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io.github.sqlsure/sqlsure

Official

by sqlsure ยท Python

Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.

sqlsure โ€” Semantic SQL Inspector MCP Server

The MCP server io.github.sqlsure/sqlsure provides semantic SQL inspection to catch issues that may not surface as execution errors. Its description highlights detection of double-counting, wrong joins, and potential PII exposure before a query is executed.

๐Ÿ› ๏ธ Key Features

  • Semantic SQL validation focused on logic errors
  • Detects double-counting
  • Detects wrong joins
  • Flags potential PII exposure

๐Ÿš€ Use Cases

  • Reviewing AI-generated or programmatically generated SQL before running
  • Preventing silently incorrect query results (e.g., revenue double-counting)

โšก Developer Benefits

  • Earlier identification of correctness and privacy risks
  • Helps ensure returned values are semantically right, not just error-free

โš ๏ธ Limitations

  • No tool count or specific supported operations are provided in the available source data