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Unstructured Document Processor MCP

Unstructured Document Processor MCP

by MKhalusova
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Un servidor de Protocolo de Contexto de Modelo que proporciona capacidades de procesamiento de documentos no estructurados. Este servidor permite a los LLM extraer y utilizar contenido de un documento no estructurado.

Este repositorio es un trabajo en progreso, proceda con precaución :)

Tipos de archivos admitidos:

{".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"}

Prerrequisitos: Necesitarás:

Resumen rápido sobre cómo agregar este MCP a su Claude Desktop:

  1. Clonar el repositorio y configurar el entorno UV.

  2. Cree un archivo .env en el directorio raíz y agregue la siguiente variable env: UNSTRUCTURED_API_KEY .

  3. Ejecute el servidor MCP: uv run doc_processor.py

  4. Vaya a ~/Library/Application Support/Claude/ y cree un archivo claude_desktop_config.json . En ese archivo, agregue:

{
    "mcpServers": {
        "unstructured_doc_processor": {
            "command": "PATH/TO/YOUR/UV",
            "args": [
                "--directory",
                "ABSOLUTE/PATH/TO/YOUR/unstructured-mcp/",
                "run",
                "doc_processor.py"
            ],
            "disabled": false
        }
    }
}

  1. Reinicie Claude Desktop. Ahora debería poder usar el MCP.

Available Tools

1 tool
process_documentC
Sends document to process with Unstructured, return the content of the document
 Args:
filepath: path to the document

Inputs: filepath (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Deploy Server
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    TDQS

    B3.1/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of ambiguity or confusion between tools. The single tool has a clear, distinct purpose of processing documents with Unstructured.

    Naming Consistency5/5

    The single tool name 'process_document' follows a clear verb_noun pattern. Since there is only one tool, consistency is inherently perfect with no deviations to evaluate.

    Tool Count2/5

    A single tool is too few for a server named 'Unstructured Document Processor MCP', which suggests broader document processing capabilities. This minimal set feels thin and under-scoped for the apparent domain.

    Completeness2/5

    The tool surface is severely incomplete for document processing. It only provides a basic processing function, lacking essential operations like document listing, metadata retrieval, format conversion, or batch processing, which are typical in such domains.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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