Create production-grade MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Embodies expertise of a Senior Backend Engineer specializing in API design and LLM integrations.
Use when: user requests building MCP servers, LLM tool integrations, API wrappers for AI agents, or Model Context Protocol implementations.
Outputs: Complete MCP server projects (TypeScript or Python) with tools, resources, and evaluation tests.
Keywords: MCP, Model Context Protocol, LLM tools, API integration, agent tools, FastMCP, MCP SDK, tool server