The official GMI Cloud MCP server
Give your AI agent
the tools to do more.
GMI MCP Server is the agentic interface to GMI Cloud. Discover models, estimate costs, and generate images, videos, and audio directly from Claude, ChatGPT, Cursor, and other compatible AI tools.
https://mcp.gmicloud.ai/mcpWatch it run.
See how an idea becomes a video with GMI MCP Server, without leaving your AI tool.
Connect your AI tool to GMI Cloud
Choose your AI tool below and follow the setup steps. Sign in with your GMI account. No API key required. New to GMI? Create an account first.
Go to Claude → Customize
In Claude Desktop or claude.ai, go to Customize → Connectors.
Add it as a connector
Click Add custom connector, name it GMI Cloud, and paste this URL:
https://mcp.gmicloud.ai/mcpConnect and sign in
Click Connect and sign in with your GMI account. Then ask Claude to generate an image.
Works with Claude, Claude Code, ChatGPT, Cursor, and any other tool that supports remote MCP servers. Setup details live in the docs.
View setup guideStart with a sentence. End with a file.
MCP turns GMI Cloud into typed tools your agent calls on your behalf. Pick a scenario, copy the prompt, see what comes back.
“Create a fun and creative scene in Blender use Dino as a main character. Use GMI MCP to create reference images and 3D models.”
“Create a rock music video starring Dino as the main character, using MiniMax Music 3 to generate the music and MiniMax H3 to create the video.”
“Create a cyberpunk city game demo starring Dino, using a top-down view with a 2D pixel-art character moving through stylized 3D environments with a 3D-to-2D visual look. Use the GMI MCP to generate images, textures, and other visual assets, and let the Agent decide the rest of the game design and build a simple playable demo.”
“Create a playful, childlike website with Dino as the main character, presented as a robot toy, and use GMI MCP to generate the images and video assets needed for the site.”
“Use Seedance 2.5 to generate a 6-second video using the attached dino as a character reference: he is a tiny chef in a busy ramen kitchen, steam everywhere, tossing noodles in a wok far too big for him. Handheld camera, warm practical lights. Keep him a flat marker doodle in a photoreal kitchen.”
“Create a cartoon short film based on Dino as the main character, and use the GMI MCP to generate any images, reference materials, and other visual assets needed for the project.”
Six scenarios, ten tools — the whole v1 surface.
Agent-safe by default.
Handing an agent your cloud account deserves more care than handing it a chat window. The v1 surface is deliberately conservative.
You approve the connection
Authentication is an OAuth consent flow against your GMI account, granted separately for each tool you connect. No API keys to paste, store, or leak from a config file.
Quotes before spend
Generation costs money, so estimates are a first-class tool. Your agent can price any job before running it — a budget becomes part of the prompt, not a surprise on the invoice.
Everything on the record
V1 tools create media and read state — nothing destructive is exposed. No deletes, no account changes, and every job lands in your console history and billing like any other usage.
FAQ
Get quick answers to common queries in one place.
Ready when your agent is.
Paste one URL, sign in, and the GMI model garden is a tool call away.