MCP servers by benseverndev-oss

benseverndev-oss publishes 5 live MCP servers on GitHub. Listed by trust score; the score reflects each repository's own health, security checks, and documentation.

live servers

avg trust

GoldenCheck

benseverndev-oss

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

GoldenFlow

benseverndev-oss

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

GoldenPipe

benseverndev-oss

One command to validate, transform, and deduplicate — chain GoldenCheck + Flow + Match.

InferMap

benseverndev-oss

Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.

Devpilot

benseverndev-oss

Dev server supervisor for AI coders. CLI + MCP server with 10 tools. Manage lifecycles, detect reloads, check health, recover from crashes.

updated 6 months ago