graphonomous

Agent memory that improves itself! Most memory systems are key-value stores with embeddings. Graphonomous is a closed loop — outcomes change beliefs, beliefs change retrieval, and the graph gets sharper with every action. Open-source MCP server, works with any model.

{
  "mcpServers": {
    "graphonomous": {
      "command": "npx",
      "args": [
        "-y",
        "c-u-l8er/graphonomous"
      ]
    }
  }
}

claude mcp add graphonomous npx -y c-u-l8er/graphonomous

{
  "mcpServers": {
    "graphonomous": {
      "command": "npx",
      "args": [
        "-y",
        "c-u-l8er/graphonomous"
      ]
    }
  }
}