Manus records 19,195,779 monthly visits with -1.7% month-over-month growth and Free Trial pricing. Okibi records 0 monthly visits with 0% growth and Freemium pricing.
Autonomous runs consume credits and can pursue the wrong approach if the brief is vague
–Complex tasks benefit from human review at checkpoints
–Output quality varies by task type, especially outside common formats
Okibi
Turn your product into a CLI, and agents into customers
CLI generated from your product
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.
Sandbox verification, not just compilation
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.
Agent-ready skill file
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.
Built-in identity for agent sign-ups
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.
Strengths & Pros
+Generates a working CLI from specs or existing code, so you avoid hand-writing an agent interface
+Verification happens by running commands in a cloud sandbox rather than trusting a compile step
+Generated SKILL.md means agents can use your product without bespoke prompting
+
Okibi Identity removes the sign-up interruption that stalls most autonomous agent workflows
+Repo access is read-only and revocable through a GitHub App you control
+Clear upgrade path from a free single-repo tier to production plans
Limitations
–Free plan is limited to one private beta CLI and 1,000 commands per month
–Agents still need an installed CLI or terminal access, so non-technical end users are out of scope
–Pro pricing scales with authenticated agent users and command volume, which is hard to forecast early
–Source access and self-hosting sit behind the Pro and Enterprise tiers
Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.
Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.
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