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JochenYang
JochenYangCOMMUNITY
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mcp-builder

Scaffold MCP servers for AI agents with reusable tool schemas and templates.

21|3|Updated Jan 22, 2026
Search Tags:#automation#templates#evaluation#mcp#server#tool-schemas
One-click install
npx skills add https://github.com/JochenYang/Jochen-ai-rules --skill mcp-builder-jochenyang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mcp-builder
Source: https://github.com/JochenYang/Jochen-ai-rules/tree/main/.claude/skills/mcp-builder
Command: npx skills add https://github.com/JochenYang/Jochen-ai-rules --skill mcp-builder-jochenyang

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires anthropic, mcp, and includes scripts (resource) components.

What problem does it solve?

This skill enables building MCP servers for AI agents by providing ready-to-use tool schemas and templates.

Core Features & Use Cases

  • Tool schema design and server scaffolding for Python and TypeScript
  • Evaluation test generation and integration with common workflows (GitHub/Notion/Slack)
  • Prebuilt templates and automation scripts to accelerate MVPs

Quick Start

Use the MCP Builder to scaffold a new MCP server for an AI agent. It provides ready-made templates, sample tools, and evaluation workflows that you can customize to fit your API.

Frequently Asked Questions about mcp-builder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build an MCP server for AI agents in Python or TypeScript?▼

Build MCP servers for AI agents using prebuilt templates and tool schemas that scaffold projects in Python and TypeScript. This approach accelerates development by providing modular designs with strong input validation and clear error handling.

What is MCP server tool schema design and when do I need it?▼

MCP server tool schema design defines the structured inputs and outputs for AI agent tools. You need it when creating end-to-end workflows that integrate with platforms like GitHub, Notion, and Slack to ensure clear error handling.

Can I generate evaluation tests for an MCP server?▼

Yes, you can generate evaluation tests for an MCP server using provided scaffolds. These evaluation workflows integrate with common platforms like GitHub to help validate tool functionality and ensure robust input validation before deployment.

Does the MCP builder support integration with GitHub, Notion, and Slack?▼

Yes, the MCP builder supports integration with GitHub, Notion, and Slack for end-to-end workflows. These integrations allow AI agents to interact with external services through modular tool schemas and automation scripts.

What are the limitations of using templates for MCP server scaffolding?▼

Templates for MCP server scaffolding provide prebuilt structures but may require customization to fit specific APIs. While they accelerate MVPs, strong input validation and modular design are emphasized to handle edge cases and clear error handling.

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