elvis@omarsar0 · XElvis Saravia（DAIR.AI）推荐一篇关于MCP服务器架构模式的论文。该论文基于15个独立开发的MCP服务器，归纳出5种常见模式：暴露资源、编排工具、管理会话、聚合代理及适配领域工作流。这一分类有助于开发者明确服务器设计方向，避免重复造轮。论文地址：https://arxiv.org/abs/2606.30317。
If you build with MCPs， this one is worth reading.
（bookmark it）
The paper covers five recurring MCP server patterns across fifteen independently developed servers.
That taxonomy is useful because I see many AI teams rebuilding the same shapes without shared names.
If you are building MCP servers， this is a practical reference for deciding whether your server is exposing resources， orchestrating tools， managing sessions， aggregating proxies， or adapting a domain workflow.
Paper： https://arxiv.org/abs/2606.30317
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