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■ MCP server

Your AI agent can now run the creative batch.

Connect Claude or ChatGPT to Kalpana. Ask for a campaign in plain words, and the agent picks the template, fills the fields, checks the data and creates it.

Server URLhttps://mcp.kalpana.one/mcp

 How it works

From a prompt to finished creatives.

The agent works through the same steps you would: find a template, read its inputs, validate the rows, create the batch, run it and collect the outputs.

 Connect

Set up in under a minute.

Claude

  1. Open Settings, then Connectors.
  2. Add a custom connector with the Kalpana URL.
  3. Sign in to Kalpana and approve access.

ChatGPT

  1. Turn on Developer mode in ChatGPT settings.
  2. Add a connector with the Kalpana URL.
  3. Sign in to Kalpana and approve access.

Claude Code and Codex

  1. Add Kalpana as a remote HTTP MCP server.
  2. Run a command that uses it; your browser opens to sign in.
claude mcp add --transport http kalpana https://mcp.kalpana.one/mcp

 Tools

12 tools, one job: ship the creatives.

Discover

  • list_workspaces

    Workspaces you can reach, with your role and permissions.

  • search_templates

    Find templates by name, topic, size or animation, with preview images.

  • get_template_inputs

    The fields a template needs, their types and example values.

Assets

  • list_asset_collections

    Image collections in a workspace.

  • search_assets

    Find product photos and logos by collection or file name.

  • inspect_image

    Let the agent look at a preview, asset or finished output.

Batches

  • validate_batch

    Check rows against a template before any credits are spent.

  • create_batch

    Create render jobs from validated rows. Does not start rendering.

  • run_batchuses credits

    Start rendering. This is the step that uses credits.

  • get_batch

    Status and counts for one batch.

  • list_batches

    Recent batches, filterable by workspace.

  • get_batch_outputs

    Finished creatives with short-lived download links.

 Try asking

Prompts that work.

  • Find a Kalpana template for a festive sale and show me the fields it needs.
  • Write a headline for each product in this sheet, then validate a batch with the season sale template.
  • Create the batch for these 40 products in square and story sizes, but ask me before running it.
  • Show my latest batches and download the finished creatives.

 Security

Scoped to you.

  • OAuth with PKCE

    Agents sign in as you. Tokens are stored only as hashes.

  • Workspace-scoped

    Every call is checked against your role in that workspace.

  • Previews, not internals

    Agents see fields and preview images, never template scene data.

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, Claude Code and Codex.

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.

 Ready when your catalog is

Connect your agent to Kalpana.

Start free, add the MCP server to your client and ask for your first batch.

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