SERVER

GoldenMatch

Rank #1020

smithery/benzsevern/goldenmatch

Find and remove duplicate records from CSV files. Deduplicate customer lists, merge patient records, clean CRM data. Works with any CSV � auto-detects columns, no config needed. 30 tools: deduplicate, match across files, explain why records matched, fix bad merges, scan data quality, privacy-preserving linkage. 97.2% accuracy on standard benchmarks. Use from Claude to clean messy data in one conversation.

First listed
Mar 27, 2026
Last publish date
OVERVIEW

GoldenMatch is a Model Context Protocol (MCP) server published by benzsevern. It ranks #1020 of 58,900 servers tracked on MCP Toplist, and its repository has 65 GitHub stars. GoldenMatch is listed on Smithery, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 27, 2026.

STANDING
#1,020of 58,900 tracked serversTop 5%

Ranks ahead of 57,880 of 58,900 servers on MCP Toplist.

CONNECT

Use GoldenMatch

GoldenMatch doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 1 registry

ORGANIZATION

benzsevern

Organization
Total servers
8
Total versions
43
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VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is GoldenMatch?
Find and remove duplicate records from CSV files. Deduplicate customer lists, merge patient records, clean CRM data. Works with any CSV � auto-detects columns, no config needed. 30 tools: deduplicate, match across files, explain why records matched, fix bad merges, scan data quality, privacy-preserving linkage. 97.2% accuracy on standard benchmarks. Use from Claude to clean messy data in one conversation.
Who maintains GoldenMatch?
GoldenMatch is maintained by benzsevern, which publishes 8 MCP servers (43 total versions) tracked on MCP Toplist.
Is GoldenMatch an official MCP server?
GoldenMatch is not on the Official MCP Registry. It is listed on Smithery.
How many versions does GoldenMatch have?
GoldenMatch ships as a single rolling release with no explicit version metadata.
Where can I find the source code for GoldenMatch?
The source code for GoldenMatch is hosted at github.com/benzsevern/goldenmatch.
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