GoldenCheck

v1.2.0Data Science & MLstable

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

io-github-benzsevern-goldencheckmcpai-integration
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What is GoldenCheck?

GoldenCheck is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to auto-discover validation rules from data — scan, profile, health-score. no rules to write.

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Auto-discover validation rules from data — scan, profile, he

Use Cases

Auto-discover validation rules from raw data.
Profile data health and generate health scores automatically.
Community

Maintainer

LicenseMIT
Languagepython
Versionv1.2.0
UpdatedMay 11, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install goldencheck

Manual Installation

pip install goldencheck

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about GoldenCheck

What is GoldenCheck?

GoldenCheck is a Model Context Protocol (MCP) server that auto-discover validation rules from data — scan, profile, health-score. no rules to write. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install GoldenCheck?

Install via pip with: pip install goldencheck. Then configure your AI client to connect to this MCP server.

Which AI clients work with GoldenCheck?

GoldenCheck works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is GoldenCheck free to use?

Yes, GoldenCheck is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-benzsevern-goldencheck": { "command": "pip", "args": ["install", "goldencheck"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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