benseverndev-oss
6 servers published under benseverndev-oss. 2 answered our last handshake, 3 did not, and between them they expose 96 tools.
6 servers 2 answering 3 not responding 4 732 installs/wk
GoldenMatch
io.github.benseverndev-oss/goldenmatch
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
GoldenCheck
io.github.benseverndev-oss/goldencheck
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
GoldenFlow
io.github.benseverndev-oss/goldenflow
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
InferMap
io.github.benseverndev-oss/infermap
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
GoldenPipe
io.github.benseverndev-oss/goldenpipe
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.
GoldenAnalysis
io.github.benseverndev-oss/goldenanalysis
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.