MCP Recipes

Build Real AI Tools

Step-by-step tutorials that combine MCP servers with AI to create practical tools. Each recipe includes working code, architecture diagrams, and best practices.

🔧

Working Code

Copy-paste configurations and scripts

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Architecture

Understand how components connect

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Production Ready

Security and best practices included

Intermediate18 min read

Build an AI E-commerce Order Manager with Stripe MCP + Shopify MCP

Manage orders, refunds, and products with AI. Use the official Stripe MCP and Shopify Storefront MCP to look up payments, issue refunds, search products, and handle customer queries—all from natural language.

Intermediate18 min read

PostgreSQL MCP: Build a Claude Analytics Agent (Setup + Examples)

Connect Claude to PostgreSQL with the official Postgres MCP server. Run natural language queries, explore schemas, and build an analytics agent. Includes Claude Desktop and Cursor setup, read-only SQL, and Next.js/Node.js agent patterns.

Intermediate14 min read

Playwright MCP: Browser Automation with AI (Complete Setup Guide)

What is Playwright MCP? Set up the official Microsoft Playwright MCP server for Claude and Cursor. Automate browsers with AI using accessibility snapshots—no vision models required. Generate tests, scrape data, fill forms.

Intermediate17 min read

Build an AI Code Documentation Generator with MCP (GitHub + Filesystem Recipe)

Auto-generate READMEs, API docs, and code summaries with AI. Use GitHub MCP and Filesystem MCP to read repos and source files, then produce documentation. Perfect for keeping docs in sync with code.

Intermediate18 min read

Build an AI Customer Support Summarizer with MCP (Intercom + Zendesk Recipe)

Summarize support tickets and conversations with AI. Use Intercom MCP and Zendesk MCP to pull recent tickets, generate daily digests, and highlight urgent issues. Perfect for support leads and CX teams.

Intermediate16 min read

Build an AI-Powered File Organizer with MCP (Filesystem + Google Drive Recipe)

Automate file sorting and organization with AI. Use Filesystem MCP and Google Drive MCP to sort downloads, organize folders, and keep your files tidy using natural language. No manual drag-and-drop.

Intermediate15 min read

Build an AI GitHub PR Reviewer with MCP (Complete Recipe)

Step-by-step guide to building an automated AI code reviewer that analyzes GitHub pull requests, suggests improvements, and posts comments. Uses GitHub MCP + Claude.

Intermediate18 min read

Build an AI Database Query Assistant with Natural Language SQL (MCP Recipe)

Learn to build an AI assistant that converts natural language questions into SQL queries. Query databases using plain English with Supabase MCP and Claude. No SQL knowledge required.

Intermediate20 min read

Automate Jira Tasks from Meeting Notes with AI (Notion + Jira MCP Recipe)

Stop manually creating Jira tickets after meetings. Learn to automatically extract action items from Notion meeting notes and create Jira tasks using AI. Save hours every week.

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More recipes coming soon: Database Query Assistant, Meeting Notes Automation, Customer Support Bot, and more.