MCP connectors by io.github.benseverndev-oss

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.