本文以开源课程 mcp-for-beginners 中的 JavaScript 示例为核心,系统讲解如何基于官方 TypeScript/JavaScript SDK 编写一个提供加、减、乘、除四则运算的 MCP(Model Context Protocol)服务器。读完本文,你将掌握 server.tool() 注册工具、Zod 参数校验、stdio 传输连接,以及通过 MCP ...
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谷歌这个开源模型被低估了

谷歌开源 EmbeddingGemma 2 时几乎没激起水花,注意力全在聊天模型上。这个能把四种模态压进同一空间的小模型,配合本地语义搜索工具 DigUp 与二进制逆向项目 REA,构成了这次发布真正被低估的那部分。
用同一批编码任务实测 TypeScript、Python、JavaScript、Java、Go 的 AI 写代码准确率,TypeScript 约92%领先,Java 约73%垫底。 文中给出可复制的测试集、评分脚本与 TaoToken 统一 Key 调用配置,一个入口跑通多语言对比,并附 401、choices 报错排查。
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