Roboflow · Agentic Access
Roboflow Agentic Access
x-agentic-access
generated
Roboflow exposes 39 API operations that an AI agent could call, of which 30 are state-changing ‘acting’ operations. This is a recommended x-agentic-access execution contract — the scope, audience, consequence tier, short-lived token constraints, and escalation each action should carry before it is handed to an autonomous agent.
By consequence: 9 read and 30 write.
Contracts are classified heuristically from the provider’s OpenAPI and refresh on every APIs.io network build; audience is bound per deployment. The model follows Curity’s Access Intelligence (apidays Munich 2026). Browse every provider’s agent contracts at agentic-access.apis.io.
Computer VisionMachine LearningArtificial IntelligenceObject DetectionImage AnnotationModel TrainingInferenceMLOpsEdge AIDatasets
Operations: 39
Acting: 30
Human-in-the-loop: 0
Method: generated
By consequence
read 9
write 30
Source
Agentic Access
generated: '2026-08-02'
method: generated
source: openapi/roboflow-inference-openapi.json
description: Recommended x-agentic-access execution contracts, classified heuristically from
the OpenAPI. A governance starting point for exposing this API to AI agents — review and bind
audience per deployment. See research/curity/agentic-governance/.
summary:
operations: 39
by_action_class:
connected: 9
acting: 30
by_consequence:
read: 9
write: 30
human_in_the_loop_required: 0
operations:
- path: /metrics
method: get
operationId: metrics_metrics_get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /info
method: get
operationId: root_info_get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /logs
method: get
operationId: get_logs_logs_get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /model/registry
method: get
operationId: registry_model_registry_get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /infer/lmm
method: post
operationId: infer_lmm_infer_lmm_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /infer/lmm/{model_id}
method: post
operationId: infer_lmm_with_model_id_infer_lmm__model_id__post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /initialise_webrtc_worker
method: post
operationId: initialise_webrtc_worker_initialise_webrtc_worker_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /webrtc/session/heartbeat
method: post
operationId: webrtc_session_heartbeat_webrtc_session_heartbeat_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /webrtc/session/heartbeat/end
method: post
operationId: webrtc_session_end_webrtc_session_heartbeat_end_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /readiness
method: get
operationId: readiness_readiness_get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /healthz
method: get
operationId: healthz_healthz_get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /clip/embed_image
method: post
operationId: clip_embed_image_clip_embed_image_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /clip/embed_text
method: post
operationId: clip_embed_text_clip_embed_text_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /clip/compare
method: post
operationId: clip_compare_clip_compare_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /perception_encoder/embed_image
method: post
operationId: pe_embed_image_perception_encoder_embed_image_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /perception_encoder/embed_text
method: post
operationId: pe_embed_text_perception_encoder_embed_text_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /perception_encoder/compare
method: post
operationId: pe_compare_perception_encoder_compare_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /grounding_dino/infer
method: post
operationId: grounding_dino_infer_grounding_dino_infer_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /yolo_world/infer
method: post
operationId: yolo_world_infer_yolo_world_infer_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /doctr/ocr
method: post
operationId: doctr_retrieve_text_doctr_ocr_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /easy_ocr/ocr
method: post
operationId: easy_ocr_retrieve_text_easy_ocr_ocr_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam/embed_image
method: post
operationId: sam_embed_image_sam_embed_image_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam/segment_image
method: post
operationId: sam_segment_image_sam_segment_image_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam2/embed_image
method: post
operationId: sam2_embed_image_sam2_embed_image_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam2/segment_image
method: post
operationId: sam2_segment_image_sam2_segment_image_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam3/embed_image
method: post
operationId: sam3_embed_image_sam3_embed_image_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam3/concept_segment
method: post
operationId: sam3_segment_image_sam3_concept_segment_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam3/visual_segment
method: post
operationId: sam3_visual_segment_sam3_visual_segment_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /sam3_3d/infer
method: post
operationId: sam3_3d_infer_sam3_3d_infer_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /owlv2/infer
method: post
operationId: owlv2_infer_owlv2_infer_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /gaze/gaze_detection
method: post
operationId: gaze_detection_deprecated_gaze_gaze_detection_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /infer/depth-estimation
method: post
operationId: depth_estimation_infer_depth_estimation_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /infer/depth-estimation/{model_id}
method: post
operationId: depth_estimation_with_model_id_infer_depth_estimation__model_id__post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /ocr/trocr
method: post
operationId: trocr_retrieve_text_ocr_trocr_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /ocr/pp-ocr
method: post
operationId: pp_ocr_retrieve_text_ocr_pp_ocr_post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /{dataset_id}/{version_id}
method: post
operationId: legacy_infer_from_request__dataset_id___version_id__post
x-agentic-access:
action-class: acting
consequence: write
subject: required
audience: null
token:
max-ttl: 900
escalation:
human-in-the-loop: conditional
triggers:
- abnormal
- high-value
audit: required
- path: /{dataset_id}/{version_id}
method: get
operationId: legacy_infer_from_request__dataset_id___version_id__get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /dashboard.html
method: get
operationId: dashboard_guard_dashboard_html_get
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none
- path: /dashboard.html
method: head
operationId: dashboard_guard_dashboard_html_head
x-agentic-access:
action-class: connected
consequence: read
subject: optional
token:
max-ttl: 3600
audit: none