Benseverndev-oss MCP Servers
6 servers published under benseverndev-oss. 0 answered our last handshake, 5 did not, and between them they expose 105 tools.
6 servers 0 answering 5 not responding 1 880 installs/wk
GoldenMatch
by benseverndev-oss
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
GoldenCheck
by benseverndev-oss
Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
GoldenFlow
by benseverndev-oss
Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.
GoldenPipe
by benseverndev-oss
One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.
InferMap
by benseverndev-oss
Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.
GoldenAnalysis
by benseverndev-oss
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.