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Unstructured Document Processor MCP

Unstructured Document Processor MCP

by MKhalusova
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

提供非结构化文档处理功能的模型上下文协议 (MLM) 服务器。该服务器使 LLM 能够提取并使用非结构化文档中的内容。

此 repo 工作正在进行中，请谨慎操作：)

支持的文件类型：

{".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"}

先决条件：您需要：

关于如何将此 MCP 添加到您的 Claude 桌面的快速 TLDR：

  1. 克隆 repo 并设置 UV 环境。

  2. 在根目录中创建一个.env文件并添加以下环境变量： UNSTRUCTURED_API_KEY 。

  3. 运行 MCP 服务器： uv run doc_processor.py

  4. 前往~/Library/Application Support/Claude/并创建claude_desktop_config.json文件。在该文件中添加：

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

  1. 重启 Claude Desktop。现在您应该可以使用 MCP 了。

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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