io.github.rogermsc/darwin-memo

Official

by rogermsc · Python

darwin-memo

Self-curating agent memory kept honest by survival-based selection over measured outcomes.

Self-curating agent memory that improves through survival-based selection over outcomes.

Topics

agent-memoryagentscontinual-learningevolutionary-computationllmllm-agentsmemorypythonragself-improvementzero-dependencies

Install

Configuration

Environment variables

DARWIN_MEMO_PATH

Path to the persistent memory file (default ~/.darwin-memo/memory.json)

Arguments

--withrequireddefault darwin-memo[mcp]

mcprequireddefault mcp

claude_desktop_config.json

{
  "mcpServers": {
    "darwin-memo": {
      "command": "uvx",
      "args": [
        "darwin-memo",
        "mcp"
      ],
      "env": {
        "DARWIN_MEMO_PATH": "<YOUR_DARWIN_MEMO_PATH>"
      }
    }
  }
}