# MadKudu MCP Playground MadKudu MCP Playground is your sandbox to explore how AI agents can natively interact with MadKudu’s Public API via Model Context Protocol (MCP). Whether you're testing automations, building AI sales assistants, or evaluating integration workflows, this playground gives you live access to MadKudu API capabilities packaged into reusable MCP tools. :point\_right: ### 🔍 What is this? The Playground is a web-based environment where you can experience * running a chatGPT prompt powered by **MadKudu MCP** * creating and running an agent * testing MadKudu MCP tools available This allows you to get a sneak peak at what’s possible with MadKudu + agents, without writing code or installing on your tools yet. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://developers.madkudu.com/madkudu-mcp/madkudu-mcp-playground.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.