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document-mcp

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    • docs-mcp

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    • root-ext-docs

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    • documentize-mcp

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      The Documentize MCP server exposes all document processing capabilities as tools for AI agents and LLM clients — convert, merge, extract, sign, and more, directly from Claude Desktop, VS Code Copilot, Cursor, or any MCP-compatible host.
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.8/5.0

    Scored across 18 tools

    Disambiguation5/5

    Each tool targets a distinct resource or operation: conversion, metadata, outline, PDF inspection, fonts (embedded vs standalone), and the seven odb_* tools are separated by action (list/query/extract/render). The only close pair, fonts and describe_font_file, is disambiguated by document-embedded vs standalone file.

    Naming Consistency3/5

    Many tools follow verb_noun (convert_document, outline_document, describe_font_file) or noun_verb (metadata_read, metadata_write, pdf_inspect), but several are bare nouns (fonts, docx_extras, odb_tables, odb_forms, odb_reports) and one is a preposition phrase (from_package). The names are consistently snake_case and readable, but the verb-first convention is not applied throughout.

    Tool Count4/5

    18 tools is on the upper end of a typical server scope, but the breadth is justified by the mix of general document operations and format-specific utilities (ODB, ODM, PDF, docx extras). Each tool earns a place; the count feels slightly heavy rather than bloated.

    Completeness4/5

    The set covers conversion (with capability listing), metadata read/write, outline extraction, PDF inspection, font handling, and a full ODB sub-toolkit (tables, forms, reports, query, export, render). Notable gaps include document creation and content editing beyond metadata, and generic text extraction is only implicit through conversion to markdown.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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