Скачать или смотреть ⚡Generate a Working MCP Server in 30 Seconds (Cookie Cutter Template)

Fix AI's random code generation! Generate MCP servers in 30 seconds using Cookie Cutter templates. Works with Claude Code & Cursor.

In this video, I introduce a game-changing but simple method to bring determinism to non-deterministic generative AI, solving the most frustrating AI code generation problems. I'll show you how to quickly build and customize an MCP server using the Python Cookie Cutter tool - literally in 30 seconds - and guide you through the entire process from setup to testing.

This tutorial demonstrates how to inject consistency and reliability into AI-assisted coding through templating, showing you the power of combining deterministic templates with AI's creative capabilities. Learn how to effectively use templates, add custom tools, and generate tests to streamline your MCP server development process.

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🚀 COOKIE CUTTER AND context7 MCP SERVER INSTALLATION
DO THIS PRIOR TO STARTING THE VIDEO'S TUTORIAL SECTION
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Copy these prompts into Claude Code, Cursor, or your AI coding assistant:
────────────────────────────────────
Check if uv is installed by running: uv --version
If uv is not found, install it first:
On macOS/Linux: curl -LsSf https://astral.sh/uv/install.sh | sh
On Windows: powershell -c "irm https://astral.sh/uv/install.ps1 | iex"

Once uv is installed, install cookiecutter permanently:
uv tool install cookiecutter

Verify cookiecutter is installed: cookiecutter --version

You can now run cookiecutter directly with any template:
cookiecutter gh:codingthefuturewithai/mcp-cookie-cutter

────────────────────────────────────

────────────────────────────────────
Check if I'm using Claude Code by looking for claude CLI. If yes, run:
claude mcp add context7 -- npx -y @upstash/context7-mcp

If I'm using Cursor, help me add Context7 to my MCP configuration:
1. Open the file ~/.cursor/mcp.json (create it if it doesn't exist)
2. Add this configuration:
{
"mcpServers": {
"context7": {
"command": "npx",
"args": ["-y", "@upstash/context7-mcp"]
}
}
}
3. Save the file and restart Cursor

Then verify Context7 is working by asking me to test a documentation lookup.
────────────────────────────────────

That's it! With uvx installed, you can run any cookiecutter template directly using:
uvx cookiecutter [template-url].

And with context7 MCP Server configured in you AI coding assistant, the AI assistant can use the custom commands within the generated MCP server to teach you and help you build your own tools!

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In This Video:
• The Non-deterministic AI Challenge - Why AI keeps generating different code
• Injecting Determinism into AI - A template-based solution
• Building MCP Servers with Cookie Cutter - The 30-second method
• Claude Code Integration - How Claude teaches you about MCP
• Adding Custom Tools - Extending your MCP server functionality
• Auto-cleanup Features - Keeping your codebase clean
• Testing & Validation - Ensuring your MCP server works perfectly

Resources from This Video:
• Python Cookie Cutter Docs: https://cookiecutter.readthedocs.io/e...
• MCP Cookie Cutter Template: https://github.com/codingthefuturewit...
• UV Documentation: https://docs.astral.sh/uv/
• Skool Community (Free Membership!): https://www.skool.com/coding-the-future

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🎇 Join Our Skool Community 🎇
Connect with other AI-powered developers, discuss MCP server development, share your custom tools, and access exclusive learning resources. Join now while membership is free!

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Chapters:
00:00 Banner
00:03 The Non-deterministic AI Challenge
00:50 Injecting Determinism into AI
01:40 A New Approach to Building MCP Servers
02:49 Using Cookie Cutter for MCP Servers
04:20 Generating Your MCP Server Using Cookie Cutter (in 30 seconds)
10:30 Claude Code Teaches You About MCP (and our MCP framework)
17:25 Adding and Testing Your Own Custom MCP Tools
27:32 Auto-cleanup of MCP Example Tools
30:43 Wrap-up and Future Learning

Connect with me:
• Website: https://codingthefuture.ai
• X (Twitter): x.com/CodingFutureAI

If you're frustrated by inconsistent AI code generation or want to level up your MCP server development, this is the tutorial for you. Don't forget to like, comment, and subscribe for more tutorials on bringing reliability to AI-assisted development. Let's build deterministic AI solutions together! ⚡️

#MCPServers #AICoding #ClaudeCode