# darwin-memo

> darwin-memo — rogermsc-darwin-memo. Use this tool when you need to implement an evolutionary memory for LLM agents, allowing them to store and retrieve information based on measured outcomes. The darwin-memo tool provides an MCP server that enables agents to query, settle, and manage memory entries, which survive only if they earn their keep through upkeep payments. Ideal for use cases where adaptive knowledge retention and retrieval are crucial, such as dynamic learning environments or autonomous decision-making systems.

Canonical page: https://skillsregistry.net/skills/rogermsc-darwin-memo  
JSON: https://api.skillsregistry.net/v1/skills/rogermsc-darwin-memo

## Description

Provides an MCP server that gives LLM agents an evolutionary memory: entries pay upkeep and survive only if they earn their keep through measured outcomes, with tools for querying, settling, and managing memory.

## Trust

- **Trust score (0–1):** 0.55
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/c1rxunhd64)
- **Repository:** <https://github.com/rogermsc/darwin-memo>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "rogermsc-darwin-memo"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rogermsc-darwin-memo` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rogermsc-darwin-memo/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt