# ragdb-mcp

> ragdb-mcp — musoukun-ragdb-mcp. Use this tool when you need to rapidly search and retrieve information from large collections of Markdown documents using natural language queries. The ragdb-mcp system vectorizes Markdown documents, enabling fast and efficient search capabilities, and supports integration with LibSQL, Qdrant, and PostgreSQL databases. Ideal for applications requiring swift information retrieval, such as knowledge base management or document indexing.

Canonical page: https://skillsregistry.net/skills/musoukun-ragdb-mcp  
JSON: https://api.skillsregistry.net/v1/skills/musoukun-ragdb-mcp

## Description

MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。

## Trust

- **Trust score (0–1):** 0.79
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/musoukun/ragdb-mcp)

## 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": "musoukun-ragdb-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/musoukun-ragdb-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/musoukun-ragdb-mcp/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