Memo

by jagoff

457 downloads

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GitHub

About

memo is a local-first, long-term semantic memory for AI coding agents (Claude Code, Cursor, Cline, Codex). Runs fully offline with in-process embeddings — MLX on Apple Silicon or CPU sentence-transformers on Linux/Docker — and a sqlite-vec + BM25 hybrid retrieval pipeline with re

Details

Author: jagoff
Downloads: 457
Categories: AI, Other, Knowledge Base, Search

- Local-first and fully offline, no cloud or API keys required.
- Uses MLX (Apple Silicon) or CPU sentence-transformers (Linux/Docker) for embeddings.
- Hybrid retrieval with sqlite-vec + BM25 and reranking.
- Markdown files on disk are the source of truth; SQLite index is rebuildable.
- Recall hook auto-injects relevant memories into every prompt.
- Includes a knowledge graph, temporal/time-machine queries, contradiction detection, and nightly synthesis.

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 Memo

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": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

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": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

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": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

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": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

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": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

From the repository

Install via pipx install mlx-memo. Use the memo CLI for command-line interaction, or run the memo-mcp MCP server to connect with compatible AI coding tools.

Claude Desktop / Cursor

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

{
    "mcpServers": {
        "memo": {
            "memo": {
                "command": "memo-mcp"
            }
        }
    }
}

McpServers

{
    "memo": {
        "command": "memo-mcp"
    }
}

⚡ Contradiction radar — memory that notices when you change your mind

memo contradict scan # find conflicting facts corpus-wide memo contradict triage # resolve: fuse / newer-wins / dismiss

Change a decision and memo flags the now-stale version, so the agent stops reintroducing what you already threw out.

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Details

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

⚡ Contradiction radar — memory that notices when you change your mind

Install

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