Step-by-step tutorials that combine MCP servers with AI to create practical tools. Each recipe includes working code, architecture diagrams, and best practices.
Copy-paste configurations and scripts
Understand how components connect
Security and best practices included
MCP agent use cases by role: sales, marketing, social media, support, data and engineering. The MCP servers worth connecting, their real hosted URLs, and the right model for each job.
Spin up a hosted MongoDB MCP server in seconds — or self-host the official mongodb-mcp-server. Connect Claude, GPT-5, Gemini or DeepSeek and run queries, aggregation pipelines and schema audits in plain English.
Connect Claude (or GPT, Gemini, Grok) to Datadog with the official Bits AI MCP server. Triage alerts, query metrics, search logs and pull APM traces in plain English. No OAuth dance required — two API keys and you are live.
Connect HubSpot, Slack and Linear to a single AI agent and manage your entire sales pipeline from one conversation — no tab switching, no copy-pasting. Exact setup using the official MCP servers for each tool.
Connect GitHub, Cloudflare and Sentry to one AI agent — inspect commits, check Worker deployments, triage production errors and trace a Sentry alert back to the offending commit without switching tabs.
A customer success agent that pulls Stripe billing, Slack conversations and Linear tickets into a single chat — see a customer's full health picture in one prompt, spot churn signals early, and log follow-ups without switching tools.
Playwright MCP lets Claude run and fix browser tests in a closed loop. GitHub MCP turns a natural language prompt into a full PR. Supabase MCP writes migrations and updates RLS from one message. Here are 5 copy-paste workflows that save hours every week.
Reddit's eCPM is $2.29 versus Meta's $11.73 — but most advertisers never unlock why certain subreddits convert and others don't. The Reddit Ads MCP server gives Claude live access to your campaigns, ad groups, and community-level performance data. Here are five workflows built for Reddit's unique signals.
Most advertisers optimize each platform in a silo and never see the full picture. The real waste in paid media isn't inside Google Ads or Meta — it's in the gap between platforms. With Claude connected to all your ad accounts simultaneously via MCP, you can ask one question and get an answer that spans Google, Meta, Amazon, LinkedIn, TikTok, Pinterest, X, and Snapchat at once.
Snapchat reaches 90% of 13–24 year olds — but most advertisers never get past surface-level metrics. Swipe-up rate, story completion rate, and AR lens engagement tell a story that Ads Manager buries in manual exports. The Snapchat Ads MCP server gives Claude live access to your campaigns, ad squads, and creative data. Here are five workflows built for the platform's unique signals.
X shipped an official MCP server at api.x.com/mcp in June 2026 — but it does not touch advertising. Here is what XMCP actually covers, which third-party servers you still need for campaign management, and the X Ads workflows that genuinely pay off.
TikTok shipped an official MCP server — no developer app, no approval queue, just sign in with your TikTok for Business account. It comes in two flavours (~400 tools or ~40), and which you pick matters more than you would think. Here is how to connect it, the two gotchas that will bite you, and five workflows that change how you run TikTok paid media.
Pinterest is the only ad platform where users arrive already planning to buy. Save rate, closeup rate, and shopping catalog performance tell a story no other platform can — and most advertisers never read it. The Pinterest Ads MCP server gives Claude live access to your campaigns, Pin metrics, and product data. Here are five workflows built for e-commerce.
The Google Ads MCP server gives Claude live access to your campaign data. Here is how to connect it, which of the four available servers to use, and five real PPC workflows that replace hours of manual work.
Amazon's official MCP server launched in open beta February 2026, giving Claude live access to Sponsored Products, DSP, and Amazon Marketing Cloud. Here is how to connect it and five workflows that replace hours of manual PPC management.
LinkedIn drives 75–85% of B2B social leads, and most of that spend is managed manually. The LinkedIn Ads MCP server gives Claude live access to your campaign data, audience demographics, and lead gen forms. Here are five workflows that cut CPL and save 10+ hours a week.
Zapier MCP gives Claude live access to 8,000+ apps. Here are 10 practical automations — from morning briefing agents to lead enrichment pipelines — you can set up today without writing a single line of code.
Step-by-step guide to building an AI standup bot that reads your Slack channels and Gmail inbox, synthesises key updates, and posts a daily summary to your team channel automatically. Uses Slack MCP + Gmail MCP + Claude.
Meta shipped an official MCP server at mcp.facebook.com/ads in April 2026 — no Developer App, no App Review, just Business OAuth. Here is how to connect Claude to your Facebook and Instagram campaigns, which of the seven OAuth scopes actually matter, and the workflows that pay for themselves.
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.
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.
Spin up a hosted Playwright MCP server in seconds — or run the official Microsoft Playwright MCP locally for Claude, Cursor and Claude Code. Automate browsers with AI using accessibility snapshots; no vision models required.
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.
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.
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.
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.
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.
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.