mcp-builder

Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.

Balance comprehensive API endpoint coverage with specialized workflow tools. Workflow tools can be more convenient for specific tasks, while comprehensive coverage gives agents flexibility to compose operations. Performance varies by client—some clients benefit from code execution that combines basic tools, while others work better with higher-level workflows. When uncertain, prioritize comprehensive API coverage.

Tool Naming and Discoverability: Clear, descriptive tool names help agents find the right tools quickly. Use consistent prefixes (e.g., githubcreateissue, githublistrepos) and action-oriented naming.

（中文）创建高质量MCP（模型上下文协议）服务器的指南，使LLM能够通过精心设计的工具与外部服务交互。在建立 MCP 伺服器以整合外部 API 或服務時使用，無論是使用 Python (FastMCP) 或 Node/TypeScript (MCP SDK)。 來源：jackiexiao/jackie-skills-dev。