Comma.ai
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.
Comma.ai is listed with 1 API on the APIs.io network. Tagged areas include Company, Automotive, Self-Driving, Robotics, and Artificial Intelligence.
Comma.ai’s developer surface includes documentation, API reference, getting-started guide, engineering blog, support, pricing, authentication, and 17 more developer resources.
Kin Score
Markets this provider is in provisional
The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.
| Market | Position | Depth | Registered MCP server | Declares compatibility |
|---|---|---|---|---|
| Autonomous Vehicles (self-driving testing, deployment, robotaxi service) | covered | 34.5 (thin) | - | - |
| Home Assistant Custom Integrations (HACS) | covered | 34.5 (thin) | - | - |
| FMCSA Registered Electronic Logging Devices | covered | 34.5 (thin) | - | - |
Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.
APIs 1
Individual APIs this provider publishes, each with its own machine-readable definition.
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 (...
Security Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Get Started 3
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 2
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 4
Pagination, idempotency, versioning, errors, and events
Build 3
SDKs, sample code, and the tooling you integrate with
Access & Security 2
Authentication, authorization, and security posture
Operate 2
Status, limits, changes, and where to get help
Commercial 3
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
Source (apis.yml)
Comma.ai API — frequently asked questions
Does Comma.ai have an API?
Yes. APIs.io lists 1 API from Comma.ai, including comma connect API.
How do I authenticate with the Comma.ai API?
Comma.ai uses bearer-token authentication (http · 2 schemes). The details are profiled on APIs.io as Commaai Authentication.
Is the Comma.ai API ready for AI agents?
Comma.ai has a Kin Score of 32.8 out of 100 (thin) and an Agent Readiness score of 2.5 (human-only), scored by API Evangelist on 2026-10-31.
Work with this as data
Every provider here is available over the APIs.io API and to AI agents over MCP.