Okibi

Okibi reads your OpenAPI spec, GraphQL schema, route handlers or repository and drafts a command set that matches what comparable CLIs, MCP servers and SDKs already do — then adds what none of them cover.

Every command is executed for real in a cloud sandbox rather than merely compiled, and the whole CLI is scored so you know which commands work before you ship.

Each CLI ships with a generated SKILL.md file, so an agent that installs your binary already knows how to operate your product without extra prompt engineering.

Okibi Identity lets an agent provision an account for its user and carry short-lived signed proof of who it acts for on every request, removing the sign-up dead end.

When your product changes, Okibi produces the updated compiled binary and documentation, versioning your CLI alongside your releases.