OrionBelt Analytics functions as an MCP server that intelligently processes relational database schemas. It automatically generates RDF/OWL ontologies embedded with SQL mappings, enabling relationship-aware Text-to-SQL queries that prevent common issues like fan-traps. The server integrates GraphRAG for advanced semantic schema discovery, offers robust Ontology-Based Query Check (OBQC) for deterministic SQL validation, and supports interactive data visualization, making complex data interaction accessible via any MCP-compatible AI client.