RRepoGEO

REPOGEO REPORT · LITE

jau123/MeiGen-AI-Design-MCP

Default branch main · commit f5a53224 · scanned 6/21/2026, 3:46:42 AM

GitHub: 1,468 stars · 186 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface jau123/MeiGen-AI-Design-MCP, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Clarify repository description to specify 'Model Context Protocol (MCP) server' and its integration with AI coding tools

    Why:

    CURRENT
    Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
    COPY-PASTE FIX
    An open-source Model Context Protocol (MCP) server for AI image & video generation, integrating 9 models and a 1,400+ prompt library directly into major AI coding tools like Claude Code and Cursor.
  • mediumtopics#2
    Add more specific topics related to AI agents, coding environments, and orchestration

    Why:

    CURRENT
    ai-image-generation, claude, claude-code, comfyui, lovart, mcp, mcp-server, model-context-protocol, openclaw, prompt-engineering
    COPY-PASTE FIX
    ai-image-generation, claude, claude-code, comfyui, lovart, mcp, mcp-server, model-context-protocol, openclaw, prompt-engineering, ai-agents, ai-coding-assistant, ai-orchestration, generative-ai-server, image-generation-api, video-generation-api
  • lowreadme#3
    Add a clarifying sentence to the 'What Is This?' section to differentiate from standalone tools

    Why:

    CURRENT
    An MCP server that turns any AI coding tool into a professional design assistant.
    COPY-PASTE FIX
    An MCP server that turns any AI coding tool into a professional design assistant. Unlike standalone image generators, MeiGen integrates directly into your coding environment to orchestrate complex AI design workflows.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface jau123/MeiGen-AI-Design-MCP
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ComfyUI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI · recommended 2×
  2. Midjourney · recommended 1×
  3. Stable Diffusion · recommended 1×
  4. Automatic1111 · recommended 1×
  5. RunwayML Gen-2 · recommended 1×
  • CATEGORY QUERY
    How to efficiently generate AI images and videos using diverse models and curated prompts?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. Automatic1111
    4. ComfyUI
    5. RunwayML Gen-2
    6. Pika Labs
    7. DALL-E 3
    8. ChatGPT Plus
    9. Microsoft Copilot
    10. Leonardo.Ai
    11. Adobe Firefly

    AI recommended 11 alternatives but never named jau123/MeiGen-AI-Design-MCP. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source server to orchestrate AI image generation within my coding environment.
    you: not recommended
    AI recommended (in order):
    1. ComfyUI
    2. Automatic1111's Stable Diffusion web UI
    3. InvokeAI
    4. Diffusers
    5. Fooocus

    AI recommended 5 alternatives but never named jau123/MeiGen-AI-Design-MCP. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of jau123/MeiGen-AI-Design-MCP?
    pass
    AI named jau123/MeiGen-AI-Design-MCP explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts jau123/MeiGen-AI-Design-MCP in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jau123/MeiGen-AI-Design-MCP explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo jau123/MeiGen-AI-Design-MCP solve, and who is the primary audience?
    pass
    AI named jau123/MeiGen-AI-Design-MCP explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Brand-free category queries5 vs 2 in Lite
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