GoldenMatch

Developer Tools PythonStreamable HTTP v3.13.0

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

View source ↗ Website ↗ Generate config for multiple servers More servers

Install

Pin version registry version 3.13.0

Python
uvx goldenmatch

Python
uvx goldenmatch@3.13.0

Streamable HTTP
https://goldenmatch-mcp-production.up.railway.app/mcp/

Setup by client

Pick your client — the config below is generated for this server (both local and hosted-endpoint forms). Copy respects the “Pin version” switch above.

claude_desktop_config.json

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

{
  "mcpServers": {
    "goldenmatch": {
      "command": "uvx",
      "args": [
        "goldenmatch@3.13.0"
      ]
    }
  }
}

Remote (hosted) endpoint

https://goldenmatch-mcp-production.up.railway.app/mcp/

Claude Desktop: Settings → Connectors → Add custom connector, paste this URL.

Format verified against the official Claude Desktop docs ↗.

terminal

claude mcp add goldenmatch -- uvx goldenmatch

claude mcp add goldenmatch -- uvx goldenmatch@3.13.0

terminal

claude mcp add --transport http goldenmatch https://goldenmatch-mcp-production.up.railway.app/mcp/

Format verified against the official Claude Code docs ↗.

.cursor/mcp.json

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

{
  "mcpServers": {
    "goldenmatch": {
      "command": "uvx",
      "args": [
        "goldenmatch@3.13.0"
      ]
    }
  }
}

.cursor/mcp.json (hosted endpoint)

{
  "mcpServers": {
    "goldenmatch": {
      "url": "https://goldenmatch-mcp-production.up.railway.app/mcp/"
    }
  }
}

Format verified against the official Cursor docs ↗.

.vscode/mcp.json

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

{
  "servers": {
    "goldenmatch": {
      "command": "uvx",
      "args": [
        "goldenmatch@3.13.0"
      ]
    }
  }
}

.vscode/mcp.json (hosted endpoint)

{
  "servers": {
    "goldenmatch": {
      "type": "http",
      "url": "https://goldenmatch-mcp-production.up.railway.app/mcp/"
    }
  }
}

Format verified against the official VS Code docs ↗.

mcp_config.json

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

{
  "mcpServers": {
    "goldenmatch": {
      "command": "uvx",
      "args": [
        "goldenmatch@3.13.0"
      ]
    }
  }
}

mcp_config.json (hosted endpoint)

{
  "mcpServers": {
    "goldenmatch": {
      "serverUrl": "https://goldenmatch-mcp-production.up.railway.app/mcp/"
    }
  }
}

Format verified against the official Windsurf docs ↗.

GitHub

⭐ 133 stars · 最近更新于 16 天前 · MIT license

These star and push figures are for the shared repository — 2 listings on this site point at the same repository.

About this server

GoldenMatch Find the rows in your data that are the same person, company or product. No rules to write, no labelled pairs, no model to train. Zero config entity resolution for Python. Point it at a CSV or a table: it chooses how…

Summary from the project README — github.com/benseverndev-oss/goldenmatch

Distributed as Python, Streamable HTTP, listed under Developer Tools. Review our MCP security guide before granting access to real data.

Frequently asked questions

What does the GoldenMatch MCP server do?

How do I install GoldenMatch?

Run the install command shown above, then paste the config for your client (Claude Desktop, Claude Code, Cursor, VS Code or Windsurf) into its MCP settings and restart the client.

Is GoldenMatch free to use?

The MCP server itself is free to install. The source is public on https://github.com/benseverndev-oss/goldenmatch. Any third-party service it calls may require its own API key and account.

Which clients support GoldenMatch?

Any MCP-compatible client can use it, including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and custom agents.

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