Data Quality Gate - deterministic post-scrape cleaner + verdict

Name: Data Quality Gate - deterministic post-scrape cleaner + verdict
Author: aidatatools-dev

MCP serverMCP

Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.

by aidatatools-devhomepage ↗v0.3.0

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Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability109/109 checks ok

when	check	result	http	latency	detail
38 min ago	mcp initialize	ok	200	2073 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
8 h ago	mcp initialize	ok	200	191 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
14 h ago	mcp initialize	ok	200	149 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
20 h ago	mcp initialize	ok	200	1377 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
27 h ago	mcp initialize	ok	200	1666 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
34 h ago	mcp initialize	ok	200	1409 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
2 d ago	mcp initialize	ok	200	164 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
2 d ago	mcp initialize	ok	200	176 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
2 d ago	mcp initialize	ok	200	1413 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools
3 d ago	mcp initialize	ok	200	196 ms	server data-quality-gate 0.1.0 · protocol 2025-06-18 · 3 tools

Tools observed via MCP handshake

check_dataset_quality — Call this before using any dataset. Returns a deterministic quality verdict (RELIABLE / USABLE_WITH_CLEANING / UNRELIABLE) with exact facts: completeness, nulls
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"
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"

Declared by sources

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No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

Provenance

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Official MCP Registryio.github.aidatatools-dev/data-quality-gate

first seen 1 mo ago · fetched 3 d agoopen ↗

Field history (6 recent events)

1 mo ago · declared · summary → "Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict."
1 mo ago · declared · description → "Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict."
1 mo ago · declared · publisherName → "aidatatools-dev"
1 mo ago · declared · homepageUrl → "https://www.aidatatools.dev/llms.txt"
1 mo ago · declared · version → "0.3.0"
1 mo ago · declared · protocols → ["mcp"]

This record is unclaimed

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