GoldenCheck
by io.github.benseverndev-oss · documents · mcp-server, official-registry
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
Source: https://github.com/benseverndev-oss/goldencheck
Install
git clone https://github.com/benseverndev-oss/goldencheckUse this forAI-extracted
- →Automatically discover and enforce data validation rules from existing datasets without manual schema definition
- →Validate incoming data pipelines against learned patterns to detect anomalies and quality issues
- →Generate data quality benchmarks and scoring reports for data governance audits
Works with
Tags: mcp-server, official-registry
Source: mcp-registry
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Frequently asked questions
How do I install GoldenCheck?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support GoldenCheck?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is GoldenCheck free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.