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Material Cleaning MCP

Material Cleaning MCP

by youngiry

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables cleaning clinical-research tables by mapping fields, classifying and normalizing cells, routing confidence-gated decisions to a review queue, and exporting reports and audit logs through an MCP stdio interface.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables cleaning tabular data by detecting duplicates, placeholder nulls, type issues, spelling variants, encryption damage, outliers, and personal data, then applying safe fixes automatically while requiring human approval for risky changes.
      MIT
    • F
      license
      B
      quality
      B
      maintenance
      Enables local analysis, structuring, verification, and formatting of academic, scientific, technical, and professional documents in French, Russian, and English, including secure document import, OCR, search, citation and bibliography management, quality audits, and DOCX/PDF export. Supports consent-based cloud or local AI writing assistance while preserving originals and flagging uncertainties.
      79
      1
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    • A
      license
      A
      quality
      C
      maintenance
      Enables users to check AI-assisted drafts for writing-pattern findings, locally clean selected hidden Unicode and lookalike characters, and optionally request API-key-authorized rewrites.
      3
      MIT