The Supabase MCP server acts as a bridge, allowing AI assistants such as GitHub Copilot to interact with your Supabase database. This integration empowers AI to understand your database schema, learn about tables and relationships, aid in writing queries, and provide context-aware suggestions that are relevant to your data model, thus boosting development productivity.