goldenmatch

Name: benseverndev-oss/goldenmatch
Author: benseverndev-oss

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

MCP ServersOfficial Registry131 stars13 forks● PythonMITUpdated today

ClaudeWave Trust Score

97/100

✓ Verified

Passed

✓Open-source license (MIT)
✓Actively maintained (<30d)
✓Healthy fork ratio
✓Clear description
✓Topics declared

Last scanned: 9/11/2026

Install in Claude Code / Claude Desktop

Method: UVX (Python) · goldenmatch

Claude Code CLI

claude mcp add goldenmatch -- uvx goldenmatch

claude_desktop_config.json (Claude Desktop)

{
  "mcpServers": {
    "goldenmatch": {
      "command": "uvx",
      "args": ["goldenmatch"]
    }
  }
}

1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).

2. Replace any <placeholder> values with your API keys or paths.

3. Restart Claude. The MCP server and its tools appear automatically.

💡 Package name inferred from the repository name. Verify it exists on PyPI, or clone https://github.com/benseverndev-oss/goldenmatch and follow its README.

Use cases

Data & DB Dev Tools AI / ML

About

MCP Servers overview

README preview not available. Visit the repo on GitHub for full documentation.

Topics

data-cleaningdata-engineeringdata-matchingdata-qualitydeduplicationentity-resolutionfellegi-sunterfuzzy-matchingknowledge-graphllmmaster-data-managementmcp-serverpolarspprlpythonrecord-linkagerustsplinktypescriptzero-config

Frequently asked

What people ask about goldenmatch

What is benseverndev-oss/goldenmatch?

benseverndev-oss/goldenmatch is mcp servers for the Claude AI ecosystem. Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST. It has 131 GitHub stars and its last recorded update is dated 2026-09-11.

How do I install goldenmatch?

You can install goldenmatch by cloning the repository (https://github.com/benseverndev-oss/goldenmatch) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is benseverndev-oss/goldenmatch safe to use?

Our security agent has analyzed benseverndev-oss/goldenmatch and assigned a Trust Score of 97/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains benseverndev-oss/goldenmatch?

benseverndev-oss/goldenmatch is maintained by benseverndev-oss. The last recorded GitHub activity is dated 2026-09-11, with 4 open issues.

Are there alternatives to goldenmatch?

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

1-click deploy

Deploy goldenmatch to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

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Markdown (README)

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HTML

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