MCP (Model Context Protocol) is quickly becoming the standard way AI agents interact with external tools and services. Claude, Cursor, Continue, and others all speak MCP natively now. The problem? Setting up an MCP server for your API used to mean writing a separate server, maintaining it alongside your actual API, and keeping it in sync whenever your schema changed. APIKumo removes that entirely. Every collection you build and publish in APIKumo gets an automatic MCP endpoint — no configuration, no separate server, no code to maintain. When you publish a collection in APIKumo, you get three things out of the box: A public doc page — with version selector, scroll-spy nav, changelog, and a live try-it console AI chat grounded in your endpoints — users can ask questions about your API and get answers based on your actual definition, not hallucinated responses An MCP endpoint — a live Model Context Protocol endpoint that any MCP-compatible AI agent can connect to immediately The MCP endpoint is generated directly from your collection. That means it stays accurate by default — if you update a request in APIKumo, the MCP endpoint reflects it automatically. Say you've built a collection for a weather API in APIKumo. Once published, any AI agent that supports MCP can: Discover your endpoints (GET /forecast, GET /current, etc.) Understand the parameters, response shapes, and authentication requirements Call the API natively — no custom tool definitions, no prompt engineering Your API becomes an AI-native service the moment you publish it. This is what "AI-ready docs" actually means — not just a page that looks good, but a surface that AI agents can read and act on. Most APIs are invisible to AI agents today. They exist as REST endpoints that humans know about, but agents can't discover or use without a human writing a wrapper. With APIKumo's automatic MCP endpoint: No MCP server to build or maintain — it's generated from your collection No drift — your docs, AI chat, and MCP endpoint all come from the same source of truth Works immediately — publish a collection, share the MCP endpoint URL, done APIKumo is free while in preview. Build your collection, publish it, and you'll see the MCP endpoint URL right in your dashboard — ready to drop into Claude, Cursor, or any MCP-compatible client. What APIs are you working with that you'd want to expose as MCP endpoints? Drop it in the comments.