What it is
A docs search engine for AI coding agents. It indexes developer documentation and returns ranked, citable evidence packs — not a list of links — over MCP, HTTP, or a CLI.
Sam Search
Documentation search built for AI coding agents — cheap enough to call on every turn, returning evidence instead of links.
Read the introduction See the roadmap
How it works
Ingestion builds an immutable, content-addressed index on cheap object storage. Queries run client-side over cacheable shards, so the marginal cost of a search trends to zero — call it on every turn.
Start here
Section titled “Start here” Introduction What it is and the problem it solves.
Who it's for The real audience.
How it works The flow, end to end.
Roadmap What ships first, and in what order.