---
title: "Kalpana MCP server"
description: "Connect Claude, ChatGPT, Grok or any MCP client to Kalpana and create creative batches from a plain-language request."
url: https://kalpana.one/mcp
---

# Kalpana MCP server

Kalpana hosts a Model Context Protocol server at https://mcp.kalpana.one/mcp. It uses OAuth, is scoped to the workspaces you belong to, and exposes 15 tools for searching templates and assets, validating data, creating and running batches, and fetching outputs.

Only running a batch uses credits. Agents validate and create batches first, so you can check the rows before anything renders.

## FAQ

**What is the Kalpana MCP server?**
A hosted Model Context Protocol server that lets AI agents search your Kalpana templates and assets, validate data, create and run batches, and fetch the finished creatives.

**Which AI clients work with it?**
Any client that supports remote MCP servers over HTTP with OAuth, including Claude, ChatGPT developer mode, Grok, Claude Code, Codex and Cursor.

**Can an agent spend my credits without asking?**
Only run_batch uses credits. Agents validate and create batches first, and you can tell them to ask before running.

**What can an agent see?**
Only workspaces you belong to, within the permissions of your role. Templates are exposed as fields and previews, never as internal design data.