Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
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https://www.aidatatools.dev/api/mcp_server3 tools · 123mscheck_dataset_qualityCall this before using any dataset. Returns a deterministic quality verdict (RELIABLE / USABLE_WITH_CLEANING / UNRELIABLE) with exact facts: completeness, nulls, type consistency, impossible values, duplicates, outliers, and (on financial/trading data) cross-source price divergence. 100% determinis…Call this before using any dataset. Returns a deterministic quality verdict (RELIABLE / USABLE_WITH_CLEANING / UNRELIABLE) with exact facts: completeness, nulls, type consistency, impossible values, duplicates, outliers, and (on financial/trading data) cross-source price divergence. 100% determinis…
| Parameter | Type | Description |
|---|---|---|
| rawJson | — | The dataset: a JSON array of row objects, or a single object. |
| datasetId | string | An Apify dataset id. Not resolvable on this deployment; pass rawJson instead. |
clean_scraped_dataPAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key. It returns {"status": "payment_required", "what_we_found_in_your_data": {...}, "get_the_repaired_data": {...}}. Do not treat its output as cleaned data and do…PAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key. It returns {"status": "payment_required", "what_we_found_in_your_data": {...}, "get_the_repaired_data": {...}}. Do not treat its output as cleaned data and do…
| Parameter | Type | Description |
|---|---|---|
| rawJson* | — | The scraper output: a JSON array of row objects, a single object, or a CSV/plain-text string. The format is detected and the output mirrors the shape you sent. |
| options | object | All optional. Every default is the safe one: with no options, the row count, every value's type, and the schema are all guaranteed unchanged. |
clean_scraped_data_auditedPAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key. It returns {"status": "payment_required", "what_we_found_in_your_data": {...}, "get_the_repaired_data": {...}}. Do not treat its output as cleaned data and do…PAID TIER, CALLED FROM A FREE ENDPOINT -- READ THIS FIRST: this tool does NOT return your cleaned data, and its response has NO `data` key. It returns {"status": "payment_required", "what_we_found_in_your_data": {...}, "get_the_repaired_data": {...}}. Do not treat its output as cleaned data and do…
| Parameter | Type | Description |
|---|---|---|
| rawJson* | — | The scraper output: a JSON array of row objects, a single object, or a CSV/plain-text string. The format is detected and the output mirrors the shape you sent. |
| options | object | All optional. Every default is the safe one: with no options, the row count, every value's type, and the schema are all guaranteed unchanged. |
3 of 3 tools published a description.
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Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
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