GoldenMatch

v1.14.0Data Science & MLstable

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

io-github-benzsevern-goldenmatchmcpai-integration
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What is GoldenMatch?

GoldenMatch is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to find duplicate records in 30 seconds. zero-config entity resolution, 97.2% f1 out of the box.

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

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

Features

  • Find duplicate records in 30 seconds. Zero-config entity res

Use Cases

Find duplicate records with zero configuration.
Resolve entities with 97.2% F1 accuracy automatically.
Community

Maintainer

LicenseMIT
Languagepython
Versionv1.14.0
UpdatedMay 11, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install goldenmatch

Manual Installation

pip install goldenmatch

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 GoldenMatch

What is GoldenMatch?

GoldenMatch is a Model Context Protocol (MCP) server that find duplicate records in 30 seconds. zero-config entity resolution, 97.2% f1 out of the box. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install GoldenMatch?

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

Which AI clients work with GoldenMatch?

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

Is GoldenMatch free to use?

Yes, GoldenMatch 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-goldenmatch": { "command": "pip", "args": ["install", "goldenmatch"] } } }

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

Read the full setup guide →

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