AI tools, MCP servers, and agentic workflows for modern marketing teams.
AI marketing has developed its own vocabulary fast — and the MCP ecosystem has added another layer on top of it. This glossary defines the terms you'll encounter when working with AI marketing tools, reading research, or setting up MCP connections. Terms are l
Every number on this page comes from a named, linked source. No invented percentages. No "studies show" without the study. Use this as your reference when you need real data for a strategy doc, a pitch, or a board presentation. We update it regularly — last re
The MCP ecosystem has grown fast. Over 5,800 MCP servers are now available, which sounds impressive until you try to find the five that are actually useful for your job. This directory cuts through the noise. It covers the MCP servers that matter most for mark
There's a good chance you've heard "MCP" thrown around in AI conversations lately and nodded along without being entirely sure what it means. This guide is for you. MCP — the Model Context Protocol — is the reason your AI assistant can suddenly look at your li
You have probably seen "MCP" mentioned in AI circles. Maybe in a newsletter, maybe in a Slack thread. It gets discussed alongside Claude, AI agents, and "the future of work." Then everyone assumes you know what it means and moves on. This guide does not assume
Ooty brings your marketing data directly into your AI assistant through the Model Context Protocol (MCP). Instead of switching between Google Analytics, Search Console, Google Ads, Meta, YouTube, and Amazon dashboards, you ask Claude a question and get an answ
When you connect Claude to your Google Analytics account through Ooty's Compass MCP server and ask "What were my top traffic sources last month?", several things happen in the next two seconds. Understanding what happens -- and why it's designed that way -- ma
The Model Context Protocol is moving from experimental to production fast. MCP server downloads grew from 100,000 to over 8 million in just five months (MCP Manager, 2025). AI assistants connected to live APIs, databases, and third-party services are no longer
When developers first encounter the Model Context Protocol, a common question surfaces: "Why not just use an API?" It's a fair question. APIs have worked for two decades. They're well understood, well documented, and supported by every programming language, fr
Fourteen months ago, the Model Context Protocol was an interesting open-source project from Anthropic. Today it's the emerging standard layer for AI tool integration, with backing from every major AI platform and deployment across the majority of Fortune 500 c