Database MCP servers let AI assistants query and manipulate data in PostgreSQL, MySQL, SQLite, MongoDB, Redis, and other databases using plain English — no SQL expertise required. Developers use them to run ad-hoc analyses, debug slow queries, inspect schema changes, and automate migrations inside their existing Claude or Cursor workflow. Most database servers support read-only modes so you can safely point an AI at a production replica without risking accidental writes.