SQLForge, a dialect-hopping SQL modernization toolkit

Field notes

SQLForge organizes SQL modernization around dialect-aware translation rather than simple text replacement. Its documented workflow includes full-statement and batch endpoints, syntax validation, schema and calculated-field detection, query splitting, subquery-to-CTE conversion, and optimization passes for joins, aggregations, windows, and CTEs. The page lists 15-plus source dialects, seven-plus cloud targets, and 500-plus claimed function mappings, while noting that the service runs as a FastAPI process with OpenAPI documentation.