openakita/skills@mcp-builder

To build an MCP server for LLM integration, this Skill provides end-to-end guidance covering research, planning, implementation, testing, and registration. It details server and tool design patterns to expose your API functionality as tools the LLM can use.

The Model Context Protocol (MCP) is a framework enabling LLMs to interact seamlessly with external services through well-designed tools. You need it when integrating custom internal APIs with an LLM, exposing API functionality as callable tools.

Yes, you can develop an MCP server using either Python or TypeScript. The Skill provides specific implementation patterns and examples for Python using FastMCP and Node/TypeScript using the MCP SDK.

Best practices for MCP tool design include proper tool naming, response formatting, pagination, and error handling. Following these patterns ensures high-quality servers that facilitate reliable LLM integration with external services.

Yes, this MCP builder guide covers testing methodologies and registration procedures within the OpenAkita ecosystem. It provides a comprehensive framework spanning from initial research to final server registration.