PromptLabHub MCP · 公测进行中

MODEL CONTEXT PROTOCOL

Create freely in the AI tools you already use Model Context Protocol

Connect Claude Desktop, Cursor, Windsurf, ChatGPT, and CLI coding agents to PromptLabHub's verified prompt intelligence engine.

Remote Server URL:https://promptlabhub.com/api/mcp
Zero-config remote connection
Claude, Cursor, Windsurf & Codex support
50,000+ verified prompt recipes

CLIENT CONFIGURATION

快速 AI 客户端配置

Remote connection, zero local install

Claude Desktop Configuration
Add PromptLabHub to your claude_desktop_config.json file to give Claude direct access to prompt search and optimization tools.
{
  "mcpServers": {
    "promptlabhub": {
      "url": "https://promptlabhub.com/api/mcp"
    }
  }
}

AGENT CAPABILITIES

Creative superpowers for your AI

Five specialized prompt tools designed for autonomous visual workflows and agentic prompting.

plh_search_prompts

Search thousands of curated AI prompts by model, subject, aspect ratio, and aesthetic tags.

Example Query:

“Find 5 photorealistic food photography prompts with high contrast lighting.”

plh_optimize_prompt

Transform basic concept ideas into high-fidelity prompts tailored to Midjourney v6, FLUX Ultra, or DALL-E 3.

Example Query:

“Enhance 'cyberpunk cat in rain' with camera settings, lighting, and model parameters.”

plh_get_parameters

Extract tested command parameters, aspect ratios, stylize values, and negative prompt tokens.

Example Query:

“Get optimal parameters for cinematic anime backgrounds on Midjourney v6.1.”

plh_reverse_prompt

Analyze an artwork or scene description and deduce the artistic movements, artist cues, and render styles.

Example Query:

“Deconstruct visual style into prompt keywords for 3D isometric game assets.”

plh_sync_collection

Access your personal prompt collections and bookmarks straight inside your code editor or chat.

Example Query:

“Fetch my 'Cyberpunk Brand Assets' collection for reference in this design project.”

VERIFICATION

Once connected, try this first

Verify your connection by asking your AI assistant to query PromptLabHub without spending tokens:

“Use PromptLabHub to list available prompt tools and fetch 3 trending cinematic portrait prompts for Midjourney v6.”
Confirm your connection by querying available tools without consuming tokens.

抢先体验

获取 MCP 2.0 更新与工具通知

率先体验自主智能体提示词工具、本地嵌入以及定制客户端插件。

我们尊重您的隐私，绝不发送垃圾邮件。

QUESTIONS & ANSWERS

Model Context Protocol FAQ

Common questions about connecting and running the PromptLabHub MCP server.

Model Context Protocol FAQ
Model Context Protocol is an open standard that allows AI assistants (like Claude, Cursor, and Windsurf) to securely access external tools, APIs, and databases.
No. PromptLabHub provides a remote SSE/HTTP MCP endpoint, so you can connect in seconds without installing local packages or Python scripts.
Claude Desktop, Cursor Composer, Windsurf Cascade, Zed, Continue.dev, and any MCP-compliant agent or CLI.
Yes, querying public prompt collections and using basic optimization tools via MCP is completely free.