generated: '2026-08-09'
method: derived
status: candidate
source: openapi/cloudsight-images-openapi.yml
note: CloudSight publishes NO hosted or remote MCP server. Searched cloudsight.ai, the Apiary documentation
  project, the github.com/cloudsight organization, npm and the public MCP registries — no result; /.well-known/oauth-protected-resource
  and /.well-known/oauth-authorization-server both 404 on api.cloudsight.ai. This is a CANDIDATE tool
  surface derived mechanically from the three operationIds in the converted OpenAPI. No MCP endpoint is
  implied to exist, and every source_operation was verified against the spec it names.
server:
  name: cloudsight
  transport: http
  url: null
  auth: null
tools:
- name: describe_image
  description: Submit an image (multipart upload, base64 data URI, or remote URL) for recognition and
    receive a token to poll.
  source_operation: openapi/cloudsight-images-openapi.yml#postImages
  annotations:
    readOnly: false
    idempotent: false
- name: get_image_result
  description: Retrieve the recognition result for a token — the natural-language caption when complete,
    or the skip reason / timeout status.
  source_operation: openapi/cloudsight-images-openapi.yml#getImage
  annotations:
    readOnly: true
    idempotent: true
- name: repost_image
  description: Re-queue a recognition request whose token timed out, or that was skipped with reason `unsure`
    or `close`.
  source_operation: openapi/cloudsight-images-openapi.yml#repostImage
  annotations:
    readOnly: false
    idempotent: false
agent_notes:
- This API is asynchronous. An agent must poll get_image_result — sleep 5 seconds after describe_image,
  then poll every 1 second while status is "not completed".
- 'Failure is usually in-band: an HTTP 200 with status `skipped` or `timeout` is a failure, not a success.
  See errors/cloudsight-problem-types.yml.'
- There is no idempotency key. Re-running describe_image on the same image creates a new job and consumes
  another credit.
x-evidence:
  fetched: '2026-08-09'
  probes:
  - url: https://api.cloudsight.ai/.well-known/oauth-protected-resource
    status: 404
  - url: https://api.cloudsight.ai/.well-known/oauth-authorization-server
    status: 404
  - url: https://api.cloudsight.ai/.well-known/ai-plugin.json
    status: 404
deployment:
  mode: none
  verified: derived
  tools: 3
  checked: '2026-08-12'
  source: catalog MCP census