generated: '2026-08-09'
method: derived
status: candidate
source: openapi/autoderm-ai-dermatology-api-openapi.yml
description: Autoderm publishes NO hosted or remote MCP server. This manifest is a CANDIDATE tool surface
  derived one-to-one from the operations in Autoderm's own OpenAPI — it describes what an MCP server for
  this API would expose, and is not a claim that Autoderm operates one. Each tool inherits its real input
  contract from the backing operation's parameters and requestBody in the spec.
search_evidence:
- checked: https://api.autoderm.ai/.well-known/ai-plugin.json
  status: 404
- checked: https://api.autoderm.ai/.well-known/oauth-protected-resource
  status: 404
- checked: npm registry search "autoderm"
  result: 0 packages
- checked: https://github.com/autodermai
  result: 1 repo (autoderm_sdk, Python) — no MCP server
- checked: web search for an Autoderm MCP server
  result: none found
server:
  name: autoderm
  transport: null
  url: null
  published: false
agent_note: 'A meaningful caveat for any agent builder wiring these tools: Autoderm is a CE-marked medical
  device, and its documentation places MANDATORY presentation obligations on whatever surface shows the
  result — including a non-dismissible "Results are for information only and are not a medical diagnosis."
  warning. An MCP client that renders predictions into a chat transcript inherits that obligation. See
  conventions/autoderm-ai-dermatology-api-conventions.yml#presentation_obligations.'
tools:
- name: infer_diseases
  description: Analyze a skin image and return the top 5 most probable skin conditions with confidence
    scores and ICD-10 codes.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#infer_diseases_v1_v1_infer_diseases_v1_post
  method: POST
  path: /v1/infer-diseases/v1
  auth_required: true
  metered: true
  inputs:
    image: multipart file (required) — min 224x224, JPEG/PNG/WebP/DICOM and others
    include_skin_tone: boolean query param, default false
    require_anonymous: boolean query param, default false
- name: get_disease_catalog
  description: Fetch the static disease catalog mapping ICD-10 codes to localized names, layman's names
    and read-more links in en/fr/de/it/es/sv/zh. Fetch once and cache.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#get_disease_catalog_v1_v1_infer_diseases_v1_diseases_get
  method: GET
  path: /v1/infer-diseases/v1/diseases
  auth_required: true
  caching: static per model version — do not call at runtime
- name: infer_skin_tone
  description: Classify the Fitzpatrick skin type (1-6) of a skin image.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#infer_skin_tone_v1_v1_infer_skin_tone_v1_post
  method: POST
  path: /v1/infer-skin-tone/v1
  auth_required: true
- name: infer_genitals
  description: Binary classifier flagging whether an image contains genitalia. A content safety pre-check.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#infer_genitals_v1_v1_infer_genitals_v1_post
  method: POST
  path: /v1/infer-genitals/v1
  auth_required: true
- name: infer_age
  description: Predict the age in years of the subject in an image.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#infer_age_v1_v1_infer_age_v1_post
  method: POST
  path: /v1/infer-age/v1
  auth_required: false
  note: Declared with no security requirement in the published spec, unlike every sibling inference operation.
    Recorded as a spec inconsistency; see authentication/#spec_gap.
- name: detect_blur
  description: Screen an image for blur before spending a metered inference call. Returns is_blurry plus
    the Laplacian variance.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#detect_blur_v1_utils_detect_blur_post
  method: POST
  path: /v1/utils/detect-blur
  auth_required: true
- name: get_device_label
  description: 'Retrieve the regulatory medical-device label: manufacturer, CE mark class, UDI, version,
    eIFU pointer and UK responsible person.'
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#get_label_v1_label_get
  method: GET
  path: /v1/label
  auth_required: false
- name: get_version
  description: Return the API name and semantic version.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#get_version_version_get
  method: GET
  path: /version
  auth_required: false
- name: get_health
  description: Liveness/readiness check.
  source_operation: openapi/autoderm-ai-dermatology-api-openapi.yml#get_health_health_get
  method: GET
  path: /health
  auth_required: false
coverage:
  rest_operations_total: 17
  rest_operations_deduplicated: 9
  tools_derived: 9
  note: The spec exposes the same health/version handlers at both root and /v1/system/ paths, and registers
    HEAD alongside GET on the health routes; those duplicates collapse into one tool each.
deployment:
  mode: none
  verified: derived
  tools: 9
  checked: '2026-08-12'
  source: catalog MCP census