# AILANG Parse

> Use this tool when you need to extract and analyze specific components from Microsoft Office documents and PDF files, such as tracking changes, comments, headers, and footers. It solves problems related to document parsing, data extraction, and content analysis, providing outputs like parsed document structures and cell data. Ideal for use cases involving document processing, data mining, and automation workflows.

Canonical page: https://skillsregistry.net/skills/io-github-sunholo-data-parse  
JSON: https://api.skillsregistry.net/v1/skills/io-github-sunholo-data-parse

## Description

Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 0.4.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-04-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.sunholo-data%2Fparse)
- **Repository:** <https://github.com/sunholo-data/ailang-parse>

## Use it

MCP endpoint published by the skill: `https://docparse.ailang.sunholo.com/mcp/`

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": "io-github-sunholo-data-parse"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-sunholo-data-parse` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-sunholo-data-parse/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