Summarize changes
summarize_changesRead-only
Use this when the user has two versions of a spreadsheet and wants a summary rather than a full list: "how many prices went up", "which columns changed the most", "biggest changes between these two files", "average price increase". Returns counts (changed, added, removed rows), per-column statistics (cells changed, increases, decreases, total and average percent change, largest increase and decrease) and the biggest single changes, with the same Excel and CSV downloads. Use compare_spreadsheets for the row-by-row list. Does not forecast or explain why values changed.
Tool call template
This tool declares no required parameters. Add optional parameters from the input schema as needed.
{
"id": 1,
"jsonrpc": "2.0",
"method": "tools/call",
"params": {
"arguments": {},
"name": "summarize_changes"
}
}Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| new_file | No | The NEWER version (CSV, TSV or Excel .xlsx), e.g. pricelist_2026Q4.xlsx or roster-october.csv. | |
| old_file | No | The OLDER version (CSV, TSV or Excel .xlsx), e.g. pricelist_2026Q3.xlsx or roster-september.csv. | |
| new_sheet | No | Sheet (tab) to read from the new workbook, e.g. Prices Q4. | |
| new_table | No | Instead of new_file: the newer version pasted as CSV/TSV text with a header row, e.g. "SKU,Price\nA1,10.50\nC3,7.00". | |
| old_sheet | No | Sheet (tab) to read from the old workbook, e.g. Prices Q3. Default: the sheet with the same name as in the new workbook, else the first sheet with data. | |
| old_table | No | Instead of old_file: the older version pasted as CSV/TSV text with a header row, e.g. "SKU,Price\nA1,10.00\nB2,5.00". | |
| column_map | No | Old column name -> new column name for renamed columns, e.g. {"Unit Price": "Price (USD)"}. Turns off automatic rename detection. | |
| ignore_case | No | Treat ABC and abc as equal, e.g. true. Default false. | |
| key_columns | No | Column(s) that identify a row, to override the automatic key, e.g. ["SKU"] or ["Store", "Product code"]. | |
| header_row_new | No | Row number of the column headings in the new file, e.g. 3. | |
| header_row_old | No | Row number of the column headings in the old file when it is not detected, e.g. 3 when two title rows come first. | |
| ignore_columns | No | Columns to leave out of the comparison, e.g. ["Last updated", "Notes"]. | |
| normalize_dates | No | Compare dates by calendar day, so 2026-03-05, 3/5/2026 and an Excel date serial are equal, e.g. true (default). | |
| trim_whitespace | No | Ignore leading/trailing and repeated spaces, e.g. true (default). | |
| numeric_tolerance | No | Numbers that differ by this much or less count as equal, e.g. 0.01 to ignore rounding by a cent. Default 0. | |
| detect_key_changes | No | Report a removed row and an added row whose other values are identical as one key change (e.g. a SKU renumbered), e.g. true (default). | |
| compare_row_numbers | No | Compare a running row-number column (#, Row, No.: 1, 2, 3...) like any other column, e.g. true. Default false: it shifts whenever a row is inserted, so it is skipped with a note. | |
| compare_numbers_as_values | No | Compare numbers by value so "1,200.00" equals 1200, e.g. true (default). Codes with leading zeros (00123) stay text. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| key | Yes | ||
| files | Yes | ||
| notes | Yes | ||
| counts | Yes | ||
| columns | Yes | ||
| by_column | Yes | ||
| downloads | Yes | ||
| added_preview | Yes | ||
| complete_list | Yes | ||
| excluded_rows | Yes | ||
| biggest_changes | Yes | ||
| changes_preview | Yes | ||
| removed_preview | Yes | ||
| key_changes_preview | Yes |