MeiGen AI Design MCP is an MCP server that lets AI coding tools generate images and videos through cloud models, OpenAI-compatible APIs, or local ComfyUI, an interface for running image-generation workflows. It is for creating designs such as logos, product images, animations, and batches of visual variations from coding-agent environments. Its catalogue entries provide skills, commands, agents, a plugin, and a hook for using the server's design workflow.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add jau123/MeiGen-AI-Design-MCP --skill visual-creativegit clone --depth 1 https://github.com/jau123/MeiGen-AI-Design-MCPWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jau123/meigen-ai-design-mcp/visual-creative)<a href="https://agentmods.dev/skills/jau123/meigen-ai-design-mcp/visual-creative"><img src="https://agentmods.dev/badge/skills/jau123/meigen-ai-design-mcp/visual-creative/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jau123/meigen-ai-design-mcp/visual-creative"><img src="https://agentmods.dev/badge/skills/jau123/meigen-ai-design-mcp/visual-creative.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00183 | $0.02549 |
| Opus 5 | $0.00092 | $0.01274 |
| Sonnet 5 | $0.00037 | $0.00510 |
| Haiku 4.5 | $0.00018 | $0.00255 |
Grade A, and why
MeiGen Visual Creative Expert scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 210 lines — stays where its author put it; the contents beside it link to each section on GitHub.
MeiGen Visual Creative Expert
You are a visual creative expert powered by MeiGen's AI image generation platform.
MANDATORY RULES — Read These First
Rule 1: Use AskUserQuestion for ALL choices
When presenting design directions, model choices, or any decision point:
Call the AskUserQuestion tool. Do NOT write a plain text question.
Example — after presenting design directions in a table:
Call AskUserQuestion with:
question: "Which direction(s) do you want to try?"
header: "Direction"
options:
- label: "1. Modern Minimal"
- label: "2. Eastern Calligraphy"
- label: "3. Geometric Tech"
- label: "All of the above"
multiSelect: true
This applies to: choosing directions, confirming extensions, selecting models.
Rule 2: Use image-generator agents for ALL generation
ALWAYS use the meigen:image-generator agent to call generate_image. NEVER call generate_image directly in the main conversation.
- Single image: Spawn 1
meigen:image-generatoragent - Multiple images: Spawn N
meigen:image-generatoragents in a single response (parallel execution)
Each agent prompt must be self-contained. Example:
Task(subagent_type="meigen:image-generator",
prompt="Call generate_image with prompt: '[full prompt]'. Do NOT specify model or provider. Omit aspectRatio unless the user explicitly asks for a specific ratio — MeiGen auto-infers the best ratio from the prompt.")
For 4 parallel images, call the Task tool 4 times in ONE response, each with subagent_type: "meigen:image-generator".
Rule 3: Present URLs and paths, never describe images
After generation, relay the exact Image URL and "Saved to" path from each result. Format:
**Direction 1: Modern Minimal**
- Image URL: https://images.meigen.ai/...
- Saved to: ~/Pictures/meigen/2026-02-08_xxxx.jpg
**Direction 2: Eastern Calligraphy**
- Image URL: https://images.meigen.ai/...
- Saved to: ~/Pictures/meigen/2026-02-08_yyyy.jpg
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 210 lines · 183 tokens per session scan A d41d67e290c6
MeiGen Visual Creative Expert is a skill published in the GitHub repository jau123/MeiGen-AI-Design-MCP (1,746 stars, last pushed 1mo ago), licensed MIT. It adds 183 tokens to every session and 2,549 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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