check_dataset_quality — Data Quality Gate - deterministic post-scrape cleaner + verdict MCP Tool Read-only
check_dataset_quality
(check dataset quality) is one of 3 tools on the
Data Quality Gate - deterministic post-scrape cleaner + verdict
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call check_dataset_quality from your client
- Claude Code Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality run in your project directory
- Claude Desktop Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality ~/.cursor/mcp.json
- VS Code Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality .vscode/mcp.json
- Zed Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality ~/.config/zed/settings.json
- Windsurf Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality ~/.codeium/windsurf/mcp_config.json
- Cline Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality ~/.gemini/settings.json
- Grok Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality .mcp.json (in your project root)
- ChatGPT Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality Settings → Connectors → Advanced → Developer mode
- Claude.ai Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality Settings → Connectors → Add custom connector
- LangChain Data Quality Gate - deterministic post-scrape cleaner + verdict check_dataset_quality pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport http data-quality-gate https://www.aidatatools.dev/api/mcp_serverOther tools on this server
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.