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file-analysis

by goods9999-ai
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    • file-analysis-mcp

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    • MCP_Documents

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      Enables local, offline document extraction and manipulation—PDF first but also HTML, DOCX, XLSX, PPTX, EML, EPUB, Markdown, and plain text—through tools for probing, locating, extracting, converting, assembling, OCR, protecting, and redacting documents, with nothing leaving the machine.
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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

    A4.7/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: listing roots, scanning folders, inspecting documents, reading text, reading images, building prompts, checking grounding, previewing saves, and saving reports. There is no overlap or ambiguity between tools; even closely related tools like read_document and read_document_image are explicitly differentiated by content type (text vs. image).

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case: list_allowed_roots, scan_folder, inspect_document, read_document, read_document_image, build_analysis_prompt, check_summary_grounding, preview_save_report, save_approved_report. The minor compound in preview_save_report still reads predictably, and there is no mixing of conventions.

    Tool Count5/5

    With 9 tools, the set is well-scoped for a file-analysis and report-generation server. It covers the full pipeline from discovery (list_allowed_roots, scan_folder) through inspection and reading (inspect_document, read_document, read_document_image) to authoring and publishing (build_analysis_prompt, check_summary_grounding, preview_save_report, save_approved_report), with each tool earning its place.

    Completeness5/5

    The tool surface provides a complete workflow for analyzing documents and producing grounded reports: it includes discovery, inspection, reading (text and images), prompt building, grounding verification, save preview, and final save. There are no obvious gaps; even edge cases like scanned PDFs are handled via read_document_image, and the save pipeline includes a human-approval gate.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources