goldenmatch — MCP Server by benseverndev-oss

by benseverndev-oss · MCP Server · ★ 119

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About goldenmatch

🟡 Golden Suite A polyglot data-quality and entity-resolution toolkit. Polished, opinionated, AI-native. GoldenCheck profiles → GoldenFlow standardizes → GoldenMatch deduplicates → GoldenAnalysis reports, all orchestrated by GoldenPipe. With InferMap for schema mapping, a Rust extension layer for Postgres / DuckDB, and optional WebAssembly acceleration behind the edge-safe TypeScript ports. ⚡ GoldenMatch scales from a CSV on your laptop to 100M+ rows on a Ray cluster — verified: 100,000,000 records deduped recall-complete (correct across any partitioning) in 9.2 min, with a 0.36 GB driver footprint. [![CI](https://github.com/benseverndev-oss/goldenmatch/actions/workflows/ci.yml/badge.s

data-cleaningdata-engineeringdata-matchingdata-qualitydeduplicationentity-resolutionfellegi-sunterfuzzy-matchingknowledge-graphllm

Quick Facts

Stars119
Forks13
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score62.2675180113599/100
Open Issues36
Last Updated2026-07-03
Created2026-03-16
Platformsmcp, python
Est. Tokens~20k

Compatible Skills

These tools work well together with goldenmatch for enhanced workflows:

  • meridian — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • dot-claude — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)

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Frequently Asked Questions

What is goldenmatch?

goldenmatch is Zero-config entity resolution & record linkage. The zero-tuning Fellegi-Sunter path beats hand-tuned Splink head-to-head and scales from a CSV to a verified 100M-row dedupe in 9.2 min. Fuzzy/exact/pro. It is categorized as a MCP Server with 119 GitHub stars.

What programming language is goldenmatch written in?

goldenmatch is primarily written in Python. It covers topics such as data-cleaning, data-engineering, data-matching.

How do I install or use goldenmatch?

You can find installation instructions and usage details in the goldenmatch GitHub repository at github.com/benseverndev-oss/goldenmatch. The project has 119 stars and 13 forks, indicating an active community.

What license does goldenmatch use?

goldenmatch is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to goldenmatch?

The top alternatives to goldenmatch on Agent Skills Hub include claude-emporium, paiml-mcp-agent-toolkit, zettelkasten-mcp. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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