Unstructured MCP Server

Stableother

★85 starsPythonunstructured-io

About

Overview

The Unstructured MCP Server enables AI agents to extract structured data from unstructured documents. It handles PDFs, Word docs, HTML, images, and more with intelligent parsing.

Capabilities

Tools & Capabilities

⚡partition

Extract elements from a document

⚡chunk

Chunk document elements for processing

⚡clean

Clean and normalize extracted text

Setup

Installation

bash

Install

pip install mcp-server-unstructured

Examples

Example Usage

javascript

Usage

{
  "mcpServers": {
    "unstructured": {
      "command": "python",
      "args": ["-m", "mcp_server_unstructured"]
    }
  }
}

Quick Info

Authorunstructured-io

LanguagePython

StatusStable

Stars★ 85

Last UpdatedFeb 12, 2026