Single functions - a calculator, a search, a SQL runner - with typed inputs.
Tools are the concrete actions a model or agent can take, described so the router knows when to reach for them. Wire them into your own agents or let a plan call them when a request needs a real computation, not a guess.
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.