Nanonets · Capability

Nanonets Image Classification API — Predict

Sync prediction against a Nanonets image classification model via uploaded files or public URLs.

Nanonets Image Classification API — Predict is a Naftiko capability published by Nanonets, one of 5 capabilities the APIs.io network indexes for this provider. It bundles 2 operations across the POST method rooted at /v1/image.

The capability includes 2 state-changing operations. Lead operation: Classify uploaded image file. Can be deployed as a REST endpoint, MCP tool, or Agent Skill via Naftiko.

Tagged areas include Nanonets and Image Classification.

Run with Naftiko NanonetsImage Classification

What You Can Do

POST
Classifyfile — Classify uploaded image file.
/v1/image/classify-file
POST
Classifyurls — Classify public image URLs.
/v1/image/classify-urls

MCP Tools

nanonets-classify-file

Classify uploaded image file.

idempotent
nanonets-classify-urls

Classify public image URLs.

idempotent

Capability Spec

image-classification.yaml Raw ↑ 
naftiko: 1.0.0-alpha2
info:
  label: Nanonets Image Classification API — Predict
  description: Sync prediction against a Nanonets image classification model via uploaded files or public URLs.
  tags: [Nanonets, Image Classification]
  created: '2026-05-25'
  modified: '2026-05-25'
binds:
- namespace: env
  keys: { NANONETS_API_KEY: NANONETS_API_KEY }
capability:
  consumes:
  - type: http
    namespace: image-classification
    baseUri: https://app.nanonets.com/api/v2
    description: Nanonets image classification surface.
    resources:
    - name: label-file
      path: /ImageCategorization/LabelFile/
      operations:
      - { name: classifyFile, method: POST, description: 'Classify uploaded image file.',
          outputRawFormat: json, outputParameters: [ { name: result, type: object, value: $. } ],
          inputParameters: [ { name: body, in: body, type: object, required: true } ] }
    - name: label-urls
      path: /ImageCategorization/LabelUrls/
      operations:
      - { name: classifyUrls, method: POST, description: 'Classify one or more public image URLs.',
          outputRawFormat: json, outputParameters: [ { name: result, type: object, value: $. } ],
          inputParameters: [ { name: body, in: body, type: object, required: true } ] }
    authentication:
      type: basic
      username: '{{env.NANONETS_API_KEY}}'
      password: ''
  exposes:
  - type: rest
    namespace: image-classification-rest
    port: 8080
    description: REST adapter for image classification.
    resources:
    - path: /v1/image/classify-file
      name: classify-file
      operations:
      - { method: POST, name: classifyFile, description: 'Classify uploaded image file.', call: image-classification.classifyFile,
          with: { body: rest.body } }
    - path: /v1/image/classify-urls
      name: classify-urls
      operations:
      - { method: POST, name: classifyUrls, description: 'Classify public image URLs.', call: image-classification.classifyUrls,
          with: { body: rest.body } }
  - type: mcp
    namespace: image-classification-mcp
    port: 9090
    transport: http
    description: MCP adapter for image classification.
    tools:
    - { name: nanonets-classify-file, description: 'Classify uploaded image file.', hints: { readOnly: false,
          destructive: false, idempotent: true }, call: image-classification.classifyFile, with: { body: tools.body } }
    - { name: nanonets-classify-urls, description: 'Classify public image URLs.', hints: { readOnly: false,
          destructive: false, idempotent: true }, call: image-classification.classifyUrls, with: { body: tools.body } }