近期关注AI行业动态的人士应该能观察到一个趋势，基础模型训练领域正日益呈现出寡头垄断的特征，而AI应用创新的前景和空间依然开阔，令人兴奋的AI应用层出不穷。一个完整的AI应用系统中常常包括三个主要角色：用户、AI Agent、外部工具，AI交互系统的核心 ...

【ZOL中关村在线原创技术解析】Agent2Agent协议（简称A2A协议），是谷歌在2025年4月10日的Google Cloud Next大会上宣布开源的首个标准智能体交互协议。2025年6月24日，谷歌云将其捐赠给Linux基金会，亚马逊、微软、思科等科技巨头纷纷加入支持阵营。 这一协议的出现 ...

本文分享 47000 美元多智能体生产部署教训，点出 A2A/MCP 痛点，强调专用基建的必要性。 关键词：多智能体系统、智能体间通信、模型上下文协议、AI基础设施、生产环境部署 我们在生产环境中运行AI智能体花费了47,000美元。以下是关于A2A和MCP没人告诉你的真相。

通信世界网消息（CWW）MCP、A2A等技术的出现将迎来生成式AI业务的“互联网时代”。 MCP与A2A有望催生下一个平台级机会，重构当前产业格局 MCP协议降低了智能体开发与应用门槛，打通技术底层与上层应用的通道，进而促进智能体应用快速落地，实现商业闭环。

AI agents are approaching the kind of breakthrough moment that APIs had in the early 2010s. At that time, REST and JSON unlocked system-to-system integration at scale by simplifying what had been a ...

Anthropic, Google, and others are developing better ways for agents to interact with our programs and each other, but there’s still more work to be done. A growing number of companies are launching AI ...

As DevSecOps matures, artificial intelligence (AI) is transforming the way security, compliance and automation are carried out across the software development life cycle. Intelligent agents founded ...

Since its launch in November 2024, the Model Context Protocol (MCP) from Anthropic has gone viral, generating buzz as a simple, standardized way to connect language models with tools and data. Now, ...

智东西5月9日消息，据微软5月7日官方博客发布的消息，微软宣布将在Azure AI Foundry和Copilot Studio两大平台中支持谷歌的Agent2Agent（A2A）协议以及Anthropic的模型上下文协议（MCP）。 据外媒VentureBeat昨天下午报道，微软董事长兼CEO萨提亚・纳德拉（Satya Nadella）于5月8日 ...

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