generated: '2026-07-21'
method: derived
status: candidate
source: openapi/unitary-ai-content-classification-openapi-original.yaml
notes: No official Unitary MCP server was found (docs.unitary.ai, the unitaryai GitHub org, and the public
  MCP registries were searched). This is a candidate tool list derived one-tool-per-operation from Unitary's
  published OpenAPI 3.1 spec for the content classification API at https://api.unitary.ai/v1.
server:
  name: unitary-ai
  transport: http
tools:
- name: authenticate
  description: Authenticate with an API key to obtain a 24-hour Bearer API token
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#authenticate_authenticate_post
- name: classify_policy_image_now
  description: Submit an image for immediate (synchronous) policy classification
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#image_classify_policy_now_classify_policy_image_now_post
- name: classify_policy_image
  description: Queue an image for asynchronous policy classification (returns job_id)
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#image_policy_classify_classify_policy_image_post
- name: get_policy_image_results
  description: Retrieve policy classification results for an image job
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#image_policy_classification_results_classify_policy_image__job_id__get
- name: classify_items_characteristics_image
  description: Queue an image for Items and Characteristics classification (returns job_id)
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#image_items_characteristics_classify_classify_items_characteristics_image_post
- name: get_items_characteristics_image_results
  description: Retrieve Items and Characteristics results for an image job
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#image_items_characteristics_results_classify_items_characteristics_image__job_id__get
- name: classify_policy_video_now
  description: Submit a video for immediate (synchronous) policy classification
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#video_classify_policy_now_classify_policy_video_now_post
- name: classify_policy_video
  description: Queue a video for asynchronous policy classification (returns job_id)
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#video_policy_classify_classify_policy_video_post
- name: get_policy_video_results
  description: Retrieve policy classification results for a video job
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#video_policy_classification_results_classify_policy_video__job_id__get
- name: classify_items_characteristics_video
  description: Queue a video for Items and Characteristics classification (returns job_id)
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#video_items_characteristics_classify_classify_items_characteristics_video_post
- name: get_items_characteristics_video_results
  description: Retrieve Items and Characteristics results for a video job
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#video_items_characteristics_results_classify_items_characteristics_video__job_id__get
- name: detoxify_text
  description: Queue text for Detoxify harmful-language classification (returns job_id)
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#text_detoxify_classify_detoxify_text__post
- name: get_detoxify_text_results
  description: Retrieve Detoxify classification results for a text job
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#text_results_detoxify_text__job_id__get
- name: moderate_content
  description: Submit content to a Virtual Trust and Safety Agent for blended AI + human moderation
  source_operation: openapi/unitary-ai-content-classification-openapi-original.yaml#moderate_content_moderate_post
deployment:
  mode: none
  verified: derived
  tools: 14
  checked: '2026-08-12'
  source: catalog MCP census