gwanggo-mcp
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@gwanggo-mcpgenerate an image of a sunset over mountains"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
gwanggo-mcp
Give your AI agent the power to generate images & video.
MCP server + CLI for the Gwanggo API — Seedream, Sora, Veo, Kling, GPT Image and 30+ more models behind one key.
Works with Claude Code · Claude Desktop · Cursor · Codex — anything that speaks MCP.
You: "우리 신제품 세럼 광고 이미지 만들어줘, 화장품 무드로"
Agent: [calls generate_image with seedream-5] → https://…/result.pngSetup (2 minutes)
1. Connect your account (opens a browser approval — no password pasting):
npx gwanggo-mcp loginNew accounts get free credits: sign up at gwanggo.jocoding.io. You can also skip
loginand setGWANGGO_API_KEY(create one at Dashboard → API keys).
2. Add to your agent:
Claude Code
claude mcp add gwanggo -- npx -y gwanggo-mcpClaude Desktop / Cursor (claude_desktop_config.json / .cursor/mcp.json)
{
"mcpServers": {
"gwanggo": {
"command": "npx",
"args": ["-y", "gwanggo-mcp"]
}
}
}Codex CLI (~/.codex/config.toml)
[mcp_servers.gwanggo]
command = "npx"
args = ["-y", "gwanggo-mcp"]To pass the key explicitly instead of login, add "env": { "GWANGGO_API_KEY": "gwk_..." }.
Related MCP server: MCP Veo 3 Video Generation Server
Tools
Tool | What it does |
| 35+ image/video models with credit costs and per-model options |
| Text→image / image edit. Waits for completion, returns the URL |
| Text→video / image→video (Seedance 2.0, Kling 3.0, Veo 3.1, Sora 2 …) |
| Check a previous generation by id |
| Remaining credit balance |
Failed generations are auto-refunded server-side.
CLI usage
The same binary doubles as a CLI:
npx gwanggo-mcp models
npx gwanggo-mcp generate image "neon alley cat, cinematic" --model gpt-image-2 --quality high
npx gwanggo-mcp generate video "waves crashing at dawn" --model seedance-2.0 --resolution 720p --duration 5
npx gwanggo-mcp me # credits
npx gwanggo-mcp task <id> # check statusHow it works
Thin client over the public Gwanggo /v1 REST API — the same API that powers the open-source Gwanggo Studio. Your key is stored at ~/.config/gwanggo/config.json (0600) and sent only as a Bearer token.
License
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Latest Blog Posts
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/bill-950207/gwanggo-mcp'
If you have feedback or need assistance with the MCP directory API, please join our Discord server