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.
git 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/commands/jau123/meigen-ai-design-mcp/find)<a href="https://agentmods.dev/commands/jau123/meigen-ai-design-mcp/find"><img src="https://agentmods.dev/badge/commands/jau123/meigen-ai-design-mcp/find/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/commands/jau123/meigen-ai-design-mcp/find"><img src="https://agentmods.dev/badge/commands/jau123/meigen-ai-design-mcp/find.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00019 | $0.00196 |
| Opus 5 | $0.00010 | $0.00098 |
| Sonnet 5 | $0.00004 | $0.00039 |
| Haiku 4.5 | $0.00002 | $0.00020 |
Grade A, and why
find scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- find — 91% identical, 5 lines differ
What it actually says
Quick Find
Search the curated gallery for inspiration. Show visual results immediately.
Instructions
- Call
mcp__meigen__search_gallerywith query:$ARGUMENTS- If no arguments provided, call with no query to get trending picks
- Use limit: 6 for a good visual spread
- Display results as a compact list:
- Number, preview image (markdown), one-line prompt excerpt, category
- End with: "Say a number to see the full prompt, or describe what you want to generate."
If the user picks a number, call mcp__meigen__get_inspiration with that entry's ID to show the full prompt and images.
Keep output visual and scannable. No long explanations.
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 · 24 lines · 19 tokens per session scan A f157552c6c23
find is a command published in the GitHub repository jau123/MeiGen-AI-Design-MCP (1,746 stars, last pushed 1mo ago), licensed MIT. It adds 19 tokens to every session and 196 once invoked, about $0.0001 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.
Other commands, from other repositories
list
List components in the Storybook design system.
theme
Get design system theme (colors, spacing, typography).
models
List available AI models and switch the default model for this session. Use when user runs /meigen:models to see or change models.
ref
Upload a local image as reference for generation. Returns a public URL.
reference
Find real website reference for a design brief.
tokens
Show what real sites measure for a section type.