Messy CSV → tidy CSV, with a report of every change

Tidies a spreadsheet export: removes duplicate rows, trims whitespace (half-width and full-width — Chinese exports are full of 　), unifies the half-dozen ways a

liveverifiedunknown~5s typical

mcpprobednetcafe-tables

$0.0020

per call

plus $0.001 platform fee per run

Open MCP server; Cracked bills routing only

Provider Upstream docs

$Set up https://cracked-ai-pearl.vercel.app/SKILL.md, then use Cracked to run mcp-com-ainetcafe-netcafe-tables /clean_table for me.

Input

Field	Type	Description
url	string	Link to the CSV. Provide this or text.
text	string	The CSV content itself. Provide this or url.
ops	string	Comma-separated, default "dedupe,trim,drop_empty,unify_blank". Also available: split_colum
keep	string	For wide_to_long: comma-separated id columns to keep as-is. Defaults to the first column.
split_column	string	Column name to split (requires ops to include split_column).
split_by	string	Separator to split on, default a single space.

Call it

curl

curl https://cracked-ai-pearl.vercel.app/v1/run \
  -H "Authorization: Bearer ck_live_..." -H "content-type: application/json" \
  -d '{"provider":"mcp-com-ainetcafe-netcafe-tables","endpoint":"/clean_table","input":{}}'

cli

npx cracked-ai run -p mcp-com-ainetcafe-netcafe-tables -e /clean_table -i '{}'

mcp

run_tool({ provider: "mcp-com-ainetcafe-netcafe-tables", endpoint: "/clean_table", input: {} })

Try it

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