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.
What this lets a business do 2
Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →
Kin Score
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.
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 SERVERGMI Cloud API pricing
Prices published by GMI Cloud, read 2026-10-28 from www.gmicloud.ai/en/pricing.
| Plan | Price |
|---|---|
| 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
- Tier 1 TPM (all models): 1 minute
- Tier 2 TPM (all models): 1 minute
- Tier 3 TPM (all models): 1 minute
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
RATE LIMITSService Levels 1
Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.
GMI Cloud
SLAFinOps 1
Cost, billing, and metering signals for API financial operations.
Gmi Cloud Finops
FINOPSSemantic Vocabularies 1
JSON-LD contexts and semantic vocabularies used across these APIs.
Gmi Cloud Context
JSON-LDSpectral Rules 1
Spectral governance rulesets for linting and validating these APIs.
GMI Cloud API Rules
SPECTRALJSON Schema 18
Standalone JSON Schema definitions for this provider's data models.
authTokenResponse
JSON SCHEMABaremetalReq
JSON SCHEMABaremetalResp
JSON SCHEMABuildDefinition
JSON SCHEMAcontainerConfig
JSON SCHEMAcontainersResp
JSON SCHEMAcreateApiKeyRequest
JSON SCHEMAcreateOAuthAuthTokenRequest
JSON SCHEMACreateSandboxControlRequest
JSON SCHEMAcreateSessionRequest
JSON SCHEMACreateTemplateRequest
JSON SCHEMAelasticIPResp
JSON SCHEMAexchangeAuthorizationCodeRequest
JSON SCHEMAFirewallResp
JSON SCHEMASandboxExecResultResponse
JSON SCHEMASetSandboxControlTimeoutResponse
JSON SCHEMAupdatePasswordRequest
JSON SCHEMAUpdateTemplateRequest
JSON SCHEMAScroll for all 18
Security Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
Recommended x-agentic-access execution contracts for AI agents.
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)
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.