Model Context Protocol 是一个开放标准，它的目标是给 LLM 一种干净、统一的方式去发现和调用外部工具。不用再写自定义解析、不用再维护脆弱的胶水代码，就是一个好用的协议。 大多数 MCP 教程上来就讲 JSON-RPC 规范、传输层协议，搞得很复杂。其实用 MCP 不需要 ...

"会调接口"早已不是后端工程师的专利——在AI时代，这成了每个想用大模型创造业务价值的Agent开发者必备技能。通过MCP协议让Agent获取业务上下文，已成为行业标配，集团也提供了完善的工具链支持。但当你真正想弄懂MCP时，官网白皮书再精美，也逃不过"一看 ...

A design flaw – or expected behavior based on a bad design choice, depending on who is telling the story – baked into ...

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 ...

Unsafe defaults in MCP configurations open servers to possible remote code execution, according to security researchers who ...

Microsoft's AI Toolkit extension for VS Code now includes a Tool Catalog that can scaffold a Python or TypeScript MCP server with the core transport and registration plumbing already set up. In ...

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 ...

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 ...

MCP Server enables AI agents to handle a full range of data-driven queries of Data Commons data sources, from initial discovery to generative reports, Google said. Looking to make public data access ...

An MCP Server is a simple program that lets AI models securely access data and tools using the Model Context Protocol (MCP). FastMCP is a Python framework that helps you build MCP servers and clients.