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benseverndev-oss

benseverndev-oss/goldenmatch

PythonMITactive
88Health

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

Stars131
Forks13
Open Issues5
Contributors13
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
13
Popularity
25
#data-cleaning#data-engineering#data-matching#data-quality#deduplication#entity-resolution#fellegi-sunter#fuzzy-matching#knowledge-graph#llm#master-data-management#mcp-server#polars#pprl#python#record-linkage#rust#splink#typescript#zero-config
View on GitHub ↗Issues (5) ↗Pull Requests ↗Wiki ↗

Should you contribute to benseverndev-oss/goldenmatch?

benseverndev-oss/goldenmatch has a FoundDev health score of 88/100, which puts it in the active-and-maintained tier. The maintainer team is shipping recently, issues are being closed, and a PR you open this week has a realistic chance of being reviewed.

Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Python, so prior Python experience will shorten ramp-up.

Licensed under MIT, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

benseverndev-oss88

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

active
13113 contributors5 issues
0d ago

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