generated: '2026-08-01'
method: derived
status: candidate
source: openapi/gumgum-contextual-api-openapi.yml
search_result: No GumGum-published MCP server exists. Searched the GumGum Contextual Documentation Center,
  the public GumGum GitHub organization (27 public repos, none MCP-related), npm (no @gumgum MCP package),
  and probed https://verity-api.gumgum.com for an MCP endpoint and for /.well-known/oauth-authorization-server
  and /.well-known/oauth-protected-resource on 2026-08-01 — all miss. This file is a DESIGN CANDIDATE
  derived from the documented REST surface, not a server GumGum operates. No MCPServer pointer is wired
  in apis.yml, and no tool crosswalk is emitted, because there is no MCP (or GraphQL) surface to cross-walk
  against.
server:
  name: gumgum-contextual
  transport: null
  url: null
  published: false
tools:
- name: classify_page
  description: Classify a web page for contextual category, brand safety and sentiment.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#classifyPage
  read_only: false
  note: Semantically a read, but it triggers server-side analysis and billable processing when the result
    is not already cached.
- name: submit_video_classification
  description: Submit a video asset for contextual and brand-safety analysis.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#submitVideoClassification
- name: get_video_classification
  description: Retrieve the completed classification for a submitted video.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getVideoClassification
  read_only: true
- name: get_video_classification_status
  description: Check the processing status of a submitted video classification job.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getVideoClassificationStatus
  read_only: true
- name: submit_intravideo_classification
  description: Submit a video asset for frame-level (intravideo) classification.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#submitIntravideoClassification
- name: get_intravideo_classification
  description: Retrieve the completed frame-level classification for a submitted video.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getIntravideoClassification
  read_only: true
- name: get_intravideo_classification_status
  description: Check the processing status of an intravideo classification job.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getIntravideoClassificationStatus
  read_only: true
- name: submit_image_classification
  description: Submit an image for contextual, keyword and threat analysis.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#submitImageClassification
- name: get_image_classification
  description: Retrieve the completed classification for a submitted image.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getImageClassification
  read_only: true
- name: get_image_classification_status
  description: Check the processing status of an image classification job.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getImageClassificationStatus
  read_only: true
- name: submit_text_classification
  description: Submit raw text for contextual, keyword and brand-safety analysis.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#submitTextClassification
- name: get_text_classification
  description: Retrieve the completed classification for submitted text.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getTextClassification
  read_only: true
- name: get_text_classification_status
  description: Check the processing status of a text classification job.
  source_operation: openapi/gumgum-contextual-api-openapi.yml#getTextClassificationStatus
  read_only: true
auth:
  scheme: apiKey
  header: X-api-key
  note: An MCP server fronting this API would carry the partner API key server-side, not per-user.
deployment:
  mode: none
  verified: derived
  tools: 13
  checked: '2026-08-12'
  source: catalog MCP census