaw is primarily self-hosted, but a cloud version is in development.
