# docs2db-mcp-server

> Use this tool when you need to perform semantic and hybrid search over large documentation datasets, such as RHEL documentation, and require advanced features like cross-encoder reranking. It solves problems of efficient information retrieval and ranking, supporting multiple client connections. The tool takes in documentation data and search queries as input, and outputs relevant search results.

Canonical page: https://skillsregistry.net/skills/rhel-lightspeed-docs2db-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/rhel-lightspeed-docs2db-mcp-server

## Description

MCP server for semantic and hybrid search over RHEL documentation using docs2db RAG, with cross-encoder reranking and support for multiple MCP clients.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pwamzppk1a)
- **Repository:** <https://github.com/rhel-lightspeed/docs2db-mcp-server>

## 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": "rhel-lightspeed-docs2db-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rhel-lightspeed-docs2db-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rhel-lightspeed-docs2db-mcp-server/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