How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Roboflow

Roboflow is a computer vision platform used by over one million engineers to annotate images, train custom models, and deploy them to production from the cloud to the edge. The platform spans dataset management and AI-assisted labeling, model training (RF-DETR, YOLO and NAS architectures), evaluation with mAP and confusion-matrix analysis, and low-code Workflows that compose models with logic and visualization into deployable pipelines. Deployment options include a serverless hosted inference API, dedicated deployments, batch processing, self-hosted Docker inference servers, in-browser inference, and managed edge devices. Roboflow Universe publishes a large open library of community datasets and models. Developers reach the platform through a REST API, a Python SDK and CLI, an OpenAPI-described inference server, and a hosted OAuth-protected MCP server paired with first-party Agent Skills.

agent ready

Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.

Kin Score

API Evangelist profiles Roboflow the way a machine reads it — 59 machine-readable artifacts across 26 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Roboflow scores 59.0/100 (strong), with a separate agent-readiness read of 46/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 59.0/100 · strong
Contract Quality 11.9 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.9 / 13
Governance 2.5 / 12
Discoverability 9.3 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Roboflow Kin Score — API readiness rating by API Evangelist

Put this on your own site. The badge is drawn live from Roboflow's current Kin Score — paste it once and it updates itself every time the score is recomputed. It follows your visitor's light or dark setting, and it links back here so anyone who sees it can read the full breakdown.

<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/roboflow/"
   title="Roboflow on API Evangelist — API profile and Kin Score">
  <img src="https://apis.io/badge/roboflow.svg"
       alt="Roboflow Kin Score — API readiness rating by API Evangelist" width="150" height="150" loading="lazy">
</a>

More shapes, themes and sizes → · Score as JSON · How badges work

How we profile Roboflow

Each block below is one kind of artifact we hold for Roboflow. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 26

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

Roboflow REST API

The authoritative management interface to the Roboflow platform — workspaces, projects, dataset versions, image upload and annotation, training jobs, model evaluations, Workflow...

Roboflow MCP Server

Roboflow's hosted, remote Model Context Protocol server. Exposes 67 tools across agent chat, projects, images, annotation, batches, dataset versions, model training, model evalu...

Roboflow Clip API

The Clip API from Roboflow — 3 operation(s) for clip.

Roboflow Dashboard.html API

The Dashboard.html API from Roboflow — 1 operation(s) for dashboard.html.

Roboflow Doctr API

The Doctr API from Roboflow — 1 operation(s) for doctr.

Roboflow Easy Ocr API

The Easy Ocr API from Roboflow — 1 operation(s) for easy ocr.

Roboflow Gaze API

The Gaze API from Roboflow — 1 operation(s) for gaze.

Roboflow Grounding Dino API

The Grounding Dino API from Roboflow — 1 operation(s) for grounding dino.

Roboflow Healthz API

The Healthz API from Roboflow — 1 operation(s) for healthz.

Roboflow Infer API

The Infer API from Roboflow — 4 operation(s) for infer.

Roboflow Info API

The Info API from Roboflow — 1 operation(s) for info.

Roboflow Initialise Webrtc Worker API

The Initialise Webrtc Worker API from Roboflow — 1 operation(s) for initialise webrtc worker.

Roboflow Logs API

The Logs API from Roboflow — 1 operation(s) for logs.

Roboflow Metrics API

The Metrics API from Roboflow — 1 operation(s) for metrics.

Roboflow Model API

The Model API from Roboflow — 1 operation(s) for model.

Roboflow Ocr API

The Ocr API from Roboflow — 2 operation(s) for ocr.

Roboflow Owlv2 API

The Owlv2 API from Roboflow — 1 operation(s) for owlv2.

Roboflow Perception Encoder API

The Perception Encoder API from Roboflow — 3 operation(s) for perception encoder.

Roboflow Readiness API

The Readiness API from Roboflow — 1 operation(s) for readiness.

Roboflow Roboflow Inference Server API

The Roboflow Inference Server API from Roboflow — 1 operation(s) for roboflow inference server.

Roboflow Sam API

The Sam API from Roboflow — 2 operation(s) for sam.

Roboflow Sam2 API

The Sam2 API from Roboflow — 2 operation(s) for sam2.

Roboflow Sam3 3d API

The Sam3 3d API from Roboflow — 1 operation(s) for sam3 3d.

Roboflow Sam3 API

The Sam3 API from Roboflow — 3 operation(s) for sam3.

Roboflow Webrtc API

The Webrtc API from Roboflow — 2 operation(s) for webrtc.

Roboflow Yolo World API

The Yolo World API from Roboflow — 1 operation(s) for yolo world.

Scroll within the panel for all 26 ·

Open Collections 26

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Scroll within the panel for all 26 ·

MCP Servers 1

Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.

Model Context Protocol servers that expose these APIs to AI agents.

roboflow-mcp.yml

MCP SERVER

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Roboflow Rate Limits

3 limits

RATE LIMITS

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Roboflow Authentication

apiKey/http/oauth2/openIdConnect · 5 schemes

SECURITY

Roboflow Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Roboflow Trust Center

SOC 2, HIPAA

SECURITY

Scopes 1

OAuth scopes are the vocabulary of least-privilege access. Profiling them shows exactly what an integration — or an agent acting on a user's behalf — is allowed to do.

OAuth scopes governing access to this provider's APIs.

Roboflow Scopes

67 scopes · authorizationCode

67 scopes

SCOPES

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Roboflow Agentic Access

39 operations · 30 acting

39 operations · 30 acting

AGENTIC

Resources

Every other property we hold for Roboflow — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Get Started 3

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

Build 4

SDKs, sample code, and the tooling you integrate with

Commercial 3

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Other 1

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/roboflow · machine-readable index on apis.io

Where this information came from

This is an independent, third-party profile of Roboflow, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.

The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.

Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.

info@apievangelist.com · Read the full data-sourcing policy →
On a security or compliance team? Put security in the subject line and you will get a person, not a form — we will tell you exactly which public URLs this profile was built from.