Openclaw Skills helps you plan and generate the right MCP server so tools and services can be exposed cleanly to AI agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install mcp-server-gen
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install mcp-server-gen using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is MCP Server Generator?
Openclaw Skills is a planning and generation skill for the Model Context Protocol (MCP) that helps turn tools, services, and internal capabilities into a clean server design for AI agents.
Instead of guessing which endpoints or actions to expose, Openclaw Skills helps you inventory what you have, define capability boundaries, and map a practical integration path. The result is a clearer MCP server strategy, less rework, and a faster decision on whether the right answer is a lightweight baseline, a managed deployment, or a private enterprise setup.
MCP Server Generator Use Cases
- Turning internal tools into AI-agent-accessible capabilities via MCP
- Standardizing how multiple services are exposed to different agents
- Defining the boundary of what an agent should and should not call
- Planning a first-pass MCP server design before implementation
- Evaluating whether to self-host, use a managed service, or upgrade later with Openclaw Skills
How MCP Server Generator Works
- Describe the tools, services, and agent tasks you want to connect.
- Openclaw Skills analyzes the toolset and identifies the capabilities worth exposing through MCP.
- It maps each capability to a server boundary and sketches the build path and integration points.
- It helps you decide the operating model: free baseline planning, hosted operation, or later enterprise/private deployment.
- Review the resulting MCP server plan and move into implementation with a tighter scope.
MCP Server Generator Setup
- Make sure Bash is available, because the skill metadata requires it.
bash --version
- Open Openclaw Skills and load
mcp-server-gen. - Prepare a short inventory of the tools or services you want to expose, the agent actions you need, and any security or hosting constraints.
- Ask for an MCP server plan or generation path, then review the proposed capability boundaries before building.
No additional install command is defined in the SKILL.md; Openclaw Skills only requires Bash at runtime.
MCP Server Generator Data Schema & Taxonomy
Metadata taxonomy
| Field | Meaning |
|---|---|
| name | mcp-server-gen |
| description | Bilingual summary of the skill's purpose: connect tools to AI agents by planning and generating the right MCP server |
| version | 1.0.1 |
| topics | mcp, server, protocol, ai, agent, mcp服务, 协议 |
| openclaw.requires.bins | bash |
| emoji | 🤖 |
| homepage | https://kingai.work/ |
| install | [] |
Content structure
- When to use / 何时用
- Features / 功能介绍
- Use Cases / 常见场景
- Why start free / 为什么从基础版开始
- Sponsored / 推广服务
Generated artifacts
- MCP server scope and capability map
- Capability boundaries and integration points
- Build path and deployment recommendation
- Hosting decision guidance: self-hosted, managed, or private enterprise
No fixed file tree or generated filenames are declared in the SKILL.md; Openclaw Skills is planning-first, so implementation files depend on the downstream project.
MCP Server Generator Advanced Features
- Bilingual planning flow for Chinese and English teams
- Capability boundary mapping to keep the MCP surface small and purposeful
- Clear guidance on build path, integration points, and deployment choice
- Free-first validation workflow before committing to hosted or enterprise options
- Works well inside Openclaw Skills environments with only Bash required
- Sets the foundation for later AI workflow automation once the server design is approved
SKILL.md
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