# GMI Cloud

**Canonical:** https://apis.io/providers/gmi-cloud/  
**Website:** https://www.gmicloud.ai  
**APIs profiled:** 3

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.

## Kin Score — 52.9 / 100 (developing)

Scored 2026-11-06 under rubric 0.27.0. Trend: falling (-8.1 from 61.0).

| Facet | Score |
|---|---|
| Discoverability | 80.0 |
| Contract Quality | 70.8 |
| Contract Governance | 22.0 |
| Operational Transparency | 34.2 |
| Developer Ergonomics | 39.3 |
| Access Clarity | 61.8 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 19.1 (matched via fallback).

## Agent readiness — 58.0 (agent-native)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | documented |
| MCP Server | documented |
| Auth Clarity | served |
| Idempotency | verified |
| Error Semantics | verified |
| OpenAPI Examples | partial |
| Rate Limit Signal | verified |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | served |
| Protected Resource Metadata | verified |
| Dynamic Client Registration | yes |
| Agentic Commerce | no |
| Pagination Ratio | no |
| Operation Distinctiveness | mostly |
| MCP Tool Quality | full |

## Access

Paid — onboarding: unknown, pricing: paid, trial: no (confidence: high).

## APIs (19)

- **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.

## MCP servers (1)

- **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...

## Agentic access (1)

- **Gmi Cloud Agentic Access** — 95 operations · 60 acting · 2 human-in-the-loop

## Security (2)

- **Gmi Cloud Authentication** — apiKey/http · 2 schemes
- **Gmi Cloud Domain Security** — TLSv1.3 · DNSSEC · DMARC

## Plans (1)

- **Gmi Cloud Plans Pricing**

## Tags

Company, Artificial Intelligence, Inference, GPU Cloud, LLM, Model Routing, Sandbox, Infrastructure

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/gmi-cloud/). Scores are computed from the provider's own public artifacts under a published rubric.