LumabyteCo/clarifyprompt-mcp

Developer Tools

MCP server for AI prompt optimization — transforms vague prompts into platform-optimized prompts for 58+ AI platforms across 7 categories (image, video, voice, music, code, chat, document).

Overview

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y clarifyprompt-mcp

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from LumabyteCo/clarifyprompt-mcp your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "clarifyprompt-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "clarifyprompt-mcp"
      ]
    }
  }
}

Route LumabyteCo/clarifyprompt-mcp intelligently

Connect in 2 minutes. Only pay for the tools your agent actually uses.

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Git

Git repository operations and history inspection

Sequential Thinking

Support for step-by-step reasoning with explicit thought processes

GitHub

Access GitHub repositories, issues, and pull requests

Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add clarifyprompt-mcp

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use LumabyteCo/clarifyprompt-mcp directly without routing

npx -y clarifyprompt-mcp

New to Agent-CoreX? View setup guide →

Direct install

Use with Agent-CoreX

Route LumabyteCo/clarifyprompt-mcp intelligently

More Developer Tools servers

Git

Sequential Thinking

GitHub

Installation Guide

Use with Agent-CoreX

Direct Install