Unstructured Document Processor

Enable LLMs to extract and utilize content from various unstructured document formats. Process documents seamlessly using AWS S3 for storage and retrieval, enhancing your LLM's capabilities with rich data extraction. Simplify your workflow by integrating document processing directly into your applications.

Installation

Installing for Claude Desktop

Manual Configuration Required

This MCP server requires manual configuration. Run the command below to open your configuration file:

npx mcpbar@latest edit -c claude

This will open your configuration file where you can add the Unstructured Document Processor MCP server manually.

Visit Unstructured Document Processor

A Model Context Protocol server that provides unstructured document processing capabilities. This server enables LLMs to extract and use content from an unstructured document.

This repo is work in progress, proceed with caution :)

Supported file types:

{".abw", ".bmp", ".csv", ".cwk", ".dbf", ".dif", ".doc", ".docm", ".docx", ".dot",
 ".dotm", ".eml", ".epub", ".et", ".eth", ".fods", ".gif", ".heic", ".htm", ".html",
 ".hwp", ".jpeg", ".jpg", ".md", ".mcw", ".mw", ".odt", ".org", ".p7s", ".pages",
 ".pbd", ".pdf", ".png", ".pot", ".potm", ".ppt", ".pptm", ".pptx", ".prn", ".rst",
 ".rtf", ".sdp", ".sgl", ".svg", ".sxg", ".tiff", ".txt", ".tsv", ".uof", ".uos1",
 ".uos2", ".web", ".webp", ".wk2", ".xls", ".xlsb", ".xlsm", ".xlsx", ".xlw", ".xml",
 ".zabw"}

Prerequisites: You'll need:

Quick TLDR on how to add this MCP to your Claude Desktop:

  1. Clone the repo and set up the UV environment.
  2. Create a .env file in the root directory and add the following env variable: UNSTRUCTURED_API_KEY.
  3. Run the MCP server: uv run doc_processor.py
  4. Go to ~/Library/Application Support/Claude/ and create a claude_desktop_config.json. In that file add:
{
    "mcpServers": {
        "unstructured_doc_processor": {
            "command": "PATH/TO/YOUR/UV",
            "args": [
                "--directory",
                "ABSOLUTE/PATH/TO/YOUR/unstructured-mcp/",
                "run",
                "doc_processor.py"
            ],
            "disabled": false
        }
    }
}
  1. Restart Claude Desktop. You should now be able to use the MCP.
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