MCP Server Development

Build MCP servers that enable LLMs to accomplish real-world tasks through well-designed tools.

4-Phase Process

Research → Implement → Review → Evaluate

Load resources on-demand (progressive disclosure):

• Protocol: https://modelcontextprotocol.io/specification/2025-11-25 (latest spec)
• Legacy Protocol: https://modelcontextprotocol.io/llms-full.txt (for reference)
• Python SDK: https://raw.githubusercontent.com/modelcontextprotocol/python-sdk/main/README.md
• TypeScript SDK: https://raw.githubusercontent.com/modelcontextprotocol/typescript-sdk/main/README.md

Core Design Principles