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jm333-B

file-insight-mcp

by jm333-B

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    Related Servers

    • F
      license
      Not graded
      quality
      C
      maintenance
      Enables local folder analysis of unstructured documents (PDF, DOCX, PPTX, TXT, SVG, PNG, CSV, XLSX) by extracting structure, reading content, and generating reports, with a strict approval gate before any save operation.
      -
    • F
      license
      A
      quality
      C
      maintenance
      Enables read-only analysis of local unstructured documents by scanning a folder, extracting text and structural metadata, and passing content with truncation and error-awareness to an LLM for summarization.
      9
      1
      -
    • A
      license
      A
      quality
      C
      maintenance
      Enables reading and extracting text from local documents (PDF, Word, Excel, PowerPoint, HWP, Markdown, CSV, etc.) without network access, and provides approval-gated summary saving and file organization.
      11
      MIT
    • F
      license
      A
      quality
      C
      maintenance
      Enables read-only scanning and text extraction from PDF, DOCX, PPTX, SVG, and PNG files in a local folder, providing the raw text to AI models for summarization or analysis without an external LLM API.
      5
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables real-time indexing and semantic search of local documents (PDF, Word, text, Markdown, RTF) using vector embeddings and local LLMs. Monitors folders for changes and provides natural language search capabilities through Claude Desktop integration.
      21
      MIT

    TDQS

    A4.2/5.0

    Scored across 13 tools

    Disambiguation5/5

    Each tool has a distinct role in the workflow: scanning, listing readable docs, reading chunks, extracting outlines/terms, building prompts, validating structure, checking grounding, diffing, previewing, saving, listing saved reports, and reading audit logs. The only potential overlap is scan_folder_structure vs list_target_documents, but their purposes are clearly differentiated (full scan vs. actionable document list). No ambiguity in selection.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (scan_folder_structure, read_document_chunk, extract_key_terms, validate_report_draft, list_saved_reports). Verbs are descriptive and parallel (scan/list/read/extract/build/validate/check/diff/preview/save). No mixed conventions or chaotic naming.

    Tool Count5/5

    13 tools is within the ideal 3-15 range. Each tool supports a specific stage of a coherent workflow (folder analysis → report generation → validation → approval → save → audit). No redundant or trivial tools; the count feels well-scoped for the server's purpose.

    Completeness4/5

    The workflow covers scanning, extraction, prompt building, structural validation, grounding checks, diff, preview, save, list, and audit. The only notable gap is the lack of a tool to read a previously saved report's full content directly (e.g., read_saved_report), though diff_report_against_saved provides partial visibility. This is a minor gap that agents can work around via diff or by reading original documents.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues