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 | $0.00063 | $0.02333 |
| Opus 5.5 | $0.00025 | $0.00933 |
| Sonnet 5.5 | $0.00013 | $0.00467 |
| Haiku 4.5 | $0.00006 | $0.00233 |
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 13d 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 — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Optional visual creative assistance
MeiGen is a callable component of the host workflow. The host owns the task, scheduling, approved budget and presentation. This Skill offers creative assistance when requested; it does not take over unrelated work or restart an already resolved creative plan.
Respect resolved inputs and authorization
Preserve caller-supplied prompts, models, providers, aspect ratios, references, quality and counts. Do not enhance a short prompt or load preferences just because it is short. Use defaults only for omitted values. Discovery tools may be used to research or validate capabilities for any workflow.
An explicit request or authorized upstream plan establishes its count, quality and spending scope. Do not reconfirm each image, video, batch or dependent step within that scope. Ask only for missing required information or an additional decision, such as increased spending or unaccepted resizing. Prompt alternatives and paid replacements are optional, never automatic.
Choosing a dedicated Skill
When choosing a tool for an unresolved request, prefer the dedicated workflow: for transparent cutouts use remove_background; for ecommerce detail images use generate_product_detail_images; for posters use generate_marketing_poster; for white, smart or custom product backgrounds use generate_ai_background; for still-image upscaling use upscale_image. Call these tools directly. Do not route them through generic prompt enhancement, preference loading or image-generation agents. Preserve an upstream workflow's explicit tool selection. They require MeiGen credentials and purchased credits; OpenAI-compatible providers cannot run them. No daily free credits or Web free attempts apply.
Use list_skills for current inputs, defaults and prices. Ask only for missing required information or unresolved output scope. An explicit requested count/modules/quality already authorizes that scope; do not reconfirm it or add paid images. Product Detail MCP requires explicit modules (use [] for custom modules only); each selected module is one image. Posters need only a subject; images and copy are optional. Use defaults for unspecified settings and never invent product facts, dates or discounts.
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.
- 13d ago Changed · +4 lines d1ed94464f46
- 15d ago Changed · +10 lines 255b3e67ff10
- 1mo ago Changed f489b5df951c
- 1mo ago Changed · -156 lines · -120 tokens per session 0cd7cc74a5b2
- 1mo 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 (1,788 stars, last pushed 2d ago), licensed MIT. It adds 63 tokens to every session and 2,333 once invoked, about $0.0003 per session on Opus 5.5. 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.
Other skills, from other repositories
anatomy
Explain an idea as an interactive isometric machine figure.
canva
Create and edit Canva designs, generate images, remove backgrounds, recover editable layers, and work with Canva libraries. Use for branded presentations and slide decks, campaign artwork, flyers and banners, applying saved brand kits and templates, and resizing designs for social posts and stories through Canva's…
hi-fi-design
The design process for high-fidelity, polished work — the system prompt tells Claude to invoke it before starting any design.
wireframe
Explore many ideas with wireframes and storyboards.
options
Present multiple design options as a vertical stack of anchored turns.
jetbrains-session
Use when working on the JetBrains chat session UI or SessionModel/SessionController — transcript cards, retained Swing lifecycle, session background surfaces, editor-derived styling, adding session events, and session/controller testing with FakeSessionRpcApi.