# swarmvault

> swarmvault — swarmclawai-swarmvault. Use this tool when you need to organize and compile raw research into a persistent and searchable knowledge base. Swarmvault solves the problem of information fragmentation by creating a local-first wiki, knowledge graph, and hybrid search interface that compounds over time. It takes in raw research data and outputs a markdown wiki, making it ideal for use cases where knowledge management and retrieval are crucial, such as research projects or documentation efforts.

Canonical page: https://skillsregistry.net/skills/swarmclawai-swarmvault  
JSON: https://api.skillsregistry.net/v1/skills/swarmclawai-swarmvault

## Description

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-27

## Source

- **Source listing:** [GitHub](https://github.com/swarmclawai/swarmvault)

## 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": "swarmclawai-swarmvault"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/swarmclawai-swarmvault` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/swarmclawai-swarmvault/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