roboflow.com publishes an Agentic Resource Discovery manifest at
/.well-known/ai-catalog.json, declaring what an AI agent can call on this domain.
Everything below is read from that file. First seen by our crawler on 31 August 2026.
| Declared resource | Type |
|---|---|
| Roboflow Agent Skills and Plugin Catalognot yet checked Nested catalog for Roboflow's agent-ready computer vision skills and plugin manifests. The repository contains skill instructions and MCP configuration for datasets, annotation, training, evaluation, inference, Workflows, Universe, plans, and Roboflow platf... identifier: urn:air:roboflow.com:catalog:agent-skills | application/ai-catalog+json |
| Roboflow MCP Servernot yet checked Hosted Model Context Protocol server for Roboflow's computer vision platform. Agents can manage projects, datasets, images, annotations, dataset versions, model training and evaluation, Workflows, inference, devices, active learning, Universe search, and pr... identifier: urn:air:roboflow.com:mcp:platform | application/mcp-server-card+json |
| Roboflow Serverless Inference OpenAPInot yet checked OpenAPI 3.1 specification for the Roboflow Inference Server on the serverless host, covering model inference, Workflows, OCR, embeddings, segmentation, large multimodal models, WebRTC session endpoints, and service health checks. endpoint: https://serverless.roboflow.com/openapi.jsonidentifier: urn:air:roboflow.com:openapi:serverless-inference | application/openapi+json |
https://roboflow.com/.well-known/ai-catalog.json, this publisher's own file.
Identifiers are reproduced exactly as published.
Note: this is the pre-v0.91 path. The specification renamed the manifest to /.well-known/ard.json, and most of the ecosystem still serves the older name.
None of these endpoints has been probed for reachability yet, so nothing here says whether they answer.
"Answers" and "no response" describe only whether an endpoint replied when last probed:
services go down and come back, and an entry is demoted rather than removed. None of this
is a trust, quality or safety rating.
https://neuronto.com/search, or connect an agent to https://neuronto.com/mcp.
If this is your domain, the free console shows what a registry
sees when it reads your manifest.