# MCP Spark Documentation Server

> Use this tool when you need to efficiently search and retrieve specific Apache Spark documentation pages, or when you want to filter documentation by section for quick reference. It solves problems of information overload and slow search times by providing a full-text search interface with BM25 ranking. The MCP Spark Documentation Server takes in search queries as input and outputs relevant Spark documentation pages.

Canonical page: https://skillsregistry.net/skills/martoc-mcp-spark-documentation  
JSON: https://api.skillsregistry.net/v1/skills/martoc-mcp-spark-documentation

## Description

Provides full-text search and retrieval tools for Apache Spark documentation using SQLite FTS5 with BM25 ranking. It enables AI assistants to efficiently search, filter by section, and read specific Spark documentation pages.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/a0ir3zbkk1)
- **Repository:** <https://github.com/martoc/mcp-spark-documentation>

## 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": "martoc-mcp-spark-documentation"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/martoc-mcp-spark-documentation` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/martoc-mcp-spark-documentation/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