Scalable Inference Serving · JSON Structure

Scalable Inference Serving Structure

Structural overview of the Scalable Inference Serving API surface; extracted from openapi/.

Type: Properties: 0
Artificial IntelligenceCNCFDeploymentInferenceKubernetesLLMMachine-LearningModel ServingMLOpsScalability

Scalable Inference Serving Structure is a JSON Structure definition published by Scalable Inference Serving.

Meta-schema:

JSON Structure

Raw ↑
{
  "provider": "Scalable Inference Serving",
  "providerId": "scalable-inference-serving",
  "kind": "json-structure",
  "description": "Structural overview of the Scalable Inference Serving API surface; extracted from openapi/.",
  "schemaCount": 13,
  "operationCount": 9,
  "schemas": [
    {
      "name": "ServerLiveResponse",
      "type": "object",
      "propertyCount": 1,
      "required": [
        "live"
      ]
    },
    {
      "name": "ServerReadyResponse",
      "type": "object",
      "propertyCount": 1,
      "required": [
        "ready"
      ]
    },
    {
      "name": "ModelReadyResponse",
      "type": "object",
      "propertyCount": 2,
      "required": [
        "name",
        "ready"
      ]
    },
    {
      "name": "ServerMetadataResponse",
      "type": "object",
      "propertyCount": 3,
      "required": [
        "name",
        "version",
        "extensions"
      ]
    },
    {
      "name": "ModelMetadataResponse",
      "type": "object",
      "propertyCount": 5,
      "required": [
        "name",
        "platform",
        "inputs",
        "outputs"
      ]
    },
    {
      "name": "TensorMetadata",
      "type": "object",
      "propertyCount": 4,
      "required": [
        "name",
        "datatype",
        "shape"
      ]
    },
    {
      "name": "InferenceRequest",
      "type": "object",
      "propertyCount": 4,
      "required": [
        "inputs"
      ]
    },
    {
      "name": "RequestInput",
      "type": "object",
      "propertyCount": 5,
      "required": [
        "name",
        "shape",
        "datatype",
        "data"
      ]
    },
    {
      "name": "RequestOutput",
      "type": "object",
      "propertyCount": 2,
      "required": [
        "name"
      ]
    },
    {
      "name": "InferenceResponse",
      "type": "object",
      "propertyCount": 5,
      "required": [
        "model_name",
        "outputs"
      ]
    },
    {
      "name": "ResponseOutput",
      "type": "object",
      "propertyCount": 5,
      "required": [
        "name",
        "shape",
        "datatype",
        "data"
      ]
    },
    {
      "name": "TensorDatatype",
      "type": "string",
      "propertyCount": 0,
      "required": []
    },
    {
      "name": "ErrorResponse",
      "type": "object",
      "propertyCount": 1,
      "required": [
        "error"
      ]
    }
  ],
  "operations": [
    {
      "method": "GET",
      "path": "/v2/health/live",
      "operationId": "CheckServerLiveness",
      "summary": "Check Server Liveness",
      "tags": [
        "Health"
      ]
    },
    {
      "method": "GET",
      "path": "/v2/health/ready",
      "operationId": "CheckServerReadiness",
      "summary": "Check Server Readiness",
      "tags": [
        "Health"
      ]
    },
    {
      "method": "GET",
      "path": "/v2/models/{model_name}/ready",
      "operationId": "CheckModelReadiness",
      "summary": "Check Model Readiness",
      "tags": [
        "Health",
        "Models"
      ]
    },
    {
      "method": "GET",
      "path": "/v2/models/{model_name}/versions/{model_version}/ready",
      "operationId": "CheckModelVersionReadiness",
      "summary": "Check Model Version Readiness",
      "tags": [
        "Health",
        "Models"
      ]
    },
    {
      "method": "GET",
      "path": "/v2",
      "operationId": "GetServerMetadata",
      "summary": "Get Server Metadata",
      "tags": [
        "Metadata"
      ]
    },
    {
      "method": "GET",
      "path": "/v2/models/{model_name}",
      "operationId": "GetModelMetadata",
      "summary": "Get Model Metadata",
      "tags": [
        "Metadata",
        "Models"
      ]
    },
    {
      "method": "GET",
      "path": "/v2/models/{model_name}/versions/{model_version}",
      "operationId": "GetModelVersionMetadata",
      "summary": "Get Model Version Metadata",
      "tags": [
        "Metadata",
        "Models"
      ]
    },
    {
      "method": "POST",
      "path": "/v2/models/{model_name}/infer",
      "operationId": "RunInference",
      "summary": "Run Model Inference",
      "tags": [
        "Inference"
      ]
    },
    {
      "method": "POST",
      "path": "/v2/models/{model_name}/versions/{model_version}/infer",
      "operationId": "RunModelVersionInference",
      "summary": "Run Model Version Inference",
      "tags": [
        "Inference"
      ]
    }
  ]
}

Work with this as data

Every JSON Structure here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for json structure

4 MCP tools reach this
  • find_json_structuresBrowse and filter every JSON Structure in the catalog.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools

Call it yourself

curl for this page
This JSON Structure
curl "https://apis.io/api/v1/json-structures/scalable-inference-serving-structure"
All json structure
curl "https://apis.io/api/v1/json-structures?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

A second provider on the same verified email joins the account you already have.