Memory-Plus

by Yuchen20 · Python · ★ 57

🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

#agent#hackathon#mcp#mcp-server#memory#memory-store#model-context-protocol

Install

pip install git+https://github.com/Yuchen20/Memory-Plus.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "memory-plus": {
      "command": "uvx",
      "args": [
        "git+https://github.com/Yuchen20/Memory-Plus.git"
      ]
    }
  }
}

From the README

[](./LICENSE) [](https://pypi.org/project/memory-plus/) [](https://pepy.tech/projects/memory-plus) A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and visualize persistent "memories"—notes, ideas, and session context—across runs. > 🏆 **First Place** at the [Infosys Cambridge AI Centre Hackathon](https://infosys-cam-ai-centre.github.io/Infosys-Cambridge-Hackathon/)! * **Record Memories**：Save user data, ideas, and important context. * **Retrieve Memories**：Search by keywords or topics over past e…

Read full README on GitHub →

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