DataQualityForge — Dataset Profiling, Schema Validation, Duplicate Detection & Drift Reports

Description

Data quality execution engine for developers, data teams and operators. Profile datasets for fields, types, null rates, uniqueness and anomalies; validate records against declared schemas and required fields; detect exact duplicate records using identity keys; scan for likely emails, phones and sensitive identifiers without returning raw values; compare current profiles with baselines to detect schema, field and null-rate drift; and generate quality scores with PASS, REVIEW or HOLD downstream import decisions and prioritized repair actions. Raw sensitive values are not returned or persisted. Review findings before modifying or importing data.

Community Metrics

Categories

• mcp

Tags

• mcp
• smithery

Capabilities

• remote

Information