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MCP Protocol Practice: Understanding LLM Tool Calling Architecture with Google Calendar

This article delves into how the Model Context Protocol (MCP) enables large language models (LLMs) to call external APIs safely and in a structured manner by analyzing a minimal MCP server implementation, and uses Google Calendar integration as an example to demonstrate the complete workflow of tool discovery, OAuth authorization, and execution.

MCPModel Context ProtocolLLM工具调用Google CalendarOAuthAnthropicAI架构PythonAPI集成
Published 2026-04-09 13:53Recent activity 2026-04-09 14:15Estimated read 1 min
MCP Protocol Practice: Understanding LLM Tool Calling Architecture with Google Calendar
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Section 01

导读 / 主楼:MCP Protocol Practice: Understanding LLM Tool Calling Architecture with Google Calendar

Introduction / Main Floor: MCP Protocol Practice: Understanding LLM Tool Calling Architecture with Google Calendar

This article delves into how the Model Context Protocol (MCP) enables large language models (LLMs) to call external APIs safely and in a structured manner by analyzing a minimal MCP server implementation, and uses Google Calendar integration as an example to demonstrate the complete workflow of tool discovery, OAuth authorization, and execution.