Liuqi dev#479
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LiuAndIce wants to merge 6 commits intodatawhalechina:mainfrom
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April 8, 2026 21:03
：今天主要梳理了 Chapter10 中 MCP 的调用链，搞清楚了 MCPTool、MCPClient、传输层和 Server 之间的关系。重点确认了 server_command 会传入 MCPClient，再由底层 transport 负责连接或启动外部 Server；同时弄明白了 async with MCPClient(...) 会自动触发 __aenter__()，而真正的连接逻辑在底层 Client 和 transport 中实现。另一区分了内置 Server 和社区 Server 的职责边界，对 MCP 整体执行流程有了更清晰认识。
…ient进行连接和封装请求，，A2ATool包装他俩成为工具交给agentClient,多个协作就是规定一个统筹全局者agent，给他agent的服务器或者工具的信息或者上下文，让他去分析传来我问题应该把他发给谁
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变更说明
本 PR 调整了 04_note_tool_integration.py 中相关笔记的检索逻辑，使实现与注释描述保持一致。
此前 _retrieve_relevant_notes() 实际只会优先获取 blocker 类型笔记，再执行通用搜索；虽然注释写的是“优先检索 blocker 和 action 类型的笔记”，但
action 类型并没有被单独优先检索。
本次修改补充了 action 类型笔记的优先检索逻辑，并继续与通用搜索结果合并去重后返回。
主要改动
修改原因
原实现与注释描述不一致，容易让读者误解检索策略。本次修改将逻辑补齐，使“优先关注阻塞事项和行动事项”的行为真正落到代码中。
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