Data Quality Gate - deterministic post-scrape cleaner + verdict
by aidatatools.dev in Search & web
Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
https://www.aidatatools.dev/api/mcp_server- Tools
- 3
- open to any client
- Uptime
- 100%
- last 30 days
- Response time
- 273 ms
- 1.7 s slowest 5%
- Last check
- Passed
- 4 h ago, next in 2 h
Reliability
How to connect
Add it to any MCP client that supports remote servers.
{
"mcpServers": {
"data-quality-gate-deterministic-post-scrape-cleaner-verdict": {
"type": "http",
"url": "https://www.aidatatools.dev/api/mcp_server"
}
}
}3 tools
- check_dataset_quality
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…
- clean_scraped_data
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…
- clean_scraped_data_audited
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…
Security scan
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Recent checks
| When | Result | HTTP | Time |
|---|---|---|---|
| 4 h ago | Passed | 200 | 2.3 s |
| 14 h ago | Passed | 200 | 223 ms |
| 23 h ago | Passed | 200 | 269 ms |
| 32 h ago | Passed | 200 | 1.7 s |
| 41 h ago | Passed | 200 | 273 ms |
Show 4 older checks
| 2 days ago | Passed | 200 | 286 ms |
| 2 days ago | Passed | 200 | 266 ms |
| 3 days ago | Passed | 200 | 1.6 s |
| 3 days ago | Passed | 200 | 226 ms |