FastMCP Quickstart Example

This is a quickstart example for FastMCP, featuring two MCP servers!

Getting Started

This repository contains two MCP servers demonstrating FastMCP capabilities:

Files

• echo.py - A simple MCP server that echoes back your messages (demo)
• prompt_enhancer.py - Production-ready MCP server for improving prompts for Claude Code
• test_prompt_enhancer.py - Test suite for Prompt Enhancer
• QUICK_START.md - Quick start guide for using Prompt Enhancer
• HOW_TO_TEST.md - Detailed testing instructions
• CLAUDE.md - Development guide for Claude Code

Prompt Enhancer MCP

The Prompt Enhancer is a practical MCP server that helps you write better prompts for Claude Code:

Features:

• ✅ 6 tools for prompt improvement (enhance, analyze, make specific, add context, etc.)
• ✅ 4 resource endpoints with best practices and examples
• ✅ 3 prompt templates for common tasks
• ✅ Scores prompt quality (0-100 scale)
• ✅ Ready for production use

Quick Test:

# Install dependencies
pip install fastmcp

# Run tests
python test_prompt_enhancer.py

See QUICK_START.md for usage examples!

Deployment

This repository is ready to be deployed!

Option 1: FastMCP Cloud (Recommended)

• Already connected to FastMCP Cloud
• Just push your changes: git push
• Automatic deployment!

Option 2: Use with Claude Code locally

fastmcp install claude-code prompt_enhancer.py --server-name "Prompt Enhancer"

Learn More

• FastMCP Documentation
• MCP Protocol

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This repository was automatically created from the FastMCP quickstart template.