Why this workflow exists
Most database questions are one-offs: a count, a breakdown, a “did this migration actually work”. Writing the SQL by hand for each is slow, and a raw chatbot will hallucinate column names. A database MCP server lets Claude read your real schema first, then write a query that actually runs — and it always shows you the query, so nothing happens behind your back.
Pick the server that matches where your data lives. The steps are the same whether it’s a local SQLite file or a managed cloud Postgres.