Dataset Cleaner & Exporter
Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.
| Endpoint | https://dataset-cleaner-exporter.nerolabs.workers.dev/mcp (streamable-http) |
|---|---|
| Registry version | 0.1.0 |
| Now | 2 tools · grade D (64) · pin ts_bad9bbb1698a093f72019b695ce034b3 · protocol 2025-06-18 |
| First / last listed | 2026-10-31 02:19 UTC / 2026-10-31 02:19 UTC |
| Grade over time | 2026-10-31: D (64), 2 tools |
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Tools: list_capabilities clean_rows
list_capabilities | Returns the exact cleaning rules (how emails, phone numbers and URLs are detected and normalized), the dedup modes and keep strategies, the order the steps run in, and the maximum rows per call. Call this first if you are unsure how a field will be treated. Free, processes no data. params: none |
clean_rows | Deduplicates, flattens and cleans a list of JSON rows in one call and returns spreadsheet-ready rows (or CSV text) plus a summary with exact counts: rows in, rows added by expansion, duplicates removed, rows dropped by maxItems, rows out, the final column list, per-column fill rates and warnings. Steps, in order: optionally explode one array field into one row per entry; flatten nested objects int params: rows*, dedupMode, dedupKeys, keepStrategy, similarityThreshold, flatten, flattenSeparator, expandArrayField, cleanFields, stripHtml, coerceTypes, emptyToNull, dropEmptyFields, columnsToKeep, columnsToRemove, columnRenameMap, maxItems, outputFormat |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.