GMI Cloud website screenshot

GMI Cloud

GMI Cloud is a GPU cloud and AI inference provider offering the Inference Engine (OpenAI-compatible LLM, image and video model APIs at api.gmi-serving.com), the Cluster Engine for GPU containers, bare-metal and VPC infrastructure, and GMI Sandbox for isolated code execution. Its control-plane APIs are served from console.gmicloud.ai and documented at docs.gmicloud.ai.

GMI Cloud publishes 19 API contracts indexed on the APIs.io network, including Baremetals API, Containers API, Elastic Ips API, and 16 more. Tagged areas include Company, Artificial Intelligence, Inference, GPU Cloud, and LLM.

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

GMI Cloud’s developer surface includes authentication, documentation, API reference, getting-started guide, engineering blog, pricing, and 27 more developer resources.

52.9/100 developing ▼ -8.1 Agent 58/100 agent native Heartbeat 100/100 alive Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →
AccessPaid
3 published contracts 1 MCP Servers
CompanyArtificial IntelligenceInferenceGPU CloudLLMModel RoutingSandboxInfrastructure

What this lets a business do 2

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Information Technology Management
BC-600
ContainersFirewallsImagesVPCsbaremetalselastic-ips
POST /v1/containers POST /v1/baremetals GET /v1/baremetals GET /v1/baremetals/products
Developer Platform & API Ecosystem Management
BC-4270
Me
POST /me/oauth/auth-tokens POST /me/ssh-keys PATCH /me/password

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0
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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.
The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
Show this score on your site. Kin Score badge preview for GMI Cloud It updates itself when the score changes. Paste this where you link to your API docs:
<a href="https://apis.io/providers/gmi-cloud/"><img src="https://apis.io/badge/gmi-cloud/card.svg" alt="GMI Cloud on APIs.io — Kin Score by API Evangelist"></a>
Other styles, a README pill and a shields.io endpoint are on the badge page.
Raise your score.
Agent readiness — checks not met, largest first (exact, from this profile):
  • A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
  • Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
  • Pagination +5 pts — share of collection GETs (an array, or one wrapped in data/items/results ...) that declare a page/limit/offset/cursor parameter, a Link header or a next/cursor field; na with no collection GETs
  • Agent Skills +5 pts — skills artifact present, graded by who authored it
  • Agentic Commerce Well-Known Document +5 pts — a parsing /.well-known/ucp.json or acp.json declaring a version and at least one service, OR (0.27) a live x402 payment challenge from _data/x402-adoption.json — `self` when its endpoints are on the provider's own domain, `platform` when they are on a vendor's
  • Dry-Run / Simulate Mode +4 pts — OpenAPI: destructive operations expose a dry_run / simulate / preview / validate_only parameter
2 more unmet checks in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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.
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/gmi-cloud/apis.yml: open an issue on github.com/api-evangelist/gmi-cloud 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 →

Standards implemented 4

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.

measured — observed by APIs.io (documented)
measured — observed by APIs.io (verified)
measured — observed by APIs.io (published)
measured — observed by APIs.io (published)

APIs 19

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

GMI Cloud Inference Engine API

OpenAI-compatible inference endpoints (GET /v1/models, POST /v1/chat/completions) plus video inference; no machine-readable contract published.

GMI Cloud Baremetals API

GMI Bare metal management APIs for provisioning, configuring, and controlling physical server nodes. Handles server lifecycle management, hardware inventory, and status monitoring.

GMI Cloud Containers API

GMI Container management APIs for creating, managing, and monitoring containerized applications.

GMI Cloud Elastic Ips API

GMI Elastic IP address management APIs for allocating, associating, and managing public IP addresses.

GMI Cloud Firewalls API

The firewalls API from GMI Cloud — 4 operation(s) for firewalls.

GMI Cloud Idcs API

The idcs API from GMI Cloud — 1 operation(s) for idcs.

GMI Cloud Images API

GMI Image management APIs for query OS images.

GMI Cloud Invitations API

The invitations API from GMI Cloud — 1 operation(s) for invitations.

GMI Cloud Logs API

The logs API from GMI Cloud — 1 operation(s) for logs.

GMI Cloud Me API

The me API from GMI Cloud — 9 operation(s) for me.

GMI Cloud OAuth API

The oauth API from GMI Cloud — 1 operation(s) for oauth.

GMI Cloud Organizations API

The organizations API from GMI Cloud — 8 operation(s) for organizations.

GMI Cloud Sandbox API

Sandbox instance lifecycle management (Sandbox v2, /api/v2/sandboxes)

GMI Cloud Sandbox Exec API

Sandbox execution data plane (accessed via the sandbox host and sandbox access token). These endpoints are not under the control plane's `/api/v2` path; clients connect directly...

GMI Cloud Sandbox Files API

Sandbox file data plane (`/files`). **These endpoints are not under `/api/v2`** and do not use `Authorization: Bearer`: they are served by the sandbox's own data-plane entry poi...

GMI Cloud Sandbox Template API

Sandbox template management (Sandbox v2, `/api/v2/templates`)

GMI Cloud Templates API

GMI template management APIs for creating and managing reusable container template.

GMI Cloud Users API

The users API from GMI Cloud — 4 operation(s) for users.

GMI Cloud Vpcs API

The vpcs API from GMI Cloud — 2 operation(s) for vpcs.

Scroll for all 19

MCP Servers 1

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

GMI Cloud Documentation

GMI Cloud documentation MCP server (Mintlify-hosted on docs.gmicloud.ai) exposing documentation search and retrieval; tools/list answered anonymously with HTTP 200 on 2026-10-13...

MCP SERVER

GMI Cloud API pricing

Prices published by GMI Cloud, read 2026-10-28 from www.gmicloud.ai/en/pricing.

PlanPrice
NVIDIA GB200 from $8.00
NVIDIA GB300 Pre order
NVIDIA H100 GPU from $2.60
NVIDIA H200 from $3.20
NVIDIA B200 GPU from $5.00

Plan details, limits and sources →

Rate limits

All 5 limits →

Billed by: gpu-hour · FinOps profile →

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Gmi Cloud Rate Limits

5 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

FinOps 1

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

Semantic Vocabularies 1

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

Gmi Cloud Context

120 classes · 155 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

GMI Cloud API Rules

15 rules · 8 errors 4 warnings 3 info

SPECTRAL

JSON Schema 18

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

authTokenResponse

2 properties

JSON SCHEMA

BaremetalReq

9 properties

JSON SCHEMA

BaremetalResp

13 properties

JSON SCHEMA

BuildDefinition

4 properties

JSON SCHEMA

containerConfig

7 properties

JSON SCHEMA

containersResp

22 properties

JSON SCHEMA

createApiKeyRequest

3 properties

JSON SCHEMA

createOAuthAuthTokenRequest

2 properties

JSON SCHEMA

CreateSandboxControlRequest

5 properties

JSON SCHEMA

createSessionRequest

2 properties

JSON SCHEMA

CreateTemplateRequest

6 properties

JSON SCHEMA

elasticIPResp

11 properties

JSON SCHEMA

exchangeAuthorizationCodeRequest

2 properties

JSON SCHEMA

FirewallResp

10 properties

JSON SCHEMA

SandboxExecResultResponse

11 properties

JSON SCHEMA

SetSandboxControlTimeoutResponse

2 properties

JSON SCHEMA

updatePasswordRequest

4 properties

JSON SCHEMA

UpdateTemplateRequest

3 properties

JSON SCHEMA

Scroll for all 18

Security Posture 2

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

Gmi Cloud Authentication

apiKey/http · 2 schemes

SECURITY

Gmi Cloud Domain Security

TLSv1.3 · DNSSEC · DMARC

SECURITY

Agentic Access 1

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

Gmi Cloud Agentic Access

95 operations · 60 acting · 2 human-in-the-loop

95 operations · 60 acting

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 8

Pagination, idempotency, versioning, errors, and events

Scroll for all 8

Build 3

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Operate 1

Status, limits, changes, and where to get help

Commercial 4

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Other 4

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: gmi-cloud
name: GMI Cloud
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: high
  source:
  - plans
  - authentication
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
image: https://www.gmicloud.ai/_next/static/media/gmi-cloud.0t7b2ghyy4szj.png
description: GMI Cloud is a GPU cloud and AI inference provider offering the Inference Engine (OpenAI-compatible LLM, image
  and video model APIs at api.gmi-serving.com), the Cluster Engine for GPU containers, bare-metal and VPC infrastructure,
  and GMI Sandbox for isolated code execution. Its control-plane APIs are served from console.gmicloud.ai and documented at
  docs.gmicloud.ai.
url: https://raw.githubusercontent.com/api-evangelist/gmi-cloud/refs/heads/main/apis.yml
x-type: company
x-source: harvest:market-gap:ai-model-routing
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-13 (local-v5; was harvest)
specificationVersion: '0.20'
created: '2026-10-13'
modified: '2026-10-13'
tags:
- Company
- Artificial Intelligence
- Inference
- GPU Cloud
- LLM
- Model Routing
- Sandbox
- Infrastructure
tags_raw:
- Company
- AI
- Inference
- GPU Cloud
- LLM
- Model Routing
- Sandboxes
- Infrastructure
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/gmi-cloud-plans-pricing.yml
- type: CapabilityMap
  url: capabilities/gmi-cloud-capability-edges.yml
  name: GMI Cloud Business Capability Map
- type: AgenticAccess
  url: agentic-access/gmi-cloud-agentic-access.yml
- type: RateLimits
  url: rate-limits/gmi-cloud-rate-limits.yml
- type: Spectral
  url: rules/gmi-cloud-rules.yml
- type: JSONLD
  url: json-ld/gmi-cloud-context.jsonld
- type: Vocabulary
  url: vocabulary/gmi-cloud-vocabulary.yml
- type: DataModel
  url: data-model/gmi-cloud-data-model.yml
- type: Idempotency
  url: conventions/gmi-cloud-conventions.yml
- type: Conventions
  url: conventions/gmi-cloud-conventions.yml
- type: ErrorCatalog
  url: errors/gmi-cloud-problem-types.yml
- type: Conformance
  url: conformance/gmi-cloud-conformance.yml
- type: LLMsTxt
  url: llms/gmi-cloud-llms.txt
- type: AgentCard
  url: a2a/gmi-cloud-a2a.yml
- type: MCPServer
  url: mcp/gmi-cloud-mcp.yml
- type: WellKnown
  url: well-known/gmi-cloud-well-known.yml
- type: Hosts
  url: hosts/gmi-cloud-hosts.yml
- type: Vendors
  url: vendors/gmi-cloud-vendors.yml
- type: SDKs
  url: packages/gmi-cloud-packages.yml
- type: Packages
  url: packages/gmi-cloud-packages.yml
- type: Authentication
  url: authentication/gmi-cloud-authentication.yml
- type: DomainSecurity
  url: security/gmi-cloud-domain-security.yml
- type: Website
  url: https://www.gmicloud.ai
- type: DeveloperPortal
  url: https://www.gmicloud.ai/en/developers
- type: Documentation
  url: https://docs.gmicloud.ai/
- type: APIReference
  url: https://docs.gmicloud.ai/api-reference/introduction
- type: GettingStarted
  url: https://docs.gmicloud.ai/quickstart
- type: Blog
  url: https://www.gmicloud.ai/en/blog
- type: GitHubOrganization
  url: https://github.com/GMISWE
- type: Pricing
  url: https://www.gmicloud.ai/en/pricing
- type: TermsOfService
  url: https://www.gmicloud.ai/en/terms-and-conditions
- type: PrivacyPolicy
  url: https://www.gmicloud.ai/en/privacy-policy
- type: Login
  url: https://console.gmicloud.ai/
apis:
- aid: gmi-cloud:inference-api
  name: GMI Cloud Inference Engine API
  description: OpenAI-compatible inference endpoints (GET /v1/models, POST /v1/chat/completions) plus video inference; no
    machine-readable contract published.
  humanURL: https://docs.gmicloud.ai/inference-engine/api-reference/llm-api-reference
  baseURL: https://api.gmi-serving.com/v1
  tags:
  - GMI Cloud
  properties: []
- aid: gmi-cloud:gmi-cloud-baremetals-api
  name: GMI Cloud Baremetals API
  description: GMI Bare metal management APIs for provisioning, configuring, and controlling physical server nodes. Handles
    server lifecycle management, hardware inventory, and status monitoring.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - baremetals
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-baremetals-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-containers-api
  name: GMI Cloud Containers API
  description: GMI Container management APIs for creating, managing, and monitoring containerized applications.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Containers
  tags_raw:
  - containers
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-containers-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-elastic-ips-api
  name: GMI Cloud Elastic Ips API
  description: GMI Elastic IP address management APIs for allocating, associating, and managing public IP addresses.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Elastic IPs
  tags_raw:
  - elastic-ips
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-elastic-ips-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-firewalls-api
  name: GMI Cloud Firewalls API
  description: The firewalls API from GMI Cloud — 4 operation(s) for firewalls.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Firewalls
  tags_raw:
  - firewalls
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-firewalls-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-idcs-api
  name: GMI Cloud Idcs API
  description: The idcs API from GMI Cloud — 1 operation(s) for idcs.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - idcs
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-idcs-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-images-api
  name: GMI Cloud Images API
  description: GMI Image management APIs for query OS images.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Image
  tags_raw:
  - images
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-images-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-invitations-api
  name: GMI Cloud Invitations API
  description: The invitations API from GMI Cloud — 1 operation(s) for invitations.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Invitations
  tags_raw:
  - invitations
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-invitations-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-logs-api
  name: GMI Cloud Logs API
  description: The logs API from GMI Cloud — 1 operation(s) for logs.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Logs
  tags_raw:
  - logs
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-logs-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-me-api
  name: GMI Cloud Me API
  description: The me API from GMI Cloud — 9 operation(s) for me.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Me
  tags_raw:
  - me
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-me-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-oauth-api
  name: GMI Cloud OAuth API
  description: The oauth API from GMI Cloud — 1 operation(s) for oauth.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - OAuth
  - Authentication
  tags_raw:
  - oauth
  - Authentication
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-oauth-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-organizations-api
  name: GMI Cloud Organizations API
  description: The organizations API from GMI Cloud — 8 operation(s) for organizations.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Organization
  tags_raw:
  - organizations
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-organizations-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-sandbox-api
  name: GMI Cloud Sandbox API
  description: Sandbox instance lifecycle management (Sandbox v2, /api/v2/sandboxes)
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Sandbox
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-sandbox-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-sandbox-exec-api
  name: GMI Cloud Sandbox Exec API
  description: Sandbox execution data plane (accessed via the sandbox host and sandbox access token). These endpoints are
    not under the control plane's `/api/v2` path; clients connect directly to `https://{sandbox_key}.{domain}` and authenticate
    with `X-Access-Token`.
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Sandbox-Exec
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-sandbox-exec-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json
- aid: gmi-cloud:gmi-cloud-sandbox-files-api
  name: GMI Cloud Sandbox Files API
  description: 'Sandbox file data plane (`/files`). **These endpoints are not under `/api/v2`** and do not use `Authorization:
    Bearer`: they are served by the sandbox''s own data-plane entry point — clients connect directly to `https://{sandbox_key}.{domain}`
    and authenticate with `X-Access-Token`. `{sandbox_key}` is the `sandbox_key` returned by the create/connect endpoints,
    used for data-plane host addressing. `{domain}` and `X-Access-Token` are the `domain` and `sandbox_access_token` from
    the same responses — no extra endpoint is needed to obtain them.


    This split is not historical baggage but the nature of a data plane: file transfer is long-lived, high-volume, and addressed
    per sandbox, differing from the control plane''s short requests in both capacity model and failure domain, so they do
    not share an entry point.


    **One unified abstraction.** The same contract is served by two backend kinds (an in-sandbox file service / a data-center
    data-plane proxy); clients need not — and cannot — tell them apart. The cost is that the contract is their intersection:
    `Content-Length` on download and resumable download (`Range`/`206`) are **optional capabilities** that vary by data center,
    and clients must work correctly when they are absent. See the per-operation notes below.'
  humanURL: https://docs.gmicloud.ai/api-reference/introduction
  baseURL: https://console.gmicloud.ai/api
  tags:
  - Sandbox-Files
  properties:
  - type: OpenAPI
    url: openapi/gmi-cloud-sandbox-files-api-openapi.yml
  - type: JSONSchema
    url: json-schema/gmi-cloud-containers-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-container-config-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-baremetal-req-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-firewall-resp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-elastic-ipresp-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-password-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-api-key-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-oauth-auth-token-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-session-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-exchange-authorization-code-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-auth-token-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-template-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-sandbox-exec-result-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-create-sandbox-control-request-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-build-definition-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-set-sandbox-control-timeout-response-schema.json
  - type: JSONSchema
    url: json-schema/gmi-cloud-update-template-request-schema.json


# --- truncated at 32 KB (39 KB total) ---
# Full source: https://artifacts.apis.io/gmi-cloud/apis.yml

GMI Cloud API — frequently asked questions

Does GMI Cloud have an API?

Yes. APIs.io lists 19 APIs from GMI Cloud, including GMI Cloud Inference Engine API, GMI Cloud Baremetals API and GMI Cloud Containers API, and 16 more.

Is there an OpenAPI specification for the GMI Cloud API?

Yes. APIs.io indexes 18 OpenAPI specifications for GMI Cloud, each linked for download from this page.

How do I authenticate with the GMI Cloud API?

GMI Cloud documents its authentication (apiKey/http · 2 schemes). The details are profiled on APIs.io as Gmi Cloud Authentication.

How much does the GMI Cloud API cost?

GMI Cloud publishes its prices; its NVIDIA GB200 plan is from $8.00 as of 2026-10-28. APIs.io lists 5 pricing plans for GMI Cloud, with each plan's price, limits and inclusions under Pricing on this page.

Does GMI Cloud have an MCP server?

Yes. APIs.io lists 1 MCP server for GMI Cloud: GMI Cloud documentation MCP server (Mintlify-hosted on docs.gmicloud.ai) exposing documentation search and retrieval; tools/list answered anonymously with HTTP 200 on 2026-10-13. It is a docs MCP, not

Is the GMI Cloud API ready for AI agents?

GMI Cloud has a Kin Score of 52.9 out of 100 (developing) and an Agent Readiness score of 58.0 (agent-native), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider 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 providers

9 MCP tools reach this
  • find_providersBrowse and filter every provider in the catalog.
  • get_provider_artifactsEvery artifact this provider publishes, grouped by type.
  • get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
  • 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.
All 92 tools →

Call it yourself

curl for this page
This provider
curl "https://apis.io/api/v1/providers/gmi-cloud"
All providers
curl "https://apis.io/api/v1/providers?limit=25"
Every operation they expose
curl "https://apis.io/api/v1/providers/gmi-cloud/operations?limit=25"
How their score was established
curl "https://apis.io/api/v1/providers/gmi-cloud/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

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