goldenmatch

benseverndev-oss/goldenmatch
★ 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"
      ]
    }
  }
}

Or install with pip: pip install goldenmatch

Topics

active-learningagentairflowauto-configdata-engineeringdata-qualitydeduplicationentity-resolutionfuzzy-matchinghuman-in-the-loopllmmcp-servernegative-evidencepolarspprl