Memory-Plus

by Yuchen20

324 downloads

Not rated

GitHub

About

a lightweight, local RAG memory store to 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.

Details

Author: Yuchen20
Downloads: 324
Categories: Database, Community, Other, Knowledge Base, AI

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Memory-Plus

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

From the repository

Install Memory Plus by obtaining a Google API key, setting it as GOOGLE_API_KEY, and installing the UV runtime. Then run uvx memory-plus in your terminal, or add the command and args to your IDE's MCP configuration (e.g., VS Code settings.json). For local testing, use the MCP Inspector command npx @modelcontextprotocol/inspector fastmcp run run .\\memory_plus\\mcp.py, or run the provided agent.py chatbot template.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "memory-plus": {
            "memory-plus": {
                "command": "uvx",
                "args": [
                    "memory-plus"
                ]
            }
        }
    }
}

McpServers

{
    "memory-plus": {
        "command": "uvx",
        "args": [
            "memory-plus"
        ]
    }
}

2. How do I use memory-plus in a real chat session?

- Simply add the MCP JSON file to your MCP setup.
- Once added, memory-plus will automatically activate when needed.

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About

Details

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

2. How do I use memory-plus in a real chat session?

Install

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