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Scalable Services

A curated topic collection covering APIs, patterns, tools, and best practices for designing and operating scalable services. This includes cloud-native microservices, API gateways, load balancers, container orchestration, serverless platforms, service meshes, and the architectural patterns that enable services to scale horizontally and vertically. Relevant to platform engineers, cloud architects, and backend developers building high-traffic, distributed systems.

agent ready

Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.

Kin Score

API Evangelist profiles Scalable Services the way a machine reads it — 28 machine-readable artifacts across 14 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Scalable Services scores 49.7/100 (developing), with a separate agent-readiness read of 55/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile Scalable Services

Each block below is one kind of artifact we hold for Scalable Services. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 14

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

Envoy Admin API

Envoy Proxy's administration API for inspecting and modifying Envoy runtime configuration, stats, clusters, and listeners. Envoy is the foundational data plane for many service ...

Istio API

Istio's configuration APIs define traffic management, security policy, and observability for microservice meshes. Expressed as Kubernetes CRDs (VirtualService, DestinationRule, ...

AWS Lambda API

Amazon Web Services Lambda API for creating, managing, invoking, and monitoring serverless functions. Core to event-driven, auto-scaling architectures.

Kong Admin API

Kong Gateway's RESTful Admin API for managing services, routes, plugins, consumers, upstreams, and certificates. Kong is a widely deployed open-source API gateway for scalable A...

Prometheus HTTP API

Prometheus exposes an HTTP API for querying metrics, metadata, and alerting rules. Essential for observability and autoscaling decisions in scalable service architectures.

Knative API

Knative provides Kubernetes-based platform APIs for deploying and scaling event-driven serverless workloads. Includes Knative Serving (scale-to-zero) and Knative Eventing (event...

gRPC Reflection API

gRPC server reflection provides information about publicly-accessible gRPC services on a server, enabling discovery and dynamic invocation. gRPC is widely used for high-performa...

Scalable Services ConfigMaps API

The ConfigMaps API from Scalable Services — 1 operation(s) for configmaps.

Scalable Services Namespaces API

The Namespaces API from Scalable Services — 2 operation(s) for namespaces.

Scalable Services Nodes API

The Nodes API from Scalable Services — 2 operation(s) for nodes.

Scalable Services PersistentVolumes API

The PersistentVolumes API from Scalable Services — 1 operation(s) for persistentvolumes.

Scalable Services Pods API

The Pods API from Scalable Services — 3 operation(s) for pods.

Scalable Services Secrets API

The Secrets API from Scalable Services — 1 operation(s) for secrets.

Scalable Services Services API

The Services API from Scalable Services — 2 operation(s) for services.

Scroll within the panel for all 14 ·

Open Collections 1

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Kubernetes Core API (v1)

OPEN COLLECTION

Pricing Plans 1

Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.

Published pricing tiers and plan structures.

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Scalable Services Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.

Cost, billing, and metering signals for API financial operations.

Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Scalable Services Context

35 classes · 0 properties

JSON-LD

Spectral Rules 1

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

Scalable Services API Rules

5 rules · 3 warnings

SPECTRAL

JSON Schema 1

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

Scalable Service

11 properties

JSON SCHEMA

JSON Structure 1

JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.

JSON Structure definitions describing this provider's data shapes.

Scalable Services Service Structure

0 properties

JSON STRUCTURE

Examples 2

Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.

Example request and response payloads for these APIs.

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Scalable Services Authentication

http · 1 scheme

SECURITY

Scalable Services Domain Security

TLSv1.3 · HSTS · DNSSEC

SECURITY

Scalable Services Vulnerability Disclosure

disclosure policy published

SECURITY

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Scalable Services Agentic Access

22 operations · 10 acting

22 operations · 10 acting

AGENTIC

Resources

Every other property we hold for Scalable Services — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Build 2

SDKs, sample code, and the tooling you integrate with

← All providers · Data indexed from github.com/api-evangelist/scalable-services · machine-readable index on apis.io