目前各种MCP的文章和实际例子以及开源工具层出不穷，本文试图用最简单的方式解释下MCP解决什么问题和MCP怎么写的问题。 为啥要用MCP MCP是一项专为LLM工具化操作设计的轻量化标准协议，其核心目标是构建LLM与异构软件系统间的通用指令交互框架。与传统的 ...

The AI company Anthropic, which was founded in 2021 by former OpenAI employees, has developed the Model Context Protocol (MCP) with the aim of standardizing communication between Large Language Models ...

正如 LSP 成为了 IDE 的通用标准一样，Anthropic 正在将 MCP 打造成 LLM 集成的开放标准。 前段时间 OpenAI 发布了一个实时访问第三方应用的功能来为 ChatGPT 提供上下文（ChatGPT 升级为实时协作助手），没想到 Claude 这么快就带来了一个 LLM 协议标准，直接将 AI 能力拉满 ...

Creating a custom Model Context Protocol (MCP) client using Gemini 2.5 Pro provides an opportunity to design a highly adaptable and efficient communication solution. By combining a robust backend, a ...

Wrangling your data into LLMs just got easier, though it's not all sunshine and rainbows Hands On Getting large language models to actually do something useful usually means wiring them up to external ...

Today’s AI coding agents are impressive. They can generate complex multi-line blocks of code, refactor according to internal style, explain their reasoning in plain English, and more. However, AI ...

Things are happening fast in the Model Context Protocol (MCP) space, which enhances agentic AI. Microsoft's Awesome Copilot MCP Server and a new community MCP Registry recently arrived within days of ...

An MCP Server uses the Model Context Protocol (MCP) to link AI models with tools and data sources. These lightweight programs securely handle tasks like accessing files, databases, or APIs, enabling ...

Google Releases Data Commons MCP Server to Supercharge AI Agents Your email has been sent What is MCP? From queries to reports in a single step Testing the server in the field Building trust into AI ...