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paperless-ngx-mcp

by cubinet-code
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      Enables managing Paperless-NGX documents, tags, correspondents, and document types via natural language. Supports document searching, downloading, uploading, and bulk editing.
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    • paperless-ngx-mcp

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    • Paperless MCP

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    • paperless-mcp

      tiziano5
      A
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      Connects Claude to a self-hosted Paperless-ngx document archive, enabling natural language search, retrieval, and taxonomy browsing of documents.
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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

    A3.6/5.0

    Scored across 108 tools

    Disambiguation4/5

    Most tools follow a clear resource+action pattern with detailed descriptions that distinguish them, but the sheer scale and a few near-overlapping pairs (list_documents vs search_documents, update_document vs edit_documents_bulk, get_document_suggestions vs get_document_ai_suggestions) could cause misselection without careful reading.

    Naming Consistency4/5

    Names are predominantly consistent verb_noun snake_case (list_documents, create_tag, update_document, delete_tag, edit_documents_bulk), with only minor deviations like post_document, restore_from_trash, empty_trash, and merge_documents_as_versions that don't undermine the overall pattern.

    Tool Count2/5

    At 108 tools, this is far beyond the 25+ threshold that already feels heavy, and the volume risks overwhelming agents even though the Paperless-ngx domain is broad. The exhaustive endpoint-by-endpoint design explains the count, but it would benefit from consolidation into fewer multi-purpose tools.

    Completeness5/5

    The surface is remarkably complete, covering documents (single, bulk, versions, notes, trash, share links, downloads, previews), search, tasks, workflows, mail accounts/rules, and all configuration objects. The only minor gap is a missing update operation for document notes, which is easily worked around.

    Maintenance

    ActivityNo data
    ResponsivenessUnresponsive

    Resources