ScaleOps

ScaleOps is an autonomous Kubernetes cost optimization and resource management platform that continuously manages cloud infrastructure resources in real-time based on actual workload behavior. ScaleOps eliminates the need for manual resource configuration by automatically right-sizing CPU, memory, and replica counts for containers and clusters. The platform integrates natively with AWS, GCP, Azure cost management tools and is deployed via a single Helm command. ScaleOps provides real-time, context-aware optimization for production Kubernetes environments without service disruption.

ScaleOps is listed with 1 API on the APIs.io network. Tagged areas include Amazon Web Services, Microsoft Azure, Cost Optimization, FinOps, and GCP.

The ScaleOps catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

ScaleOps’ developer surface includes documentation, GitHub presence, engineering blog, pricing, and 10 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

17.1/100 emerging ▬ flat Agent 13/100 agent aware Front door AI 5/6 prominent Heartbeat 65/100 alive saas Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessFreemium

1 API 1 MCP Servers

Amazon Web Services Microsoft Azure Cost Optimization FinOps GCP Helm Kubernetes Resource Management

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 17.1/100 · emerging

Contract Quality 2.3 / 21

Developer Ergonomics 2.2 / 17

Access Clarity 2.5 / 17

Operational Transparency 1.3 / 11

Contract Governance 2.4 / 10

Discoverability 5.1 / 9

Regulatory Posture 0.7 / 15

Agent readiness — 13/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 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

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey) Ask about this →
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →

10 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 10.7 — up to +22.3 composite points Ask about this →
Developer Ergonomics scores 13.1 — up to +17.4 composite points Ask about this →
Access Clarity scores 14.9 — up to +17.0 composite points Ask about this →

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/scaleops/apis.yml: open an issue on github.com/api-evangelist/scaleops to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Cloud Native (Kubernetes, CNCF, FinOps)	standard	42.6	-	-
Red Hat Certified Ecosystem (certified partner containers + certified OpenShift operators)	standard	42.6	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (verified)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

APIs 1

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

ScaleOps Platform API

The ScaleOps Platform API provides programmatic access to Kubernetes cost optimization features including workload resource recommendations, real-time optimization controls, cos...

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

ScaleOps MCP Server

Remote MCP server at mcp.scaleops.com over HTTP.

MCP SERVER

ScaleOps API pricing

Not yet checked against ScaleOps's own pricing page. Compiled by API Evangelist on 2026-05-04; confirm before you rely on a figure. A free plan or tier is listed.

Plan	Price
Free freemium	Free
Professional paid	Free
Enterprise enterprise	—

Plan details, limits and sources →

Rate limits

Free Tier Default: 10 requests per minute
Free Tier Monthly Quota: 1000 requests per month
Professional Tier Default: 100 requests per minute

Compiled by API Evangelist, not yet checked against ScaleOps's documentation. All 5 limits →

Pricing Plans 1

Published pricing tiers and plan structures.

ScaleOps Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

ScaleOps Rate Limits

5 limits

RATE LIMITS

FinOps 1

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

ScaleOps Finops

FINOPS

Semantic Vocabularies 1

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

Scaleops Context

0 classes · 17 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

ScaleOps — jsonschema rules

5 rules · 4 warn-severity 1 info-severity

SPECTRAL

JSON Schema 1

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

ScaleOps Workload

10 properties

JSON SCHEMA

JSON Structure 1

JSON Structure definitions describing this provider's data shapes.

ScaleOps Workload Structure

0 properties

JSON STRUCTURE

Security Posture 1

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

ScaleOps Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

JSONSchema

JSONSchema

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Vocabulary

Vocabulary

JSONLDContext

JSONLDContext

Build 1

SDKs, sample code, and the tooling you integrate with

GitHub

GitHub

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 4

Pricing, plans, and the legal terms of use

Plans

FinOps

Pricing

Cost Monitoring

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Source (apis.yml)

aid: scaleops
name: ScaleOps
description: ScaleOps is an autonomous Kubernetes cost optimization and resource management platform that continuously manages
  cloud infrastructure resources in real-time based on actual workload behavior. ScaleOps eliminates the need for manual resource
  configuration by automatically right-sizing CPU, memory, and replica counts for containers and clusters. The platform integrates
  natively with AWS, GCP, Azure cost management tools and is deployed via a single Helm command. ScaleOps provides real-time,
  context-aware optimization for production Kubernetes environments without service disruption.
type: Index
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  source:
  - plans
  - security
  generated: '2026-11-13'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/scaleops.png
tags:
- Amazon Web Services
- Microsoft Azure
- Cost Optimization
- FinOps
- GCP
- Helm
- Kubernetes
- Resource Management
tags_raw:
- AWS
- Azure
- Cost Optimization
- FinOps
- GCP
- Helm
- Kubernetes
- Resource Management
url: https://raw.githubusercontent.com/api-evangelist/scaleops/refs/heads/main/apis.yml
created: '2026-05-02'
modified: '2026-05-02'
specificationVersion: '0.23'
apis:
- aid: scaleops:scaleops-platform-api
  name: ScaleOps Platform API
  description: The ScaleOps Platform API provides programmatic access to Kubernetes cost optimization features including workload
    resource recommendations, real-time optimization controls, cost monitoring dashboards, cluster configuration, and policy
    management. Installed via Helm chart into Kubernetes clusters.
  humanURL: https://scaleops.com/
  tags:
  - Automation
  - Cost Monitoring
  - FinOps
  - Kubernetes
  - Resource Optimization
  - Workloads
  properties:
  - type: Documentation
    url: https://docs.scaleops.com/
  - type: GettingStarted
    url: https://docs.scaleops.com/
  - type: Helm Chart
    url: https://catalog.redhat.com/en/software/container-stacks/detail/66eaefc1fa4fb0aa5f835b90
common:
- type: Plans
  url: plans/scaleops-plans-pricing.yml
- type: RateLimits
  url: rate-limits/scaleops-rate-limits.yml
- type: FinOps
  url: finops/scaleops-finops.yml
- type: DomainSecurity
  url: security/scaleops-domain-security.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/scaleops-sh
- type: Website
  url: https://scaleops.com/
- type: Documentation
  url: https://docs.scaleops.com/
- type: GitHub
  url: https://github.com/scaleops-sh
- type: Blog
  url: https://scaleops.com/blog/
- type: Pricing
  url: https://scaleops.com/pricing/
- type: Cost Monitoring
  url: https://scaleops.com/product/kubernetes-cost-monitoring/
- type: Vocabulary
  url: https://raw.githubusercontent.com/api-evangelist/scaleops/refs/heads/main/vocabulary/scaleops-vocabulary.yml
- type: JSONSchema
  url: https://raw.githubusercontent.com/api-evangelist/scaleops/refs/heads/main/json-schema/scaleops-workload-schema.json
- type: JSONLDContext
  url: https://raw.githubusercontent.com/api-evangelist/scaleops/refs/heads/main/json-ld/scaleops-context.jsonld
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

ScaleOps API — frequently asked questions

Does ScaleOps have an API?

Yes. APIs.io lists 1 API from ScaleOps, including ScaleOps Platform API.

How much does the ScaleOps API cost?

APIs.io lists 3 pricing plans for ScaleOps, with each plan's price, limits and inclusions under Pricing on this page.

Does ScaleOps have an MCP server?

Yes. APIs.io lists 1 MCP server for ScaleOps: Remote MCP server at mcp.scaleops.com over HTTP.

Is the ScaleOps API ready for AI agents?

ScaleOps has a Kin Score of 17.1 out of 100 (emerging) and an Agent Readiness score of 12.9 (agent-aware), scored by API Evangelist on 2026-11-13.

Work with this as data

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Tools for providers

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get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
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.

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