# Miso Robotics

**Canonical:** https://apis.io/providers/miso-robotics/  
**Website:** https://www.misorobotics.com/  
**APIs profiled:** 0

Miso Robotics is a Pasadena, California kitchen-automation company that builds AI-powered robotics and restaurant operations software for commercial food service. Its flagship product, Flippy, is an autonomous fry station that uses computer vision and NVIDIA-accelerated motion planning to identify food items, detect doneness and run up to 100 baskets per hour on existing commercial fryers from Frymaster, Henny Penny and Pitco. Miso also ships Zippy (built on the acquired Zignyl platform), a real-time digital shift manager for forecasting, scheduling, task management, incentives and payroll that connects to restaurant point-of-sale systems. Customers include White Castle, Jack in the Box, CaliBurger and Auntie Anne's. Miso publishes no public developer API, no OpenAPI/AsyncAPI contract and no SDKs; its integrations are delivered as private partner connections (Toast, PAR and other POS vendors) arranged through sales, and its public GitHub organization carries ROS/robotics and cloud-infrastructure forks used internally rather than a client-facing API surface.

## Kin Score — 11.0 / 100 (emerging)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (-0.7 from 11.7).

| Facet | Score |
|---|---|
| Discoverability | 50.0 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 2.6 |
| Developer Ergonomics | 7.1 |
| Commercial Clarity | 21.1 |
| Access Clarity | 21.1 |

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |

## Security (1)

- **Miso Robotics Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Robotics, Kitchen Automation, Restaurant, Food Service, Artificial Intelligence, Computer-Vision, Workforce Management, Point-of-Sale

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/miso-robotics/). Scores are computed from the provider's own public artifacts under a published rubric.