# DocuMind MCP Server

> Use this tool when you need to evaluate and improve the quality of GitHub README documentation. The DocuMind MCP Server analyzes documentation using advanced neural processing, providing scores and suggestions for improvement, helping to enhance clarity, accuracy, and overall readability. Ideal for developers and project maintainers seeking to refine their documentation and improve user engagement.

Canonical page: https://skillsregistry.net/skills/sunwood-ai-labs-documind-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/sunwood-ai-labs-documind-mcp-server

## Description

A Model Context Protocol server that analyzes and evaluates GitHub README documentation quality using advanced neural processing, providing scores and improvement suggestions.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gz36qn7799)
- **Repository:** <https://github.com/Sunwood-ai-labs/documind-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": "sunwood-ai-labs-documind-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/sunwood-ai-labs-documind-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/sunwood-ai-labs-documind-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