Memory-Plus

概述

Memory-Plus 是基于Python的MCP服务器，为AI代理提供本地检索增强生成(RAG)记忆存储。它允许开发者记录、检索、更新、删除和可视化跨会话的持久记忆。服务器使用Google的Gemini Embedding API处理记忆，并保留记忆的版本以提供历史上下文。特别适合使用多个AI编程工具的开发者，希望他们的AI助手在会话间保持上下文。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• record_memory

  Save user data, ideas, and important context.

  试试:Remember that my favorite programming language is Python试试:Save this important meeting note
• retrieve_memory

  Search by keywords or topics over past entries.

  试试:Find information about the project deadline试试:Search for notes about API integration
• get_recent_memories

  Fetch the last N memory items.

  试试:Show me my 5 most recent memories试试:What did I work on yesterday?
• update_memory

  Append or modify existing memory entries.

  试试:Add more details to yesterday's meeting note试试:Update my contact information
• visualize_memories

  Create interactive graph clusters revealing relationships between memories.

  试试:Visualize my project ideas试试:Show a graph of my coding-related memories
• import_file

  Ingest documents directly into memory.

  试试:Import requirements.txt file试试:Add this PDF document to my memories
• delete_memory

  Remove unwanted memory entries.

  试试:Delete the old grocery list试试:Remove the temporary meeting notes

可对比工具

安装

# 安装UV
pip install uv

# 添加到VS Code/settings.json
{
  "mcpServers": {
    "memory-plus": {
      "command": "uvx",
      "args": [
        "-q",
        "memory-plus@latest"
      ],
      "env": {
        "GOOGLE_API_KEY": "<YOUR_API_KEY>"
      }
    }
  }
}

FAQ

为什么memory-plus无法工作？

memory-plus的依赖项首次下载可能较慢（约1分钟）。安装后，后续使用会快很多。

如何在真实的聊天会话中使用memory-plus？

将MCP JSON配置添加到您的MCP设置中。添加后，memory-plus会在需要时自动激活。

Memory-Plus 对比