基于 ECS Fargate 的无服务器 MCP 服务器：AI 代理访问数据湖
原标题：Serverless MCP server for AI agent data lake access on Amazon ECS Fargate
AI 摘要
AWS 团队为北美分拣中心（NASC）规划团队构建了一个无服务器的 MCP 服务器，部署在 Amazon ECS Fargate 上，作为 AI 代理与企业数据湖之间的集中式网关。该方案通过 JSON 元数据文件即可接入新数据集，无需为每个数据集编写集成代码，并在 MCP 服务器层集中实施权限控制。这解决了多代理重复集成、权限分散和数据集接入耗时数天的问题，支持多租户环境下多个代理和应用共享访问。
正文节选
Serverless MCP server for AI agent data lake access on Amazon ECS Fargate Organizations building applications powered by artificial intelligence (AI) face a recurring challenge: giving large language model (LLM) agents access to enterprise data lakes without duplicating integration logic across every agent and application. Most teams begin by wiring agents directly to databases and APIs, with no shared gateway such as a Model Context Protocol (MCP) server in between. Each new dataset demands cus