Description
Clean large spreadsheets without turning “fixing” into guessing
Sheet Fix is designed for Excel and CSV files with thousands of rows containing duplicates, hidden whitespace, inconsistent capitalization, malformed phone or email fields, mixed date formats and categories written several different ways. The host agent analyzes the file while local MCP utilities apply deterministic operations to structured rows.
Separate safe transformations from ambiguous decisions
Removing repeated whitespace or normalizing an unambiguous date can be automated. Deciding that “ACME Ltd” and “ACME Services” are the same company may require context. Sheet Fix keeps that distinction clear: it applies explicit rules, generates duplicate candidates from selected keys and leaves uncertain cases for review. Every transformation can be recorded in a change report.
Keep the source intact
The workflow is designed to produce a new cleaned output plus an explanation of what changed. It should not silently overwrite the original file or claim an email address is deliverable simply because its syntax is valid. The goal is consistent, usable data with traceability and an easy path for reviewing exceptions.


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