# Comma.ai

**Canonical:** https://apis.io/providers/commaai/  
**Website:** https://comma.ai  
**APIs profiled:** 1

Comma.ai builds openpilot, an open-source driver-assistance / robotics operating system that runs on comma hardware (comma 3X, comma four) and upgrades adaptive cruise control and lane centering on 300+ supported cars. Alongside the open-source stack, comma operates the comma connect cloud platform and a documented JWT-authenticated REST API (api.commadotai.com) that exposes device management, driving routes and segments, video and log access, real-time device communication via athena, comma prime billing, and turn-by-turn navigation. Backed by a16z, comma also publishes large open driving datasets (comma2k19, commaVQ) and the opendbc "Python API for your car." This profile catalogs comma's public developer surface for the API Evangelist network.

## Kin Score — 31.0 / 100 (thin)

Scored 2026-08-30 under rubric 0.17.2. Trend: flat (+0.0 from 31.0).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 0.0 |
| Governance | 4.5 |
| Contract Governance | 4.5 |
| Operational Transparency | 18.4 |
| Developer Ergonomics | 64.3 |
| Commercial Clarity | 38.2 |
| Access Clarity | 38.2 |

## Agent readiness — 2.5 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | bearer |
| 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 |

## Access

Self-serve signup — onboarding: self-serve, pricing: unknown, trial: no (confidence: medium).

## APIs (1)

- **comma connect API** — The comma connect API is a JWT-authenticated REST API for comma / openpilot users and devices. It exposes the authenticated user profile and device list, per-device operations (...

## MCP servers (1)

- **comma connect (candidate)**

## Security (2)

- **Commaai Authentication** — http · 2 schemes
- **Commaai Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Automotive, Self-Driving, Robotics, Artificial Intelligence, Machine-Learning, Open-Source, Connected Vehicles, Telematics, Developer API

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