Okibi Launches on YC: Turns Your Product Into a CLI for AI Agents

ycombinator · x · 2026-09-11

Okibi, launching on YC, converts products into CLIs so AI agents can use them like human users. It reads your codebase, researches competitor CLIs/MCP servers/SDKs, designs and scores a command set, then verifies every command with structured JSON output, named-fix errors, write dry-runs, and real sandbox execution. Its pitch: MCP has too many tools for agents to pick correctly, APIs get built wrong call-by-call, while CLIs are prebuilt and reliable.

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