Memory-Plus

What it does

Memory-Plus provides a lightweight, local Retrieval-Augmented Generation (RAG) memory store. It allows AI agents to maintain persistent memories across different sessions, enabling them to remember user preferences, project context, and previous interactions.

Tools

• record_memory: Saves user data, ideas, and important context.
• retrieve_memory: Searches past entries by keywords or topics.
• get_recent_memories: Quickly fetches the last N memory items.
• update_memory: Appends or modifies existing memory entries.
• delete_memory: Removes unwanted entries from the store.
• import_file: Ingests documents directly into the memory system.

Installation

Add the following to your claude_desktop_config.json:

{
  "mcpServers": {
    "memory-plus": {
      "command": "uvx",
      "args": [
        "-q",
        "memory-plus@latest"
      ],
      "env": {
        "GOOGLE_API_KEY": "<YOUR_API_KEY>"
      }
    }
  }
}

Supported hosts

Confirmed support for Claude Desktop, Cursor, Windsurf, and Cline.