How to drive Hoptimator from a shell, an application, or an AI agent.
- SQL CLI — interactive sqlline shell. Best for ad-hoc exploration, dry-running plans, and writing scripts.
- JDBC driver —
jdbc:hoptimator://for any JVM application. The CLI and the MCP server both sit on top of it. - MCP server — Model Context Protocol server for AI agents and IDEs. Wraps the JDBC driver in a fixed set of MCP tools.
- DDL reference — what
CREATE,DROP,PAUSE,RESUME,REFRESH,FIREaccept, and what's intentionally not supported. - Hints — runtime overrides for templates and connectors, for both one-off tuning and engine-level passthrough.
- Operating Hoptimator on Kubernetes (CRDs, configuration, the operator): Kubernetes guide (coming soon).
- Adding a new database, connector, deployer, or validator: Extending Hoptimator (coming soon).
- Background reading and case studies: Learn more.