# io.github.tm42/mnemograph

> Use this tool when you need to store and retrieve complex knowledge graphs for AI coding agents, enabling semantic search and event-sourced memory for efficient data management. It solves problems of data organization and retrieval, particularly in applications requiring advanced knowledge representation and querying. With inputs of event data and outputs of searchable knowledge graphs, use mnemograph in contexts where AI agents require robust and flexible memory management.

Canonical page: https://skillsregistry.net/skills/io-github-tm42-mnemograph  
JSON: https://api.skillsregistry.net/v1/skills/io-github-tm42-mnemograph

## Description

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

## Trust

- **Trust score (0–1):** 0.55
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.tm42%2Fmnemograph)
- **Repository:** <https://github.com/tm42/mnemograph>

## 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": "io-github-tm42-mnemograph"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-tm42-mnemograph` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-tm42-mnemograph/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