Koskamo

GoldenMatch MCP

GoldenMatch is a zero-config entity resolution tool that deduplicates, clusters, and matches records across heterogeneous sources. It provides an MCP server interface allowing AI agents to perform data profiling, standardization, and fuzzy matching to create clean golden records from messy input data.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

GoldenMatch MCP logo, by benseverndev-ossCommunity listingLocal stdioSource reviewed; not executedPublished by benseverndev-oss
Vendor documentation

What you can do with it

  • Deduplicate CSV files to create a single clean record per entity
  • Match records across different sources like CRM and billing systems
  • Profile and validate data to discover encoding and format anomalies
  • Standardize messy data formats such as phones, dates, and addresses

Source and maintenance

Community listingRegistry 3.13.0
mcp-registry: io.github.benseverndev-oss/goldenmatch@3.13.0Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

goldenmatch 3.13.0

pypiuvx
goldenmatch package definition
{
  "version": "3.13.0",
  "transport": "stdio",
  "identifier": "goldenmatch",
  "runtimeHint": "uvx",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "goldenmatch-mcp": {
      "command": "uvx",
      "args": [
        "goldenmatch==3.13.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "goldenmatch-mcp": {
      "command": "uvx",
      "args": [
        "goldenmatch==3.13.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "goldenmatch-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "goldenmatch==3.13.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "goldenmatch-mcp": {
      "command": "uvx",
      "args": [
        "goldenmatch==3.13.0"
      ]
    }
  }
}

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