# Unstructured Document Processor MCP

> Use this tool when you need to extract relevant information from unstructured documents in various file formats. It solves the problem of accessing and utilizing content from diverse document types, enabling large language models (LLMs) to process and generate insights from unstructured data. The tool takes in unstructured documents as input and outputs extracted content, making it ideal for use cases where document analysis and information retrieval are critical.

Canonical page: https://skillsregistry.net/skills/mkhalusova-unstructured-mcp  
JSON: https://api.skillsregistry.net/v1/skills/mkhalusova-unstructured-mcp

## Description

A Model Context Protocol server that enables LLMs to extract and use content from unstructured documents across a wide variety of file formats.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-02

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gncg8w9ovd)
- **Repository:** <https://github.com/MKhalusova/unstructured-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": "mkhalusova-unstructured-mcp"
    }
  }
}
```

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