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

106 starspypi: goldenmatchRemote-capable

About GoldenMatch

GoldenMatch is an MCP (Model Context Protocol) server published by benseverndev-oss in the official MCP registry, listed under Search on Loomal. Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

GoldenMatch runs as a hosted remote over streamable-http — MCP clients connect directly to its endpoint, with nothing to install locally. It also ships as a Python package on PyPI (goldenmatch), so any MCP client that can launch a local process can run it.

Development happens in the open at github.com/benseverndev-oss/goldenmatch, where the project has earned 106 GitHub stars.

Use GoldenMatch with your agent

Claude Code · one command
claude mcp add --transport http goldenmatch https://goldenmatch-mcp-production.up.railway.app/mcp/
Claude Desktop, Cursor & other MCP clients · config
{
  "mcpServers": {
    "goldenmatch": {
      "url": "https://goldenmatch-mcp-production.up.railway.app/mcp/"
    }
  }
}
streamable-httphttps://goldenmatch-mcp-production.up.railway.app/mcp/
pypigoldenmatch

Frequently asked questions

What is GoldenMatch?
GoldenMatch is an MCP (Model Context Protocol) server by benseverndev-oss in the Search category. Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
How do I connect GoldenMatch to Claude, Cursor, or another MCP client?
GoldenMatch is a remote MCP server — add its endpoint (https://goldenmatch-mcp-production.up.railway.app/mcp/) to your client's MCP configuration (for example with "claude mcp add", or under "mcpServers" in Cursor's mcp.json) and restart the client.
Is GoldenMatch open source?
Yes — the source code is public at github.com/benseverndev-oss/goldenmatch, with 106 GitHub stars.
Can AI agents pay to use GoldenMatch?
Not yet through Loomal — GoldenMatch is listed as a free directory entry. If its maintainer verifies ownership, they can set per-call USDC pricing that agents pay over x402, with settlement on Base.

Listing data from the official MCP registry and GitHub, refreshed periodically. Not affiliated with the maintainer unless claimed. Maintain GoldenMatch? Claim this listing free by verifying GitHub ownership, or contact us.