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nano-banana-pro-prompts-recommend-skill

Name: nano-banana-pro-prompts-recommend-skill MCP Server
Author: YouMind-OpenLab

by YouMind-OpenLab · YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill

Grep-style search over 10k+ curated Gemini/Nano Banana image prompts — Claude recommends 3 matches with samples and copy-paste-ready text.

A token-efficient recommender skill. Describe what you need in plain language and it searches a daily-refreshed library of 10,000+ image prompts (Gemini/Nano Banana Pro), returning up to 3 suggestions with the exact prompt, sample images, and whether reference images are needed. A Content Remix mode turns your article or script into a tailored prompt.

▶ Watch demo 📦 Install 💡 Use Cases

Why use it

Key features

10k+ curated prompts across social, product, avatars, marketing, more
Grep-style search — never loads full category files, so token cost stays low
Content Remix mode: paste an article, get a matched style prompt
Library refreshed twice daily via GitHub Actions
Returns translated title/description + exact English prompt + sample thumbnails

Live Demo

What it looks like in practice

nano-banana-pro-prompts-recommend-skill.replay ▶ ready

0/0

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "nano-banana-pro-prompts-recommend-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill",
        "~/.claude/skills/nano-banana-pro-prompts-recommend-skill"
      ],
      "_inferred": true
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "nano-banana-pro-prompts-recommend-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill",
        "~/.claude/skills/nano-banana-pro-prompts-recommend-skill"
      ],
      "_inferred": true
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "nano-banana-pro-prompts-recommend-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill",
        "~/.claude/skills/nano-banana-pro-prompts-recommend-skill"
      ],
      "_inferred": true
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "nano-banana-pro-prompts-recommend-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill",
        "~/.claude/skills/nano-banana-pro-prompts-recommend-skill"
      ],
      "_inferred": true
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "nano-banana-pro-prompts-recommend-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill",
        "~/.claude/skills/nano-banana-pro-prompts-recommend-skill"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json

{
  "context_servers": {
    "nano-banana-pro-prompts-recommend-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill",
          "~/.claude/skills/nano-banana-pro-prompts-recommend-skill"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add nano-banana-pro-prompts-recommend-skill -- git clone https://github.com/YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill ~/.claude/skills/nano-banana-pro-prompts-recommend-skill

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use nano-banana-pro-prompts-recommend-skill

Turn a blog post into a matched header image via Content Remix

👤 Content marketers generating consistent visuals ⏱ ~5 min beginner

When to use: You published an article and want a header image that captures its vibe without briefing a designer.

Flow

Paste the article

Content Remix mode — here's the post [paste]. Find a matching style.✓ Copied

→ Skill asks 1-2 personalization questions (tone, subject, palette)
Generate

Mood: optimistic. Subject: abstract city skyline.✓ Copied

→ Final prompt tailored to the article

Outcome: A header image prompt that matches your article's voice.

Pitfalls

Generated prompt drifts from brand — Add your brand style anchors in the personalization step

Combine with: claude-blog-skill

Combinations

Pair with other MCPs for X10 leverage

nano-banana-pro-prompts-recommend-skill + prompt-master-skill

Use prompt-master to clarify intent, then this skill to pick a tested prompt pattern

Use prompt-master to nail down what I want, then hand off to nano-banana-pro-prompts.✓ Copied

nano-banana-pro-prompts-recommend-skill + claude-blog-skill

Blog skill writes the post; this skill picks matching imagery

Generate the blog post with /blog write, then ask nano-banana-pro-prompts for a hero.✓ Copied

nano-banana-pro-prompts-recommend-skill + claude-ads-skill

After creative variants are proposed, pick image prompts for each

For the 5 winning ad concepts from claude-ads, recommend image prompts.✓ Copied

Tools

What this MCP exposes

Tool	Inputs	When to call
Direct Search	plain language description	You know what you want in words
Content Remix	article / script / notes	You have content and need matching visuals
Grep-style filter	keywords	Auto — used under the hood

Cost & Limits

What this costs to run

API quota: None for the skill; image generation is a separate cost in Gemini/Nano Banana
Tokens per call: Very low — grep-style search keeps loads small
Monetary: Free — skill is local
Tip: Prefer Direct Search for quick picks; save Remix for important long-form pieces.

Security

Permissions, secrets, blast radius

Credential storage: No credentials — skill is prompts

Data egress: None

Troubleshooting

Common errors and fixes

No matches returned

Broaden the description or try Content Remix mode with richer context.

Sample images don't render in your client

The skill returns image URLs; your client may not auto-preview. Open them directly.

Prompts assume Gemini/Nano Banana Pro specifically

They work best there; you may need to adapt for Midjourney or DALL-E syntax.

Alternatives