io.github.aidatatools-dev/data-quality-gate

up checked 2026-11-11T04:38:50.749Z

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Publisher-provided title

Data Quality Gate - deterministic post-scrape cleaner + verdict

Publisher-provided description

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

Summary by lookupd

Cleans scraped datasets deterministically (encoding, HTML, invisible characters) and returns a quality verdict; some cleaning tools are…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http data-quality-gate https://www.aidatatools.dev/api/mcp_server

Codex, remote (streamable-http)

codex mcp add data-quality-gate --url https://www.aidatatools.dev/api/mcp_server

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "data-quality-gate": {
      "url": "https://www.aidatatools.dev/api/mcp_server"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (3 tools)

Publisher-provided text

• 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"

Details

• Version: 0.3.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 430 ms
• First indexed: 2026-11-01T09:19:19.220Z
• Last seen in registry: 2026-11-01T09:19:19.240Z
• Website: https://www.aidatatools.dev/llms.txt

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