goldenmatch

About goldenmatch

Polyglot entity-resolution + data-quality toolkit. Zero-config auto-config (negative-evidence + Path Y) hits DQbench composite 91.04 (T3 53.8% → 85.5%). Holds 0.96 DBLP-ACM, 0.94 Febrl3, 0.97 NCVR. GoldenCheck → GoldenFlow → GoldenMatch → GoldenPipe. MCP per package, multi-arch containers, Airflow DAGs, browser workbench.

active-learning agent airflow auto-config data-engineering data-quality deduplication entity-resolution fuzzy-matching human-in-the-loop

Quick Facts

Stars	45
Forks	8
Language	Python
Category	MCP Server
License	MIT
Quality Score	33.15/100
Open Issues	6
Last Updated	2026-05-22
Created	2026-03-16
Platforms	browser, mcp, python
Est. Tokens	~3959k

Compatible Skills

These tools work well together with goldenmatch for enhanced workflows:

goldenmatch — semantic(1.00)+rare_topics+same_lang+similar_pop+shared_platform (70%)
meridian — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
dataops-observability-agents — semantic(0.15)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
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 Polyglot entity-resolution + data-quality toolkit. Zero-config auto-config (negative-evidence + Path Y) hits DQbench composite 91.04 (T3 53.8% → 85.5%). Holds 0.96 DBLP-ACM, 0.94 Febrl3, 0.97 NCVR. Go. It is categorized as a MCP Server with 45 GitHub stars.

What programming language is goldenmatch written in?

goldenmatch is primarily written in Python. It covers topics such as active-learning, agent, airflow.

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 45 stars and 8 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.

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