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Mnemograph

io.github.tm42/mnemograph ยท v0.5.1

Event-sourced knowledge graph memory for AI coding agents with semantic search

Connect Runs on your machine

Terminal
claude mcp add mnemograph -e MEMORY_PATH=<MEMORY_PATH> -- uvx mnemograph==0.5.1
claude_desktop_config.json
{
  "mcpServers": {
    "mnemograph": {
      "command": "uvx",
      "args": [
        "mnemograph==0.5.1"
      ],
      "env": {
        "MEMORY_PATH": "<MEMORY_PATH>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "mnemograph": {
      "command": "uvx",
      "args": [
        "mnemograph==0.5.1"
      ],
      "env": {
        "MEMORY_PATH": "<MEMORY_PATH>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mnemograph": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mnemograph==0.5.1"
      ],
      "env": {
        "MEMORY_PATH": "<MEMORY_PATH>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
MEMORY_PATH
Optional
Path to memory storage directory

Details

Package[email protected] (PYPI, stdio)
First published14 Feb 2026
Last updated14 Feb 2026
Registry nameio.github.tm42/mnemograph

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