MeiGen-AI-Design-MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| enhance_promptA | Transform a simple idea into a professional image generation prompt. Use when the user provides a brief description (e.g., "a cat in a garden") and needs a detailed, high-quality prompt. Combine with gallery inspiration for best results. Free, no API key needed. |
| search_galleryA | Search 1300+ curated AI image prompts with preview images. Results include image URLs — render them as markdown images ( |
| list_modelsA | List available AI image generation models with pricing and capabilities. |
| get_inspirationA | Get the full prompt and all image URLs for a gallery entry. Show the images to the user as visual examples. The prompt can be used directly with generate_image(), and image URLs can be passed as referenceImages for style transfer. |
| manage_preferencesA | Read or update user preferences: default style, aspect ratio, model, style notes, and favorite prompts. Call with action "get" at conversation start to load preferences. |
| upload_reference_imageA | Upload a local image for use as a reference in generate_image. Compresses large images (max 2MB, max 2048px) and returns a public URL. Call this when the user wants to use a local file as a reference image. |
| comfyui_workflowA | Manage ComfyUI workflow templates: list, view parameters, import from file, modify settings, or delete. |
| generate_imageA | Generate an image using AI. Supports MeiGen platform, local ComfyUI, or OpenAI-compatible APIs. Tip: get prompts from get_inspiration() or enhance_prompt(), and use gallery image URLs as referenceImages for style guidance. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 8 tools
Each tool has a distinct purpose: workflow management, prompt enhancement, image generation, gallery inspiration, model listing, preferences, gallery search, and reference upload. No two tools overlap significantly.
All tool names use lowercase snake_case with a consistent verb_noun pattern (e.g., generate_image, list_models, upload_reference_image). No mixing of conventions.
Eight tools cover the major aspects of an AI design workflow without being excessive. Each tool serves a clear function, and the count feels well-scoped for the domain.
The set covers the full cycle from inspiration (search_gallery, get_inspiration) to prompt creation (enhance_prompt) to generation (generate_image) with supporting utilities (list_models, manage_preferences, upload_reference_image, comfyui_workflow). A minor gap is the lack of a tool to view or manage generated image history.