Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts

Name: Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts
Author: yedanyagamiai-cmd

@yedanyagamiai-cmd

リポジトリホームページ

Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts について

49 AI tools across 9 MCP servers. Enterprise AGI Runtime (1,054 tests). Free tier. ☕ buymeacoffee.com/yesinyagami

#prompt-engineering #mcp #cloudflare-workers #ai #llm #optimization

基本情報

カテゴリ

その他

ライセンス

MIT

ランタイム

node

トランスポート

stdio

公開者

yedanyagamiai-cmd

投稿者

yagami yedan

設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "prompt-enhancer": {
      "url": "https://prompt-enhancer-mcp.yagami8095.workers.dev/mcp"
    }
  }
}

ツール

Get a Pro API key for higher rate limits and template access

概要

What is Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts?

A server that scores, improves, and generates AI prompts. It runs on Cloudflare Workers and is designed for anyone who writes prompts for AI tools—helping turn vague instructions into clear, effective prompts.

How to use Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts?

Add the server URL (https://prompt-enhancer-mcp.yagami8095.workers.dev/mcp) to your MCP client configuration (e.g., Claude Desktop, Cursor). No installation is required. Use tools like enhance_prompt, analyze_prompt, convert_prompt_format, or generate_system_prompt via natural language.

Key features of Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts

Score prompts 0–100 with actionable improvement suggestions
Rewrite vague prompts into clear, effective versions
Convert prompts between plain text, XML, markdown, and JSON
Generate production-ready system prompts for any role or task
Browse 30+ curated prompt templates (Pro tier)
Works immediately with no API key on the free tier

Use cases of Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts

Improve weak prompts to get 10x better AI outputs
Generate a custom system prompt for a customer support AI agent
Convert a plain text prompt to XML format for use with Claude
Quickly score and diagnose prompt quality before submitting
Access pre-built templates for content writing and other tasks (Pro)

FAQ from Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts

Do I need to install any software?

No. The server runs on Cloudflare Workers. Just add the URL to your MCP config—the free tier works immediately with no API key.

What makes a prompt score high versus low?

The analyzer checks clarity (unambiguous), specificity (scope, format, length), structure (context and constraints), and completeness (edge cases). A score of 80+ indicates production-quality prompts.

Which tools are free and which require Pro?

enhance_prompt, analyze_prompt, convert_prompt_format, and generate_system_prompt are free (10 calls/day). The prompt_template_library (30+ templates) and higher rate limits require a Pro subscription at $29/month.