MCP（Model Context Protocol）说白了就是给 AI 应用装一个标准化的外设接口，让模型能通过统一协议去读文件、查数据库、调工具。你可以把它理解成 AI 世界的 USB-C：不管对面是 Claude Desktop、Cursor 还是你自己写的 Agent，只要插上这个口，工具就能被识别和调用。

如果你最近在折腾 MCP（Model Context Protocol，模型上下文协议），大概率会遇到一个很具体的场景：本地照着官方 SDK 把 server 写出来了，stdio 也能启动，但一旦换成 HTTP/SSE 传输，或者想让客户端真正调用一次工具，就会卡在「Key 从哪来、怎么统一、多个 server 怎么 ...

Hello, this is Takumi.The history of AI coding is currently being rewritten.The speed of evolution for 'autonomous AI agents' like Claude Code, Cursor, and Google's Antigravity is staggering. The ...

No protocol version is negotiated and initialize is not attempted. Expected result The C# client should deserialize the body as JsonRpcError, correlate it with request ID 1, surface it to ...

The examples not requiring a backend are now available via GitHub Pages.

Introduction: The Democratization of Video Production and the Current State in 2026In the past, producing high-quality videos ...

One MCP server for the filesystem, one for Git, one for Jira, one for the database, one for Icinga, one for the browser, one for email… and before long you find yourself with ten or fifteen servers ...

Discover Deepak Garg's incredible career as a software infrastructure engineer, building essential frameworks and services at Bloomberg, PIMCO, and Samsung. Learn how his foundational work empowers ...

The table maps each responsibility to the layer that owns it by default. “Owns” means the layer defines and enforces the behavior. “Exposes” means the layer surfaces a hook but does not decide policy.

Explore new technologies to help expand the usefulness of AI for government services! Scope: Exploration within sandbox environments and only with government data that are already publicly available.