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Arvindh95Censof

grp-docx-mcp

by Arvindh95Censof
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Python
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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    C2.9/5.0

    Scored across 227 tools

    Disambiguation1/5

    Numerous near-duplicate tools make selection treacherous: accept_change/accept_changes/accept_all_changes, generate_list_of_figures/generate_tof, generate_list_of_tables/generate_tot, get_headings/get_document_outline, compare_documents/diff_to_text, and set_image_alt_text/set_alt_text all perform essentially the same operations with minor parameter differences. The specialized insert_date_field/insert_page_number_field/insert_merge_field tools also duplicate what add_field already covers. An agent cannot reliably distinguish these without reading full argument lists.

    Naming Consistency4/5

    The overwhelming majority of tools follow a consistent verb_noun snake_case pattern (get_, set_, add_, delete_, update_, insert_, create_), which is a strong convention across 227 tools. Minor outliers like xpath_query, bates_number, csv_to_table, and table_to_csv deviate slightly but are still readable and do not undermine the overall pattern.

    Tool Count1/5

    227 tools is an extreme count, far beyond even the 50+ threshold the calibration identifies as a mismatch. Even for a broad domain like DOCX manipulation, this flat namespace is unmanageable and should be split into focused servers (e.g., tracked-changes, tables, formatting, templates) or namespaced submodules. The bloat directly causes the disambiguation failures.

    Completeness5/5

    The domain surface is exhaustively covered: full lifecycle tools for text, paragraphs, runs, tables, images, headers/footers, footnotes/endnotes, comments, tracked changes, styles, fields, bookmarks, hyperlinks, content controls, sections, properties, charts, and equations, plus redaction, sanitization, accessibility checking, PDF conversion, and document comparison. There are no obvious dead ends or missing CRUD operations—if anything, the surface over-covers due to redundancy.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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