展示HN：Cursor IDE 现在通过 MCP 记住你的编码偏好设置
你好，我是来自Zep的Daniel。我将Cursor IDE与Graphiti（我们的开源时间知识图谱框架）进行了整合，以便为Cursor提供跨会话的持久记忆。我们的目标很简单：帮助Cursor记住你的编码偏好、标准和项目规格，这样你就不必不断提醒它。
在这次整合之前，Cursor（许多人每天都在使用的AI辅助IDE）缺乏一种有效的方式来持久化用户上下文。为了解决这个问题，我使用了Graphiti的模型上下文协议（MCP）服务器，这使得IDE与Graphiti的时间知识图谱之间能够进行结构化数据交换。
以下是这一过程的关键点：
- 自定义实体如“需求”、“偏好”和“程序”能够准确捕捉编码标准和项目规格。
- 实时更新使得Cursor能够即时适应——如果你更改框架或更新标准，记忆会立即更新。
- 持久检索确保Cursor始终能够记住你最新的偏好和项目决策，无论是在新的代理会话、项目中，还是在重启IDE后。
我非常希望能听到你的反馈，特别是关于这种方法以及它如何融入你的工作流程。
以下是详细的说明： [https://www.getzep.com/blog/cursor-adding-memory-with-graphiti-mcp](https://www.getzep.com/blog/cursor-adding-memory-with-graphiti-mcp)
GitHub仓库：[https://github.com/getzep/graphiti](https://github.com/getzep/graphiti)
- Daniel
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Hi, I'm Daniel from Zep. I've integrated the Cursor IDE with Graphiti, our open-source temporal knowledge graph framework, to provide Cursor with persistent memory across sessions. The goal was simple: help Cursor remember your coding preferences, standards, and project specs, so you don't have to constantly remind it.<p>Before this integration, Cursor (an AI-assisted IDE many of us already use daily) lacked a robust way to persist user context. To solve this, I used Graphiti’s Model Context Protocol (MCP) server, which allows structured data exchange between the IDE and Graphiti's temporal knowledge graph.<p>Key points of how this works:<p>- Custom entities like 'Requirement', 'Preference', and 'Procedure' precisely capture coding standards and project specs.<p>- Real-time updates let Cursor adapt instantly—if you change frameworks or update standards, the memory updates immediately.<p>- Persistent retrieval ensures Cursor always recalls your latest preferences and project decisions, across new agent sessions, projects, and even after restarting the IDE.<p>I’d love your feedback—particularly on the approach and how it fits your workflow.<p>Here's a detailed write-up: <a href="https://www.getzep.com/blog/cursor-adding-memory-with-graphiti-mcp/">https://www.getzep.com/blog/cursor-adding-memory-with-graphi...</a><p>GitHub Repo: <a href="https://github.com/getzep/graphiti" rel="nofollow">https://github.com/getzep/graphiti</a><p>-Daniel