StormForge

StormForge provides machine learning-based Kubernetes resource optimization (rightsizing) for reducing cloud infrastructure costs while maintaining application performance. The Optimize Live product deploys an agent to Kubernetes clusters that collects workload metrics, applies ML algorithms, and generates CPU and memory recommendations for containers. Recommendations can be applied automatically, on-demand, or exported as Kubernetes patches for GitOps workflows. StormForge supports Deployments, StatefulSets, DaemonSets, ReplicaSets, and custom workload types, and integrates with Karpenter, HPA, VPA, Argo CD, and APM tools.

StormForge publishes 2 APIs on the APIs.io network. Tagged areas include Cloud Cost Optimization, DevOps, FinOps, Kubernetes, and Machine-Learning.

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

StormForge’s developer surface includes documentation, pricing, engineering blog, getting-started guide, signup flow, sandbox, and 8 more developer resources.

🌐 Visit website 📡 Source on GitHub

23.7/100 emerging ▬ flat Agent 3/100 human only Full breakdown ↓
scored 2026-08-25 · rubric v0.14.0

AccessFreemium

2 APIs

Cloud Cost Optimization DevOps FinOps Kubernetes Machine-Learning Resource Management Rightsizing

Kin Score

Kin Score How this is scored →
scored 2026-08-25 · rubric v0.14.0

Composite quality — 23.7/100 · emerging

Contract Quality 2.7 / 25

Developer Ergonomics 5.7 / 20

Access Clarity 5.8 / 20

Operational Transparency 1.7 / 13

Contract Governance 1.2 / 12

Discoverability 6.7 / 10

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 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 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Surface 0 / 5

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/stormforge: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 2

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

Rate Limits 1

Documented rate limits and quota policies.

Stormforge Rate Limits

5 limits

RATE LIMITS

FinOps 1

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

JSON Schema 1

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

Get Started 3

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Signup

Signup

Sandbox

Sandbox

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LlmsText

LlmsText

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrg

GitHubOrg

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Contact

Contact

Commercial 2

Pricing, plans, and the legal terms of use

Pricing

Pricing

FinOps

FinOps

Company 4

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

About

About

Source (apis.yml)

aid: stormforge
name: StormForge
description: StormForge provides machine learning-based Kubernetes resource optimization (rightsizing) for reducing cloud
  infrastructure costs while maintaining application performance. The Optimize Live product deploys an agent to Kubernetes
  clusters that collects workload metrics, applies ML algorithms, and generates CPU and memory recommendations for containers.
  Recommendations can be applied automatically, on-demand, or exported as Kubernetes patches for GitOps workflows. StormForge
  supports Deployments, StatefulSets, DaemonSets, ReplicaSets, and custom workload types, and integrates with Karpenter, HPA,
  VPA, Argo CD, and APM tools.
type: Index
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: medium
  source:
  - plans
  generated: '2026-07-22'
  method: derived
position: Consumer
access: 3rd-Party
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/stormforge.png
tags:
- Cloud Cost Optimization
- DevOps
- FinOps
- Kubernetes
- Machine-Learning
- Resource Management
- Rightsizing
tags_raw:
- Cloud Cost Optimization
- DevOps
- FinOps
- Kubernetes
- Machine Learning
- Resource Management
- Rightsizing
created: '2026-03-27'
modified: '2026-05-02'
url: https://raw.githubusercontent.com/api-evangelist/stormforge/refs/heads/main/apis.yml
specificationVersion: '0.23'
apis:
- aid: stormforge:optimize-live
  name: StormForge Optimize Live
  description: StormForge Optimize Live is a Kubernetes resource rightsizing product that uses machine learning to automatically
    generate CPU and memory recommendations for container workloads. An agent deployed to the cluster collects observability
    metrics, which are processed by StormForge's ML platform to produce rightsizing recommendations. Recommendations can be
    applied automatically, previewed in the web UI, or exported as Kubernetes patches for GitOps. Supports Deployments, StatefulSets,
    DaemonSets, ReplicaSets, custom CRD workloads, and HPA-managed workloads.
  humanURL: https://www.stormforge.io/optimize-live/
  tags:
  - Cloud Cost Optimization
  - FinOps
  - Kubernetes
  - Machine-Learning
  - Rightsizing
  tags_raw:
  - Cloud Cost Optimization
  - FinOps
  - Kubernetes
  - Machine Learning
  - Rightsizing
  properties:
  - type: Documentation
    url: https://docs.stormforge.io/docs/
  - type: GettingStarted
    url: https://docs.stormforge.io/docs/get-started/
  - type: Pricing
    url: https://www.stormforge.io/pricing/
  - type: Signup
    url: https://app.stormforge.io/
  - type: HelmChart
    url: https://github.com/thestormforge/helm-charts
- aid: stormforge:stormforge-cli
  name: StormForge CLI
  description: Command-line interface for interacting with the StormForge platform to manage clusters, workloads, and optimization
    recommendations. Supports authentication, resource inspection, recommendation generation and application, GitOps patch
    export, Helm post-renderer integration, and an MCP server for AI integration. Available via Homebrew (macOS/Linux) and
    direct download.
  humanURL: https://docs.stormforge.io/docs/stormforge-cli/reference/
  tags:
  - CLI
  - DevOps
  - Kubernetes
  - FinOps
  properties:
  - type: Documentation
    url: https://docs.stormforge.io/docs/stormforge-cli/reference/
  - type: GitHubRepository
    url: https://github.com/thestormforge
  - type: Homebrew
    url: https://github.com/thestormforge/homebrew-tap
common:
- type: DomainSecurity
  url: security/stormforge-domain-security.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/stormforge
- type: Website
  url: https://www.stormforge.io/
- type: Documentation
  url: https://docs.stormforge.io/
- type: Pricing
  url: https://www.stormforge.io/pricing/
- type: Blog
  url: https://www.stormforge.io/blog/
- type: About
  url: https://www.stormforge.io/about/
- type: Contact
  url: https://www.stormforge.io/contact/
- type: GettingStarted
  url: https://docs.stormforge.io/docs/get-started/
- type: Signup
  url: https://app.stormforge.io/
- type: GitHubOrg
  url: https://github.com/thestormforge
- type: Sandbox
  url: https://docs.stormforge.io/docs/sandbox/
- type: FinOps
  url: https://www.finops.org/members/stormforge/
- type: Integrations
  url: https://stormforge.io/company/partners/
- type: LlmsText
  url: https://docs.stormforge.io/llms.txt
integrations:
- name: Scene fist bump
- name: Icon collage what partners get
- name: Footer logo cncf member silver color
- name: Footer logo fin ops foundation member
- name: Footer logo aicpa soc
- name: The Gartner Cool Vendor 2023 badge
- name: Footer logo aws marketplace
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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StormForge

Kin Score

APIs 2

StormForge Optimize Live

StormForge CLI

Pricing Plans 1

Stormforge Plans Pricing

Rate Limits 1

Stormforge Rate Limits

FinOps 1

Stormforge Finops

Semantic Vocabularies 1

Stormforge Context

Spectral Rules 1

StormForge API Rules