goldenmatch

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.

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

Quick Facts

Stars	38
Forks	5
Language	Python
Category	MCP Server
License	MIT
Quality Score	61.2987477385646/100
Open Issues	10
Last Updated	2026-05-15
Created	2026-03-16
Platforms	browser, mcp, python
Est. Tokens	~3967k

Compatible Skills

These tools work well together with goldenmatch for enhanced workflows:

skills — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
clawdata — semantic(0.24)+complementary+rare_topics+similar_pop (52%)
dlt — semantic(0.19)+complementary+rare_topics+same_lang+shared_platform (51%)

More MCP Server Tools

Explore other popular mcp server tools:

ECC ⭐ 226.5k
n8n ⭐ 195.6k
everything-claude-code ⭐ 186.6k
dify ⭐ 148.1k
open-webui ⭐ 143.9k
cc-switch ⭐ 114.6k
gemini-cli ⭐ 105.8k
awesome-mcp-servers ⭐ 90.3k
servers ⭐ 88.1k
lobehub ⭐ 79.6k

View all MCP Server tools →

Popular Python Agent Tools

hermes-agent ⭐ 211.2k · Codex Skill
AutoGPT ⭐ 185.4k · Agent Tool
skills ⭐ 157.3k · Claude Skill
langflow ⭐ 151.3k · Agent Tool
open-webui ⭐ 143.9k · MCP Server

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 38 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/benzsevern/goldenmatch. The project has 38 stars and 5 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.

View on GitHub → Browse MCP Server tools