★ 47 stars
Python
🗄️ Database
Updated 2d ago
Polyglot entity-resolution + data-quality suite. Python toolkit (fuzzy + exact + probabilistic dedupe, identity graph, PPRL, LLM boost) and a full TypeScript port on npm: goldenmatch, goldencheck, goldenflow, infermap, goldenpipe. SQL-native at parity in PostgreSQL and DuckDB. Zero-config auto-tuning, MCP/REST/A2A servers, dbt + Airflow recipes.
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Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Add to claude_desktop_config.json:
{
"mcpServers": {
"goldenmatch": {
"command": "uvx",
"args": [
"goldenmatch"
]
}
}
}
Run in terminal:
claude mcp add goldenmatch uvx goldenmatch
Add to .cursor/mcp.json:
{
"mcpServers": {
"goldenmatch": {
"command": "uvx",
"args": [
"goldenmatch"
]
}
}
}
Or install with pip: pip install goldenmatch
Topics
active-learningagentairflowauto-configdata-engineeringdata-qualitydeduplicationentity-resolutionfuzzy-matchinghuman-in-the-loopllmmcp-servernegative-evidencepolarspprl