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User guide

How to drive Hoptimator from a shell, an application, or an AI agent.

Pick your interface

  • SQL CLI — interactive sqlline shell. Best for ad-hoc exploration, dry-running plans, and writing scripts.
  • JDBC driverjdbc: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.

Reference

  • DDL reference — what CREATE, DROP, PAUSE, RESUME, REFRESH, FIRE accept, and what's intentionally not supported.
  • Hints — runtime overrides for templates and connectors, for both one-off tuning and engine-level passthrough.

Looking for something else

  • 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.