Examples and Guides

This section contains runnable workflows with practical commands.

What This Section Covers

• local MCP stdio demo and optimization
• Cloudflare MCP direct and HTTP bridge optimization
• GEPA adapter design and contribution scope
• Gemini reflection optimization with low budget
• local, Docker, and Monty execution backend behavior

Recommended Paths

Path A: Local MCP Flow

• Examples Overview
• Local, Docker, and Monty

Path B: Cloudflare MCP Flow

• Cloudflare HTTP
• GEPA Adapter Changes
• Examples Overview

Path C: Real LLM Demo Flow

• Gemini Optimization

Notes

All scripts referenced here exist under examples/ and are aligned to current code.